DrivingResearch.

Theoretical Contribution

theory or model

A verbal psychological theory or explanatory model: attention and workload theories, multiple resource theory, situation awareness frameworks, arousal and effort models, risk homeostasis, task-capability models. The contribution is a conceptual explanation of WHY drivers behave as they do, advanced or tested by the paper. Distinct from a runnable simulation (computational_model) and from classification schemes (conceptual_framework).

4707 paper(s) · newest first · see also all information types

  1. Towards a general theory of driver behaviour ↗ · 2005 · Fuller, Ray · indexed
  2. Attention Selection and Multitasking in Everyday Driving: A Conceptual Model ↗ · 2017 · Engström, Johan et al. · indexed
  3. Mental workload and driving · 2014 · Paxion, Julie et al. · archived
  4. A Review of Driver Mental Workload in Driver-Vehicle-Environment System · 2011 · Ba, Yutao et al. · archived
  5. Multiple Resources and Mental Workload · 2008 · Wickens, Christopher D. · archived
  6. Speed maintenance under cognitive load – Implications for theories of driver behaviour · 2011 · Lewis-Evans, Ben et al. · archived
  7. Heavy vehicle driver workload assessment. Task 4, review of workload and related research · 1996 · Wierwille, W. et al. · archived
  8. Models of driving behavior: A review of their evolution ↗ · 1994 · Ranney, Thomas A. · indexed
  9. Attention and Mental Workload ↗ · 2000 · Kantowitz, Barry H. · indexed
  10. Multitasking While Driving: Central Bottleneck or Problem State Interference? ↗ · 2022 · Held, Moritz et al. · indexed
  11. Examining Driver Alertness as a Mediator between Work Fatigue and Driver Behaviours among Malaysian Drivers ↗ · 2025 · Joseph, Asong et al. · indexed
  12. Modelling level 1 situation awareness in driving: A cognitive architecture approach · 2024 · Rehman, Umair et al. · archived
  13. Malleable Attentional Resources Theory: A New Explanation for the Effects of Mental Underload on Performance · 2002 · Young, Mark S. et al. · archived
  14. Traffic psychology theories: Towards understanding driving behaviour and safety efforts ↗ · 2005 · Summala, Heikki · indexed
  15. Effects of Cognitive Load on Driving Performance: The Cognitive Control Hypothesis · 2017 · Engström, Johan et al. · archived
  16. Applied Attention Theory ↗ · 2019 · Wickens, Christopher D. et al. · indexed
  17. Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods – Phase II · 2020 · Kondyli, Alexandra et al. · archived
  18. Measuring mental workload with the NASA-TLX needs to examine each dimension rather than relying on the global score: an example with driving · 2017 · Galy, Édith et al. · archived
  19. A conceptualization of driving behaviour as threat avoidance ↗ · 1984 · Fuller, Ray W. · indexed
  20. A proposed psychological model of driving automation ↗ · 2000 · Stanton, Neville A. et al. · indexed
  21. Minimum Required Attention: A Human-Centered Approach to Driver Inattention ↗ · 2017 · Kircher, Katja et al. · indexed
  22. Paying attention behind the wheel: a framework for studying the role of attention in driving ↗ · 2004 · Trick *, Lana M. et al. · indexed
  23. Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods - Phase I · 2018 · Kondyli, Alexandra et al. · archived
  24. Modeling Driver Behavior in a Cognitive Architecture ↗ · 2006 · Salvucci, Dario D. · indexed
  25. Attentional Overload, stress, and simulate Driving Performance ↗ · 1996 · Matthews, Gerald et al. · indexed
  26. A hierarchical risk model for traffic participants ↗ · 1988 · Van Der Molen, H H et al. · indexed
  27. Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods –Phase III · 2022 · Kondyli, Alexandra et al. · archived
  28. The measurement of drivers' mental workload ↗ · 1996 · de Waard, Dick · indexed
  29. An Empirical Model of Driver Workload Dynamics at Unsignalized Intersections ↗ · 2026 · Wang, Yiyun et al. · indexed
  30. Attention selection and task interference indriving: an action-oriented view ↗ · 2009 · Engström, Johan et al. · indexed
  31. Exploring the effect of cognitive load in scenarios of daily driving · 2024 · Felisberti, Fatima M. et al. · archived
  32. Human Performance in Vehicle Driving · 2026 · Abendroth, Bettina et al. · archived
  33. Deriving workload from driving behavior and psycho-physiology in work zones ↗ · 2025 · Zhao, Chi et al. · indexed
  34. Secondary task and risky driving behavior: a test of the mediating effect of situation awareness ↗ · 2015 · Hartono, Budi et al. · indexed
  35. Prediction of Driver's Cognitive Workload using Cognitive Architecture : ACT-R · 2012 · Lim, Soo-Yong et al. · archived
  36. Inferring Hidden Attentional States in Driving: A Bayesian Approach to Modeling Distraction and Secondary Task Engagement. ↗ · 2026 · Dheeraj Kashyap L et al. · indexed
  37. Behavioral Research and Practical Models of Drivers' Attention · 2021 · Kotseruba, Iuliia et al. · archived
  38. A generic multi-scale framework for microscopic traffic simulation part II – Anticipation Reliance as compensation mechanism for potential task overload · 2020 · Calvert, Simeon C. et al. · archived
  39. Development of a Human Performance Simulation Model to Evaluate In-Vehicle Information and Control Systems in Commercial Trucking Operations · 2007 · Griffin, Meredith J. et al. · archived
  40. A theoretical model of human-automation interaction grounded in resource allocation policy during automated driving ↗ · 2018 · Yamani, Yusuke et al. · indexed
  41. Driving Behavior Analysis Applying Driving Behavior in the AHS ↗ · 2006 · Yong Luo et al. · indexed
  42. Editorial: Cognitive Mechanisms for Safe Road Traffic Systems · 2022 · Vecchiato, Giovanni et al. · archived
  43. A generic multi-level framework for microscopic traffic simulation—Theory and an example case in modelling driver distraction · 2018 · Lint, Hans van et al. · archived
  44. The effect of driver cognitive abilities and distractions on situation awareness and performance under hazard conditions · 2016 · Kaber, David B. et al. · archived
  45. Mental Workload, Longitudinal Driving Behavior, and Adequacy of Car-Following Models for Incidents in Other Driving Lane ↗ · 2010 · Hoogendoorn, Raymond et al. · indexed
  46. The multitasking motorist and the attention economy · 2021 · Strayer, DL et al. · archived
  47. Is improved lane keeping during cognitive load caused by increased physical arousal or gaze concentration toward the road center? · 2018 · Li, Penghui et al. · archived
  48. The strategic allocation theory of vigilance ↗ · 2024 · Murray, Samuel et al. · indexed
  49. Applicability of risky decision-making theory to understand drivers' behaviour during transitions of control in vehicle automation · 2019 · GONÇALVES, Rafael Cirino et al. · archived
  50. Towards a social psychology-based microscopic model of driver behavior and decision-making : modifying Lewin's field theory · 2014 · Berthaume, Andrew Leo et al. · archived
  51. Model for Situation Awareness and Driving: Application to Analysis and Research for Intelligent Transportation Systems ↗ · 2001 · Matthews, Michael L. et al. · indexed
  52. Selective Attention with Auxiliary Automobile Displays ↗ · 1990 · Noy, Y. Ian · indexed
  53. Computational Models for Workload Analysis of Driving Tasks ↗ · 2021 · Handley, Holly et al. · indexed
  54. Description of the Integrated Driver Model · 1995 · Levinson, William H. et al. · archived
  55. Strategic changes in task performance in simulated car driving as an adaptive response to task demands · 2000 · Cnossen, Fokie et al. · archived
  56. Modeling Driver Distraction from Cognitive Tasks ↗ · 2019 · Salvucci, Dario D. · indexed
  57. A Mental Model Perspective of a Driver Workload System ↗ · 2010 · Curry, Reates et al. · indexed
  58. Toward an Integrated Model of Driver Behavior in Cognitive Architecture ↗ · 2001 · Salvucci, Dario D. et al. · indexed
  59. Assessment of Drivers' Workload: Performance and Subjective and Physiological Indexes ↗ · 2000 · Brookhuis, Karel A. et al. · indexed
  60. Inferring Hidden Attentional States in Driving: A Bayesian Approach to Modeling Distraction and Secondary Task Engagement ↗ · 2025 · Kashyap, Lekhapriya Dheeraj et al. · indexed
  61. The psychology of driving automation: a discussion with Professor Don Norman ↗ · 2007 · Stanton, Neville A. et al. · indexed
  62. Cognitive workload measurement and modeling under divided attention. · 2019 · Strayer, David L. et al. · archived
  63. Driving in States of Fatigue or Stress ↗ · 2011 · Matthews, Gerald et al. · indexed
  64. Adaptation Longitudinal Driving Behavior, Mental Workload, and Psycho-Spacing Models in Fog ↗ · 2011 · Hoogendoorn, Raymond G. et al. · indexed
  65. Relationship between workload and mind-wandering in simulated driving · 2017 · Zhang, Yuyu et al. · archived
  66. Assessment of Drivers’ Mental Workload by Multimodal Measures during Auditory-Based Dual-Task Driving Scenarios ↗ · 2024 · Huang, Jiaqi et al. · indexed
  67. Drivers with limited perception: model and application to traffic simulation · 2014 · Ketenci, Utku et al. · archived
  68. Heavy vehicle driver workload assessment. Task 1, task analysis data and protocols review · 1996 · Tijerina, L et al. · archived
  69. Exploring differences in the impact of auditory and visual demands on driver behavior ↗ · 2012 · Yang, Yan et al. · indexed
  70. High perceptual load causes inattentional blindness and deafness in drivers ↗ · 2015 · Murphy, Gillian et al. · indexed
  71. Modeling Driver Behavior as Sequential Risk-Taking Task ↗ · 2008 · Hamdar, Samer H. et al. · indexed
  72. Multiple Resources and Mental Workload ↗ · 2008 · Wickens, Christopher D · indexed
  73. Drivers’ Reaction Time and Mental Workload: A Driving Simulation Study · 2023 · Pouliou, Anna et al. · archived
  74. EFFECTS OF TWO DIFFERENT MENTAL TASKS ON VISUAL SEARCH BEHAVIOUR WHILE DRIVING ↗ · 1999 · Recarte, Miguel A. et al. · indexed
  75. A Theoretical Field-Analysis of Automobile-Driving ↗ · 1938 · Gibson, James J. et al. · indexed
  76. Driver mental workload measurement trends and cognitive impacts: a literature review ↗ · 2026 · Faidah, Uyun Nadzirotul et al. · indexed
  77. Driver Distraction From a Control Theory Perspective ↗ · 2004 · Sheridan, Thomas B. · indexed
  78. TASK-INDUCED FATIGUE EFFECTS ON SIMULATED DRIVING PERFORMANCE ↗ · 1998 · Desmond, Paula A. et al. · indexed
  79. A computational model for driver's cognitive state, visual perception and intermittent attention in a distracted car following task ↗ · 2018 · Pekkanen, Jami et al. · indexed
  80. TRAFFIC SAFETY AND INDIVIDUAL DIFFERENCES IN DRIVERS' ATTENTION AND INFORMATION PROCESSING CAPACITY ↗ · 1993 · Shinar, David · indexed
  81. Metacognition and self‐regulation on the road: A qualitative approach to driver attention and distraction ↗ · 2022 · Love, Steven et al. · indexed
  82. Analysing and modelling train driver performance ↗ · 2005 · McLeod, Ronald W. et al. · indexed
  83. Structural Equation Modeling of Drivers’ Situation Awareness Considering Road and Driver Factors ↗ · 2020 · Yang, Yanqun et al. · indexed
  84. Computational Model of Situation Awareness for Decision Making in Driving ↗ · 2018 · Mustapha, Rabi et al. · indexed
  85. Safety in Occupational Driving: Development of a Driver Behavior Scale for the Workplace Context · 2011 · Newnam, Sharon et al. · archived
  86. Tracing the physiological response and behavioral performance of drivers at different levels of mental workload using driving simulators ↗ · 2020 · Zokaei, Mojtaba et al. · indexed
  87. SURVIVAL OF DEVIANCE. A MODEL FOR DRIVER BEHAVIOUR. FINAL REPORT ↗ · 2003 · Vaa, T · indexed
  88. Defining Driver Distraction · 2008 · Lee, John et al. · archived
  89. Active and passive fatigue in simulated driving: Discriminating styles of workload regulation and their safety impacts. · 2013 · Saxby, Dyani et al. · archived
  90. Construction and Analysis of Driver Takeover Behavior Modes Based on Situation Awareness Theory ↗ · 2024 · Chen, Haolin et al. · indexed
  91. Task difficulty, risk, effort and comfort in a simulated driving task—Implications for Risk Allostasis Theory ↗ · 2009 · Lewis-Evans, Ben et al. · indexed
  92. Mental Workload Modeling of Time-Critical Tasks in Autonomous Driving Based on a Multi-source Information Fusion Approach ↗ · 2022 · Ding, Yaonan et al. · indexed
  93. Multiple Resource Modeling of Task Interference in Vehicle Control, Hazard Awareness and In-vehicle Task Performance · 2003 · Horrey, William J. et al. · archived
  94. Micromodel for Objective Estimation of Driver Mental Workload from Task Data ↗ · 1998 · Zeitlin, Lawrence R. · indexed
  95. Towards affect-integrated driving behaviour research ↗ · 2015 · Jeon, Myounghoon · indexed
  96. Mental workload and information management ↗ · 2003 · Smiley, A. · indexed
  97. Driver behavior and mental workload for takeover safety in automated driving: ACT-R prediction modeling approach ↗ · 2024 · Oh, Hyungseok et al. · indexed
  98. What's on your mind? A Mental and Perceptual Load Estimation Framework towards Adaptive In-vehicle Interaction while Driving · 2022 · Gomaa, Amr et al. · archived
  99. Psychological constructs in driving automation: a consensus model and critical comment on construct proliferation ↗ · 2015 · Heikoop, Daniël D. et al. · indexed
  100. Semiotics and mental models: modeling automobile driver behavior ↗ · 2002 · Goodrich, M.A. et al. · indexed
  101. SPIDER 2.0: Driver Distraction and Visual Attention · 2025 · Strayer, David L. · archived
  102. Behavioral Entropy as an Index of Workload ↗ · 2000 · Boer, Erwin R. · indexed
  103. Evaluation of the driver’s mental workload: a necessity in a perspective of in-vehicle system design for road safety improvement · 2014 · Pauzié, Annie · archived
  104. Driver Distraction: Are We Mistaking a Symptom for the Problem? ↗ · 2013 · Curry, David et al. · indexed
  105. Inner models as a basis for traffic behaviour ↗ · 1993 · Keskinen, Esko et al. · indexed
  106. Road safety and driver behaviour ↗ · 1982 · FOOT, H. C. et al. · indexed
  107. Vision-Language Hazard Reasoning for Driver Distraction and Workload Estimation ↗ · 2025 · Ng, Shu-Kay et al. · indexed
  108. On the importance of working memory in the driving safety field: A systematic review ↗ · 2023 · Zhang, Huiming et al. · indexed
  109. Teen Driving Risk in the Presence of Passengers ↗ · 2016 · Horrey, William J. et al. · indexed
  110. Hierarchical Control and Driving ↗ · 2013 · Medeiros-Ward, Nathan · indexed
  111. Behavioral Transportation: The Role of Psychological, Cognitive, and Social Factors in Distracted Driving Behavior ↗ · 2023 · Gabaldon, Janeth · indexed
  112. Testing models of driver behaviour ↗ · 2012 · Lewis-Evans, Ben · indexed
  113. Assessing cognitive distraction in the automobile · 2015 · Strayer, DL et al. · archived
  114. Modelling the association between psychosocial work factors and risky driving: mediating roles of burnout and engagement · 2026 · Amoadu, Mustapha et al. · archived
  115. Investigating the interplay between cognitive workload and situation awareness during full driving automation ↗ · 2025 · Sahoo, P et al. · indexed
  116. Hierarchical control and driving. ↗ · 2013 · Strayer, David L. · indexed
  117. Modelling driver behaviour: a rationale for multivariate statistics ↗ · 2012 · de Winter, J.C.F. et al. · indexed
  118. Comprehensive Modeling and Evaluation of Workload in Driving Simulation Using the VACP Paradigm · 2026 · Aygun, Ayca et al. · archived
  119. Using an Integrated Cognitive Architecture to Model the Effect of Environmental Complexity on Drivers’ Situation Awareness ↗ · 2019 · Rehman, Umair et al. · indexed
  120. What's skill got to do with it? Vehicle automation and driver mental workload ↗ · 2007 · Young, M. S. et al. · indexed
  121. State of science: mental workload in ergonomics · 2014 · Young, Mark S. et al. · archived
  122. Toward a Theory of Situation Awareness in Dynamic Systems ↗ · 1995 · Endsley, Mica R. · indexed
  123. Driver’s Mental Workload Measurement Concerning Cognitive Channels ↗ · 2020 · Chen, Weiya et al. · indexed
  124. Psychological elements in car-following models: Mental workload in case of incidents in the other driving lane ↗ · 2010 · Hoogendoorn, Raymond et al. · indexed
  125. Engaging the human operator: a review of the theoretical support for the vigilance decrement and a discussion of practical applications ↗ · 2019 · Neigel, Alexis R. et al. · indexed
  126. Commercial motor vehicle driving performance: An examination of attentional resources and control using a driving simulator. ↗ · 2017 · McManus, Benjamin et al. · indexed
  127. Queuing Network Modeling of Driver Workload and Performance ↗ · 2007 · Changxu Wu et al. · indexed
  128. The Elephant in the Road: Auditory Perceptual Load Affects Driver Perception and Awareness ↗ · 2017 · Murphy, Gillian et al. · indexed
  129. The dynamics of driving performance in non-optimal human states: Drowsiness, high cognitive load, and acute stress ↗ · 2026 · Bakhchina, Anastasiia Vladimirovna et al. · indexed
  130. Driver Adaptive Task Allocation: A Field Driving Study · 2017 · Lei, S. et al. · archived
  131. Dynamic workload measurement and modeling: Driving and conversing · 2023 · Castro, SC et al. · archived
  132. Volume 1: Urban Driver Mental Frameworks and Implications · 2023 · Eluru, Naveen et al. · archived
  133. A Resource-Control Account of Sustained Attention ↗ · 2015 · Thomson, David R. et al. · indexed
  134. Analysis of Hurried Driving Behaviors Based on Collision Risk and Attention Allocation ↗ · 2010 · WADA, Takahiro et al. · indexed
  135. What's on your mind? A Mental and Perceptual Load Estimation Framework towards Adaptive In-vehicle Interaction while Driving · 2022 · Gomaa, Amr et al. · archived
  136. Risk control is not risk adjustment: the zero-risk theory of driver behaviour and its implications ↗ · 1988 · Summala, Heikki · indexed
  137. Driver inattention and highway safety · 1985 · Sussman, E. D. et al. · archived
  138. Driver Distraction and Inattention: A Queuing Theory Approach ↗ · 2017 · Senders, John W. · indexed
  139. PSYCHOLOGY AND THE HIGHWAY ENGINEER ↗ · 2002 · Fuller, Joanne M. · indexed
  140. HIERARCHICAL MODEL OF BEHAVIOURAL ADAPTATION AND TRAFFIC ACCIDENTS ↗ · 1997 · Summala, Heikki · indexed
  141. Attentional Demand as a Function of Contextual Factors in Different Traffic Scenarios ↗ · 2019 · Liu, Zhuofan et al. · indexed
  142. Perceptual Load in Different Regions of the Visual Scene and Its Relevance for Driving · 2015 · Marciano, Hadas et al. · archived
  143. Modeling Mental Workload and Task Performance for Indirect Vision Driving ↗ · 2001 · Smyth, Christopher C. · indexed
  144. DRIVER’S MENTAL WORKLOAD: TASK PERFORMANCE AND MENTAL WORKLOAD ↗ · 2015 · Makhtar, Ahmad Khushairy et al. · indexed
  145. Inattention and Uncertainty in the Predictive Brain ↗ · 2021 · Kujala, Tuomo et al. · indexed
  146. Driver State Modeling through Latent Variable State Space Framework in the Wild · 2022 · Tavakoli, Arash et al. · archived
  147. Estimating Attentional State of a Driver: Interacting Effects of Task Demands and Cognitive Capacities ↗ · 2018 · Choe, Seonggyu et al. · indexed
  148. Driver Workload Metrics Project: Task 2 Final Report ↗ · 2006 · U.S. Department of Transportation · indexed
  149. Exploring the Role of Driver Emotions and Physiology in Driving Risk Inference: A Multimodal Explainable AI Approach Using Instrumented Vehicle Data ↗ · 2026 · Vullapu, Sai Sesidhar et al. · indexed
  150. Identifying Mental Frameworks Underlying Driver Behavior in Urban Contexts [Summary] · 2024 · Carver, DeWayne et al. · archived
  151. Driving on the tail of catastrophe; Towards an understanding of the risk managing interaction between driver, vehicle, automation, traffic, and infrastructure ↗ · 2006 · Boer, Erwin · indexed
  152. Driver Reliability Assessment Based Mental Workload ↗ · 2009 · Tang, Zhihui et al. · indexed
  153. From distraction to support: evolving perspectives on driver attention support and the case for a holistic, context-aware framework ↗ · 2026 · Reimer, Bryan et al. · indexed
  154. Effects of subjective driving workload on hazard perception performance in older drivers: A driving simulation study ↗ · 2025 · Zhou, Yiwen et al. · indexed
  155. Evaluation of Strategies for Integrated Classification of Visual-Manual and Cognitive Distractions in Driving · 2016 · Zhang, Yu et al. · archived
  156. Attention: From Theory to Practice ↗ · 2006 · Kramer, Arthur F. et al. · indexed
  157. Attention: From Theory to Practice ↗ · 2006 · Kramer, Arthur F. et al. · indexed
  158. Investigating explanations in conditional and highly automated driving: The effects of situation awareness and modality · 2022 · Zhang, Qiaoning et al. · archived
  159. Investigating Explanations in Conditional and Highly Automated Driving: The Effects of Situation Awareness and Modality · 2022 · Zhou, Feng · archived
  160. Human Factors of Visual and Cognitive Performance in Driving · 2008 · Castro, Cándida · archived
  161. Mapping between cognitive theories and psycho-physiological models of attention system performance ↗ · 2023 · Guidetti, Oliver A et al. · indexed
  162. Queuing Network Modeling of Driver Workload and Performance ↗ · 2006 · Wu, Changxu et al. · indexed
  163. Impacts of risk perceptions on driver responses in assisted driving scenarios: a moderated mediation model ↗ · 2026 · Liu, Yang et al. · indexed
  164. Towards a transactional ergonomics for driver stress and fatigue ↗ · 2002 · Matthews, Gerald · indexed
  165. Lost Control Driving Home: A Dual-Pathway Model of Self-Control Work Demands and Commuter Driving ↗ · 2021 · Clinton, Michael E. et al. · indexed
  166. Multitasking Driver Cognitive Behavior Modeling ↗ · 2006 · Liu, Yanfei et al. · indexed
  167. Collective risk but individual safety · 1988 · RUMAR, KÁRE · archived
  168. Forecasting Markers of Habitual Driving Behaviors Associated With Crash Risk ↗ · 2020 · Panagopoulos, George et al. · indexed
  169. VALIDATION OF AN ATTENTION-BASED MODEL OF DRIVER PERFORMANCE IN REAR- END COLLISION SITUATIONS ↗ · 2001 · Brown, Timothy L. et al. · indexed
  170. Towards Operationalizing Driver Distraction · 2013 · Foley, James P et al. · archived
  171. Estimates of Driver Mental Workload: A Long-Term Field Trial of Two Subsidiary Tasks ↗ · 1995 · Zeitlin, Lawrence R. · indexed
  172. Big Brother As Driver: New Demands and Problems for the Man at the Wheel ↗ · 1970 · Sheridan, Thomas B. · indexed
  173. On the Philosophical Foundations of the Distracted Driver and Driving Distraction ↗ · 2008 · Hancock, Peter A. et al. · indexed
  174. The Implementation of Driver Model Based on the Attention Transfer Process ↗ · 2017 · Zhao, ShuanFeng et al. · indexed
  175. Behavioral Entropy as a Measure of Driving Performance ↗ · 2001 · Boer, Erwin R · indexed
  176. Perceptual Load Induces Inattentional Blindness in Drivers ↗ · 2016 · Murphy, Gillian et al. · indexed
  177. Prevention of road accidents in non-expert drivers: Theory of Mind and driving style · 2024 · Nori, Raffaella et al. · archived
  178. From Driver to Supervisor: Comparing Cognitive Load and EEG-Based Attentional Resource Allocation Across Automation Levels · 2023 · Figalova, Nikol et al. · archived
  179. Potential for driver attention monitoring system development · 1985 · Bishop, H. et al. · archived
  180. Fatigue, workload and adaptive driver systems ↗ · 1997 · Hancock, P.A. et al. · indexed
  181. From Driver to Supervisor: Comparing Cognitive Load and EEG-based Attentional Resource Allocation across Automation Levels · 2023 · Figalova, Nikol et al. · archived
  182. Resurrecting Driver Workload Metrics: A Multivariate Approach ↗ · 2015 · Auflick, Jack L. · indexed
  183. A cognitive constraint model of dual-task trade-offs in a highly dynamic driving task ↗ · 2007 · Brumby, Duncan P. et al. · indexed
  184. Estimation of Driver Workload Based on a Model of Accelerator Pedal Control While Controlling Vehicle Velocity ↗ · 2016 · Hamaguchi, Takeshi et al. · indexed
  185. Effects of Cognitive Tasks on Drivers' Eye Behavior and Performance ↗ · 2003 · Zheng, Xianjun Sam et al. · indexed
  186. I thought you were driving! ↗ · 2023 · Young, Mark S. et al. · indexed
  187. The Impact of Load on Dynamic versus Static Situational Knowledge While Driving ↗ · 2009 · Clegg, Benjamin A. · indexed
  188. Understanding Driving: Applying Cognitive Psychology to a Complex Everyday Task ↗ · 2001 · Shipp, Melvin D. · indexed
  189. Predicting risky driving behaviours using the theory of planned behaviour: A meta-analysis ↗ · 2024 · Somoray, Klaire et al. · indexed
  190. Modeling cognitive load effects of conversation between a passenger and driver · 2017 · Strayer, David L. et al. · archived
  191. Heavy vehicle driver workload assessment. Task 3, task analysis data collection · 1996 · Kiger, Steven et al. · archived
  192. A Field Study on the Impact of Variations in Short-Term Memory Demands on Drivers’ Visual Attention and Driving Performance Across Three Age Groups ↗ · 2012 · Reimer, Bryan et al. · indexed
  193. From Occupational Stress to Crash Risk: A Serial Mediation Model of Driver Fatigue, Cognitive Impairment, and Wellbeing Among Thai Commercial Truck Drivers ↗ · 2026 · Vanichkobchinda, Pongtana et al. · indexed
  194. Distraction from multiple in-vehicle secondary tasks: vehicle performance and mental workload implications ↗ · 2004 · Lansdown, Terry C et al. · indexed
  195. Workload, Distraction, and Automation ↗ · 2020 · Lee, John D. et al. · indexed
  196. The Relationship between Driver Distraction and Mental Workload ↗ · 2017 · Schaap, Nina et al. · indexed
  197. Is Attention Really Effort? Revisiting Daniel Kahneman's Influential 1973 Book Attention and Effort · 2018 · Bruya, Brian et al. · archived
  198. Event-related potentials as indices of mental workload while using an in-vehicle information system · 2018 · Solís-Marcos, I. et al. · archived
  199. The “field of safe travel” revisited: interpreting driving behaviour performance through a holistic approach ↗ · 2017 · Papakostopoulos, Vassilis et al. · indexed
  200. Cognitive load, working memory capacity and driving performance: A preliminary fNIRS and eye tracking study · 2023 · Broadbent, David P. et al. · archived
  201. An On-Road Investigation of Vehicle Feedback and Its Role in Driver Cognition: Implications for Cognitive Ergonomics ↗ · 2001 · Walker, Guy H. et al. · indexed
  202. Hierarchical Task Analysis for Driving under Divided Attention ↗ · 2019 · Yang, Xiaonan et al. · indexed
  203. Driver Cognitive, Emotional, and Behavioral Responses to Single-Day Highway Work Zones with Unexpected Lane Hazards · 2026 · Pretto, Paolo et al. · archived
  204. The relative impact of work-related stress, life stress and driving environment stress on driving outcomes · 2011 · Rowden, Peter J. et al. · archived
  205. Human Mental Workload: A Survey and a Novel Inclusive Definition · 2022 · Longo, Luca et al. · archived
  206. Driver’s mental workload prediction model based on physiological indices ↗ · 2017 · Yan, Shengyuan et al. · indexed
  207. Identification of Countermeasures for Unsafe Driving Actions. Volume 2, a Review of Selected Literature · 1981 · Marks, M. E. (Mary E.) et al. · archived
  208. SITUATION AWARENESS: WHAT IT IS AND WHY IT MATTERS FOR ITS ↗ · 1999 · Harbluk, Joanne L. et al. · indexed
  209. The Impact of N-back-Induced Mental Workload and Time Budget on Takeover Performance · 2025 · Goodridge, Courtney Michael et al. · archived
  210. Driver Distraction Injury Prevention Countermeasures‚ÄîPart 2 · 2008 · Regan, Michael et al. · archived
  211. Understanding the Interactions Between Driving Behavior and Well-Being in Daily Driving: Causal Analysis of a Field Study (Preprint) ↗ · 2022 · Stephan, Paul et al. · indexed
  212. Driver Distraction Assessment Using Driver Modeling ↗ · 2013 · Hermannstadter, Peter et al. · indexed
  213. A new theory of driver vision pressure energy field and its application in driver behaviour decision‐making model ↗ · 2021 · Li, Yi et al. · indexed
  214. Exploring factors in Human Cognition that affect Human Performance during Takeover in Autonomous Driving · 2024 · Liu, Zijing et al. · archived
  215. 80 MPH and out-of-the-loop: Effects of real-world semi-automated driving on driver workload and arousal · 2018 · Biondi, FN et al. · archived
  216. Cognitive States Matter: Design Guidelines for Driving Situation Awareness in Smart Vehicles ↗ · 2020 · Park, Daehee et al. · indexed
  217. Impact of Cognitive Task Complexity on Drivers’ Visual Tunneling ↗ · 2009 · Reimer, Bryan · indexed
  218. The Interaction of Cognitive Load and Attention-Directing Cues in Driving ↗ · 2009 · Lee, Yi-Ching et al. · indexed
  219. Drivers’ Visual Attention Characteristics under Different Cognitive Workloads: An On-Road Driving Behavior Study ↗ · 2020 · Ma, Yanli et al. · indexed
  220. Automotive automation: effects, problems and implications for driver mental workload ↗ · 2017 · Young, Mark S. et al. · indexed
  221. Examining cognitive interference and adaptive safety behaviours in tactical vehicle control ↗ · 2007 · Horrey, William J. et al. · indexed
  222. Comprehensive Review of Driver Behaviour Studies in Traffic Safety Research · 2026 · rapri, Priyanka · archived
  223. Individual differences in drivers' perceived workload near construction work zones ↗ · 2016 · Shakouri, Mahmoud et al. · indexed
  224. The Risks of Road Rage: An Investigation Into the Influences of Driving‐Related Anger on Driver Attention ↗ · 2025 · Love, Steven et al. · indexed
  225. Developing a Checklist for Cognitive Characteristics of Driving Scenarios in Dual-Task Studies: The Case of Cell Phone Use While Driving · 2019 · Pouyakian, Mostafa et al. · archived
  226. Predicting driver adaptability: a computational rationality model for attention allocation in lateral vehicle control ↗ · 2026 · Hautaoja, Toni · indexed
  227. Driver Workload and Secondary Task Modality while Driving on Horizontal Curves ↗ · 2017 · Jeong, Heejin et al. · indexed
  228. Task-induced fatigue states and simulated driving performance ↗ · 2002 · Matthews, Gerald et al. · indexed
  229. Towards Context-Aware Modeling of Situation Awareness in Conditionally Automated Driving · 2024 · Avetisyan, Lilit et al. · archived
  230. Active Inference Models of AV Takeovers: Relating Model Parameters to Trust, Situation Awareness, and Fatigue ↗ · 2024 · Wei, Ran et al. · indexed
  231. Drivers’ Psycho-Physiology Characteristics and Workload Identification in Prairie Highway Work Zones ↗ · 2026 · Lyu, Zhen et al. · indexed
  232. Using the ISO detection response task to measure the cognitive load of driving four separate vehicles on two distinct highways · 2024 · Biondi, FN et al. · archived
  233. Cognitive load and task switching in drivers: Implications for road safety in semi-autonomous vehicles ↗ · 2024 · Xu, Jinhui et al. · indexed
  234. Investigating the effect of drivers’ mental workload on the occurrence of driving anger among urban drivers in Qazvin city ↗ · 2024 · Abdi, Hanieh et al. · indexed
  235. Assessment of driver’s attentional resource allocation to visual, cognitive, and action processing by brain and eye signals ↗ · 2022 · Kimura, Motohiro et al. · indexed
  236. Validity of Mental Workload Measures in a Driving Simulation Environment · 2018 · Galante, Francesco et al. · archived
  237. Incorporating the Theory of Planned Behaviour into Distracted Driving: Influencing Factors and Intervention Effects ↗ · 2023 · Zhang, L. et al. · indexed
  238. Driving Under Involuntary Distraction and Varied Perceptual Loads ↗ · 2016 · Hoekstra-Atwood, Liberty et al. · indexed
  239. Theoretical Review of the Secondary Task Methodology for Evaluating Intelligent Automobile Displays ↗ · 1987 · Noy, Y. Ian · indexed
  240. Assessing Interference from Mental Workload Using a Naturalistic Simulated Driving Task: A Pilot Study ↗ · 2006 · Horrey, William J. et al. · indexed
  241. Modelling Psychosocial Work Factors and Risky Driving in Ghana: Mediating Roles of Burnout and Engagement · 2025 · Amoadu, Mustapha et al. · archived
  242. Modeling Drivers’ Lateral Motion Control · 2015 · Ni, Daiheng · archived
  243. Examining the Role of Driver Perception in Takeover Time: Application of Task-Capability Interface Theory ↗ · 2024 · Liang, Kexin et al. · indexed
  244. Dual-Task Modeling of Driving Lateral Control with a Motor Distraction Task ↗ · 2014 · Wang, Cuie et al. · indexed
  245. Driving Simulator Based Interactive Experiments : Understanding Driver Behavior, Cognition and Technology Uptake under Information and Communication Technologies · 2018 · Agrawal, Shubham et al. · archived
  246. Measures of Driver Behavior and Cognitive Workload in a Driving Simulator and in a Real Traffic Environment - Experiences from Two Experimental Studies in Sweden · 2001 · Cici, Ruggero et al. · archived
  247. A Validation Study on a Subjective Driving Workload Prediction Tool ↗ · 2014 · Hwang, Yoonsook et al. · indexed
  248. Effect of High-Altitude Environment on Driving Safety: A Study on Drivers’ Mental Workload, Situation Awareness, and Driving Behaviour ↗ · 2020 · Wang, Xinyan et al. · indexed
  249. Exploration of Contributing Factors of Different Distracted Driving Behaviors · 2019 · Shi, Jing et al. · archived
  250. An empirical assessment of driver motivation and emotional states in perceived safety margins under varied driving conditions · 2012 · Zhang, Yu et al. · archived
  251. Application of Psychophysiological Models to Mental Workload ↗ · 2000 · Backs, Richard W. · indexed
  252. An Investigation of Factors Affecting Driver Alertness · 1970 · Sussman, E. Donald et al. · archived
  253. Measuring Distraction at the Levels of Tactical and Strategic Control: The Limits of Capacity-Based Measures for Revealing Unsafe Visual Sampling Models · 2011 · Kujala, Tuomo et al. · archived
  254. Recognition of lane change intention based on driver’s mental workload ↗ · 2026 · Zhong, Shiyu et al. · indexed
  255. A Closed-Loop Model of Operator Visual Attention, Situation Awareness, and Performance Across Automation Mode Transitions ↗ · 2016 · Johnson, Aaron W. et al. · indexed
  256. Mental Workload, Task Demand and Driving Performance: What Relation? ↗ · 2014 · da Silva, Fátima Pereira · indexed
  257. Attention and automation: New perspectives on mental underload and performance ↗ · 2002 · Young, Mark S. et al. · indexed
  258. Toward a Theory of Visual Information Acquisition in Driving ↗ · 2022 · Wolfe, Benjamin et al. · indexed
  259. Electrophysiological and performance variations following driving events involving an increase in mental workload · 2019 · Loeches De La Fuente, Hugo et al. · archived
  260. Modeling driver control behavior in both routine and near-accident driving · 2014 · Markkula, Gustav · archived
  261. A Review of Near-Collision Driver Behavior Models · 2012 · Markkula, Gustav et al. · archived
  262. The Effect of Experience and Gender of Drivers' on Situation Awareness and Mental Workload ↗ · 2007 · Hao, Xueqin et al. · indexed
  263. Car driving temporal cognitive workload estimation using features of eye tracking ↗ · 2024 · Nakayama, Minoru et al. · indexed
  264. Task acceptability and workload of driving city streets, rural roads, and expressways : ratings from video clips. · 2007 · Schweitzer, Jason et al. · archived
  265. A utility maximization model of driver traffic safety behavior ↗ · 1986 · Blomquist, Glenn · indexed
  266. Effect of Partially Automated Driving on Mental Workload, Visual Behavior and Engagement in Nondriving-Related Tasks: A Meta-Analysis · 2025 · Vasta, N et al. · archived
  267. Potential for driver attention monitoring system development · 1984 · NHTSA · archived
  268. Driver State Classification: Identifying High Cognitive Load and Drowsiness Through Driver Performance · 2026 · Ayas, Suzan et al. · archived
  269. Task-Difficulty Homeostasis in Car Following Models: Experimental Validation Using Self-Paced Visual Occlusion · 2017 · Pekkanen, Jami et al. · archived
  270. DRIVER INATTENTION ↗ · 2004 · Richard, TAY et al. · indexed
  271. Driving mental workload and performance of ageing drivers ↗ · 2020 · Abd Rahman, Nurul Izzah et al. · indexed
  272. The Distracted Driver ↗ · 2011 · Hurts, Karel et al. · indexed
  273. An eye tracking investigation of attention mechanism in driving behavior under emotional issues and cognitive load ↗ · 2023 · Wang, Quan et al. · indexed
  274. SPORTING PERFORMANCE, PRESSURE AND COGNITION: INTRODUCING ATTENTIONAL CONTROL THEORY ↗ · 2016 · Eysenck, Michael W · indexed
  275. A Metric To Quantify Attentional Workload In Dual Task Driving Conditions ↗ · 2017 · Weir, David H. et al. · indexed
  276. An on-road assessment of the impact of cognitive workload on physiological arousal in young adult drivers · 2009 · Reimer, Bryan et al. · archived
  277. Mental workload while driving: Effects on visual search, discrimination, and decision making. ↗ · 2003 · Recarte, Miguel A. et al. · indexed
  278. Theory-based Models of Attention in Visual Workspaces ↗ · 2016 · Steelman, Kelly S. et al. · indexed
  279. A Strategically Timed Verbal Task Improves Performance and Neurophysiological Alertness During Fatiguing Drives · 2013 · Atchley, Paul et al. · archived
  280. Lane Keeping Under Cognitive Load ↗ · 2013 · He, Jibo et al. · indexed
  281. Time Sharing and Multiple Resource Theory ↗ · 2019 · Wickens, Christopher D. et al. · indexed
  282. The Effects of Visual and Cognitive Distraction on Driver Situation Awareness · 2011 · Rogers, Meghan L. et al. · archived
  283. An analysis of the effect of roadway design on driver's workload ↗ · 2009 · Pellegrino, O. · indexed
  284. Review of Risk Communication Strategies And Existing Alcohol-Impaired and Distracted Driving Safety Messages: Technical Report · 2023 · Zakrajsek, Jennifer et al. · archived
  285. Challenges for older drivers: Workload and risky behavior in simulated six-lane urban bidirectional road conflict scenarios ↗ · 2026 · Zhou, Yiwen et al. · indexed
  286. Defining workload in the context of driver state detection and HMI evaluation ↗ · 2012 · Mehler, Bruce et al. · indexed
  287. When is more actually better? expert opinions on assessment of situation awareness in relation to safe driving · 2024 · Zwart, Rins de et al. · archived
  288. DEVELOPING A MODEL OF DRIVER PERFORMANCE, SITUATION AWARENESS, AND COGNITIVE LOAD CONSIDERING DIFFERENT LEVELS OF PARTIAL VEHICLE AUTONOMY ↗ · 2022 · Cossitt, Jessie E. et al. · indexed
  289. The effects of conversation on working memory and situation awareness in simulated driving · 2018 · Heenan, Adam · archived
  290. Explaining human interactions on the road by large-scale integration of computational psychological theory · 2023 · Markkula, Gustav et al. · archived
  291. Modeling drivers' visual attention allocation while interacting with in-vehicle technologies. ↗ · 2006 · Horrey, William J. et al. · indexed
  292. Integrative Framework and Future Prospects for Remote Driving Workload Research ↗ · 2025 · Luo, Fan et al. · indexed
  293. An Evaluation of the IVIS-DEMAnD Driver Attention Demand Model ↗ · 2002 · Jackson, Douglas L. et al. · indexed
  294. Dissociation of Performance and Subjective Measures of Workload ↗ · 1988 · Yeh, Yei-Yu et al. · indexed
  295. Cognitive Attention Models for Driver Engagement in Intelligent and Semi-autonomous Vehicles · 2018 · Lee, John D. et al. · archived
  296. Mind the gap: Drivers underestimate the impact of the behaviour of other traffic on their workload ↗ · 2018 · Teh, Evona et al. · indexed
  297. Assessing the Impact of Age on Cognitively Induced Visual Tunneling · 2013 · Reimer, Bryan · archived
  298. Evaluating the moderating effect of in-vehicle warning information on mental workload and collision avoidance performance ↗ · 2022 · Chai, Chen et al. · indexed
  299. USING ARTIFICIAL POTENTIAL FIELDS TO MODEL DRIVER SITUATIONAL AWARENESS ↗ · 2022 · Jensen, Emily et al. · indexed
  300. Study on Driving Fatigue Based on Ergonomics ↗ · 2013 · Qi, Ji Yan · indexed
  301. Investigating the impact of driving workload on fatigue and performance for the purpose of road safety · 2026 · Serra, Patrizia et al. · archived
  302. Situational awareness in the automotive domain - Effects on driving performance and driver's behavior ↗ · 2023 · Pečečnik, Kristina Stojmenova · indexed
  303. Cognitive Workload and Attentional Allocation in One-Pedal Driving: A Human–Vehicle Interaction Study in Dynamic Car-Following Scenarios ↗ · 2026 · Wang, Sibo et al. · indexed
  304. Driver Distraction: Mechanisms, Evidence, Prevention, and Mitigation · 2023 · Regan, Michael A. et al. · archived
  305. From Concept to Representation: Modeling Driving Capability and Task Demand with a Multimodal Large Language Model ↗ · 2025 · Zhou, Haoran et al. · indexed
  306. A Review of Occlusion as a Tool to Assess Attentional Demand in Driving · 2021 · Kujala, Tuomo et al. · archived
  307. Identifying the Causes of Drivers’ Hazardous States Using Driver Characteristics, Vehicle Kinematics, and Physiological Measurements · 2018 · Darzi, Ali et al. · archived
  308. Automatic detection of driver's awareness with cognitive task from driving behavior ↗ · 2016 · Chakraborty, Basabi et al. · indexed
  309. Work-related driving safety in light vehicle fleets: A review of past research and the development of an intervention framework · 2010 · Newnam, Sharon et al. · archived
  310. Good driving skills: implications for assessment and training ↗ · 1997 · Ranney, Thomas A. · indexed
  311. A prediction model of the mental workload of pilots based on improved multiple resource theory ↗ · 2025 · Pei, Huining et al. · indexed
  312. A risk‐based driver behaviour model ↗ · 2023 · Yuan, Yuxia et al. · indexed
  313. Modelling driver behaviour as a continuum between defensive and neutral states ↗ · 2026 · Al-Haideri, Rulla et al. · indexed
  314. Overload depending on driving experience and situation complexity: Which strategies faced with a pedestrian crossing? · 2015 · Paxion, Julie et al. · archived
  315. Driver behavior on road work zones: a systematic review · 2023 · Silveira, Renato Luiz et al. · archived
  316. Investigating the Impact of Road Condition Complexity on Driving Workload Based on Subjective Measurement using NASA TLX · 2017 · Sugiono, Sugiono et al. · archived
  317. Literature Review of Behavioral Adaptations to Advanced Driver Assistance Systems · 2016 · AAA Foundation for Traffic Safety · archived
  318. THE IMPACT OF COGNITIVE DISTRACTION ON DRIVER VISUAL BEHAVIOUR AND VEHICLE CONTROL ↗ · 2002 · Harbluk, Joanne L. et al. · indexed
  319. Highly Automated Driving, Secondary Task Performance, and Driver State · 2012 · Merat, Natasha et al. · archived
  320. Detection of the Driver’s Mental Workload Level in Smart and Autonomous Systems Using Physiological Signals ↗ · 2022 · Wang, Dan et al. · indexed
  321. Understanding Driver Cognition and Decision-Making Behaviors in High-Risk Scenarios: A Drift Diffusion Perspective · 2025 · Huang, Heye et al. · archived
  322. Driver’s Mental Model of Vehicle Automation ↗ · 2020 · Seppelt, Bobbie et al. · indexed
  323. Modeling driver-vehicle interaction in automated driving Modellierung der Fahrer-Fahrzeug-Interaktion beim automatisierten Fahren · 2022 · Nobari, Khazar Dargahi et al. · archived
  324. Driving-related factors affecting mind-wandering behind the wheel: a systematic review ↗ · 2025 · Traficante, Sergio et al. · indexed
  325. Situation Awareness in Driving ↗ · 2025 · Endsley, Mica R. et al. · indexed
  326. 2H1-6　The Effect of Driver Engagement in Autonomous Driving based on Flow Experience · 2019 · Park, Jinsang et al. · archived
  327. Using tactile displays to maintain situational awareness during driving ↗ · 2013 · Howard, M. et al. · indexed
  328. Discount Driver Mental Workload Assessment ↗ · 2024 · Jiang, Haoyan et al. · indexed
  329. Real-Time Driver Cognitive Workload Recognition: Attention-Enabled Learning With Multimodal Information Fusion ↗ · 2024 · Yang, Haohan et al. · indexed
  330. Threaded cognition: An integrated theory of concurrent multitasking. ↗ · 2008 · Salvucci, Dario D. et al. · indexed
  331. Raising Awareness for Confusion - Stimulating the Discussion About Robustness of Mode Awareness Assessment in Automated Driving · 2025 · Plum, Lena et al. · archived
  332. Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism · 2021 · Zhu, Haibei et al. · archived
  333. Prediction of driver’s workload by means of fuzzy techniques ↗ · 2012 · Pellegrino, Orazio · indexed
  334. A Systemic Model for Driver-in-Control ↗ · 2003 · Hollnagel, Erik et al. · indexed
  335. Classifying driver workload using physiological and driving performance data ↗ · 2014 · Solovey, Erin T. et al. · indexed
  336. Mental Workload as a Function of Traffic Density: Comparison of Physiological, Behavioral, and Subjective Indices · 2003 · Baldwin, Carryl L et al. · archived
  337. The Driving Process in Traffic Psychology: Digital Needs to Re-Explore Theory ↗ · 2024 · Størseth, Fred · indexed
  338. Multimodal Machine Learning Framework for Driver Mental Workload Classification: A Comparative and Interpretable Approach ↗ · 2026 · Shao, Xiaojun et al. · indexed
  339. Preventing mind-wandering during driving: Predictions on potential interventions using a cognitive model ↗ · 2024 · Held, Moritz et al. · indexed
  340. Scenario Fidelity and Perceived Driver Mental Workload: Can Workload Assessment be Crowdsourced? ↗ · 2023 · Jiang, Haoyan et al. · indexed
  341. A MODEL FOR EVALUATING DRIVERS' MEAN SPEED : USING PSYCHOLOGICAL AND DRIVING SIMULATOR DATA · 2023 · javanbakht, navid et al. · archived
  342. How Demanding is "Just Driving?" A Cognitive Workload - Psychophysiological Reference Evaluation · 2019 · Mehler, Bruce et al. · archived
  343. Personalized Driver Workload Estimation in Real-World Driving ↗ · 2018 · Murphey, Yi et al. · indexed
  344. Evaluation of a Method to Estimate Driving Workload in Real Time: Watching Video Clips Versus Simulated Driving · 2011 · Green, Paul et al. · archived
  345. Demand-Based Driver Distraction Quantitative Balance Model ↗ · 2011 · Wu, Zhizhou et al. · indexed
  346. Computational Models for In-Vehicle User Interface Design: A Systematic Literature Review · 2024 · Lorenz, Martin et al. · archived
  347. Linking the Detection Response Task and the AttenD Algorithm Through Assessment of Human–Machine Interface Workload · 2017 · Lee, Joonbum et al. · archived
  348. Visual Attention in Driving: The Effects of Cognitive Load and Visual Disruption ↗ · 2007 · Lee, Yi-Ching et al. · indexed
  349. Spare visual capacity and driver inattention in lateral vehicle control ↗ · 2025 · Sarkar, Abhishek et al. · indexed
  350. Driver Support Functions under Resource-Limited Situations ↗ · 2008 · INAGAKI, Toshiyuki et al. · indexed
  351. The Dissociation between Subjective Workload and Performance: A Multiple Resource Approach ↗ · 1983 · Wickens, Christopher D. et al. · indexed
  352. Human-like driving behaviour emerges from a risk-based driver model · 2020 · Kolekar, Sarvesh et al. · archived
  353. Modeling Drivers' Risk Perception via Attention to Improve Driving Assistance · 2024 · Biswas, Abhijat et al. · archived
  354. DriveSAM: Cognitive Perspective on Driving Maneuvers Based on Drivers’ Attention Using Eye Gaze Data · 2023 · Kwakye, Kelvin et al. · archived
  355. What Drivers Know and Think They Know During Takeover: Effects of Spatial Risk, Temporal Risk, and NDRT on Situation Awareness ↗ · 2026 · Lo, Wei-Hsiang et al. · indexed
  356. Ageing drivers’ mental workload in real-time driving tasks based on subjective and objective measures · 2021 · Rahman, Nurul Izzah Abd et al. · archived
  357. Underload and performance impairment: evidence from studies of stress and simulated driving ↗ · 2017 · Matthews, Gerald et al. · indexed
  358. Various Degrees of Mental Workload and Its Effect on Driver Reaction Time ↗ · 2013 · Shi, Jianjun et al. · indexed
  359. Driving Context Sensitivity: An Endogenous Concept for Capturing Intra-driver Heterogeneity ↗ · 2026 · Mohammadian, Saeed et al. · indexed
  360. Driver arousal and workload under partial vehicle automation: A pilot study · 2020 · Lohani, M et al. · archived
  361. Multimodal prediction of situation awareness during automated driving: a gaze and EEG-based approach ↗ · 2025 · Lim, Chiho et al. · indexed
  362. The Dimensional Model of Driver Demand: Extension to Auditory-Vocal and Mixed-Mode Tasks ↗ · 2016 · Young, Richard et al. · indexed
  363. The impact of eye movements and cognitive workload on lateral position variability in driving · 2013 · Cooper, JM et al. · archived
  364. Predictive Performance Models and Multiple Task Performance ↗ · 1989 · Wickens, Christopher D. et al. · indexed
  365. Modeling and Analysis of Microscopic Risk Avoidance Behavior of Homogeneous Driver Groups Under Risk Scenarios ↗ · 2024 · Zheng, Lili et al. · indexed
  366. Effect of the restricted visual field on mental workload during automobile driving ↗ · 2025 · Chihara, Takanori et al. · indexed
  367. Reaction time of the secondary task while driving in various situations ↗ · 2003 · Ihata, N. et al. · indexed
  368. A Stochastic Delay Differential Equation Model of Multitasking While Driving ↗ · 2026 · Trommler, Daniel et al. · indexed
  369. On investigating drivers’ attention allocation during partially-automated driving · 2024 · Eddine, RJ et al. · archived
  370. CVO driver fatigue and complex in-vehicle systems · 1997 · Lee, Jacsik et al. · archived
  371. DRIVER INFORMATION NEEDS ↗ · 1971 · Allen, T M et al. · indexed
  372. Modeling of Stimulus-Response Secondary Tasks with Different Modalities while Driving in a Computational Cognitive Architecture ↗ · 2017 · Jeong, Heejin et al. · indexed
  373. Driver workload classification through neural network modeling using physiological indicators ↗ · 2013 · Hoogendoorn, Raymond et al. · indexed
  374. Understanding Driver's Situation Awareness in Highly Automated Driving ↗ · 2022 · Kim, Young Woo et al. · indexed
  375. Driver’s Behavior and Mental Workload of Self-Driving Vehicle Following Behind Speed-Limited Autonomous Vehicle · 2019 · ASANUMA, Takashi et al. · archived
  376. Modeling simple driving tasks with a one-boundary diffusion model · 2013 · Strayer, David L. · archived
  377. ON THE MULTIDISCIPLINARY DYNAMICS OF TRAFFIC SCIENCE ↗ · 1987 · Michon, J A · indexed
  378. A Stochastic Delay Differential Equation Model of Multitasking While Driving ↗ · 2026 · Trommler, Daniel et al. · indexed
  379. Framework of Adaptive Driving: Linking Situation Awareness, Driving Goals, and Driving Intentions Using Eye-Tracking and Vehicle Kinetic Data ↗ · 2025 · Lai, Hsueh-Yi · indexed
  380. A Formal Method for Assessing Mental Workload ↗ · 2023 · Bolton, Matthew L. et al. · indexed
  381. Dual nature of sensation seeking in driving situations: Relationship with risky driving and mental workload · 2018 · Miyazaki, Akio et al. · archived
  382. Impact of Incremental Increases in Cognitive Workload on Physiological Arousal and Performance in Young Adult Drivers ↗ · 2009 · Mehler, Bruce et al. · indexed
  383. Great expectations: a predictive processing account of automobile driving · 2017 · Engström, Johan et al. · archived
  384. Measuring cognitive distraction in the automobile · 2013 · Strayer, DL et al. · archived
  385. Predictors of Mind-Wandering While Driving · 2017 · Rodd, Heather E K et al. · archived
  386. Cognitive Driver Distraction Improves Straight Lane Keeping: A Cybernetic Control Theoretic Explanation ↗ · 2016 · Boer, Erwin R. et al. · indexed
  387. Effect of changing driving conditions on driver behavior towards design of a safe and efficient traffic system. · 2013 · Aghazadeh, Fereydoun et al. · archived
  388. The Measurement of Driver's Mental Workload: A Simulation-Based Study ↗ · 2007 · Liu, Ning et al. · indexed
  389. Mind-Wandering Tends to Occur under Low Perceptual Demands during Driving · 2016 · Lin, Chin-Teng et al. · archived
  390. Investigating the influence of working memory capacity when driving behavior is combined with cognitive load: An LCT study of young novice drivers ↗ · 2013 · Ross, Veerle et al. · indexed
  391. The influence of differences in the functioning of the neurocognitive attentional networks on drivers’ performance ↗ · 2013 · Roca, Javier et al. · indexed
  392. Gaze Entropy Metrics for Mental Workload Estimation are Heterogenous During Hands-Off Level 2 Automation · 2023 · Goodridge, Courtney Michael et al. · archived
  393. Effects of steering demand on lane keeping behaviour, self-reports, and physiology. A simulator study ↗ · 2011 · Dijksterhuis, Chris et al. · indexed
  394. Model-Based Analysis and Classification of Driver Distraction Under Secondary Tasks ↗ · 2010 · Ersal, Tulga et al. · indexed
  395. Driver strategies for engaging in distracting tasks using in-vehicle technologies · 2008 · Lerner, Neil et al. · archived
  396. Simulator Study of Involuntary Driver Distraction Under Different Perceptual Loads ↗ · 2017 · Hoekstra-Atwood, Liberty et al. · indexed
  397. Mental workload accumulation effect of mobile phone distraction in L2 autopilot mode · 2022 · Zhao, Hongfei et al. · archived
  398. Is the Technology in Your Car Driving You to Distraction? · 2015 · Strayer, David L. · archived
  399. The "Out-of-the-Loop" concept in automated driving: proposed definition, measures and implications · 2018 · Merat, Natasha et al. · archived
  400. Vigilance and Simulated Night Driving ↗ · 1976 · BOADLE, JUDITH · indexed
  401. Comparative analysis of mental workload and performance between young and elderly drivers: Implications for road safety and age-related driving challenges ↗ · 2024 · Entezarizarch, Elham et al. · indexed
  402. The impact of secondary task cognitive processing demand on driving performance ↗ · 2006 · Blanco, Myra et al. · indexed
  403. Driver’s Attention Allocation and Mental Workload at Different Random Hazard Points on Prairie Highway ↗ · 2022 · Lyu, Zhen et al. · indexed
  404. The Effects of Extra Cognitive Workload on Drivers’ Driving Performance under Smooth Car-Following Drive and Critical Situations ↗ · 2020 · Zhai, Junda et al. · indexed
  405. Hazard perception performance and psychological factors of distracted drivers: what are the associations? ↗ · 2024 · Watling, Christopher N. et al. · indexed
  406. Minimum Time to Situational Awareness During Transfer of Control Under Varying Levels of Task Load · 2020 · Knodler, Michael A. et al. · archived
  407. Systematic review of cognitive impairment in drivers through mental workload using physiological measures of heart rate variability · 2024 · Raza, Mansoor S. et al. · archived
  408. NET-RAT: Non-equilibrium traffic model based on risk allostasis theory ↗ · 2023 · Mohammadian, Saeed et al. · indexed
  409. An examination of sustained attention during complex multitasking scenarios · 2025 · Rann, Jonathan C. et al. · archived
  410. Efficiently Explained: Leveraging the SEEV Cognitive Model for Optimal Explanation Delivery · 2024 · Bairy, Akhila et al. · archived
  411. Mental workload is reflected in driver behaviour, physiology, eye movements and prefrontal cortex activation ↗ · 2018 · Foy, Hannah J. et al. · indexed
  412. Reduced Attention Allocation during Short Periods of Partially Automated Driving: An Event-Related Potentials Study · 2017 · Solís-Marcos, Ignacio et al. · archived
  413. On-line driver workload estimation. Effects of road situation and age on secondary task measures ↗ · 2000 · Verwey, Willem B. · indexed
  414. Precursor Systems Analyses of Automated Highway Systems. Automated Check Out · 1995 · NHTSA · archived
  415. Exploring hazard anticipation and stress while driving in light of defensive behavior theory · 2023 · Kerautret, Laora et al. · archived
  416. Working memory capacity, visual attention and hazard perception in driving. ↗ · 2016 · Wood, G. et al. · indexed
  417. Does advanced driver training improve situational awareness? ↗ · 2009 · Walker, Guy H. et al. · indexed
  418. A comparison of the driving behavior between remunerated and volunteer drivers · 2010 · Newnam, Sharon et al. · archived
  419. A Computational Model of Attention/Situation Awareness ↗ · 2002 · McCarley, Jason S. et al. · indexed
  420. Psychological attentional characteristics based on TEST2DRIVE test battery and age as a factor of drivers distraction in LCT and 3VPT simulator scenarios · 2018 · Tarnowski, Adam et al. · archived
  421. On the concept and measurement of driver drowsiness, fatigue and inattention: implications for countermeasures ↗ · 2006 · Gimeno, Pilar Tejero et al. · indexed
  422. A simple model of driver behaviour to sustain design and safety assessment of automated systems in automotive environments ↗ · 2010 · Cacciabue, Pietro Carlo et al. · indexed
  423. Driver Risk Perception and Road Traffic Accident ↗ · 2009 · Yang, Jingshuai et al. · indexed
  424. From Awareness to Intent: Mitigating Silent Driving System Failures through Prospective Situation Awareness Enhancing Interfaces · 2026 · Wang, Jiyao et al. · archived
  425. Determinants of risky driving behaviors in professional bus drivers: A questionnaire investigation ↗ · 2026 · Gao, Zhibo et al. · indexed
  426. Vigilance and Fatigue ↗ · 2016 · Eisert, Jesse et al. · indexed
  427. Driver visual attention model based on top-down mechanism ↗ · 2024 · Li, Qinghao et al. · indexed
  428. Using pupillometry and gaze-based metrics for understanding drivers’ mental workload during automated driving · 2023 · Radhakrishnan, Vishnu et al. · archived
  429. Working Stress Analysis of Rail Transit Driver Based on ECR Model ↗ · 2017 · Dong, Shoufang et al. · indexed
  430. A comparative study on the effects of mind-wandering, distraction, and fatigue on driving performance and physiological responses ↗ · 2026 · Chen, Jingrui et al. · indexed
  431. Estimation of driver's mental workload using visual information and heart rate variability ↗ · 2010 · Kawakita, Eiji et al. · indexed
  432. Human-kinetic multiclass traffic flow theory and modelling. With application to Advanced Driver Assistance Systems in congestion ↗ · 2004 · Tampère, Chris · indexed
  433. DEV: A Driver-Environment-Vehicle Closed-Loop Framework for Risk-Aware Adaptive Automation of Driving · 2025 · Halin, Anaïs et al. · archived
  434. A Contextual Multimodal System for Increasing Situation Awareness and Takeover Quality in Conditionally Automated Driving · 2023 · Capallera, Marine et al. · archived
  435. How the cognitive load of simulated driving affects the brain dynamics underlying auditory attention ↗ · 2024 · Banz, Barbara C. et al. · indexed
  436. Physiological Indicators of Driver Workload During Car-Following Scenarios and Takeovers in Highly Automated Driving · 2021 · Radhakrishnan, Vishnu et al. · archived
  437. Driver's arousal and workload under partial vehicle automation · 2020 · Strayer, DL et al. · archived
  438. Driver's arousal and workload under partial vehicle automation · 2020 · Cooper, JM et al. · archived
  439. Mental workload prediction based on attentional resource allocation and information processing ↗ · 2015 · Xiao, Xu et al. · indexed
  440. Bicyclist-evoked arousal and greater attention to bicyclists independently promote safer driving · 2021 · Kim, Andy Jeesu et al. · archived
  441. Development and Evaluation of New Anchors for Ratings of Driving Workload · 2012 · Lin, Brian T W et al. · archived
  442. The Influence of the Human Factor on Vigilance in Driving ↗ · 2022 · Buriak, S. Y et al. · indexed
  443. A Driver Model as Development Tool for Vehicle Handling Design ↗ · 2021 · Schuller, Juergen et al. · indexed
  444. Effects of Conversation on Situation Awareness and Working Memory in Simulated Driving ↗ · 2014 · Heenan, Adam et al. · indexed
  445. THE INFLUENCE OF DISTRACTORS ON VISUAL ATTENTION AND SAFETY-RELATED BEHAVIORS WHILE DRIVING ↗ · 2025 · ODACHOWSKA-ROGALSKA, Ewa et al. · indexed
  446. Ambient Light Conveying Reliability Improves Drivers’ Takeover Performance without Increasing Mental Workload · 2022 · Figalová, Nikol et al. · archived
  447. Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism ↗ · 2021 · Zhu, Haibei et al. · indexed
  448. Allocation of Driver Attention for Varying In-Vehicle System Modalities ↗ · 2020 · Li, Ning et al. · indexed
  449. Attention-Based Model of Driver Performance in Rear-End Collisions ↗ · 2000 · Brown, Timothy L. et al. · indexed
  450. A Systematic Review of In-Vehicle Physiological Indices and Sensor Technology for Driver Mental Workload Monitoring · 2023 · Sriranga, Ashwini Kanakapura et al. · archived
  451. Preventing mind-wandering during driving: Predictions on potential interventions using a cognitive model ↗ · 2023 · Held, Moritz et al. · indexed
  452. Human-centric analysis of driver inattention ↗ · 2013 · Taib, Ronnie et al. · indexed
  453. Perceptual load in central and peripheral regions and its effects on driving performance: advertizing billboards ↗ · 2012 · Marciano, Hadas et al. · indexed
  454. A survey of the relationship between the mental workload and cognitive failure in taxi drivers, 2017 ↗ · 2017 · Kazemi, Reza et al. · indexed
  455. Using Driver Performance Measures to Estimate Workload ↗ · 2002 · Hurwitz, Joshua B. et al. · indexed
  456. VISUAL AND MANUAL DEMANDS OF IN-CAR CONTROLS AND DISPLAYS ↗ · 1993 · Wierwille, Walter W. · indexed
  457. Assessing the validity of situation awareness measures through visual behaviours in car driving: A comprehensive review ↗ · 2026 · Pelerin, Maëlle et al. · indexed
  458. Analyzing the Influencing Factors and Workload Variation of Takeover Behavior in Semi-Autonomous Vehicles ↗ · 2022 · Zhang, Hui et al. · indexed
  459. The effect of cognitive load on Detection-Response Task (DRT) performance during day- and night-time driving: A driving simulator study · 2023 · Öztürk, İbrahim et al. · archived
  460. Driver distraction and driver inattention: Definition, relationship and taxonomy ↗ · 2011 · Regan, Michael et al. · indexed
  461. The effect of cognitive tasks on predicting eventis in traffic ↗ · 2008 · Baumann, Michael R. et al. · indexed
  462. Creating the environment for driver distraction: A thematic framework of sociotechnical factors ↗ · 2018 · Parnell, Katie J. et al. · indexed
  463. A Neurofuzzy Approach to Modeling Longitudinal Driving Behavior and Driving Task Complexity ↗ · 2012 · Hoogendoorn, R. G. et al. · indexed
  464. Research on Distracted Driving State Recognition and Its Impact Using an Ensemble Learning Model Based on Multimodal Information Fusion ↗ · 2026 · Ma, Dezhong et al. · indexed
  465. Manipulating Drivers' Mental Workload: Neuroergonomic Evaluation of the Speed Regulation N-Back Task Using NASA-TLX and Auditory P3a · 2023 · Figalová, Nikol et al. · archived
  466. Demonstrating Brain-Level Interactions Between Visuospatial Attentional Demands and Working Memory Load While Driving Using Functional Near-Infrared Spectroscopy ↗ · 2019 · Scheunemann, Jakob et al. · indexed
  467. A Multi-Dimensional Psychological Model of Driver Takeover Safety in Automated Vehicles: Insights from User Experience and Behavioral Moderators ↗ · 2025 · Li, Ruiwei et al. · indexed
  468. Executive function and drivers’ ability to self-regulate behaviour when engaging with devices ↗ · 2024 · Young, Kristie L. et al. · indexed
  469. Impact of Cognitive Workload on Physiological Arousal and Performance in Younger and Older Drivers · 2011 · Son, Joonwoo et al. · archived
  470. How is Driving-Related Attention in Driving with Visual Secondary Tasks Controlled? Evidence for Top-Down Attentional Control ↗ · 2017 · Metz, Barbara et al. · indexed
  471. Using Queuing Network and Logistic Regression to Model Driving with a Visual Distraction Task ↗ · 2013 · Bi, Luzheng et al. · indexed
  472. Effects of Non-Driving-Related Tasks with Different Resource Demands on Driver Gaze Behavior ↗ · 2022 · Xu, Linli et al. · indexed
  473. A Driver Model as Development Tool for Vehicle Handling Design ↗ · 1999 · Schuller, Juergen et al. · indexed
  474. Display formats and commercial vehicle operator (CVO) workload · 1997 · Carney, Cher et al. · archived
  475. THEORETICAL EXPLANATION OF VIGILANCE DECREMENT ↗ · 2017 · Yadav, Anil Kumar et al. · indexed
  476. Lagun’s law and the foundations of cognitive drive architecture: A first principles theory of effort and performance ↗ · 2025 · Lagun, Nikesh · indexed
  477. Modeling pilot mental workload using information theory ↗ · 2019 · Zhang, X. et al. · indexed
  478. Driver’s Cognitive Workload and Driving Performance under Traffic Sign Information Exposure in Complex Environments: A Case Study of the Highways in China ↗ · 2017 · Lyu, Nengchao et al. · indexed
  479. Mental workLoad Accumulation Effect of Mobile Phone Distraction in L2 Autopilot Mode · 2022 · Zhao, Hongfei et al. · archived
  480. Driver behaviour with adaptive cruise control · 2005 · Stanton, Neville A. et al. · archived
  481. Review and reappraisal of modelling and predicting mental workload in single- and multi-task environments ↗ · 2000 · Xie, Bin et al. · indexed
  482. APLICABILIDADE DE MODELOS DE TOMADA DE DECISÃO DE RISCO PARA ENTENDER O COMPORTAMENTO DE MOTRISTAS DURANTE RETOMADAS DE CONTROLE EM AUTOMAÇÃO VEICULAR ↗ · 2019 · Gonçalves, Rafael Cirino et al. · indexed
  483. Multi-source enriched driving behavior models A driving simulator case study in Germany ↗ · 2025 · Al Haddad, Christelle et al. · indexed
  484. Workshop on Situation Awareness in Automotive Evaluation & Design ↗ · 2016 · Zhang, Yu et al. · indexed
  485. The Effect of Secondary Task on Driving Performance, Physiological Indices, and Mental Workload: A Study Based on Simulated Driving ↗ · 2007 · Ge, Yan et al. · indexed
  486. Naturalistic Driving: User and Task Analysis ↗ · 2003 · Ward, P et al. · indexed
  487. Design of Effective Feedback: Understanding Driver, Feedback, and Their Interaction ↗ · 2013 · Feng, Jing et al. · indexed
  488. Changes in Extent of Spatial Attention with Increased Workload in Dual-Task Driving ↗ · 2010 · Bian, Zheng et al. · indexed
  489. Effects of Memory Rehearsal on Driver Performance: Experiment and Theoretical Account ↗ · 2008 · Salvucci, Dario D. et al. · indexed
  490. Mobile Phone Use “on the Road”: A Self-Report Study on Young Drivers · 2021 · Fraschetti, Angelo et al. · archived
  491. Underload on the Road: Measuring Vigilance Decrements During Partially Automated Driving · 2021 · McWilliams, Thomas et al. · archived
  492. Situation Awareness in Driving ↗ · 2020 · Endsley, Mica · indexed
  493. Resolving uncertainty on the fly: modeling adaptive driving behavior as active inference ↗ · 2024 · Engström, Johan et al. · indexed
  494. ERGONOMICS OF THE DRIVER'S INTERFACE WITH THE ROAD ENVIRONMENT: THE CONTRIBUTION OF PSYCHOLOGICAL RESEARCH ↗ · 2002 · Saad, Fathinul Syahir Ahmad · indexed
  495. Control Theoretic Models of Human Drivers in Car Following ↗ · 1977 · Bekey, George A. et al. · indexed
  496. Enhancing the Vigilance of Car Drivers:a Review on Fatigue Caused by the Driving Task and Possible Countermeasures · 2020 · van Veen, Sigrid et al. · archived
  497. A study on the cognitive workload characteristics according to the driving behavior in the urban road ↗ · 2018 · Kim, HyunSuk et al. · indexed
  498. Understanding Driver Response Patterns to Mental Workload Increase in Typical Driving Scenarios ↗ · 2018 · Liao, Yuan et al. · indexed
  499. The impact of cognitive workload on physiological arousal in young adult drivers: a field study and simulation validation ↗ · 2011 · Reimer, Bryan et al. · indexed
  500. Identifying Negative Driver States that Share Commonalities for Interventions ↗ · 2025 · Seaman, Sean et al. · indexed
  501. Investigating the interplay between cognitive workload and situation awareness during full driving automation ↗ · 2024 · Sahoo, Praneet et al. · indexed
  502. How is the Driver's Workload Influenced by the Road Environment? ↗ · 2017 · Bongiorno, Nicola et al. · indexed
  503. SPIDER ↗ · 2015 · Strayer, David L. et al. · indexed
  504. Resources and Tools to Reduce Multiple Risky Driving Behaviors · 2024 · Finley, Kari et al. · archived
  505. Investigating the Feasibility of Vehicle Telemetry Data as a Means of Predicting Driver Workload · 2017 · Taylor, Phillip et al. · archived
  506. Driven to distraction ↗ · 2015 · Strayer, DL et al. · indexed
  507. Improve driver performance by experience of driver cognitive behavior model's practice ↗ · 2009 · Liu, Y. F. et al. · indexed
  508. The Influence of Driver Stress, Partial-Vehicle Automation, and Subjective State on Driver Performance ↗ · 2005 · Funke, Gregory J. et al. · indexed
  509. Primary Task Disruption from Multiple In-Vehicle Systems ↗ · 2002 · Lansdown, Terry C. et al. · indexed
  510. Attention estimation by simultaneous observation of viewer and view ↗ · 2010 · Doshi, Anup et al. · indexed
  511. Development of In-Vehicle Information Dissemination Mechanisms to Reduce Cognitive Burden in the Information-Rich Driving Environment · 2022 · Agrawal, Shubham et al. · archived
  512. Stress-related psychosocial factors at work, fatigue, and risky driving behavior in bus rapid transport (BRT) drivers ↗ · 2017 · Useche, Sergio A. et al. · indexed
  513. Capturing Voluntary, Involuntary, and Habitual Components of Driver Distraction in a Self-Reported Questionnaire · 2015 · Marulanda, Susana et al. · archived
  514. Driver Workload Characteristics Analysis Using EEG Data From an Urban Road ↗ · 2014 · Kim, Hyun Suk et al. · indexed
  515. Determinants of Association and Dissociation between Subjective and Objective Measures of Workload ↗ · 2018 · Yakobi, Ofir · indexed
  516. Research Framework for Studying Driver Distraction on Polish City Highways · 2013 · Kelwyn A. D’Souza et al. · archived
  517. Assessment of Attentional Workload while Driving by Eye-fixation-related Potentials ↗ · 2012 · TAKEDA, Yuji et al. · indexed
  518. Effects of Driving Task Demands and Information Load on AR-HUD Cognitive Efficiency: The Moderating Role of Working Memory Capacity in a VR-Based Simulated Driving Environment. ↗ · 2026 · Li J et al. · indexed
  519. Visual Attention, Scanning, and Information Sampling ↗ · 2022 · Wickens, C. D. · indexed
  520. A Field Study Assessing Driving Performance, Visual Attention, Heart Rate and Subjective Ratings in Response to Two Types of Cognitive Workload · 2013 · Yang, Yan et al. · archived
  521. The influence of music on mental effort and driving performance ↗ · 2012 · Ünal, Ayça Berfu et al. · indexed
  522. Hazard perception performance and psychological factors of distracted drivers: what are the associations? ↗ · 2024 · Watling, Christopher N. et al. · indexed
  523. In-Vehicle Information Systems Behavioral Model and Design Support: Final Report · 2000 · Hankey, J. M. et al. · archived
  524. Towards a Context-Dependent Multi-Buffer Driver Distraction Detection Algorithm · 2022 · Ahlstrom, Christer et al. · archived
  525. Relevant Physiological Indicators for Assessing Workload in Conditionally Automated Driving, Through Three-Class Classification and Regression · 2022 · Meteier, Quentin et al. · archived
  526. A Comparative Analysis of Mental Workload between Train and Bus Drivers · 2018 · Soewardi, Hartomo et al. · archived
  527. Research on young drivers’ workload based on simulated distracted driving test ↗ · 2026 · Zhao, Xiaoping et al. · indexed
  528. Mental Workload in Truck Driving: A NASA-TLX and HRV-Based Comparison Across Day-Night and Rural-Urban Conditions · 2025 · Hastiya Annisa Fitri et al. · archived
  529. Analysis of Causal Factor of Driver Fatigue in the Driving in Different Driving Conditions ↗ · 2024 · Adachi, Masataka et al. · indexed
  530. Workload Changes in Teenaged Drivers Driving with Distractions ↗ · 2005 · Slick, Renee F et al. · indexed
  531. Multi-vehicle anticipation-based driver behavior models: a synthesis of existing research and future research directions ↗ · 2024 · Nirmale, Sangram et al. · indexed
  532. Effects of Cognitive Load and Anticipation on Driver Responses to a Critical Traffic Event ↗ · 2018 · Engström, Johan et al. · indexed
  533. Models of sustained attention ↗ · 2019 · Esterman, Michael et al. · indexed
  534. The Evolution of Autonomic Space as a Method of Mental Workload Assessment for Driving · 2003 · Lenneman, John K et al. · archived
  535. Spare visual capacity and driver inattention in dynamic car following scenarios ↗ · 2024 · Kujala, Tuomo et al. · indexed
  536. The antecedents, experience, and coping strategies of driver boredom in young adult males ↗ · 2016 · Steinberger, Fabius et al. · indexed
  537. Queuing Network Modeling of Driver Lateral Control With or Without a Cognitive Distraction Task ↗ · 2012 · Bi, Luzheng et al. · indexed
  538. The Influence of the Secondary Tasks on Driving Performance and Mental Workload at Different Speeds ↗ · 2019 · Chen, Pei et al. · indexed
  539. Understanding and Modeling the Human Driver ↗ · 2003 · Macadam, Charles C. · indexed
  540. Psychosocial work factors, road traffic accidents and risky driving behaviours in low-and middle-income countries: A scoping review ↗ · 2023 · Amoadu, Mustapha et al. · indexed
  541. Simulating the effect of cognitive load on braking responses in lead vehicle braking scenarios ↗ · 2018 · Engström, Johan et al. · indexed
  542. Dissociation between driving performance and drivers' subjective estimates of performance and workload in dual-task conditions ↗ · 2009 · Horrey, William J. et al. · indexed
  543. Modeling Driver Situational Awareness in Takeover Scenarios Using Multimodal Data and Machine Learning ↗ · 2025 · Jia, Lesong et al. · indexed
  544. Adaptive multi-modal interface model concerning mental workload in take-over request during semi-autonomous driving ↗ · 2021 · Chen, Weiya et al. · indexed
  545. Tools for Transport: Driven to Learn With Connected Vehicles · 2021 · Morris, Nichole et al. · archived
  546. Analysis of Driving Behaviors and Cognitive Load Impacts of Human Drivers in Connected Work Zones ↗ · 2024 · He, Liying et al. · indexed
  547. Mental Workload and Situation Awareness ↗ · 2006 · Tsang, Pamela S. et al. · indexed
  548. Heavy Vehicle Driver Workload Assessment: Lessons from Aviation ↗ · 1992 · Kantowitz, Barry H. · indexed
  549. Modeling takeover decisions in driving automation: a multilevel drift–diffusion model (MDDM) framework integrating human, system, and environmental factors ↗ · 2026 · Sheng, Youyu et al. · indexed
  550. Distracted Driving Due to Visual Working Memory Load · 2014 · Mordkoff, J. Toby et al. · archived
  551. Effects of Cueing and Knowledge of Results on Workload and Boredom in Sustained Attention ↗ · 1999 · Hitchcock, Edward M. et al. · indexed
  552. Risk homeostasis theory and its critics: time for an agreement ↗ · 1988 · Janssen, Wiel H. et al. · indexed
  553. Arousal, monotony, and accidents in line driving. ↗ · 1970 · McBain, William N. · indexed
  554. Prediction of Crash Risk based on Driving Behaviour ↗ · 2022 · Manjunath, Abhijna · indexed
  555. Limits of spatial attention in three-dimensional space and dual-task driving performance ↗ · 2011 · Andersen, George J. et al. · indexed
  556. An Examination of the Relationship Between Attention Profiles and Simulated Driving Performance ↗ · 2007 · Nelson, Meghann et al. · indexed
  557. Driving performance and specific attentional domains ↗ · 2019 · Liebherr, Magnus et al. · indexed
  558. Seemingly irrational driving behavior model: The effect of habit strength and anticipated affective reactions ↗ · 2015 · Chung, Yi-Shih · indexed
  559. Identifying Mind-wandering behind the Wheel · 2009 · He, Jibo et al. · archived
  560. Work stress, fatigue and risk behaviors at the wheel: Data to assess the association between psychosocial work factors and risky driving on Bus Rapid Transit drivers · 2017 · Useche, Sergio et al. · archived
  561. Mental Workload and Situation Awareness ↗ · 2012 · Vidulich, Michael A. et al. · indexed
  562. The interplay between cognitive load and driving in scenarios of daily commuting ↗ · 2022 · Felisberti, Fatima Maria et al. · indexed
  563. A merging interaction model explains human drivers' behaviour from input signals to decisions · 2023 · Abbink, David A. · archived
  564. A model of dyadic merging interactions explains human drivers’ behavior from control inputs to decisions · 2024 · Abbink, David A. · archived
  565. Bad Driving Is Associated With Lower Awareness of Driving · 2019 · Sanbonmatsu, David M. et al. · archived
  566. The effect of a secondary task on drivers’ gap acceptance and situational awareness at junctions ↗ · 2021 · Robbins, Chloe J. et al. · indexed
  567. Promote or inhibit: An inverted U-shaped effect of workload on driver takeover performance ↗ · 2020 · Ma, Shu et al. · indexed
  568. EEG-Based Mental Workload Neurometric to Evaluate the Impact of Different Traffic and Road Conditions in Real Driving Settings ↗ · 2018 · Di Flumeri, Gianluca et al. · indexed
  569. Shifting Eyes and Thinking Hard Keep Us in Our Lanes ↗ · 2009 · Cooper, Joel M. et al. · indexed
  570. Situation Awareness and Driving Performance in a Simulated Navigation Task ↗ · 2006 · Ma, Ruiqi et al. · indexed
  571. Situational Awareness in the Context of Automated Driving - Adapting the Situational Awareness Global Assessment Technique · 2023 · Schwindt, Sarah et al. · archived
  572. Identifying objective behavioural measures of expert driver situation awareness ↗ · 2021 · McKerral, Angus et al. · indexed
  573. On the impact of on-road partially-automated driving on drivers’ cognitive workload and attention allocation ↗ · 2024 · Biondi, FN et al. · indexed
  574. Using Task Switching to Explain Effects of Non-Driving Related Activities on Takeover and Manual Driving Behavior Following Level 3 Automated Driving ↗ · 2022 · Shi, Elisabeth et al. · indexed
  575. Measurement and Interpretation of Driver Steering Behavior and Performance ↗ · 1973 · Weir, David H. et al. · indexed
  576. A Cognitive Model to Anticipate Variations of Situation Awareness and Attention for the Takeover in Highly Automated Driving ↗ · 2022 · Scharfe-Scherf, Marlene Susanne Lisa et al. · indexed
  577. Work Environment, Stress, and Driving Anger: A Structural Equation Model for Predicting Traffic Sanctions of Public Transport Drivers · 2018 · Montoro, Luis et al. · archived
  578. Multi-Level Driver Workload Prediction using Machine Learning and Off-the-Shelf Sensors ↗ · 2018 · van Gent, Paul et al. · indexed
  579. Reading Text While Driving ↗ · 2014 · Liang, Yulan et al. · indexed
  580. Experience and Visual Attention in Driving ↗ · 2008 · Chapman, Peter et al. · indexed
  581. Driver models in automobile dynamics application ↗ · 2007 · Plöchl, Manfred et al. · indexed
  582. How Do Non-driving-related Tasks Affect Engagement Under Highly Automated Driving Situations? A Literature Review · 2021 · Jaussein, Marie et al. · archived
  583. Judging Thieves of Attention ↗ · 2015 · Hancock, Peter A. et al. · indexed
  584. Incorporating driver distraction in car-following models: Applying the TCI to the IDM ↗ · 2013 · Hoogendoorn, Raymond et al. · indexed
  585. Let Complexity Bring Clarity: A Multidimensional Assessment of Cognitive Load Using Physiological Measures · 2022 · Nilsson, Emma J. et al. · archived
  586. Physiological Measures of Risk Perception in Highly Automated Driving · 2022 · Perello-March, Jaume R. et al. · archived
  587. A Bayesian Reference Model for Visual Time-Sharing Behaviour in Manual and Automated Naturalistic Driving ↗ · 2020 · Morando, Alberto et al. · indexed
  588. On working memory and a productivity illusion in distracted driving. · 2016 · Strayer, David L. et al. · archived
  589. Understanding driver performance variability and perception of risk : driver hazard perception research plan · 1998 · Lerner, N. et al. · archived
  590. The relationship between attentional bias toward safety and driving behavior ↗ · 2016 · Zheng, Tingting et al. · indexed
  591. Evaluation of Driving-Assistance Systems Based on Drivers' Workload · 2001 · Takada, Yuji et al. · archived
  592. Monitoring drivers’ mental workload in driving simulators using physiological measures ↗ · 2010 · Brookhuis, Karel A. et al. · indexed
  593. Using Models Based on Cognitive Theory to Predict Human Behavior in Traffic: A Case Study ↗ · 2023 · Schumann, Julian F. et al. · indexed
  594. Recherche d'indicateurs d'inattention en conduite automobile : apports des mesures physiologiques et comportementales ↗ · 2026 · Pepin, Guillaume · indexed
  595. Assessing Energy-Related Situation Awareness Using Self-Controlled Occlusion During Electric Vehicle Driving Scenes · 2024 · Gödker, Markus et al. · archived
  596. Factors That Affect Drivers’ Perception of Closing and an Immediate Hazard · 2023 · Weaver, Bradley W. et al. · archived
  597. How do drivers mitigate the effects of naturalistic visual complexity? · 2023 · Suchan, Jakob · archived
  598. Commonly Used Assessment Method to Evaluate Mental Work-load for Multiple Driving Distractions: A Systematic Review ↗ · 2022 · Kabilmiharbi, Nurainaa et al. · indexed
  599. A fundamental study on the relationship between cognitive function and psychological load while driving in older adult drivers ↗ · 2022 · Suzuki, Mio · indexed
  600. A neuroergonomics perspective on mental workload predictions in Jens Rasmussen’s SRK framework ↗ · 2017 · Cegarra, Julien et al. · indexed
  601. Work domain modeling of human-automation interaction for in-vehicle automation · 2024 · Zhang, You et al. · archived
  602. Individual differences in peripheral physiology and implications for the real-time assessment of driver state (phase I & II). · 2013 · Reimer, Bryan · archived
  603. Highly automated driving: the role of visuo-attentional and executive abilities in take-over success · 2025 · Schnebelen, Damien et al. · archived
  604. Model-based Evaluation of Driver Control Workloads in Haptic-based Driver Assistance Systems · 2022 · Mbanisi, Kenechukwu C. et al. · archived
  605. Evaluation of drivers' mental workload based on multi-modal physiological signals ↗ · 2022 · ZHANG, Qiliang et al. · indexed
  606. Development of an Inference System for Drivers’ Driving Style and Workload Sensitivity from their Demographic Characteristics · 2022 · Sato, Toshihisa et al. · archived
  607. Some Characteristics of Mental Models of Advanced Driver Assistance Systems: A Semi-structured Interviews Approach ↗ · 2020 · Nees, Michael A. et al. · indexed
  608. Modeling Driving and Sentence Comprehension Dual-task Performance in Queueing Network-ACTR ↗ · 2014 · Cao, Shi et al. · indexed
  609. Effects of Prolonged Monotonous Driving on Lane Change Performance, Visual Attention, and Highway Control · 2026 · Sahar, Tayyaba et al. · archived
  610. Driver’s Mental Models of Advanced Vehicle Technologies: A Proposed Framework for Identifying and Predicting Operator Errors · 2021 · Pradhan, Anuj K. et al. · archived
  611. Anger Effects on Driver Situation Awareness and Driving Performance ↗ · 2014 · Jeon, Myounghoon et al. · indexed
  612. Modeling Driver Vehicle Control in a Cognitive Architecture ↗ · 2011 · Bi, Luzheng et al. · indexed
  613. P090 The Effect of Workload, Sleep Deprivation and Time of Day on Simulated Driving Performance ↗ · 2021 · Marando, I et al. · indexed
  614. Evaluation of methods for the assessment of attention while driving ↗ · 2018 · Kircher, Katja et al. · indexed
  615. Assessment of driver fatigue-related brain responses and causal factors during driving under different traffic conditions · 2024 · Adachi, Masataka et al. · archived
  616. The Origins of Passive, Active, and Sleep-Related Fatigue · 2021 · Chong, Steven D. et al. · archived
  617. Mindfulness Predicts Driver Engagement in Distracting Activities · 2018 · Young, Kristie L. et al. · archived
  618. Comparing driver reaction and mental workload of visual and auditory take-over request from perspective of driver characteristics and eye-tracking metrics ↗ · 2023 · Chen, Weiya et al. · indexed
  619. A Hybrid Dynamic Model for Predicting Human Cognition and Reliance During Automated Driving ↗ · 2025 · Jeevanandam, Sibibalan et al. · indexed
  620. Emotion behind the Wheel: Emotional (dys)Regulation on Young Driving Behaviour - Systematic Review · 2024 · Pizzo, Alessandra et al. · archived
  621. Effects of non-driving related tasks on mental workload and take-over times during conditional automated driving · 2021 · Müller, Andreas et al. · archived
  622. Classification of Drivers' Workload Using Physiological Signals in Conditional Automation · 2021 · Meteier, Quentin et al. · archived
  623. Theoretical Underpinnings of Situation Awareness, A Critical Review · 2000 · Endsley, Mica R. · archived
  624. The Impact of Environmental Complexity on Drivers’ Situation Awareness ↗ · 2022 · Park, Sami et al. · indexed
  625. Evidence for the selective attention mechanism and dual-task interference ↗ · 2009 · Liu, Chau-Chyun et al. · indexed
  626. Driver Model Using Fuzzy Logic for Virtual Validation · 2024 · Lombera, Daniel Cisneros et al. · archived
  627. Cognitive Distraction in the Wild ↗ · 2015 · Fisher, Donald L. · indexed
  628. From prediction to prevention: safety modeling of driver takeover time with mental workload, risk perception, and driving style in ramp scenarios ↗ · 2026 · Shao, Yichang et al. · indexed
  629. Driver Vigilance State Estimation Based on Multisource Data ↗ · 2023 · Guo, Zizheng et al. · indexed
  630. Patterns of driver stress and coping strategies in a Greek sample and their relationship to aberrant behaviors and traffic accidents ↗ · 2006 · Kontogiannis, Tom · indexed
  631. Variations of the level of vigilance and of behavioural activities during simulated automobile driving ↗ · 2001 · Rogé, Joceline et al. · indexed
  632. Exploring drivers’ mental workload and visual demand while using an in-vehicle HMI for eco-safe driving ↗ · 2020 · Li, Xiaomeng et al. · indexed
  633. An application of the theory of planned behaviour to truck driving behaviour and compliance with regulations ↗ · 2008 · Poulter, Damian R. et al. · indexed
  634. Relations among Multiple Workload Measure during a Memory Task ↗ · 2000 · Ryan, Arthur M. · indexed
  635. Workload and Vigilance ↗ · 1998 · Warm, Joel S. et al. · indexed
  636. Towards Context-Aware Modeling of Situation Awareness in Conditionally Automated Driving ↗ · 2025 · Avetisyan, Lilit et al. · indexed
  637. Assessing the Ghanaian driver's susceptibility to distraction engagement · 2025 · Sam, Enoch F. · archived
  638. Measuring the mental workload and identifying stress factors among public transportation drivers in Cikande, Indonesia · 2024 · Eka Indah Yuslistyari et al. · archived
  639. Designing transparency for automated driving: Effects of ambient light cues and explanations on driver performance · 2025 · Huang, Jingyu et al. · archived
  640. Factors related to drivers' perception of interference from in-vehicle activities ↗ · 2010 · Horrey, William J. et al. · indexed
  641. Research on the Integrated Cognitive Topological Structure of Driver in the Multi-Resource Information Fusion ↗ · 2012 · Zheng, Zhi et al. · indexed
  642. Driver Profiling and Bayesian Workload Estimation Using Naturalistic Peripheral Detection Study Data ↗ · 2024 · Caber, Nermin et al. · indexed
  643. A simulator-based approach for modeling longitudinal driving behavior in construction work zones: Exploration and assessment ↗ · 2016 · Hamdar, Samer H et al. · indexed
  644. The impact of verbal interaction on driver lateral control: an experimental assessment ↗ · 2011 · Gkikas*, Nikolaos et al. · indexed
  645. Mental Workload Beyond Computational Complexity ↗ · 2000 · Tsang, Pamela S. · indexed
  646. Context-Aware Quantitative Risk Assessment Machine Learning Model for Drivers Distraction · 2024 · Fasanmade, Adebamigbe et al. · archived
  647. Dynamic workload fluctuations in driver/non-driver conversational dyads · 2017 · Strayer, DL et al. · archived
  648. Traffic Psychology: An International Perspective ↗ · 2011 · Hennessy, Dwight Ed. · indexed
  649. Crash Risk: Eye Movement as Indices for Dual Task Driving Workload · 2009 · Kang, Julie J et al. · archived
  650. Computational Driver Model in Transport Engineering: COSMODRIVE ↗ · 1996 · Tattegrain-Veste, Hέlène et al. · indexed
  651. Cognitive Load Affects Drivers’ Brake Reaction Time to Longitudinal Conflict through Gaze Concentration and Time Headway Compensation ↗ · 2023 · Hu, Mengxia et al. · indexed
  652. Drivers have Impaired Working Memory under High Cognitive Load and Visual Distraction: Safety Implications for Transitions of Control from Vehicle Automation ↗ · 2026 · Goncalves, Rafael Cirino et al. · indexed
  653. Behavioural changes in drivers experiencing highly-automated vehicle control in varying traffic conditions · 2013 · Jamson, A. Hamish et al. · archived
  654. Potential Benefits and Costs of Concurrent Task Engagement to Maintain Vigilance · 2011 · Atchley, Paul et al. · archived
  655. Mapping Mental Load in Car Driving ↗ · 1978 · WILDERVANCK, C. et al. · indexed
  656. The Effect of Takeover Lead Time on Driver Workload ↗ · 2019 · Yun, Yongdeok et al. · indexed
  657. The Effects of Visual and Cognitive Distractions on Operational and Tactical Driving Behaviors ↗ · 2013 · Zhang, Yu et al. · indexed
  658. Modeling Driver Responses to Automation Failures With Active Inference ↗ · 2022 · Wei, Ran et al. · indexed
  659. Driver behavioral and psychological traits as risk factors for traffic accidents: a systematic review and meta-analysis ↗ · 2026 · Liu, Yangyi et al. · indexed
  660. A link between attentional function, effective eye movements, and driving ability. ↗ · 2016 · Mackenzie, Andrew et al. · indexed
  661. Addressing the impact of road scheme complexity on the driver: development of a software tool to analyse driver workload arising from its road features and other infrastructure ↗ · 2010 · Mckenzie-Kerr, A. et al. · indexed
  662. Queuing Network Modeling of Age Differences in Driver Mental Workload and Performance ↗ · 2006 · Wu, Changxu et al. · indexed
  663. Social cognition and driving: Theory of mind is associated with drivers' hazard perception ↗ · 2025 · Goodhew, Stephanie C. et al. · indexed
  664. Systematically modeling take-over performance: Considering the indirect effect of meteorological visibility mediated by drivers’ attention ↗ · 2025 · Li, Qingkun et al. · indexed
  665. Gaze Entropy and Driver Safety: Understanding Cognitive Failure and Situational Response Before Take-over ↗ · 2025 · Chang, Mi et al. · indexed
  666. Talking to your car can drive you to distraction · 2016 · Strayer, DL et al. · archived
  667. Measuring cognitive distraction in the automobile II · 2014 · Strayer, DL et al. · archived
  668. Young novice drivers: Towards a model of their accident involvement · 1996 · Gregersen, Nils Petter et al. · archived
  669. Effects of levels of automation and non-driving related tasks on driver performance and workload: A review of literature and meta-analysis ↗ · 2022 · Shahini, Farzaneh et al. · indexed
  670. Influences of On-Road Driving Fatigue, Mental Workload on Drivers' Performance ↗ · 2009 · Xu, Xianggang et al. · indexed
  671. Workload Analysis Method via Optimal Driver Model ↗ · 2004 · Tokutake, Hiroshi et al. · indexed
  672. Dual Task Assessment of Age Differences in Mental Workload with Implications for Driving ↗ · 1995 · Baldwin, Carryl L. et al. · indexed
  673. Driver Fatigue ↗ · 1994 · Brown, I D · indexed
  674. Towards a framework of driver fitness: Operationalization and comparative risk assessment ↗ · 2024 · de Winkel, Ksander N. et al. · indexed
  675. Impact of driving context on stochastic driver-behavior model: Quantitative analysis of car following task ↗ · 2012 · Angkititrakul, Pongtep et al. · indexed
  676. Cars, calls, and cognition ↗ · 2010 · Iqbal, Shamsi T. et al. · indexed
  677. A Unifying Theory of Driver Perception and Steering Control on Straight and Winding Roads ↗ · 2020 · van der El, Kasper et al. · indexed
  678. Driver Workload in an Autonomous Vehicle ↗ · 2019 · Murphey, Yi et al. · indexed
  679. Situation Awareness and Workload in Aviation ↗ · 2002 · Wickens, Christopher D. · indexed
  680. The Effect of Prior Task Loading on Mental Workload ↗ · 2010 · Morgan, Justin F. et al. · indexed
  681. Modelling the Dynamics of Situation Awareness Recovery: The Impact of Graded Warning Strategies in Automated Driving Takeovers ↗ · 2026 · Ding, Yaonan et al. · indexed
  682. Improved driver modeling for human-in-the-loop vehicular control · 2015 · Driggs-Campbell, Katherine et al. · archived
  683. Impulsivity and self-regulation: A dual-process model of risky driving in young drivers in Iran · 2023 · Memarian, Mohammaderfan et al. · archived
  684. The roles of working memory capacity, visual attention and age in driving performance · 2010 · Lambert, AE et al. · archived
  685. A hierarchical model of operational anticipation windows in driving an automobile ↗ · 2006 · Tanida, Koji et al. · indexed
  686. Focal and Ambient Visual Contributions and Driver Visual Scanning in Lane Keeping and Hazard Detection ↗ · 2004 · Horrey, William J. et al. · indexed
  687. Vehicle automation: A remedy for driver stress? ↗ · 2007 · Funke, G. et al. · indexed
  688. Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets · 2022 · Kotseruba, Iuliia et al. · archived
  689. Mental Workload and Task Performance for Indirect Vision Driving with Fixed Flat Panel Displays · 2001 · Smyth, Christopher C · archived
  690. Closed-Loop Simulation of the Driver-Vehicle-Road System ↗ · 1983 · WILLUMEIT, H. -P. et al. · indexed
  691. State of the Art in Drivers’ Attention Monitoring – A Systematic Literature Review ↗ · 2023 · Al-Gburi, Sama Hussein et al. · indexed
  692. Impacts of countermeasures on driving performance through drivers' attention in rural curves: a driving simulation study ↗ · 2023 · Wu, Hongyue et al. · indexed
  693. Evaluation of the Effects of Driver Distraction Part 1: Based on Simulator Experiments ↗ · 2018 · Kim, Sung Lae et al. · indexed
  694. Towards Driver Behavior Understanding: Weakly-Supervised Risk Perception in Driving Scenes · 2026 · Agarwal, Nakul et al. · archived
  695. Using the ISO Detection response task to measure the cognitive load of driving four separate vehicles on two distinct highways ↗ · 2024 · Biondi, Francesco N. et al. · indexed
  696. Suppression of Vestibulo-Ocular Reflex With Increased Mental Workload While Driving · 2023 · Kono, Takuya et al. · archived
  697. 2C3-3　Real-Time Estimation of Mental-WorkLoad for Drivers Based on Multidimensional Biosignal Analysis · 2019 · SHIMIZU, Takeshi et al. · archived
  698. Automated driving, secondary task performance and situation awareness ↗ · 2010 · Merat, Natasha et al. · indexed
  699. A Framework for Representing Driving Knowledge ↗ · 1999 · Bellet, Thierry et al. · indexed
  700. Driver’s Arousal and Workload under Partial Vehicle Automation · 2020 · AAA Foundation for Traffic Safety · archived
  701. Potential Benefits of a Concurrent Verbal Task when Feeling Fatigued Due to Monotonous Driving Conditions ↗ · 2011 · Chan, Mark et al. · indexed
  702. An Initial Assessment of the Significance of Task Pacing on Self-Report and Physiological Measures of Workload While Driving ↗ · 2013 · Mehler, Bruce et al. · indexed
  703. Driver experience and cognitive workload in different traffic environments ↗ · 2006 · Patten, Christopher J.D. et al. · indexed
  704. A review of human sensory dynamics for application to models of driver steering and speed control ↗ · 2016 · Nash, Christopher J. et al. · indexed
  705. Personalized Driver Workload Estimation Using Deep Neural Network Learning From Physiological and Vehicle Signals ↗ · 2020 · Xie, Yongquan et al. · indexed
  706. Adaptive strategy changes as a function of task demands: a study of car drivers ↗ · 2004 · Cnossen, Fokie et al. · indexed
  707. A Research on Analytical Method of Driver-Vehicle-Environment System for Construction of Intelligent Driver Support System ↗ · 2002 · Kuriyagawa, Yukiyo et al. · indexed
  708. Development of a Steering Entropy Method for Evaluating Driver Workload ↗ · 1999 · Nakayama, Okihiko et al. · indexed
  709. Attentional warnings caused by driver monitoring systems: How often do they appear and how well are they understood? ↗ · 2024 · Forster, Yannick et al. · indexed
  710. Exploring the relationship between traffic resilience and driver behaviors through traffic climate ↗ · 2024 · Öztürk, İbrahim et al. · indexed
  711. Minimizing driver errors: examining factors leading to failed target tracking and detection. · 2013 · Beck, Melissa R. et al. · archived
  712. Secondary Task Measurement of Workload as a Function of Simulated Vehicle Dynamics and Driving Conditions ↗ · 1977 · Wierwille, Walter W. et al. · indexed
  713. The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving · 2021 · Van der Heiden, Remo M. A. et al. · archived
  714. Factors Affecting Perceived and Observed Aggressive Driving Behavior: An Empirical Analysis of Driver Fatigue, and Distracted Driving · 2019 · Fountas, Grigorios et al. · archived
  715. Evaluating Driver Mental Workload in a Realistic Condition using Eye Movement Sensor ↗ · 2018 · Son, Le Anh et al. · indexed
  716. Effect of ADAS use on drivers' information processing and Situation Awareness ↗ · 2013 · Beggiato, Matthias · indexed
  717. Modeling and Predicting Mental Workload in En Route Air Traffic Control: Critical Review and Broader Implications ↗ · 2007 · Loft, Shayne et al. · indexed
  718. Using a visual attentional task and eye-tracking to investigate the effects of pre-takeover resource engagement on attention restoration in conditionally automated driving ↗ · 2025 · Dou, Jinzhen et al. · indexed
  719. Drivers’ Attention Strategies before Eyes-off-Road in Different Traffic Scenarios: Adaptation and Anticipation ↗ · 2021 · Liu, Zhuofan et al. · indexed
  720. Assessing the effect of inattention-related error and anger in driving on road accidents among Iranian heavy vehicle drivers ↗ · 2021 · Shams, Zhaleh et al. · indexed
  721. How we can measure the non-driving-task engagement in automated driving: Comparing flow experience and workload ↗ · 2018 · Ko, Sang Min et al. · indexed
  722. To What Extent do the Findings of Laboratory-Based Spatial Attention Research Apply to the Real-World Setting of Driving? ↗ · 2014 · Ho, Cristy et al. · indexed
  723. EFFECTS OF COGNITIVE LOAD ON DRIVING OPERATIONS ↗ · 2021 · SUMOYAMA, Shu et al. · indexed
  724. Computational intelligent brain computer interaction and its applications on driving cognition ↗ · 2009 · Lin, Chin-Ten et al. · indexed
  725. Implications of task-induced fatigue effects for in-vehicle countermeasures to driver fatigue ↗ · 1997 · Desmond, Paula A. et al. · indexed
  726. The human factor in driving accidents An overview of approaches and problems ↗ · 1982 · McKenna, Frank · indexed
  727. Comparison of Five Mental Workload Assessment Procedures in a Moving-Base Driving Simulator ↗ · 1979 · Hicks, Thomas G. et al. · indexed
  728. Evaluating Emotion Regulation Techniques for Supporting Driving Safety and Performance · 2023 · Susindar, Sahinya et al. · archived
  729. Estimation of mental workload during automobile driving based on eye-movement measurement with a visible light camera · 2020 · CHIHARA, Takanori et al. · archived
  730. Driving Performance, Adaptation, and Cognitive Workload Costs of Logo Panel Detection as Mediated by Driver Age · 2017 · Lau, Mei Ying et al. · archived
  731. Driver inattention monitoring system based on multimodal fusion with visual cues to improve driving safety ↗ · 2016 · Li, Xuanpeng et al. · indexed
  732. Are drivers aware of their behavior changes when using In-Vehicle systems ↗ · 2012 · Yang, Yan et al. · indexed
  733. A model of driver behaviour ↗ · 1982 · KRAMER, U. et al. · indexed
  734. Cognitive and hybrid model of human driver ↗ · 2002 · Song, B. et al. · indexed
  735. The Impact of N-back-Induced Mental Workload and Time Budget on Takeover Performance ↗ · 2024 · Goodridge, Courtney Michael et al. · indexed
  736. Effect of Secondary Tasks on Police Officer Cognitive Workload and Performance Under Normal and Pursuit Driving Situations ↗ · 2021 · Zahabi, Maryam et al. · indexed
  737. Modeling Intradriver Steering Variability Based on Sensorimotor Control Theories ↗ · 2018 · Kolekar, Sarvesh et al. · indexed
  738. Predicting Relative Crash Risk from the Attentional Effects of the Cognitive Demand of Visual-Manual Secondary Tasks ↗ · 2017 · Young, Richard A. · indexed
  739. Attention allocation patterns in naturalistic driving ↗ · 2013 · Wong, Jinn-Tsai et al. · indexed
  740. Correlation of Work Fatigue and Mental Workload in Train Drivers: A Cross-sectional Study · 2023 · Hassanzadeh-Rangi, Narmin et al. · archived
  741. HammerDrive: A Task-Aware Driving Visual Attention Model ↗ · 2022 · Amadori, Pierluigi Vito et al. · indexed
  742. Mind over motor mapping: Driver response to changing vehicle dynamics ↗ · 2018 · Bruno, Jennifer L. et al. · indexed
  743. Drivers’ Workload Electroencephalogram Characteristics in Cognitive Tasks Based on Improved Multiscale Sample Entropy ↗ · 2023 · Liu, Ruiwei et al. · indexed
  744. Multimodal Assessment of Mental Workload During Automated Vehicle Remote Assistance: Modeling of Eye-Tracking-Related, Skin Conductance, and Cardiovascular Indicators · 2025 · Walocha, Fabian et al. · archived
  745. Effects of mobile phone use on driving performance in a multiresource workload scenario ↗ · 2019 · Niu, Jianwei et al. · indexed
  746. DRIVERS’ EYE GLANCE TRANSITIONS AND THE IMPLICATIONS ON THE MICROSCOPIC TRAFFIC AND ACCIDENT SIMULATION ↗ · 2017 · KIM, YEEUN et al. · indexed
  747. Characterizing alterations in attention networks under high mental workload · 2026 · Wu, Lin et al. · archived
  748. “Pay attention to that aggressive vehicle”: The effect of Aggressive Vehicle Warning Systems on driving behavior and perceived workload · 2024 · Wang, Yi et al. · archived
  749. Automation Expectation Mismatch: Incorrect Prediction Despite Eyes on Threat and Hands on Wheel ↗ · 2018 · Victor, Trent et al. · indexed
  750. Not All Hazards are Created Equal: The Significance of Hazards in Inattentional Blindness for Static Driving Scenes ↗ · 2015 · Pammer, Kristen et al. · indexed
  751. Behavior-Aware Knowledge-Embedded Model for Driver Attention Prediction ↗ · 2025 · Zhou, Yuchen et al. · indexed
  752. Neural Correlates of Simulated Driving While Performing a Secondary Task: A Review ↗ · 2019 · Palmiero, Massimiliano et al. · indexed
  753. Modeling Intradriver Steering Variability Based on Sensorimotor Control Theories ↗ · 2018 · Abbink, David A. · indexed
  754. This is your brain on autopilot: Neural indices of driver workload and engagement during partial vehicle automation · 2023 · McDonnell, AS et al. · archived
  755. Should I stay or should I go? Evidence accumulation drives decision making in human drivers ↗ · 2020 · Zgonnikov, Arkady et al. · indexed
  756. Influencing Factors and Variation of Subjective Workload in the Process of Takeover During Autonomous Driving ↗ · 2021 · Ma, Yinbo et al. · indexed
  757. How different mental workload levels affect the take-over control after automated driving ↗ · 2016 · Bueno, M. et al. · indexed
  758. Factors influencing emotional driving: examining the impact of arousal on the interplay between age, personality, and driving behaviors · 2025 · Shangguan, Zhegong et al. · archived
  759. Recherche d’indicateurs électrodermaux pour l’analyse de la charge mentale en conduite automobile ↗ · 2009 · Clarion, Antoine · indexed
  760. Changes in driver behaviour as a function of handsfree mobile phones— A simulator study · 1994 · Alm, Håkan et al. · archived
  761. Risk Communication Strategies and Existing Alcohol- Impaired and Distracted Driving Safety Messages [Traffic Tech] · 2023 · NHTSA · archived
  762. CogDriver: The Longest-Running Autonomous Driving Cognitive Model Exhibits Human Factors ↗ · 2025 · Wasta, Christian et al. · indexed
  763. Exploring the effects of road type on drivers’ eye behavior and workload ↗ · 2022 · Yao, Kai et al. · indexed
  764. Effects of Auditory Working Memory Tasks while Switching between Autonomous and Manual Driving ↗ · 2016 · McCarty, Madeleine M. et al. · indexed
  765. Driving under the influence of distraction: Examining dissociations between risk perception and engagement in distracted driving ↗ · 2016 · Rupp, Michael A. et al. · indexed
  766. Situation Awareness Misconceptions and Misunderstandings · 2015 · Endsley, Mica R. · archived
  767. Cognitive Distraction: Something to Think About · 2013 · AAA Foundation for Traffic Safety · archived
  768. Mental Workload as a Function of Road Type and Visibility: Comparison of Neurophysiological, Behavioral, and Subjective Indices ↗ · 2004 · Baldwin, Carryl L. et al. · indexed
  769. The Social Psychology of Driving Behavior: Communicative Aspects of Joint-Action ↗ · 1988 · Swan, L. Alex et al. · indexed
  770. Situation awareness in remote operators of autonomous vehicles: Developing a taxonomy of situation awareness in video-relays of driving scenes ↗ · 2021 · Mutzenich, Clare et al. · indexed
  771. What is the difference between perceived and actual risk of distracted driving? A field study on a real highway. · 2020 · Li, Zhen et al. · archived
  772. Traffic and Ratings of Driver Workload: The Effect of the Number of Vehicles and Their Distance Headways ↗ · 2019 · Liu, Ke et al. · indexed
  773. Assessment of the SEEV Model to Predict Attention Allocation at Intersections During Simulated Driving ↗ · 2013 · Cassavaugh, Nicholas D et al. · indexed
  774. Modeling driver behavior in critical traffic scenarios for the safety assessment of automated driving ↗ · 2023 · Fries, Alexandra et al. · indexed
  775. Behavioral adaptation to advanced driver-assistance systems ↗ · 2010 · Hiraoka, Toshihiro et al. · indexed
  776. The Effect of Voice Interactions on Drivers’ Guidance of Attention ↗ · 2007 · Lee, Yi-Ching et al. · indexed
  777. B-61Predicting Attentional Mistakes on STISIM Driving Simulator with Measures of Executive Functioning and Attention ↗ · 2016 · Lowry, B et al. · indexed
  778. An Investigation of Peer Influences on Risky Child and Adolescent Pedestrian Road Crossing: Final Report · 2016 · Plumert, Jodie M. et al. · archived
  779. Driver Cognitive Architecture Based on EEG Signals: A Review ↗ · 2024 · Mi, Peiwen et al. · indexed
  780. Effects of In-Vehicle Messaging on Mental Workload During Driving through Work Zones · 2017 · Craig, Curtis M et al. · archived
  781. Influence of Driver’s Career and Secondary Cognitive Task on Visual Search Behavior in Driving: A Dual-Task Paradigm · 2015 · Lee, Hye-In et al. · archived
  782. Automatic and Controlled Processing Approach to Interpreting Vigilance Performance ↗ · 1985 · Fisk, Arthur D. · indexed
  783. Age Related Changes in Cognitive Response Style in the Driving Task: Part II · 2013 · Reimer, Bryan · archived
  784. The Impact of Systematic Variation of Cognitive Demand on Drivers' Visual Attention across Multiple Age Groups ↗ · 2010 · Reimer, Bryan et al. · indexed
  785. NHTSA DRIVER DISTRACTION RESEARCH: PAST, PRESENT, AND FUTURE ↗ · 2001 · Ranney, Thomas A. et al. · indexed
  786. NHTSA DRIVER DISTRACTION RESEARCH: PAST, PRESENT, AND FUTURE ↗ · 2001 · Ranney, Thomas A. et al. · indexed
  787. Modeling human lane keeping control in highway driving with validation by naturalistic data ↗ · 2014 · Gordon, Tim et al. · indexed
  788. Distraction beyond the driver ↗ · 2013 · Salvucci, Dario D. · indexed
  789. From Attention to Distraction: Driver State Analysis From an Engineering Perspective – A Review ↗ · 2025 · Uccello, Lorenzo et al. · indexed
  790. Behavioral correlates of individual differences in road-traffic crash risk: An examination of methods and findings. ↗ · 1993 · Elander, James et al. · indexed
  791. Human interaction with automotive technologies: specification and measurement of driver abilities ↗ · 2001 · Middleton, H. · indexed
  792. Pay attention, 007! how will future vehicle technology affect drivers of all skill levels? ↗ · 2020 · Young, Mark S. et al. · indexed
  793. Automobile Automation ↗ · 2017 · Banks, Victoria A. et al. · indexed
  794. Driver state examination—Treading new paths ↗ · 2016 · Wascher, Edmund et al. · indexed
  795. DEVELOPMENT OF A MICROSCOPIC DRIVER-VEHICLE MODEL USING A CONTROL THEORY APPROACH ↗ · 2011 · Marques, Maria et al. · indexed
  796. Cognitive and Psychomotor Correlates of Hazard Perception Ability and Risky
 Driving ↗ · 2011 · Sümer, Nebi · indexed
  797. Identification of Driving Workload in Plateau Environment: A Naturalistic Driving Study ↗ · 2026 · Yu, Aolin et al. · indexed
  798. Partially automated driving has higher workload than manual driving: An on‐road comparison of three contemporary vehicles with SAE Level 2 features · 2022 · Kim, Jisun et al. · archived
  799. A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving · 2019 · Strayer, David L. · archived
  800. Supervisory Behaviour In Automobile Driving: New Approaches In Modelling Vehicle Control ↗ · 1984 · Godthelp, J. et al. · indexed
  801. A Mathematical Model of Driver Alertness ↗ · 1972 · Haight, F. A. · indexed
  802. Detecting inattentiveness caused by mind-wandering during a driving task: A behavioral study ↗ · 2023 · Yoshida, Kazuki et al. · indexed
  803. Structural analysis of driver fatigue behavior: A systematic review ↗ · 2023 · Zhang, Hui et al. · indexed
  804. A Taxonomy and Review of Algorithms for Modeling and Predicting Human Driver Behavior · 2025 · Bhattacharyya, Raunak et al. · archived
  805. The Effect of Cognitive Load on Drivers’ Visual Search Strategies During Partially Automated Driving in an Urban Environment ↗ · 2025 · Qin, Hao et al. · indexed
  806. Real-time Driver Cognitive Strain Evaluation System Based on Multivariate Biosignal Analysis · 2022 · Shimizu, Takeshi et al. · archived
  807. A Study of How Drivers’ Subjective Workload and Driving Performance Change under Varying Levels of Automation and Critical Situations ↗ · 2019 · Zhai, Junda et al. · indexed
  808. What Attracts the Driver’s Eye? Attention as a Function of Task and Events ↗ · 2022 · Eisma, Yke Bauke et al. · indexed
  809. The driver’s instantaneous situation awareness when the alarm rings during the take-over of vehicle control in automated driving ↗ · 2022 · Niu, Jianwei et al. · indexed
  810. Monotonous Driving Environment along Highway and Driver Behaviour in Malaysia: A Review · 2021 · Zainon, M. et al. · archived
  811. Susceptibility to Driver Distraction Questionnaire · 2014 · Feng, Jing et al. · archived
  812. Vigilance, Workload, and Boredom: Two Competing Models ↗ · 2002 · Alikonis, Caroline R. et al. · indexed
  813. Individual Susceptibility to Vigilance Decrement in Prolonged Assisted Driving Revealed by Alert-State Wearable EEG Assessment ↗ · 2023 · Seet, Manuel et al. · indexed
  814. Cognitive Distraction While Multitasking in the Automobile ↗ · 2011 · Strayer, David L. et al. · indexed
  815. Control Task Substitution in Semiautomated Driving · 2012 · Carsten, Oliver et al. · archived
  816. The Relationship between Mental Workload and Situation Awareness ↗ · 2000 · Vidulich, Michael A. · indexed
  817. Driver's adaptive glance behavior to in-vehicle information systems ↗ · 2015 · Peng, Yiyun et al. · indexed
  818. Moderating effect of safety culture on the association inter work schedule and driving performance using the theory of situation awareness ↗ · 2022 · Al-Mekhlafi, Al-Baraa Abdulrahman et al. · indexed
  819. The Effects of Work-Life Balance, Workload, Motivation, and Leadership Style on Driver Performance ↗ · 2026 · Azizah, Ana Chosiatul et al. · indexed
  820. Modeling Human Driver Behavior During Highway Merging Using the Communication - Enabled Interaction Framework ↗ · 2025 · Siebinga, Olger et al. · indexed
  821. Attention: Theory, Principles, Models and Applications ↗ · 2021 · Wickens, Christopher D. · indexed
  822. Modeling safety risk perception due to mobile phone distraction among four wheeler drivers ↗ · 2017 · Rajesh, Raghunathan et al. · indexed
  823. Investigating the impact of context and environment on driver’s situation awareness ↗ · 2022 · Xing, Yilun et al. · indexed
  824. Modeling the Effect of Subtask Boundaries on Driver Glance Behavior ↗ · 2017 · Lee, Ja Young et al. · indexed
  825. Supervising the self-driving car: Situation awareness and fatigue during highly automated driving ↗ · 2023 · McKerral, Angus et al. · indexed
  826. Variation of performance, of self-reported alertness and effort as a function of low doses of alcohol and of driving experience · 2020 · Berthelon, Catherine et al. · archived
  827. Scene-aware driver state understanding in car-following behaviors ↗ · 2017 · Xu, Donghao et al. · indexed
  828. Fatigue and Stress Due to Prolonged Driving and Changing Task Demands ↗ · 1977 · Riemersma, Johan B. J. et al. · indexed
  829. Flow or Distraction? Exploring Multimodal Patterns of Driver States in Automated Driving ↗ · 2025 · Chen, Pei-Ru et al. · indexed
  830. Driver Workload Estimation Using Driver Physiological-Performance-Subjective Reaction ↗ · 2022 · IWASAKI, Haruma et al. · indexed
  831. Ubiquitous co-driver system and its effects on the situation awareness of the driver ↗ · 2008 · Karvonen, Hannu et al. · indexed
  832. Attention to the second language ↗ · 2007 · Wickens, C. D. · indexed
  833. Saliency-Based Attention Shifting: A Framework for Improving Driver Situational Awareness of Out-of-Label Hazards · 2025 · Shleibik, Yousra et al. · archived
  834. Modeling and Prediction of Human Driver Behavior: A Survey. · 2020 · Brown, Kyle et al. · archived
  835. Modeling the Impact of Automation on Driver Distraction: A Queuing Theory Approach ↗ · 2025 · Parker, Jah’inaya et al. · indexed
  836. Fatigue and mental underload further pronounced in L3 conditionally automated driving: Results from an EEG experiment on a test track · 2024 · Figalova, Nikol et al. · archived
  837. Investigation of Driver Adaptations in a Mixed Traffic Environment · 2024 · Kondyli, Alexandra et al. · archived
  838. The Theory of Risk Homeostasis: Implications for Safety and Health ↗ · 1982 · Wilde, Gerald J.S. · indexed
  839. A study of the factors affecting driving risk perception using the Bivariate Ordered Probit model ↗ · 2022 · Sahebi, Sina et al. · indexed
  840. Does attention capacity moderate the effect of driver distraction in older drivers? ↗ · 2015 · Cuenen, Ariane et al. · indexed
  841. Taxonomy, Open Challenges, Motivations, and Recommendations in Driver Behavior Recognition: A Systematic Review ↗ · 2024 · al-qaysi, ziadoon · indexed
  842. Blink Rate as a Measure of Driver Workload during Simulated Driving ↗ · 2020 · Yahoodik, Sarah et al. · indexed
  843. Effect of cognitive load in autonomous vehicles on driver performance during transfer of control ↗ · 2014 · Johns, Mishel et al. · indexed
  844. Effects of Shared Secondary Controls and Operational Modes on Performance and Perceived Workload during a Simulated Driving Task ↗ · 2000 · Feyen, Robert et al. · indexed
  845. Comparison of Primary and Secondary Task Measures as a Function of Simulated Vehicle Dynamics and Driving Conditions ↗ · 1978 · Wierwille, Walter W. et al. · indexed
  846. Takeover performance prediction model considering cognitive load: analysis of subjective and objective factors ↗ · 2025 · Ge, Huimin et al. · indexed
  847. Reading During Fully Automated Driving: A Study of the Effect of Peripheral Visual and Haptic Information on Situation Awareness and Mental Workload · 2022 · Yusof, Nidzamuddin Md. et al. · archived
  848. Predicting driver’s takeover time based on individual characteristics, external environment, and situation awareness ↗ · 2024 · Chen, Haolin et al. · indexed
  849. Vehicle safety evaluation based on driver drowsiness and distracted and impaired driving performance using evidence theory ↗ · 2014 · Li, Xuanpeng et al. · indexed
  850. Effect of route familiarity on attentional resource allocation during real-world road driving ↗ · 2026 · Choi, Damee et al. · indexed
  851. Situation Awareness, Mental Workload, and Trust in Automation: Viable, Empirically Supported Cognitive Engineering Constructs ↗ · 2008 · Parasuraman, Raja et al. · indexed
  852. A Workload Approach to the Evaluation of Vehicle Handling Characteristics ↗ · 2000 · Krüger, H.-P. et al. · indexed
  853. A simulator study of driving behavior and mental workload in mixed-use arterial road environments ↗ · 2019 · O’Hern, Steve et al. · indexed
  854. Studying the effects of freeway alignment, traffic flow, and sign information on subjective driving workload and performance ↗ · 2019 · Xie, Lian et al. · indexed
  855. Evaluating Driving Safety of Road Alignment Conditions by Predicted Driver’s Psychophysiological Workload Using Vehicle Maneuvering Data ↗ · 2023 · Jang, Jiyong et al. · indexed
  856. Physiological Indices to Predict Driver Situation Awareness in VR ↗ · 2023 · Kim, Gwangbin et al. · indexed
  857. Profiling cognitive workload in an unmanned vehicle control task with cognitive models and physiological metrics ↗ · 2022 · Stevens, Christopher A. et al. · indexed
  858. Risk-Taking Behavior and Traffic Safety: Symposium Proceedings: October 19–22, 1997 Chatham, Massachusetts · 1997 · NHTSA · archived
  859. Drivers’ situational awareness of surrounding vehicles during takeovers: Evidence from a driving simulator study ↗ · 2024 · Jia, Lesong et al. · indexed
  860. Driver's Behavior and Workload Assessment for New In-Vehicle Technologies Design ↗ · 2007 · Pauzié, Annie et al. · indexed
  861. Classification and Prediction of Driver’s Mental Workload Based on Long Time Sequences and Multiple Physiological Factors ↗ · 2023 · Wei, Wanyu et al. · indexed
  862. Mental Workload and its Relation with Fatigue among Urban Bus Drivers · 2017 · Hassanzadeh-Rangi, Narmin et al. · archived
  863. Investigating the impact of static roadside advertising on drivers' situation awareness ↗ · 2017 · Young, Kristie L. et al. · indexed
  864. Predicting Lane Keeping Behavior of Visually Distracted Drivers Using Inverse Suboptimal Control · 2016 · Schmitt, Felix et al. · archived
  865. Distracted Driving: It is not always a choice · 2016 · Hunter, Michael P. et al. · archived
  866. Pupillometry to assess Air Traffic Controller workload through the Mental Workload Model ↗ · 2015 · Rodríguez, Sara et al. · indexed
  867. Driver Fatigue and Safety: A Transactional Perspective ↗ · 2017 · Neubauer, Catherine et al. · indexed
  868. On attentional control and the aging driver ↗ · 2013 · Watson, JM et al. · indexed
  869. Drivers' reactions to sudden braking by lead car under varying workload conditions; towards a driver support system ↗ · 2008 · Schaap, T.W. et al. · indexed
  870. A Taxonomy of Strategies For Supporting Time-Sharing With Non-Driving Tasks in Automated Driving · 2019 · He, Dengbo et al. · archived
  871. On the efficiency of driver state monitoring systems ↗ · 2007 · Dementienko, V. V. et al. · indexed
  872. Attentional capacity matters for visuomotor adaptation to a virtual reality driving simulator · 2024 · Lobjois, Régis et al. · archived
  873. Qualitative Standard of Driver Workload ↗ · 2011 · Hu, Jiang-bi et al. · indexed
  874. Role of Monotonous Attention in Traffic Violations, Errors, and Accidents · 2001 · Sümer, Nebi et al. · archived
  875. Prediction of Mental Workload in Single and Multiple Tasks Environments ↗ · 2000 · Xie, Bin et al. · indexed
  876. Trust rises, attention falls: divergent effects of exposure and education in driving automation · 2026 · Chouchane, Hanna et al. · archived
  877. Exploring how physio-psychological states affect drivers’ takeover performance in conditional automated vehicles ↗ · 2025 · Wang, Ange et al. · indexed
  878. Effect of human–machine interface infotainment systems and automated vehicles on driver distraction ↗ · 2024 · Abbasi, Elahe et al. · indexed
  879. Self-regulation of driving speed among distracted drivers: An application of driver behavioral adaptation theory ↗ · 2017 · Oviedo-Trespalacios, Oscar et al. · indexed
  880. The role of self-regulation in the context of driver distraction: A simulator study ↗ · 2016 · Wandtner, Bernhard et al. · indexed
  881. Assessing the Effects of In-Vehicle Tasks on Driving Performance ↗ · 2011 · Horrey, William J. · indexed
  882. Classifying experienced male drivers’ mental workload on freeway ramps based on heart rate and speed measurements: A real-vehicle experiment ↗ · 2026 · Wang, Jie et al. · indexed
  883. Taking the load off: investigations of how adaptive cruise control affects mental workload ↗ · 2004 · Young, Mark S et al. · indexed
  884. A dynamical systems perspective on driver behavior ↗ · 2019 · Mirman, Jessica Hafetz · indexed
  885. Identification of Motivations for Unsafe Driving Actions and Potential Countermeasures · 1982 · Marks, M. E. (Mary E.) et al. · archived
  886. Awakening the Disengaged: Can Driving-Related Prompts Engage Drivers in Partial Automation? ↗ · 2025 · Bai, Xiaolu et al. · indexed
  887. Mitigating Passive Fatigue in Conditional Automated Driving: Effects of Conversation tasks on Driver Arousal and Attention ↗ · 2026 · Meng, Xiao et al. · indexed
  888. METHODS FOR MODELING THE MENTAL LOAD OF A PILOT AS PART OF AN AVIATION-TECHNOLOGICAL COMPLEX ↗ · 2025 · National Academy of Aviation, Baku, Azerbaijan et al. · indexed
  889. Attentional capture in driving displays · 2016 · Arexis, Mahé et al. · archived
  890. The influence of attention distraction on the drivers’ behaviour · 2018 · Gąsiorek, Kamila et al. · archived
  891. A control theoretic model of driver steering behavior ↗ · 1990 · Hess, R.A. et al. · indexed
  892. Driver Situation Awareness and Cognitive Workload Effects of Novel Interchange Configurations and Associated Signage · 2022 · Liu, Yunmei et al. · archived
  893. No difference in arousal or cognitive demands between manual and partially automated driving: A multi-method on-road study · 2021 · Lohani, M et al. · archived
  894. Autopilot, Mind Wandering, and the Out of the Loop Performance Problem · 2017 · Gouraud, Jonas et al. · archived
  895. Automation Confusion: Mental Models for Safe Vehicle Adoption ↗ · 2023 · Biondi, FN · indexed
  896. Predicting distracted driving: The role of individual differences in working memory ↗ · 2019 · Louie, Jennifer F. et al. · indexed
  897. Towards understanding the development of driver's mental model of a Lane Departure Warning system while driving ↗ · 2014 · AZIZ, Tabinda et al. · indexed
  898. The consequences of an increase in heavy goods vehicles for passenger car drivers’ mental workload and behaviour: A simulator study · 2008 · de Waard, Dick et al. · archived
  899. Individual Differences in Driver Stress and Performance ↗ · 1996 · Matthews, Gerald · indexed
  900. Effects of multimodal explanations for autonomous driving on driving performance, cognitive load, expertise, confidence, and trust · 2024 · Kaufman, Robert et al. · archived
  901. Analysis on Impact Mechanism of Interruption Theory Based Automated Driving Takeover Performance ↗ · 2024 · Li, Lin et al. · indexed
  902. 764 The impact of working memory and selective attention on road safety ↗ · 2016 · Galéra, Cédric et al. · indexed
  903. Influence of Driving Experience on Distraction Engagement in Automated Vehicles · 2019 · He, Dengbo et al. · archived
  904. A Two-Level Model of Driver Steering Behavior ↗ · 1978 · Donges, Edmund · indexed
  905. Risk Representation, Perception, and Propensity in an Integrated Human Lane-Change Decision Model ↗ · 2022 · Jiang, Longsheng et al. · indexed
  906. What is the relationship between mental workload factors and cognitive load types? ↗ · 2011 · Galy, Edith et al. · indexed
  907. An In-Vehicle Digital Representation Model for Identifying the Channel and Level of Driver Workload Based on EEG Signals ↗ · 2025 · Liu, Tiancheng et al. · indexed
  908. Improving Work Zone Safety: Integrating VR-CARLA Co-simulation and Eye Tracking for Behavior Analysis of Drivers around Work Zones · 2025 · Zhang, Shuo et al. · archived
  909. Assessing the Impact of Secondary Tasks on Heart Rate Variability and Mental Workload in Driving ↗ · 2024 · Lubay, Mary Grace et al. · indexed
  910. Fatigue and mental underload further pronounced in L3 conditionally automated driving: Results from an EEG experiment on a test track · 2023 · Figalová, Nikol et al. · archived
  911. Reduction in Arousal Level of a Driver ↗ · 1992 · Kamiya, Koichi et al. · indexed
  912. Situation Awareness Classification Using Multi-modal Sensing in Automated Driving ↗ · 2021 · Liang, Nade et al. · indexed
  913. Wakefulness-Keeping Effect and Driving Safety by Active Action While Driving · 2017 · Ibe, Tatsuro et al. · archived
  914. Multimodal Recognition of Cognitive Workload for Multitasking in the Car ↗ · 2010 · Putze, Felix et al. · indexed
  915. Attentional Dynamics Reveal Cognitive Motivation and Effort Allocation ↗ · 2026 · Li, Jing-Jing et al. · indexed
  916. Situation Awareness Sub-Dimensions and Task Domains Modulate the Correlation of Situation Awareness and Performance: A Three-Level Meta-Analysis ↗ · 2025 · Zhu, Pengye et al. · indexed
  917. Driver State Monitoring: Manipulating Reliability Expectations in Simulated Automated Driving Scenarios · 2022 · Perello-March, Jaume R. et al. · archived
  918. Driver distraction and its effects on partially automated driving performance: A driving simulator study among young-experienced drivers ↗ · 2022 · Zangi, Noa et al. · indexed
  919. A data set of real world driving to assess driver workload ↗ · 2013 · Schneegass, Stefan et al. · indexed
  920. Stress Vulnerability, Coping and Risk-Taking Behaviors during Simulated Driving ↗ · 2004 · Emo, Amanda K. et al. · indexed
  921. Characterization of Human Driving Behaviors in Shared Vehicle Control Based on Level-k Cognitive Modeling ↗ · 2025 · Dudek, Aleksandra et al. · indexed
  922. Unconstrained design: improving multitasking with in-vehicle information systems through enhanced situation awareness ↗ · 2019 · Skrypchuk, Lee et al. · indexed
  923. Evaluating Pro- and Re-Active Driving Behavior by Means of the EEG · 2018 · Wascher, Edmund et al. · archived
  924. B-88 * Neurocognitive Correlates of Driving Behavior ↗ · 2014 · Kosmidis, M. et al. · indexed
  925. Cognitive Workload Estimation through Lateral Driving Performance ↗ · 2011 · Son, Joonwoo et al. · indexed
  926. Attention maintenance training: Are young drivers getting better or being more strategic? ↗ · 2019 · Unverricht, James et al. · indexed
  927. Assessing Drivers' Situation Awareness in Semi-Autonomous Vehicles: ASP based Characterisations of Driving Dynamics for Modelling Scene Interpretation and Projection · 2023 · Suchan, Jakob et al. · archived
  928. The effects of information relevancy on driving behavior ↗ · 2020 · Nilsson, Henrik et al. · indexed
  929. Situational Awareness, Drivers Trust in Automated Driving Systems and Secondary Task Performance · 2019 · Petersen, Luke et al. · archived
  930. CAR DRIVER BEHAVIOR DURING PRE-CRASH SITUATION: ANALYSIS WITH THE BCD MODEL ↗ · 2011 · Pacaux‐Lemoine, Marie‐Pierre et al. · indexed
  931. Situation awareness assessment in critical driving situations at intersections by task and human error analysis ↗ · 2010 · Plavšić, Marina et al. · indexed
  932. Cell-Phone–Induced Driver Distraction · 2007 · Strayer, David L. et al. · archived
  933. Multitasking: does task-switching add to the effect of dual-tasking on everyday-like driving behavior? ↗ · 2025 · Asuako, Piesie A. G. et al. · indexed
  934. Modeling the effect of driving experience on lane keeping performance using ACT-R cognitive architecture ↗ · 2013 · QIN, Yulin et al. · indexed
  935. Detection of Driver Fatigue Caused by Sleep Deprivation · 2009 · Yang, Ji Hyun et al. · archived
  936. Which factors lead to driving errors? A structural equation model analysis through a driving simulator experiment ↗ · 2019 · Papantoniou, Panagiotis et al. · indexed
  937. Integrated Deployment Architecture for Predictive Real-Time Traffic Routing Incorporating Human Factors Considerations · 2014 · Song, Dongyoon et al. · archived
  938. Effects of visual warnings on guiding attention during distracted driving ↗ · 2026 · Chihara, Takanori et al. · indexed
  939. The influence of cognitive distractions and driving experience on hazard perception performance ↗ · 2025 · Sun, Meng et al. · indexed
  940. From Warnings to Workload: The Impact of Driver Monitoring System Warnings on Drivers' Self-Reported Workload ↗ · 2024 · Koniakowsky, Ina Marie et al. · indexed
  941. Effect of cognitive load on drivers’ State and task performance during automated driving: Introducing a novel method for determining stabilisation time following take-over of control ↗ · 2021 · Melnicuk, Vadim et al. · indexed
  942. Driver Inattention Monitoring System: A Review ↗ · 2019 · Ahir, Archana et al. · indexed
  943. The impact of mind wandering on physiological measures in delegated driving · 2025 · Mazeres, Florence et al. · archived
  944. Challenges in Partially Automated Driving : A Human Factors Perspective ↗ · 2018 · Solís Marcos, Ignacio · indexed
  945. Artificial neural network modelling of driver handling behaviour in a driver-vehicle-environment system ↗ · 2005 · Lin, Y. et al. · indexed
  946. This is your brain on autopilot 2.0: The influence of practice on driver workload and engagement during on-road, partially automated driving · 2024 · McDonnell, AS et al. · archived
  947. Cognitive load during driving: EEG microstate metrics are sensitive to task difficulty and predict safety outcomes · 2024 · Ma, Siwei et al. · archived
  948. Cognitive psychology in traffic safety ↗ · 2023 · Vilchez, Jose Luis et al. · indexed
  949. Look who's talking now: Implications of AV's explanations on driver's trust, AV preference, anxiety and mental workload · 2019 · Haspiel, Jacob · archived
  950. Automatic Intelligent Cruise Control ↗ · 2006 · N.A. Stanton et al. · indexed
  951. How Does Explanation-Based Knowledge Influence Driver Take-Over in Conditional Driving Automation? ↗ · 2021 · Zhou, Huiping et al. · indexed
  952. The impact of repeated cognitive tasks on driving performance and visual attention ↗ · 2010 · Wang, Ying et al. · indexed
  953. Traffic Safety and Human Behavior ↗ · 2007 · Shinar, David · indexed
  954. Loading Drivers to Their Limit: The Effect of Increasing Secondary Task On Driving ↗ · 2003 · Merat, Natasha · indexed
  955. Developing a First-Approach Model of Air Traffic Controllers' Mental Workload based on Behavioural Measures: A Theory for Modelling Air Traffic Controllers' Mental Workload · 2023 · Muñoz-de-Escalona, Enrique et al. · archived
  956. Driver's mental workload estimation based on empirical physiological indicators ↗ · 2016 · Guo, Weiwei et al. · indexed
  957. Perceptual and attentional effects on drivers’ speed selection at curves ↗ · 2004 · Charlton, Samuel G · indexed
  958. Mental workload evaluation model of receiver aircraft pilots based on multiple resource theory ↗ · 2023 · Pei, Huining et al. · indexed
  959. Mental models and driver takeover in automated vehicles: a systematic review ↗ · 2025 · Nasser, George et al. · indexed
  960. Modeling Driver Behavior in Road Traffic Simulation ↗ · 2022 · Mecheva, Teodora et al. · indexed
  961. Assessing Drivers' Mental Model Of Advanced Driver Assistance Systems Using Signal Detection Theory · 2023 · Huang, Chunxi et al. · archived
  962. Does driving experience delay overload threshold as a function of situation complexity ↗ · 2013 · Paxion, Julie et al. · indexed
  963. Modeling Driver Characteristics - Driver Behavior in Traffic : [fact sheet] · 2010 · NHTSA · archived
  964. Task-Based AR-HUD in Autonomous Driving: Enhancing Driver Agency, Engagement, Attention, and Takeover Performance · 2026 · Sun, Bingxin et al. · archived
  965. Driver Vigilance Decrement is More Severe During Automated Driving than Manual Driving ↗ · 2022 · Greenlee, Eric T. et al. · indexed
  966. Attention Management in Highly Autonomous Driving ↗ · 2019 · Baldwin, Carryl L. et al. · indexed
  967. Miles away: determining the extent of secondary task interference on simulated driving ↗ · 2007 · Young, Mark S. et al. · indexed
  968. The Manchester driver behaviour questionnaire: self-reports of aberrant behaviour among Czech drivers · 2014 · Šucha, Matúš et al. · archived
  969. Effects of Cognitive Distraction on Checking Traffic Conditions for Changing Lanes ↗ · 2009 · Zhou, Huiping et al. · indexed
  970. A challenge to the assumed generalizability of prediction and countermeasure for risky driving: Different factors predict different risky driving behaviors ↗ · 2007 · Fernandes, Ralston et al. · indexed
  971. Evaluating the Effect of Fatigue on Driver’s Performance · 2024 · Jirgl, Miroslav et al. · archived
  972. The effects of task demand on crew performance in simulated military land vehicles ↗ · 2015 · Hoggan, Benjamin L et al. · indexed
  973. Cognitive workload and driving behavior in persons with hearing loss · 2013 · Thorslund, Birgitta et al. · archived
  974. Experimental Evaluation of a Model of Mental Workload ↗ · 1993 · Hancock, P. A. et al. · indexed
  975. Situation Awareness in Individuals, Teams and Systems: An Overview of Situation Awareness Models and Their Utility for Road Safety Research and Practice ↗ · 2018 · Salmon, Paul M. et al. · indexed
  976. The Impact of Cognitive Workload on Driving Performance and Visual Attention in Younger and Older Drivers ↗ · 2013 · Son, Joonwoo et al. · indexed
  977. Stabilising the Foreground: A Formal Theory of Cognitive Effort ↗ · 2026 · Bhardwaj, Kshiteesh · indexed
  978. Model-based analysis of driver distraction by infotainment systems in automotive domain ↗ · 2017 · Broccia, Giovanna · indexed
  979. Finding Workload in the Wild: Recovering Latent Cognitive Dynamics Jointly from Eye Metrics and Driving Telemetry ↗ · 2026 · Yamashita, Jumpei et al. · indexed
  980. The effect of cognitive load on Detection-Response Task (DRT) performance during day- and night-time driving: A driving simulator study with young and older drivers ↗ · 2023 · Ozturk, Ibrahim et al. · indexed
  981. Situational Awareness Assessment of Drivers Boosted by Eye-Tracking Metrics: A Literature Review ↗ · 2024 · Arias-Portela, Claudia Yohana et al. · indexed
  982. A field study of mental workload: conventional bus drivers versus bus rapid transit drivers ↗ · 2021 · Piranveyseh, Peyman et al. · indexed
  983. Traffic Violations and Errors: The Effects of Sensation Seeking and Attention · 2005 · Ayvaşık, H Belgin et al. · archived
  984. Event-Based Driver Performance Assessment ↗ · 2003 · Boer, Erwin R et al. · indexed
  985. Investigating Responsibility in the Driving Context: Associations with Driving Anger Expressions and Driver Behaviors ↗ · 2023 · Çetin, Aysu et al. · indexed
  986. Driver cognitive workload estimation: a data-driven perspective ↗ · 2005 · Yilu Zhang et al. · indexed
  987. The effects of a mobile telephone task on driver behaviour in a car following situation · 1995 · Alm, Håkan et al. · archived
  988. Model-Based Estimation and Prediction of Task-Imposed Mental Workload ↗ · 1983 · Madni, Azad M. et al. · indexed
  989. When Takeovers Require Cognitive Control: Effects of Partial Automation and Cognitive Load on Driver-Initiated Responses to Traffic Hazards on Urban Roads ↗ · 2026 · Qin, Hao et al. · indexed
  990. Analysis of driver behavior at grade-separated intersections to support design ↗ · 2024 · Liu, Y. et al. · indexed
  991. Fluctuating Attentional Demand in a Simulated Driving Assessment: The Roles of Age and Driving Complexity ↗ · 2011 · Stinchcombe, Arne et al. · indexed
  992. Driver Situation Awareness for Regaining Control from Conditionally Automated Vehicles: A Systematic Review of Empirical Studies ↗ · 2024 · Tan, Xiaomei et al. · indexed
  993. The Effects of Mental Fatigue on Effort Allocation: Modeling and Estimation ↗ · 2021 · Wang, Zhide et al. · indexed
  994. Driving context influences drivers' decision to engage in visual–manual · 2015 · Tivesten, Emma et al. · archived
  995. Understanding school zone driving behavior using structural equation modeling based on the extended theory of planned behavior · 2025 · Khan, Muhammad Hakim et al. · archived
  996. Context-Dependent Modulations of Spatial Attention: A Simulated Driving Task ↗ · 2024 · Britt, Noah et al. · indexed
  997. Cognitive workload evaluation in visual-auditory navigation system through EEG measurement in driving performance using driving simulator ↗ · 2023 · Hendradewa, Andrie Pasca et al. · indexed
  998. The Impact of Environmental Features on Drivers’ Situation Awareness Using Real-World Driving Scenarios ↗ · 2023 · Xing, Yilun et al. · indexed
  999. Discrete task switching in overload: A meta-analyses and a model · 2015 · Wickens, Christopher D. et al. · archived
  1000. The reforms of the driving license in Europe and researches in this field: how to train the driver, how to educate the men and women? · 2010 · Assailly, Jean-Pascal · archived
  1001. Driver inattention monitoring system for intelligent vehicles: A review ↗ · 2009 · Dong, Yanchao et al. · indexed
  1002. Evaluation of the Train Drivers Mental Workload to Increase Well-being · 2024 · M. M., Ridlo et al. · archived
  1003. Effects of verbal tasks on driving simulator performance ↗ · 2022 · Rann, Jonathan C. et al. · indexed
  1004. The differences of workload, fatigue, emotional intelligence and driving behavior based on age, experience, time on task per trip among Indonesian inter-city bus drivers ↗ · 2020 · Zuraida, Rida et al. · indexed
  1005. Dissociating eye movements and workload on lateral lane position variability · 2010 · Medeiros-Ward, N et al. · archived
  1006. Workload and Situation Awareness ↗ · 2000 · Wickens, Christopher D. · indexed
  1007. Distribution of Attention, Situation Awareness and Workload in a Passive Air Traffic Control Task: Implications for Operational Errors and Automation ↗ · 1998 · Endsley, Mica R. et al. · indexed
  1008. Cognitive Load During Automation Affects Gaze Behaviours and Transitions to Manual Steering Control ↗ · 2019 · Wilkie, Richard et al. · indexed
  1009. SS3: A design of the cognitive process model for a car driver considering quantitatively expressed distraction ↗ · 2014 · Harada, Taku et al. · indexed
  1010. Corrigendum: Assessing the Driver's Current Level of Working Memory Load With High Density Functional Near-infrared Spectroscopy: A Realistic Driving Simulator Study · 2018 · Unni, Anirudh et al. · archived
  1011. Analysis of Driver Workload on Risk Perception in Non-Safety-Critical Situations with Partial Automation ↗ · 2025 · Nobari, Khazar Dargahi et al. · indexed
  1012. Can You Hazard a Guess?: Evaluating the Effect of Augmented Reality Cues on Driver Hazard Prediction ↗ · 2024 · Goodge, Thomas Alexander et al. · indexed
  1013. STUDY OF TARGET VISIBILITY ON THE ROAD WITH DRIVING AS WORKLOAD ↗ · 2019 · CAO, DEWEI et al. · indexed
  1014. Assessing dangerous driving behavior during driving inattention: Psychometric adaptation and validation of the Attention-Related Driving Errors Scale in China ↗ · 2015 · Qu, Weina et al. · indexed
  1015. Women drivers' behavior in well-known versus less familiar locations ↗ · 2007 · Rosenbloom, Tova et al. · indexed
  1016. A Signal Detection Theory Analysis of a Driving Decision Task: Spatial Gap Acceptance ↗ · 1988 · Wolf, Yuval et al. · indexed
  1017. Continuing to drive while sleepy: The influence of sleepiness countermeasures, motivation for driving sleepy, and risk perception ↗ · 2014 · Watling, Christopher N. et al. · indexed
  1018. An Assessment of Driver Drowsiness, Distraction, and Performance in a Naturalistic Setting · 2011 · Barr, Lawrence et al. · archived
  1019. Mental workload when driving in a simulator: Effects of age and driving complexity ↗ · 2009 · Cantin, Vincent et al. · indexed
  1020. The effect of navigation modalities on driver performance, workload and user experience: a simulator study · 2026 · Norell, Marius Brudvik et al. · archived
  1021. Risk assessment of driver performance in the oil and gas transportation industry: Analyzing the relationship between driver vigilance, attention, reaction time, and safe driving practices ↗ · 2024 · Al-Mekhlafi, Al-Baraa Abdulrahman et al. · indexed
  1022. Improving safety through online driver workload assessment ↗ · 2008 · Younsi, Karine et al. · indexed
  1023. Analysis of Neurophysiological Correlates of Mental Fatigue in Both Monotonous and Demanding Driving Conditions · 2025 · Dello Iacono, Francesca et al. · archived
  1024. Quantifying the Individual Differences of Driver' Risk Perception with Just Four Interpretable Parameters · 2022 · Chen, Chen et al. · archived
  1025. Human cognitive reliability analysis on driver by driving simulator ↗ · 2010 · Nakayasu, Hidetoshi et al. · indexed
  1026. Physiological indicators of driver workload during car-following scenarios and takeovers in highly automated driving ↗ · 2022 · Radhakrishnan, Vishnu et al. · indexed
  1027. Mapping drivers’ mental models of adaptive cruise control to performance ↗ · 2021 · Gaspar, John et al. · indexed
  1028. A modular soft barrier model combines uncertainty and reward to predict human eye movements in a two-task driving environment ↗ · 2013 · Johnson, L. et al. · indexed
  1029. An Evaluation of Alternative Methods for Assessing Driver Workload in the Early Development of In-Vehicle Information Systems ↗ · 2002 · Angell, Linda S. et al. · indexed
  1030. Impact of Temporary Browsing Restrictions on Drivers’ Situation Awareness When Interacting with In-Vehicle Infotainment Systems · 2022 · Meyer, Jason et al. · archived
  1031. Situation awareness and driving performance in a simulated navigation task ↗ · 2007 · Ma, Ruiqi et al. · indexed
  1032. The Effects of Distraction on Anticipatory Driving · 2018 · He, Dengbo et al. · archived
  1033. Evaluating the Impact of Processing Spoken Words on Driving ↗ · 2012 · Rossi, Riccardo et al. · indexed
  1034. The Effect of Automated Driving Levels and Road Type on Driver’s Performances in Secondary Tasks and Situation Awareness ↗ · 2024 · The Korean Data Analysis Society et al. · indexed
  1035. Towards a Human-Centred Cognitive Model of Visuospatial Complexity in Everyday Driving · 2020 · Suchan, Jakob · archived
  1036. How to keep drivers engaged while supervising driving automation? A literature survey and categorisation of six solution areas ↗ · 2019 · Cabrall, Christopher D. D. et al. · indexed
  1037. A dynamic closed-looped and multidimensional model for Mental Workload evaluation ↗ · 2016 · Kostenko, A. et al. · indexed
  1038. Auditory and Visual Peripheral Detection Tasks and the Lane Change Test with High and Low Cognitive Load ↗ · 2014 · Chong, Isis et al. · indexed
  1039. Driver alertness monitoring techniques: a literature review ↗ · 2008 · Culp, J. et al. · indexed
  1040. Driver Workload Management During Cell Phone Conversations Chip Wood, · 2005 · Hurwitz, Joshua et al. · archived
  1041. Theoretical interpretation of drivers’ gaze strategy influenced by optical flow ↗ · 2021 · Okafuji, Yuki et al. · indexed
  1042. Risk homeostasis theory and traffic accidents: propositions, deductions and discussion of dissension in recent reactions ↗ · 1988 · Wilde, Gerald J.S. · indexed
  1043. Driving through the Mind: Investigating Driver Cognitive Impairment with Physiological Measures of Mental Workload ↗ · 2024 · Raza, Mansoor et al. · indexed
  1044. Contrasting models of driver behaviour in emergencies using retrospective verbalisations and network analysis ↗ · 2015 · Banks, Victoria A. et al. · indexed
  1045. Zonal adaptive workload management systems: Limiting secondary tasks while driving ↗ · 2008 · Fang Chen et al. · indexed
  1046. The influence of switching task goals on driver’s vigilance decrement · 2019 · Kinosada, Yasunori · archived
  1047. Ergonomics Intervention in Automobile Driver Communication in a Developing Country ↗ · 2014 · Pillai, Sajan S. et al. · indexed
  1048. Personalizing driver safety interfaces via driver cognitive factors inference · 2024 · Sumner, Emily S. et al. · archived
  1049. Shedding light on the prefrontal correlates of mental workload in simulated driving: a functional near-infrared spectroscopy study · 2021 · Geissler, Christoph F. et al. · archived
  1050. Does gender make a difference to performing in‐vehicle tasks? ↗ · 2015 · Yang, Yan et al. · indexed
  1051. Measuring driver awareness based on correlation between gaze behavior and risks of surrounding vehicles ↗ · 2012 · Mori, Masataka et al. · indexed
  1052. A Comparative Study of Mental Workload among Truck Drivers: The Effects of Truck Type and Age Using HRV Metrics · 2025 · Siti Hidayanti Mutiara Kurnia et al. · archived
  1053. Divergence in situation awareness and workload ↗ · 2024 · Endsley, Mica R. et al. · indexed
  1054. Visual Attention and Roadway Landmark Identification in At-Risk Older Drivers, · 2001 · Crowe, Amy et al. · archived
  1055. Simulated Driving Environment Impacts Mind Wandering ↗ · 2015 · Geden, Michael et al. · indexed
  1056. Nonuniform Changes in the Distribution of Visual Attention from Visual Complexity and Action: A Driving Simulation Study ↗ · 2015 · Park, George D et al. · indexed
  1057. Load Theory of Selective Attention and Cognitive Control. ↗ · 2004 · Lavie, Nilli et al. · indexed
  1058. Threat-cued or action-cued? Effects of attention guidance strategy on decision-support in automated driving under complex takeover situations ↗ · 2026 · Dou, Jinzhen et al. · indexed
  1059. Does visual-audio feedback impair response performance and increase workload? using detection response task and NASA-TLX to examine the effect of the HMI information on driver performance at unsignalized intersections ↗ · 2025 · Ju, Yunjie et al. · indexed
  1060. How reinforcement sensitivity and perceived risk influence young drivers’ reported engagement in risky driving behaviors ↗ · 2013 · Harbeck, Emma et al. · indexed
  1061. The social accident: A theoretical model and a research agenda for studying the influence of social and cultural characteristics on motor vehicle accidents ↗ · 2007 · Factor, Roni et al. · indexed
  1062. Visual and Cognitive Demands of a Large Language Model-Powered In-vehicle Conversational Agent · 2026 · Monk, Chris et al. · archived
  1063. Driver Attention Assessment Using Physiological Measures from EEG, ECG, and EDA Signals ↗ · 2023 · Aminosharieh Najafi, Taraneh et al. · indexed
  1064. The effects of social interactions with in-vehicle agents on a driver's anger level, driving performance, situation awareness, and perceived workload ↗ · 2015 · Jeon, Myounghoon et al. · indexed
  1065. Multiple factors on driving load in mountain area at night based on factor analysis · 2024 · Li, Hao et al. · archived
  1066. Revealing the effects of increased workload and distraction on the pilot's situation awareness neurobehavioral activities ↗ · 2023 · Li, Qinbiao et al. · indexed
  1067. Psycho-physiological parameters to evaluate the mental demand during driving ↗ · 2011 · Yoon, Sang-Young et al. · indexed
  1068. Dissociating Eye Movements and Workload on Lateral Lane Position Variability ↗ · 2010 · Medeiros-Ward, Nathan et al. · indexed
  1069. PW 2362 Exploring the concept of ‘pragmatic driving’ as explanation of driver behaviour ↗ · 2018 · King, Mark · indexed
  1070. Situation awareness: Valid or fallacious? · 2015 · Carsten, Oliver et al. · archived
  1071. Motivation, and Fatigue-Related Impairments in Simulated Driving ↗ · 1997 · Desmond, P. A. et al. · indexed
  1072. An Experimental Study of Human Operator Models and Closed-Loop Analysis Methods for High-Speed Automobile Driving ↗ · 1967 · Wierwille, W.W. et al. · indexed
  1073. Above and Beyond Intention: The Role of Habits, Perceived Risk and Anticipated Regret in Mobile Phone Use While Driving ↗ · 2026 · Demir, Sila et al. · indexed
  1074. Development of Situational Awareness Enhancing System for Manual Takeover of AV · 2023 · Li, Yujie et al. · archived
  1075. Age-Related Limits of 3D Spatial Attention in Dual-Task Driving · 2011 · Pierce, Russell et al. · archived
  1076. Cooperation between drivers and automation: implications for safety ↗ · 2008 · Hoc, Jean-Michel et al. · indexed
  1077. Human factors perspectives on highly automated driving · 2020 · Navarro, Jordan et al. · archived
  1078. A study on designing driver's operation support system using driving environment-driver-vehicle interaction model ↗ · 2002 · Takahashi, H. · indexed
  1079. Physiological responses related to moderate mental load during car driving in field conditions ↗ · 2015 · Wiberg, Henrik et al. · indexed
  1080. Exploring the Central Executive in Situation Awareness ↗ · 2010 · Soliman, Abdrabo Moghazy · indexed
  1081. SYNTHESIS OF HUMAN FACTORS RESEARCH ON OLDER DRIVERS AND HIGHWAY SAFETY, Volume I: Older Driver Research Synthesis · 1999 · Staplin, Loren et al. · archived
  1082. Policy Framing and Behavioural Structure in Road Pricing: A Comparative Structural Equation Model Analysis of Congestion and Safety Narratives ↗ · 2026 · Barrera-Jimenez, Humberto · indexed
  1083. Measuring the Effect of Mental Workload on Risk Perception Using Eye Movement Techniques: A Review ↗ · 2025 · Jiang, Jiaxin · indexed
  1084. Effect of Distracting Factors on Driving Performance: A Review · 2022 · Sorum, Neero Gumsar et al. · archived
  1085. Cognitive Distraction While Driving: A Critical Review of Definitions and Prevalence in Crashes ↗ · 2012 · Young, Richard · indexed
  1086. Visual attention in realistic driving situations: Attentional capture and hazard prediction ↗ · 2021 · Muela, Ismael et al. · indexed
  1087. Risk quantification and prediction of non-driving-related tasks on drivers' critical intervention behavior in autonomous driving scenarios ↗ · 2024 · Wang, Junhua et al. · indexed
  1088. Analysis of Driving Behavior and Workload of Elderly Drivers on Freeways ↗ · 2020 · OH, Minsoo et al. · indexed
  1089. Exploring Mind Wandering While Driving ↗ · 2016 · Barragán, Daniela et al. · indexed
  1090. Boring But Demanding: Using Secondary Tasks to Counter the Driver Vigilance Decrement for Partially Automated Driving ↗ · 2023 · Mishler, Scott et al. · indexed
  1091. Ecological Driving with Multisensory Information ↗ · 2017 · McIlroy, Rich C. et al. · indexed
  1092. A Task-Analytic Approach for Estimating Driver Task Demands on Specific Roadway Sections ↗ · 2012 · Lichty, Monica G. et al. · indexed
  1093. Driving performance impairments due to hypovigilance on monotonous roads · 2011 · Larue, Grégoire S. et al. · archived
  1094. Affordance-based computational model of driver behavior on highway systems: A Colored Petri Net approach ↗ · 2007 · Thiruvengada, Hari et al. · indexed
  1095. Deciphering Psychological-Physiological Mappings While Driving and Performing a Secondary Memory Task ↗ · 2005 · Lenneman, John K et al. · indexed
  1096. Driving Under Cognitive Control: The Impact of Executive Functions in Driving ↗ · 2024 · Pergantis, Pantelis et al. · indexed
  1097. Audiovisual messages may improve the processing of traffic information and driver attention during partially automated driving: An EEG study · 2024 · Pi-Ruano, Marina et al. · archived
  1098. Modeling of takeover variables with respect to driver situation awareness and workload for intelligent driver assistance ↗ · 2019 · Tanshi, Foghor et al. · indexed
  1099. Classification of advanced driver assistance systems according to their impact on mental workload ↗ · 2024 · Liebherr, Magnus et al. · indexed
  1100. Effects of state motivation in overload and underload vigilance task scenarios ↗ · 2019 · Neigel, Alexis R. et al. · indexed
  1101. Effects of Talking and Visual Attention Load on Driving Behavior ↗ · 2017 · Beck, Melissa et al. · indexed
  1102. Truck Driver Safety: An Evolutionary Research Approach ↗ · 2016 · Douglas, Matthew et al. · indexed
  1103. Modeling driver lane changing control with the queuing network-model human processor ↗ · 2012 · Bi, Lu-Zheng et al. · indexed
  1104. Change in Mental Models of ADAS in Relation to Quantity and Quality of Exposure · 2023 · AAA Foundation for Traffic Safety · archived
  1105. Change in Mental Models of ADAS in Relation to Quantity and Quality of Exposure · 2023 · Pradhan, Anuj K. et al. · archived
  1106. Getting away with texting: Behavioural adaptation of drivers engaging in visual-manual tasks while driving · 2018 · Oviedo-Trespalacios, Óscar · archived
  1107. Multimodal Sensing and Computational Intelligence for Situation Awareness Classification in Autonomous Driving ↗ · 2023 · Liang, Nade et al. · indexed
  1108. Visualization Factor Distraction During the Driving Task in a Real Reality Environment Using EEG Analysis · 2022 · Zulfakur, Nursyuhadah et al. · archived
  1109. A Curvilinear Effect of Mental Workload on Mental Effort and Behavioral Adaptability: An Approach With the Pre-Ejection Period ↗ · 2019 · Mallat, Charlotte et al. · indexed
  1110. Computational Modeling of Driver Distraction by Integrating Cognitive and Agent-Based Traffic Simulation Models ↗ · 2014 · Nourzad, Seyed Hossein Hosseini et al. · indexed
  1111. The Effect of Distraction Modality on Driver Performance ↗ · 2010 · Louw, Tyron · indexed
  1112. A Theory of driver motivation : the results of structured group interviews with civic and service club groups : traffic safety views of older drivers. · 1971 · NHTSA · archived
  1113. Truck Driver Safety: Factors Influencing Risky Behaviors on the Road—A Systematic Review · 2025 · Fonseca, Tiago et al. · archived
  1114. Predicting the monitoring/reading of communications on a smartphone among young drivers using an extended theory of planned behaviour · 2020 · Murphy, Georgia et al. · archived
  1115. Do management practices support or constrain safe driving behaviour? A multi-level investigation in a sample of occupational drivers ↗ · 2017 · Newnam, Sharon et al. · indexed
  1116. Studying Driver’s Perception Arousal and Takeover Performance in Autonomous Driving ↗ · 2022 · Wang, Qiuhong et al. · indexed
  1117. Modeling Driver Response to Imperfect Vehicle Control Automation ↗ · 2015 · Seppelt, Bobbie D. et al. · indexed
  1118. Mind Wandering Behind the Wheel ↗ · 2011 · He, Jibo et al. · indexed
  1119. Towards models of cooperation versus competition to analyze car driver behaviors ↗ · 2005 · Vanderhaegen, F. et al. · indexed
  1120. Using electroencephalography to analyse drivers’ different cognitive workload characteristics based on on-road experiment · 2023 · Liu, Ruiwei et al. · archived
  1121. Validation of the attention-related driving errors scale in novice adolescent drivers ↗ · 2021 · Gresham, Bria et al. · indexed
  1122. The Influence of Visual-Manual Distractions on Anticipatory Driving · 2022 · He, Dengbo et al. · archived
  1123. External and internal risk of the user in road safety and the necessity for a control process ↗ · 2011 · Colonna, Pasquale et al. · indexed
  1124. Situation Awareness in Remote Operators of Autonomous Vehicles: Developing a Taxonomy of Situation Awareness in Video-Relays of Driving Scenes · 2021 · Mutzenich, Clare et al. · archived
  1125. What drives technology-based distractions? A structural equation model on social-psychological factors of technology-based driver distraction engagement ↗ · 2016 · Chen, Huei-Yen Winnie et al. · indexed
  1126. Measuring Driver Adaptation to In-Vehicle Information Systems: Disassociation of Subjective and Objective Situation Awareness Measures ↗ · 1999 · Lee, John D. · indexed
  1127. Investigating the Relationship and Predictive Modeling Between Mental Workload and Task Performance in Multitasking Human–Computer Interaction Environments ↗ · 2025 · Li, Kuntong et al. · indexed
  1128. Modeling Driver Behavior during Automated Vehicle Platooning Failures · 2021 · McDonald, Anthony D et al. · archived
  1129. An enhanced vehicle control model for assessing highly automated driving safety · 2020 · Monkhouse, Helen E. et al. · archived
  1130. IMPACTS OF DISTRACTION ON DRIVING: AN ANALYSIS OF PHYSICAL, COGNITIVE, AND EMOTIONAL DISTRACTION ↗ · 2015 · Sterkenburg, Jason · indexed
  1131. CoCAtt: A Cognitive-Conditioned Driver Attention Dataset (Supplementary Material) · 2022 · Shen, Yuan et al. · archived
  1132. Passenger and cell phone conversations in simulated driving. ↗ · 2008 · Strayer, David L. et al. · indexed
  1133. Driver performance modelling and its practical application to railway safety ↗ · 2005 · Hamilton, W. Ian et al. · indexed
  1134. Driver-Pedestrian Perceptual Models Demonstrate Coupling: Implications for Vehicle Automation ↗ · 2022 · Domeyer, Joshua E. et al. · indexed
  1135. Active inference as a model of collision avoidance behavior in human drivers. · 2026 · Schumann, JF et al. · archived
  1136. How to assess situation awareness while driving with automation? Impact of visual attention during AD mode on measures of situation awareness ↗ · 2025 · Metz, Barbara et al. · indexed
  1137. Situational Action Theory to Understand Risky Driving Behaviours in Beach Environments · 2024 · Anderson, Levi et al. · archived
  1138. The crosstalk hypothesis: Why language interferes with driving. ↗ · 2012 · Strayer, David L. et al. · indexed
  1139. Attention Factors Compared to Other Predictors of Simulated Driving
Performance Across Age Groups ↗ · 2011 · Barks, Richard et al. · indexed
  1140. Driver Stress and Performance on a Driving Simulator ↗ · 1998 · Matthews, Gerald et al. · indexed
  1141. Modeling Social Situation Awareness in Driving Interactions ↗ · 2024 · Klein, Navit et al. · indexed
  1142. Modeling and analysis of driver behaviour under shared control through weighted visual and haptic guidance · 2022 · Wang, Zheng et al. · archived
  1143. Understanding the Psychological Factors Underlying Smartphone Related Distracted Driving: Exploratory Analysis Using a Nationwide Survey · 2018 · Konduri, Karthik et al. · archived
  1144. Situation awareness on the road: review, theoretical and methodological issues, and future directions ↗ · 2012 · Salmon, Paul M. et al. · indexed
  1145. Measurement and modelling of driver learning of steering control during successive obstacle avoidance manoeuvres ↗ · 2024 · Fieldhouse, Harry et al. · indexed
  1146. Effects of Traffic Conditions on Driver Takeover Performance and Situational Awareness ↗ · 2023 · Jia, Lesong et al. · indexed
  1147. Evidence accumulation modelling in the wild: understanding safety-critical decisions · 2022 · Boag, Russell J. et al. · archived
  1148. Using the Attention Network Test to predict driving test scores ↗ · 2009 · Weaver, Bruce et al. · indexed
  1149. Contemporary issues in road user behavior and traffic safety ↗ · 2005 · Hennessy, Dwight A. et al. · indexed
  1150. Alertness Maintaining Tasks While Driving ↗ · 2002 · Oron-Gilad, Tal et al. · indexed
  1151. Power law model for subjective mental workload and validation through air traffic control human-in-the-loop simulation · 2021 · Fürstenau, Norbert et al. · archived
  1152. Understanding the psychosocial factors influencing the risky behaviour of young drivers · 2009 · Bridie Scott‐Parker et al. · archived
  1153. Drivers’ Attention to Dash-based Human-Machine Interfaces: The Effect of Partial Automation and Cognitive Load ↗ · 2025 · Qin, Hao et al. · indexed
  1154. In-Vehicle Interface Adaptation to Environment-Induced Cognitive Workload · 2022 · Meiser, Elena et al. · archived
  1155. The role of perceptual and cognitive load on inattentional blindness: A systematic review and three meta-analyses ↗ · 2021 · Matias, Jérémy et al. · indexed
  1156. The effects of driver fatigue, gender, and distracted driving on perceived and observed aggressive driving behavior: A correlated grouped random parameters bivariate probit approach · 2019 · Fountas, Grigorios et al. · archived
  1157. Approaches for loss of vigilance in vehicle automation: a meta-analytical study ↗ · 2017 · Gonçalves, Rafael Cirino et al. · indexed
  1158. Can we talk about Speed? The Effect of Verbal Protocols on Driver Speed and Perceived Workload ↗ · 2015 · Thomas, Miles et al. · indexed
  1159. Driver pre-accident operation mode study based on vehicle-vehicle traffic accidents ↗ · 2011 · Jiangqiang Gong et al. · indexed
  1160. Study on the Driver Visual Workload in High-Density Interchange-Merging Areas Based on a Field Driving Test ↗ · 2024 · Zhang, Yue et al. · indexed
  1161. Driver Vigilance in Automated Vehicles: Hazard Detection Failures Are a Matter of Time ↗ · 2018 · Greenlee, Eric T. et al. · indexed
  1162. Reliable but multi-dimensional cognitive demand in operating partially automated vehicles · 2024 · Lohani, M et al. · archived
  1163. A risk field-based metric correlates with driver’s perceived risk in manual and automated driving: A test-track study · 2021 · Kolekar, Sarvesh et al. · archived
  1164. The activation of eco-driving mental models: Can text messages prime drivers to use their existing knowledge and skills? · 2017 · Pampel, Sanna M. et al. · archived
  1165. Effects of Cognitive Appraisal and Mental Workload Factors on Performance in an Arithmetic Task ↗ · 2015 · Galy, Edith et al. · indexed
  1166. Facets of job effort in bus driver health: Deconstructing "effort" in the effort-reward imbalance model. ↗ · 2007 · Tse, John L. M. et al. · indexed
  1167. Comprehensive Evaluation of Freeway Driving Risks Based on Fuzzy Logic ↗ · 2023 · Xie, Lian et al. · indexed
  1168. The Visual Scanning Behavior and Mental Workload of Drivers at Prairie Highway Intersections With Different Characteristics ↗ · 2022 · Lyu, Zhen et al. · indexed
  1169. Estimation of mental workload during automobile driving based on the measurement of eye and head movement · 2019 · CHIHARA, Takanori et al. · archived
  1170. Secondary task boundaries influence drivers' glance durations ↗ · 2015 · Lee, Ja Young et al. · indexed
  1171. Effects of Non-Driving Cognitive Activity on Driver's Eye Movement and Their Individual Difference ↗ · 2008 · ITOH, Makoto et al. · indexed
  1172. Explaining Takeover Requests: The Role of Hazard Type and Explanation Strategy in Conditionally Automated Driving ↗ · 2025 · Jeong, Subin et al. · indexed
  1173. Analyzing Driver Drowsiness: From Causes to Effects · 2020 · Soares, Sónia et al. · archived
  1174. The distraction potential of driving a partially automated vehicle through a construction zone · 2025 · Biondi, F et al. · archived
  1175. Integration of TPB and TAM Frameworks to Assess Driving Assistance Technology-Mediated Risky Driving Behaviors Among Young Urban Chinese Drivers ↗ · 2025 · Li, Ruiwei et al. · indexed
  1176. Physiological and Response Measurements in Driving Tasks ↗ · 1972 · Weir, David H. et al. · indexed
  1177. Is control necessary for drivers? Exploring the influence of human–machine collaboration modes on driving behavior and subjective perception under different hazard visibility scenarios ↗ · 2025 · Chen, Yongkang et al. · indexed
  1178. DRIVER FATIGUE: CONCEPTS, MEASUREMENT AND CRASH COUNTERMEASURES ↗ · 1988 · Haworth, Narelle et al. · indexed
  1179. Effects of non-driving related tasks during autonomous driving · 2023 · Horáková, Miroslava · archived
  1180. WORK-RELATED ROAD ACCIDENTS ↗ · 2003 · Broughton, J et al. · indexed
  1181. Analyzing driver behavior under naturalistic driving conditions: A review ↗ · 2021 · Singh, Harpreet et al. · indexed
  1182. Effect of visible presence of policing activities on drivers’ vigilance and intention to refrain from non-driving activities: A scenario-based survey of general Japanese drivers ↗ · 2019 · Nakano, Yukako et al. · indexed
  1183. Enhancing Automated Vehicle Safety Through Testing with Realistic Driver Models · 2023 · Garcia, Alfredo et al. · archived
  1184. Effects of cognitive and visual loads on driving performance after take-over request (TOR) in automated driving ↗ · 2020 · Choi, Damee et al. · indexed
  1185. Model and research method of automotive driving fatigue ↗ · 2007 · Xiankui Zhang et al. · indexed
  1186. New Results in Driver Steering Control Models ↗ · 1977 · McRuer, Duane T. et al. · indexed
  1187. The Impact of Physical Exercise on Driver Attention Reaction Time and Decision Making ↗ · 2025 · Xianyou, Yan et al. · indexed
  1188. Prevalence of drowsy driving and modeling its intention: An Indonesian case study ↗ · 2023 · Rahmadiyani, Rani et al. · indexed
  1189. Brain-based limitations in attention and secondary task engagement during high-fidelity driving simulation among young adults ↗ · 2020 · Banz, Barbara C. et al. · indexed
  1190. Competing for cognitive resources: Measuring workload in a time pressured dual-task environment. · 2018 · Strayer, David L. et al. · archived
  1191. 5. Probabilistic driver modeling ↗ · 2017 · Driggs-Campbell, Katherine et al. · indexed
  1192. Feature absence–presence and two theories of lapses of sustained attention ↗ · 2010 · Helton, William S. et al. · indexed
  1193. Driver Performance Assessment with a Car Following Model ↗ · 2005 · Boer, Erwin R et al. · indexed
  1194. Advancements and Insights in Assessing Cognitive Load During Driving: A Comprehensive Narrative Review ↗ · 2026 · Zhang, Peijiang et al. · indexed
  1195. Generalized Dynamic Cognitive Hierarchy Models for Strategic Driving Behavior · 2022 · Sarkar, Atrisha et al. · archived
  1196. Unravelling the Physiological Correlates of Mental Workload · 2022 · John, Alka Rachel et al. · archived
  1197. Characterisation of motorway driving style using naturalistic driving data ↗ · 2020 · Itkonen, Teemu H. et al. · indexed
  1198. Pupil dilation as indicative of cognitive workload while driving a car: effects of cell phone use and driver experience in young adults · 2021 · Carizio, Bethânya G. et al. · archived
  1199. Review and Discussion on Driving Workload Quantification in Traffic Safety ↗ · 2018 · Lyu, Nengchao et al. · indexed
  1200. The Dynamics of Attention Across Automated and Manual Driving Modes: A Driving Simulation Study ↗ · 2026 · Cai, Yuan et al. · indexed
  1201. Advanced vehicle technology: Mapping mental model accuracy and system exposure to driver behavior ↗ · 2021 · Benson, Aaron et al. · indexed
  1202. Analysis of Freeway Safety Influencing Factors on Driving Workload and Performance Based on the Gray Correlation Method ↗ · 2021 · Xie, Lian et al. · indexed
  1203. Self-Regulation Minimizes Crash Risk from Attentional Effects of Cognitive Load during Auditory-Vocal Tasks ↗ · 2014 · Young, Richard · indexed
  1204. Feature-based attentional set as a cause of traffic accidents ↗ · 2007 · Most, Steven B. et al. · indexed
  1205. An opportunity cost model of subjective effort and task performance ↗ · 2013 · Kurzban, Robert et al. · indexed
  1206. Job content, psychological well-being, burnout and fatigue driving among heavy goods vehicle drivers in Ghana · 2025 · Amoadu, Mustapha et al. · archived
  1207. Recognizing and explaining driving stress using a Shapley additive explanation model by fusing EEG and behavior signals ↗ · 2025 · Yang, Liu et al. · indexed
  1208. Gaze entropy metrics for mental workload estimation are heterogenous during hands-off level 2 automation ↗ · 2024 · Goodridge, Courtney M. et al. · indexed
  1209. Train driver selection: The impact of cognitive ability on train driving performance ↗ · 2023 · Collins, Michael D. · indexed
  1210. The Impact of Modality, Technology Suspicion, and NDRT Engagement on the Effectiveness of AV Explanations · 2023 · Esterwood, Connor · archived
  1211. Multimodal Physiological Assessment of the Task-related Attentional States in a VR Driving Environment ↗ · 2022 · Zhu, Wenchao et al. · indexed
  1212. Detection of Driver Workload Using Wrist-Worn Wearable Sensors: A Feasibility Study ↗ · 2020 · Tanaka, Ryuto et al. · indexed
  1213. Driver Behaviour and Training ↗ · 2017 · Dorn, Lisa · indexed
  1214. Modeling Driving Safety Under Multiple Potential Hazard Warnings: Cry Wolf Effect and Behavioral Adaptation Moderated by Hazard Type ↗ · 2026 · Wang, Xu et al. · indexed
  1215. Modelling an Integrated Human Performance Model of the Train Driver ↗ · 2018 · Azlis-Sani, Jalil et al. · indexed
  1216. Mental workload of voice interactions with 6 real-world driver interfaces · 2015 · Cooper, JM et al. · archived
  1217. Mental workload of common voice-based vehicle interactions across six different vehicle systems · 2014 · Cooper, JM et al. · archived
  1218. The effect of concurrent task difficulty on working memory during simulated driving ↗ · 1999 · RADEBORG, KARL et al. · indexed
  1219. Psychophysiological evidence of mental workload and subjective anxiety from in-vehicle voice message complexity ↗ · 2026 · Restuputri, Dian Palupi et al. · indexed
  1220. A Computational Cognitive Model of the Vigilance Decrement ↗ · 2025 · McCarley, Jason S. · indexed
  1221. Research on Distracted Driving Identification of Truck Drivers Based on Simulated Driving Experiment ↗ · 2021 · Zhang, Weihao et al. · indexed
  1222. Endogenous and Exogenous Effects on a Driving-Simulation Task ↗ · 2019 · Jose L. Vilchez · indexed
  1223. Understanding Risky Behavior in Sustainable Driving among Young Adults: Exploring Social Norms, Emotional Regulation, Perceived Behavioral Control, and Mindfulness ↗ · 2024 · Marian, Andrei-Lucian et al. · indexed
  1224. Age-Related Differences in Pro-active Driving Behavior Revealed by EEG Measures · 2018 · Getzmann, Stephan et al. · archived
  1225. Human Factors Evaluation of Level 2 and Level 3 Automated Driving Concepts: Past Research, State of Automation Technology, and Emerging System Concepts · 2014 · Trimble, Tammy E. et al. · archived
  1226. Cumulative Progress in Formal Theories of Attention ↗ · 2004 · Logan, Gordon D. · indexed
  1227. Assessing the relationship between driving skill, driving stress, and driving behavior ↗ · 2024 · Yang, Liu et al. · indexed
  1228. GA-XGBoost Driving Distraction State Classification Model Based on Non-Driving Related Tasks ↗ · 2022 · Bai, Yajie et al. · indexed
  1229. Effects of age and different road workload on driver's situation awareness ↗ · 2017 · Ou, Yang-Kun et al. · indexed
  1230. Psychological work characteristics, psychological workload and associated psychological and cognitive requirements of train drivers ↗ · 2014 · Zoer, Ilona et al. · indexed
  1231. An Analytical Model for Estimating Average Driver Attention Based on the Visual Field ↗ · 2022 · Khairdoost, Nima et al. · indexed
  1232. Visual Attention Demand Evaluation of Conventional and Multifunction in-Vehicle Information Systems ↗ · 2000 · Gellatly, Andrew W. et al. · indexed
  1233. Individual differences during driver secondary task performance: verbal protocol and visual allocation findings ↗ · 2002 · Lansdown, Terry C · indexed
  1234. Sociodemographic, contextual and psychological factors predicting secondary task engagement: A nationwide interview study among car drivers in Germany ↗ · 2024 · Kreusslein, Maria et al. · indexed
  1235. Automatic Inference of Driving Task Demand from Visual Cues of Emotion and Attention ↗ · 2022 · Soro, Alessandro et al. · indexed
  1236. Human Factors Laboratory [Fact Sheet] · 1988 · NHTSA · archived
  1237. Behavioral decision‐making model of the intelligent vehicle based on driving risk assessment ↗ · 2019 · Zheng, Xunjia et al. · indexed
  1238. Human Factors Issues Associated with Limited Ability Autonomous Driving Systems: Drivers’ Allocation of Visual Attention to the Forward Roadway ↗ · 2013 · Llaneras, Robert E. et al. · indexed
  1239. Driver-Initiated DesignAn Approach to Keeping the Driver in Control? ↗ · 2017 · Banks, Victoria A. et al. · indexed
  1240. Mental Workload of Common Voice-Based Vehicle Interactions across Six Different Vehicle Systems · 2014 · AAA Foundation for Traffic Safety · archived
  1241. Driving behavior in immersive Virtual Environments: a study on the role of cognitive workload, sense of presence and simulation sickness in the CAVE laboratory. ↗ · 2025 · Bruno, Giovanni et al. · indexed
  1242. When moderate mental workload and driving are mutually beneficial (draft 1) ↗ · 2021 · Felisberti, Fatima Maria et al. · indexed
  1243. Using Multimodal Methods and Machine Learning to Recognize Mental Workload: Distinguishing Between Underload, Moderate Load, and Overload ↗ · 2024 · Jiang, Zebin et al. · indexed
  1244. Subtle motion cues by automated vehicles can nudge human drivers’ decisions: Empirical evidence and computational cognitive model · 2023 · Zgonnikov, Arkady et al. · archived
  1245. Human online reliability estimation applied to real driving maneuvers · 2020 · He, Chao et al. · archived
  1246. Adolescence, Attention Allocation, and Driving Safety ↗ · 2014 · Romer, Daniel et al. · indexed
  1247. Short-term cardiovascular measures for driver support: Increasing sensitivity for detecting changes in mental workload ↗ · 2014 · Stuiver, Arjan et al. · indexed
  1248. FATIGUE AND DRIVING ↗ · 1961 · Crawford, A. · indexed
  1249. Improving the level of psychological preparation of potential drivers · 2021 · Zelikov, Vladimir et al. · archived
  1250. Unveiling Driver Workload Dynamics and Road Safety Risks in Assistant and Automated Driving Systems ↗ · 2026 · Bosurgi, Gaetano et al. · indexed
  1251. Measuring susceptibility to alerts while encountering mental workload ↗ · 2019 · Janssen, Christian P. et al. · indexed
  1252. Assessment of Driver Fatigue, Distraction, and Performance in a Naturalistic Setting ↗ · 2005 · Barr, Lawrence C. et al. · indexed
  1253. HOW CAN WE TRAIN SAFE DRIVING ↗ · 1989 · Brown, I D · indexed
  1254. Frequency and Quality of Exposure to Adaptive Cruise Control and Impact on Trust, Workload, and Mental Models · 2023 · Pradhan, Anuj K. et al. · archived
  1255. How to Keep Drivers Attentive during Level 2 Automation? Development and Evaluation of an HMI Concept Using Affective Elements and Message Framing ↗ · 2022 · Hecht, Tobias et al. · indexed
  1256. USING IN-DEPTH CRASH DATA TO ASSESS THE ROLE OF DRIVER INATTENTION AND DRIVER DISTRACTION IN CRASHES ↗ · 2012 · Beanland, V et al. · indexed
  1257. A Workload Manager Architecture for the Monitoring of Drivers’ Cognitive Impairment ↗ · 2009 · Cardillo, Daniela et al. · indexed
  1258. Driving behavior model considering driver's over-trust in driving automation system · 2019 · Liu, Hailong et al. · archived
  1259. Bad behaviour or societal failure? Perceptions of the factors contributing to drivers' engagement in the fatal five driving behaviours ↗ · 2019 · Salmon, Paul M. et al. · indexed
  1260. Modeling Drivers’ Takeover Behavior Depending on the Criticality of Driving Situations and the Complexity of Secondary Tasks ↗ · 2019 · Tanshi, Foghor et al. · indexed
  1261. Were they in the loop during automated driving? Links between visual attention and crash potential · 2017 · Louw, Tyron et al. · archived
  1262. Subjective responses of mental workload during real time driving: A pilot field study ↗ · 2017 · Rahman, N I A et al. · indexed
  1263. Impact of Repeated Exposure to a Multilevel Working Memory Task on Physiological Arousal and Driving Performance ↗ · 2015 · Belyusar, Daniel et al. · indexed
  1264. How are drivers' stress levels and emotions associated with the driving context? A naturalistic study · 2023 · Tavakoli, Arash et al. · archived
  1265. Risk Perception, Self-Control, Self-Regulation, Abnormalities on Risky Driving Tendency with Defensive Driving as Mediator ↗ · 2023 · Pradjojowaty, Ika Setyorini · indexed
  1266. Traffic Psychology and Driver Behavior ↗ · 2012 · Bucchi, Alberto et al. · indexed
  1267. 3115 Adapting Alarm Threshold to Driver Behavior and/or Psychological State ↗ · 2007 · Itoh, Makoto et al. · indexed
  1268. Countermeasures to Loss of Alertness in Motor Vehicle Drivers: A Taxonomy and Evaluation ↗ · 1991 · Mackie, Robert R. et al. · indexed
  1269. Social Interaction Patterns in Driver Behavior: An Introductory Review ↗ · 1976 · Wilde, Gerald J.S. · indexed
  1270. Perceived stress, mental health, organizational factors, and self-reported risky driving behaviors among truck drivers circulating in France ↗ · 2021 · Delhomme, Patricia et al. · indexed
  1271. The Health Belief Model Variables as Predictors of Risky Driving Behaviors among Commuters in Yazd, Iran ↗ · 2009 · Morowatisharifabad, Mohammad Ali · indexed
  1272. Driver distraction: The effects of concurrent in-vehicle tasks, road environment complexity and age on driving performance ↗ · 2005 · Horberry, Tim et al. · indexed
  1273. EEG-Driven Classification of Driver Mental Workload in Diverse Environments: A Dual-Branch Network for Efficient In-Vehicle Applications ↗ · 2025 · Liu, Tianqi et al. · indexed
  1274. Subtle motion cues by automated vehicles can nudge human drivers’ decisions: Empirical evidence and computational cognitive model · 2023 · Abbink, David A. · archived
  1275. Structural equation modeling approach for investigating drivers’ risky behavior in clear and adverse weather using SHRP2 naturalistic driving data ↗ · 2022 · Das, Anik et al. · indexed
  1276. U34: driver distraction : an inattention-mitigation component for behavior-based safety programs in commercial vehicle operations (IM-BBS) final report. · 2011 · Victor, Trent et al. · archived
  1277. Development of human factors guidelines for advanced traveler information systems and commercial vehicle operations : definition and prioritization of research studies · 1997 · Kantowitz, B. H. et al. · archived
  1278. A Pilot Study Verifying How the Curve Information Impacts on the Driver Performance with Cognition Model ↗ · 2013 · Zhao, Xiaohua et al. · indexed
  1279. MEASURING THE SPARE ‘MENTAL CAPACITY ’OF CAR DRIVERS BY A SUBSIDIARY TASK ↗ · 1961 · BROWN, I. D. et al. · indexed
  1280. Examining Driver Vigilance in Partially Automated Vehicles: The Impact of Push Notifications ↗ · 2025 · Proskurin, Aleksei V. et al. · indexed
  1281. Understanding risky driving among motorized two-wheeler drivers: time-related anxiety and impunctuality · 2023 · Gupta, Monik et al. · archived
  1282. Driver Distraction and Stress Detection Systems: A Review ↗ · 2020 · Ghandour, Raymond et al. · indexed
  1283. Vigilance Requires Hard Mental Work and Is Stressful ↗ · 2008 · Warm, Joel S. et al. · indexed
  1284. Explaining Authoritative Control Interventions in Automated Driving to Support Driver Understanding, Trust, and Reliance ↗ · 2025 · Dixon, Liza et al. · indexed
  1285. Predicting operator mental workload using a time-based algorithm ↗ · 2010 · Wang, Wenbi et al. · indexed
  1286. Impact of Visual Attention and Useful Field of View in Driving: A Review ↗ · 2025 · L, Prem Sudhakar et al. · indexed
  1287. Automated driving · 2020 · Janssen, Christian P. et al. · archived
  1288. Change Detection Performance Under Divided Attention with Dynamic Driving Scenarios ↗ · 2005 · Lee, Yi-Ching et al. · indexed
  1289. Why drivers are frustrated: results from a diary study and focus groups ↗ · 2020 · Bosch, Esther et al. · indexed
  1290. “I’d like an Explanation for That!”Exploring Reactions to Unexpected Autonomous Driving ↗ · 2020 · Wiegand, Gesa et al. · indexed
  1291. Fatigue and Voluntary Utilization of Automation in Simulated Driving ↗ · 2012 · Neubauer, Catherine et al. · indexed
  1292. Alcohol Effects on Driver Risk Taking ↗ · 1978 · Allen, R. Wade et al. · indexed
  1293. A Conceptual Framework for AI-based Explainable Driver Behavior in Human-in-the-loop Simulators ↗ · 2025 · Rebling, Patrick et al. · indexed
  1294. Personalized Driver Workload Inference by Learning From Vehicle Related Measurements · 2019 · Yi, Dewei et al. · archived
  1295. Impact of age and cognitive demand on lane choice and changing under actual highway conditions ↗ · 2013 · Reimer, Bryan et al. · indexed
  1296. Book Review · 2005 · Brookhuis, Karel · archived
  1297. Leveraging explainable artificial intelligence to improve advanced driver assistance systems through driver eye-tracking interpretation ↗ · 2026 · Sulle, Methusela et al. · indexed
  1298. Psychosocial factors, psychological well-being and safety incidents among long-distance bus drivers in Ghana: A cross-sectional survey ↗ · 2024 · Amoadu, Mustapha et al. · indexed
  1299. Multiple Resource Theory II ↗ · 1994 · BASIL, MICHAEL D. · indexed
  1300. Analysis of Autonomic Indexes on Drivers' Workload to Assess the Effect of Visual ADAS on User Experience and Driving Performance in Different Driving Conditions ↗ · 2018 · Ariansyah, Dedy et al. · indexed
  1301. Effect of Driver Distraction on Traffic Flow Stability via Desired Safety Margin Model ↗ · 2018 · Zhang, Junjie et al. · indexed
  1302. NASA-TLX Workload Under SAE Level 2 and Level 3 Automation Versus Manual: A Meta Analysis approach ↗ · 2026 · Alhujailli, Ashraf · indexed
  1303. <p>Alertness-Related Differences in Car-Following Strategy among Truck Drivers Based on Naturalistic Driving Data</p> ↗ · 2026 · Liu, Yang et al. · indexed
  1304. A Novel Mutual Information Based Feature Set for Drivers’ Mental Workload Evaluation Using Machine Learning ↗ · 2020 · Islam, Mir Riyanul et al. · indexed
  1305. Mechanisms behind distracted driving behavior: The role of age and executive function in the engagement of distracted driving ↗ · 2017 · Pope, Caitlin Northcutt et al. · indexed
  1306. Study on the impact of indirect driving system on mental workload and task performance of driver ↗ · 2013 · Wu, Jingjie et al. · indexed
  1307. Influence of a Driver Support System on Situation Awareness and Information Processing in Response to Lead Vehicle Braking ↗ · 2004 · Manser, Michael P. et al. · indexed
  1308. Stabilization Time after Mode Switch in Conditionally Automated Driving: Focusing on Drivers Cognitive Load and Visual Attention ↗ · 2025 · Li, Yujin et al. · indexed
  1309. A supportive situation awareness model for human-autonomy teaming in collaborative driving ↗ · 2020 · Kridalukmana, Rinta et al. · indexed
  1310. Does Depleting Self-Control Result in Poorer Vigilance Performance? ↗ · 2018 · Satterfield, Kelly et al. · indexed
  1311. Cue‐Based Processing Capacity, Cognitive Load and the Completion of Simulated Short‐Duration Vigilance Tasks in Power Transmission Control ↗ · 2014 · Small, Aaron J. et al. · indexed
  1312. Unpacking the relationship between task complexity and driving risk: Insights from a UK on-road trial ↗ · 2025 · Papazikou, Evita et al. · indexed
  1313. Relation between driver behavior and situation awareness while driving with driving support system ↗ · 2003 · KIKUCHI, Kazunori et al. · indexed
  1314. Stabilization Time after Mode Switch in Conditionally Automated Driving: Focusing on Drivers’ Cognitive Load and Visual Attention ↗ · 2025 · Li, Yujin et al. · indexed
  1315. Individual Differences in Glance Patterns under Distraction in Level 2 Automated Driving ↗ · 2020 · Yang, Shiyan et al. · indexed
  1316. Linking mind wandering tendency to risky driving in young male drivers ↗ · 2018 · Albert, Derek A. et al. · indexed
  1317. Psychological and Psychophysiological Models of Pilot Performance for Systems Development and Mission Evaluation ↗ · 2002 · Svensson, Erland et al. · indexed
  1318. Psychological and sociodemographic characteristics of accident involved drivers : a survey of the literature. · 1976 · Lynn, Cheryl · archived
  1319. The dual system model of distraction: explaining the cognitive mechanism of distraction ↗ · 2025 · Wang, Chenghao · indexed
  1320. Voice Control Tasks on Cognitive Workload and Driving Performance: Implications of Modality, Difficulty, and Duration ↗ · 2018 · Miller, Erika E. et al. · indexed
  1321. Occupational driver safety: Conceptualising a leadership-based intervention to improve safe driving performance · 2011 · Newnam, Sharon et al. · archived
  1322. Driver Classification Using ve-DYNA Advanced Driver ↗ · 2004 · Irmscher, Marita et al. · indexed
  1323. The Influence of Impairment Feedback on Driver Behavior: A Simulator Study ↗ · 2000 · Fairclough, Stephen H. et al. · indexed
  1324. Alcohol effects on driver performance under conditions of divided attention ↗ · 1980 · BREWER, N. et al. · indexed
  1325. Assessing Drivers' Situation Awareness in Semi-Autonomous Vehicles: ASP based Characterisations of Driving Dynamics for Modelling Scene Interpretation and Projection ↗ · 2023 · Suchan, Jakob et al. · indexed
  1326. Study on Driver Attention Allocation under Common Driving Behaviors ↗ · 2018 · Ren, Yuan-yuan et al. · indexed
  1327. Neuroergonomic evaluation of risk-warning eHMI penetration rates in vehicle platoons: effects on pedestrians' mental workload, situation awareness, and gap acceptance. · 2026 · Yang, F et al. · archived
  1328. Evaluation of time series changes of mental workload during automobile driving with application of anomaly detection · 2021 · CHIHARA, Takanori et al. · archived
  1329. Development of the Driver Metacognition Questionnaire: A Scale to Measure Metacognitive Awareness While Driving ↗ · 2025 · Love, Steven et al. · indexed
  1330. Applying the Health Belief Model to mobile device distracted driving ↗ · 2024 · Cox, Aimee E. et al. · indexed
  1331. Fuzzy Logic-based Techniques for Human Driver Behavior Modelling during a Simple Lane-changing Task · 2024 · Jirgl, Miroslav et al. · archived
  1332. Assessing the impact of driver advisory systems on train driver workload, attention allocation and safety performance ↗ · 2022 · Verstappen, Vera JMP. et al. · indexed
  1333. The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving ↗ · 2018 · Ma, Jinfei et al. · indexed
  1334. The Motor-Vehicle Driver: His Nature and Improvement · 1949 · Kramer, Milton D., 1915- · archived
  1335. The Mind-Wandering Phenomenon While Driving: A Systematic Review ↗ · 2025 · Voinea, Gheorghe-Daniel et al. · indexed
  1336. Self-report measures of distractibility as correlates of simulated driving performance ↗ · 2010 · Kass, Steven J. et al. · indexed
  1337. Fatigue and Automation-Induced Impairments in Simulated Driving Performance ↗ · 1998 · Desmond, Paula A. et al. · indexed
  1338. Monte Carlo Methods for Real-Time Driver Workload Estimation Using a Cognitive Architecture ↗ · 2018 · Wortelen, Bertram et al. · indexed
  1339. Heavy vehicle driver workload assessment. Task 2, standard vehicle configuration/specifications · 1996 · Turanski, Alan et al. · archived
  1340. Guardian of Awake Journeys: A Real-Time Drowsiness Monitoring System for Automotive Drivers ↗ · 2025 · Babu, S. Dilli et al. · indexed
  1341. The Relationship Between Physical And Mental Workload On Job Fatigue In Maxim Car Drivers In Kupang City In 2024 · 2024 · Misam Selan, Arwadi et al. · archived
  1342. Modeling Lateral Control Behaviors of Distracted Drivers for Haptic-Shared Steering System ↗ · 2023 · Xu, Fei-Xiang et al. · indexed
  1343. Building Blocks of Responsibility - A Conceptual Model Illustrating the Factors Influencing Perceived Responsibility Over the Driving Task when Interacting with Driving Automation Systems ↗ · 2022 · Lidander, Linnéa et al. · indexed
  1344. Modeling Driver Psychological Deliberation During Dynamic Route Selection Processes ↗ · 2006 · Talaat, H. et al. · indexed
  1345. Nudging human drivers via implicit communication by automated vehicles: Empirical evidence and computational cognitive modeling · 2024 · Abbink, David A. · archived
  1346. Multiple Resource Time Sharing Models ↗ · 2004 · Wickens, Christopher D. · indexed
  1347. A vigilance decrement comes along with an executive control decrement: Testing the resource-control theory ↗ · 2022 · Luna, Fernando G. et al. · indexed
  1348. Route familiarity breeds inattention: A driving simulator study ↗ · 2013 · Yanko, Matthew et al. · indexed
  1349. Wertheim’s hypothesis on ‘highway hypnosis’: empirical evidence from a study on motorway and conventional road driving ↗ · 2004 · Cerezuela, Gemma Pastor et al. · indexed
  1350. Adaptive Driver State Monitoring with Temporal Reasoning and Risk Estimation for Safe Transportation ↗ · 2026 · Yar, Hikmat et al. · indexed
  1351. Drivers of partially automated vehicles are blamed for crashes that they cannot reasonably avoid · 2022 · Abbink, David A. · archived
  1352. Drivers of partially automated vehicles are blamed for crashes that they cannot reasonably avoid · 2022 · Beckers, Niek et al. · archived
  1353. Exploring the Use of Verbal Protocol Analysis as a Tool to Analyse Driver Behaviour ↗ · 2017 · Banks, Victoria A. et al. · indexed
  1354. The Mind Wandering Phenomenon While Driving: An Exploratory Survey ↗ · 2026 · Butilă, Eugen Valentin et al. · indexed
  1355. Understanding the risk factors of driving dilemmas at urban tunnel exits adjoining diverging areas: A naturalistic study ↗ · 2026 · He, Shiming et al. · indexed
  1356. Distraction prediction based on eye movements and driving performance ↗ · 2025 · Li, Ran et al. · indexed
  1357. Modeling factors to various drivers' actions due to vehicle malfunctions, the integrated latent class and latent variable model ↗ · 2022 · Rezapour, Mahdi et al. · indexed
  1358. Human interface based on an interaction between driver's capability and task demands ↗ · 2018 · Sato, Toshihisa · indexed
  1359. The effect of interference on dynamic risk‐taking judgments ↗ · 1999 · Horswill, Mark S. et al. · indexed
  1360. A Multi-dimensional Attention-based Framework for Personalized Driver Fatigue Assessment for Proactive Commercial-vehicle Crash Prevention ↗ · 2026 · Yang, Jiayu et al. · indexed
  1361. Multi-modal detection task as a measurement of mental workload caused by in-vehicle information systems · 2012 · YOSHIDA, Shuhei et al. · archived
  1362. Characterisation of mental models in a virtual reality-based multitasking scenario using measures of situation awareness ↗ · 2009 · Zhang, Tao et al. · indexed
  1363. Investigating the Role of Cognitive Demands and Mental Workload of Non-Professional Drivers in Japan: A Naturalistic Driving Study ↗ · 2026 · Suresh Babu, Karthik et al. · indexed
  1364. Exploring Monitoring Systems Data for Driver Distraction and Drowsiness Research ↗ · 2020 · Lobo, António et al. · indexed
  1365. Physiological Characteristics and Nonparametric Test for Master-Slave Driving Task’s Mental Workload Evaluation in Mountain Area Highway at Night ↗ · 2019 · Wang, Haiwei et al. · indexed
  1366. The apparent intelligence of a system as a factor in situation awareness ↗ · 2014 · Thill, Serge et al. · indexed
  1367. Driver-initiated takeover as self-regulation: A video-based study of how drivers assess automated driving situations to determine intervention needs ↗ · 2026 · Shen, Su et al. · indexed
  1368. The mismatch between perceived situation awareness and hazard recognition in automated driving ↗ · 2025 · Nasser, George et al. · indexed
  1369. The Multiple Resource Theory and Model. Some Misconceptions in Data Interpretations ↗ · 2024 · Wickens, Christopher D. · indexed
  1370. Cognitive and Psychomotor Correlates of Self-Reported Driving Skills and Behavior ↗ · 2005 · Sümer, Nebi et al. · indexed
  1371. Behavioural compensation by drivers of a simulator when using a vision enhancement system ↗ · 2000 · Stanton, Neville A. et al. · indexed
  1372. Multiclass Classification of Driver Perceived Workload Using Long Short-Term Memory based Recurrent Neural Network ↗ · 2018 · Manawadu, Udara E. et al. · indexed
  1373. Driver body information analysis for distraction state detection ↗ · 2015 · Sato, Kazuhito et al. · indexed
  1374. A Model of Anticipation in Driving ↗ · 2014 · Stahl, Patrick et al. · indexed
  1375. Dimensions of driver stress ↗ · 1989 · GULIAN, E. et al. · indexed
  1376. Technical Factors Matter for Driving Behavior Analysis: Experiment and Validation ↗ · 2025 · Wei, Yao et al. · indexed
  1377. Cell phone-related driver distraction: Habits predict behavior over and above the theory of planned behavior variables ↗ · 2023 · Demir, Basar et al. · indexed
  1378. Identification of Human Driver Critical Behaviors and Related Reliability Evaluation in Real Time · 2022 · He, Chao et al. · archived
  1379. Identification of Human Driver Critical Behaviors and Related Reliability Evaluation in Real Time · 2022 · He, Chao et al. · archived
  1380. Psychological factors for driver distraction and inattention in the Australian and New Zealand rail industry ↗ · 2013 · Naweed, Anjum · indexed
  1381. Translating cognitive neuroscience to the driver’s operational environment: A neuroergonomic approach ↗ · 2010 · LEES, MONICA N. et al. · indexed
  1382. Driver Task Load in Different Road Environments ↗ · 1983 · Janssen, Wiel H. · indexed
  1383. Dual-Task Interference in a Simulated Driving Environment: Serial or Parallel Processing? · 2021 · Abbaszadeh, Mojtaba et al. · archived
  1384. The Effects of Driving Environment on the Mental Workload of Train Drivers · 2013 · Abd Rahman, Nurul Izzah et al. · archived
  1385. A Stochastic Form of a Human Driver Steering Dynamics Model ↗ · 2005 · Gabibulayev, Magomed et al. · indexed
  1386. Effects of Cueing and Knowledge of Results on Workload and Boredom in Sustained Attention ↗ · 1997 · Hitchcock, Edward M. et al. · indexed
  1387. Sound Strategies for Safe Driving: Exploring Auditory Interventions to Counteract Passive Driver Fatigue · 2024 · Papachristos, Eleftherios et al. · archived
  1388. Influence of Task Knowledge and Display Features on Driver Attention to Cluttered Navigation Displays ↗ · 2017 · Pankok, Carl et al. · indexed
  1389. Effect of Behavioral Precaution on Braking Operation of Elderly Drivers under Cognitive Workloads ↗ · 2022 · Kajiwara, Yusuke et al. · indexed
  1390. MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning · 2021 · Baee, Sonia et al. · archived
  1391. Quantitative Evaluation of Attention to the Driving Environment During Automated Driving at Levels 3 using ERP: Evaluation of Psychophysiological State of Driver ↗ · 2018 · Murase, Tomohiro et al. · indexed
  1392. Preface to the Special Section on Human Factors and Automation in Vehicles · 2012 · Merat, Natasha et al. · archived
  1393. Factors influencing visual search in complex driving environments. · 2016 · Hunter, Michael P. et al. · archived
  1394. Driving anger and risky behaviour during commuting: The roles of time pressure and children’s presence in a naturalistic study from China ↗ · 2026 · Wang, Jinru et al. · indexed
  1395. XGBoost Algorithm-Based Monitoring Model for Urban Driving Stress: Combining Driving Behaviour, Driving Environment, and Route Familiarity ↗ · 2021 · Lu, Yue et al. · indexed
  1396. Dual-task Interference in a Simulated Driving Environment: Serial or Parallel Processing? · 2019 · Abbaszadeh, Mojtaba et al. · archived
  1397. On the Nature of Vigilance ↗ · 2017 · Hancock, Peter A. · indexed
  1398. Driver inattention detection methods: A review ↗ · 2012 · Arun, S et al. · indexed
  1399. Maintaining Situational Awareness: The Role of Visual Attention ↗ · 1999 · Chaparro, Alex et al. · indexed
  1400. Modeling the Control of Attention in Visual Workspaces ↗ · 2011 · Steelman, Kelly S. et al. · indexed
  1401. Calibration of skill and judgment in driving: Development of a conceptual framework and the implications for road safety ↗ · 2015 · Horrey, William J. et al. · indexed
  1402. Assessment of Age Differences in Mental Workload while Driving using Verbal versus Visual-Spatial Subsidiary Tasks ↗ · 2006 · Schlorholtz, Ben et al. · indexed
  1403. Effects of experience and processing demands on visual information acquisition in drivers ↗ · 1998 · CRUNDALL, DAVID E. et al. · indexed
  1404. How to measure the mental workload. Assessment of the workload to the train drivers. · 1993 · UGAJIN, Hiroshi · archived
  1405. Estimating Driver Personality Traits From On-Road Driving Data ↗ · 2023 · Kimura, Ryusei et al. · indexed
  1406. A study of aberrant driving behaviors and road accidents in Chinese ride-hailing drivers ↗ · 2022 · Shi, Jing et al. · indexed
  1407. Threshold versus Accumulator Frameworks of Manual Steering and Automation Takeover Initiation ↗ · 2021 · Goodridge, Courtney Michael et al. · indexed
  1408. Driving With the Wandering Mind ↗ · 2013 · Yanko, Matthew R. et al. · indexed
  1409. Research of the Level of Driver Involvement in the Management of a Highly Automated Vehicle ↗ · 2022 · Zabudskiy, A. Yu. et al. · indexed
  1410. Effective feature extraction from driving data for detection of danger awareness ↗ · 2019 · Nakano, Kotaro et al. · indexed
  1411. Study of Road Capacity Considering the Influence of Driving Psychology ↗ · 2014 · Ren, Yan-ming et al. · indexed
  1412. Load theory of selective attention and the role of perceptual load: Is it time for revision? ↗ · 2010 · Khetrapal, Neha · indexed
  1413. Conversation during Partially Automated Driving: How Attention Arousal is Effective on Maintaining Situation Awareness ↗ · 2019 · Lee, Jieun et al. · indexed
  1414. Driver distraction and inattention in the USA large truck and national motor vehicle crash causation studies ↗ · 2009 · Craft, R et al. · indexed
  1415. Drivers’ self-regulatory behaviors in active and responsive scenarios ↗ · 2023 · Zhang, Yaping et al. · indexed
  1416. Multitasking in the Automobile ↗ · 2006 · Strayer, David L. et al. · indexed
  1417. The impact of road traffic context on secondary task engagement while driving · 2023 · Cuentas-Hernandez, Sandra et al. · archived
  1418. Presentation Level and the Attentional Workload of Comprehending Verbal Messages: Implications for Design of Verbal Warnings ↗ · 1999 · Baldwin, Carryl L. et al. · indexed
  1419. The Impact of N-back-Induced Cognitive Load and Time Budget on Takeover Performance ↗ · 2025 · Goodridge, Courtney Michael et al. · indexed
  1420. Natural scene stimuli and lapses of sustained attention ↗ · 2012 · Head, James et al. · indexed
  1421. Driver Distraction/Overload Research and Engineering: Problems and Solutions ↗ · 2010 · Green, Paul A. · indexed
  1422. Cell phone-induced failures of visual attention during simulated driving · 2003 · Drews, Frank A. et al. · archived
  1423. Modeling the situation awareness by the analysis of cognitive process ↗ · 2014 · Liu, Shuang et al. · indexed
  1424. Toward More Realistic Driving Behavior Models for Autonomous Vehicles in Driving Simulators ↗ · 2003 · Al-Shihabi, Talal et al. · indexed
  1425. Cognitive Workload Estimation in Conditionally Automated Vehicles Using Transformer Networks Based on Physiological Data · 2024 · Wang, Ange et al. · archived
  1426. Human Decision-Making in High-Risk Driving Scenarios: A Cognitive Modeling Perspective ↗ · 2024 · Li, Zheng et al. · indexed
  1427. In-vehicle work zone messages : final report. · 2017 · Craig, Curtis M. et al. · archived
  1428. Behavioural adaptation in response to driving assistance technologies: A literature review ↗ · 2013 · Wege, Claudia A. et al. · indexed
  1429. Assessing the effects of in-vehicle tasks on driving performance ↗ · 2012 · Horrey, William J. · indexed
  1430. Driver-initiated distractions: Examining strategic adaptation for in-vehicle task initiation ↗ · 2008 · Horrey, William J. et al. · indexed
  1431. Development of a Strategy Model of the Driver in Lane Keeping ↗ · 1978 · CARSON, JAMES M. et al. · indexed
  1432. Using psychophysiological metrics for understanding drivers’ mental workload and visual attention when overtaking automated truck platoons ↗ · 2026 · Lin, Zijian et al. · indexed
  1433. Evaluating active driver intervention strategies in sequential conflict scenarios: a counterfactual reasoning-based framework ↗ · 2026 · Xie, Shuke et al. · indexed
  1434. Behavioural impacts of Advanced Driver Assistance Systems–an overview · 2019 · Brookhuis, Karel et al. · archived
  1435. Lowering thresholds for speed limit enforcement impairs peripheral object detection and increases driver subjective workload ↗ · 2017 · Bowden, Vanessa K. et al. · indexed
  1436. Cardiac Autonomic Control During Simulated Driving With a Concurrent Verbal Working Memory Task ↗ · 2009 · Lenneman, John K. et al. · indexed
  1437. Interpretable Quantification of Scene-Induced Driver Visual Load: Linking Eye-Tracking Behavior to Road Scene Features via SHAP Analysis ↗ · 2025 · Ni, Jie et al. · indexed
  1438. Modeling human vehicle driving which integrate models of fatigue ↗ · 2009 · ShuanFeng Zhao et al. · indexed
  1439. Applying Adaptive Gain Theory to Pupillary Dynamics During Hands-Off L2 Driving Under High Cognitive Load ↗ · 2026 · Goodridge, Courtney Michael et al. · indexed
  1440. Exploration of Social-Psychological Factors Leading to Distracted e-Bike Riding Among Delivery Workers · 2024 · Wu, Genhao et al. · archived
  1441. Real-time prediction of short-timescale fluctuations in cognitive workload · 2021 · Boehm, U et al. · archived
  1442. Concurrent processing of vehicle lane keeping and speech comprehension tasks ↗ · 2013 · Cao, Shi et al. · indexed
  1443. An investigation into how work-related road safety can be enhanced ↗ · 2008 · Banks, Tamara D. · indexed
  1444. Hybrid system modeling of human driver in the vehicle following task ↗ · 2007 · Toshikazu Akita et al. · indexed
  1445. Pilot Workload Factors in the Total Pilot-Vehicle-Task System ↗ · 1983 · Heffley, Robert K. · indexed
  1446. Dual-Task Performance: Theoretical Analysis and an Event-Coding Account · 2020 · Hommel, Bernhard · archived
  1447. Toward a Theory of Situation Awareness in Dynamic Systems ↗ · 2017 · Endsley, Mica R. · indexed
  1448. Increased visual and cognitive demands emphasize the importance of meeting visual needs at all distances while driving · 2021 · Patoine, Amigale et al. · archived
  1449. Effects of Auditory Stimuli and Verbal Communications on Drivers' Situation Awareness in Partially Automated Driving ↗ · 2018 · Hirano, Toshiaki et al. · indexed
  1450. Classification systems for individual differences in multiple-task performance and subjective estimates of workload ↗ · 1984 · Damos, Diane L. · indexed
  1451. Fatigue and Distracted Driving Recognition Method Based on Multimodal Information Fusion ↗ · 2025 · Guan, Deyong et al. · indexed
  1452. On or Off Topic: Secondary Task Relevance, Visual Input, and the Vigilance Decrement ↗ · 2023 · Schwartz, Brendan et al. · indexed
  1453. Increased visual and cognitive demands emphasize the importance of meeting visual needs at all distances while driving · 2020 · Patoine, Amigale et al. · archived
  1454. Cardiac Measures of Driver Workload during Simulated Driving with and without Visual Occlusion ↗ · 2003 · Backs, Richard W et al. · indexed
  1455. Look ahead: understanding cognitive anticipatory processes based on situational characteristics in dynamic traffic situations ↗ · 2020 · Mühl, Kristin et al. · indexed
  1456. Association between higher-order driving instruction and risky driving behaviours: Exploring the mediating effects of a self-regulated safety orientation ↗ · 2019 · Watson-Brown, Natalie et al. · indexed
  1457. A Preliminary Assessment of Perceived and Objectively Scaled Workload of a Voice-Based Driver Interface ↗ · 2013 · Reimer, Bryan et al. · indexed
  1458. Experiment Design for Measuring Driver Reaction Time in Driving Situation ↗ · 2013 · Zhang, Zhong et al. · indexed
  1459. Mental Workload Modeling in an Integrated Cognitive Architecture ↗ · 2011 · Cao, Shi et al. · indexed
  1460. Beside and Behind the Wheel: Factors that Influence Driving Stress and Driving Behavior ↗ · 2021 · Magaña, Víctor Corcoba et al. · indexed
  1461. Predicting Driver Fatigue in Monotonous Automated Driving with Explanation using GPBoost and SHAP ↗ · 2021 · Zhou, Feng et al. · indexed
  1462. The restless mind while driving: drivers’ thoughts behind the wheel ↗ · 2015 · Berthié, Gaëlle et al. · indexed
  1463. Experimental Evaluations of a Model of Mental Workload ↗ · 1989 · Hancock, P. A. et al. · indexed
  1464. Impact of non-driving related tasks while operating automated driving systems (ADS): A systematic review ↗ · 2023 · Pradhan, Anuj K. · indexed
  1465. The Driving Safety Field Based on Driver–Vehicle–Road Interactions ↗ · 2015 · Wang, Jianqiang et al. · indexed
  1466. Sources of Secondary Task Interference with Driving: Executive Processes or Verbal and Visuo-spatial Rehearsal Processes? ↗ · 2008 · Morris, Nichole et al. · indexed
  1467. Exploring the Behaviour Change Wheel and the Theoretical Domains Framework in interventions for mobile phone driver distraction: A scoping review ↗ · 2024 · Demir, Basar et al. · indexed
  1468. Towards online detection of driver distraction: Eye-movement simulation based on a combination of vestibulo–ocular reflex and optokinetic reflex models ↗ · 2019 · Le, Anh Son et al. · indexed
  1469. The Improvement of Road Driving Safety Guided by Visual Inattentional Blindness ↗ · 2022 · Xu, Jiawei et al. · indexed
  1470. The distracted mind on the wheel: Overall propensity to mind wandering is associated with road crash responsibility · 2017 · Cédric Gil‐Jardine et al. · archived
  1471. Measuring linguistically-induced cognitive load during driving using the ConTRe task ↗ · 2013 · Demberg, Vera et al. · indexed
  1472. Alcohol impairs driver attention and prevents compensatory strategies · 2023 · Ahlstrom, Christer · archived
  1473. Multimodal interface and reliability displays: Effect on attention, mode awareness, and trust in partially automated vehicles · 2023 · Monsaingeon, Noé et al. · archived
  1474. The Effect of Effort on the Allocation of Visual Attention During the Induction of General Anesthesia: A SEEV Model Analysis ↗ · 2020 · Grundgeiger, Tobias et al. · indexed
  1475. NAMIDA: How to reduce the cognitive workload of driver ↗ · 2016 · Karatas, Nihan et al. · indexed
  1476. Workload overload modeling ↗ · 2014 · Gutzwiller, Robert S. et al. · indexed
  1477. Catastrophe Models for Cognitive Workload and Fatigue in a Vigilance Dual Task ↗ · 2013 · Guastello, Stephen J. et al. · indexed
  1478. Reoccurring LISREL patterns describing Mental Workload, Situation Awareness and Performance ↗ · 2004 · Nählinder, Staffan et al. · indexed
  1479. Evaluating Driver Response to a Sudden Emergency: Issues of Expectancy, Emotional Arousal and Uncertainty ↗ · 2002 · Dilich, Michael A. et al. · indexed
  1480. Effects of In-Vehicle Distracter Complexity on Driving and Emergency Response Performance · 2002 · Manser, Michael P. et al. · archived
  1481. Quantifying truck crash risk under the combined effects of multi-type aberrant driving behaviors: Two probabilistic approaches ↗ · 2025 · Baikejuli, Muladi et al. · indexed
  1482. Electroencephalography Sample Entropy of Driver Passive Fatigue Threshold in Automated Driving · 2021 · Zhang, Yijing et al. · archived
  1483. The Impact of Adaptive Cruise Control on the Drivers’ Workload and Attention ↗ · 2024 · Lantieri, Claudio et al. · indexed
  1484. Advanced driver assistance systems: Using multimodal redundant warnings to enhance road safety ↗ · 2017 · Biondi, FN et al. · indexed
  1485. Characterizing visual attention during driving and non-driving hazard perception tasks in a simulated environment ↗ · 2014 · Mackenzie, Andrew K. et al. · indexed
  1486. Visual context capture and analysis for driver attention monitoring ↗ · 2005 · McCall, J.C. et al. · indexed
  1487. Road user behaviour, theory and research ↗ · 1988 · Rothengatter, Talib et al. · indexed
  1488. The Effects of ‘Stress Fatigue’ on Performance in a Simulated Driving Situation ↗ · 1970 · HEIMSTRA, N. W. · indexed
  1489. The Impact of Autonomous Driving Takeover Assistance Information Design on Driver Takeover Performance and Situational Awareness · 2024 · Xie, Lintong et al. · archived
  1490. An on-road assessment of cognitive distraction: Impacts on drivers’ visual behavior and braking performance ↗ · 2006 · Harbluk, Joanne L. et al. · indexed
  1491. Development and Proof of Concept of a Predictive Model of Flight Deck Cognitive Workload ↗ · 2024 · Harris, Don et al. · indexed
  1492. On-to-off-path gaze shift cancellations lead to gaze concentration in cognitively loaded car drivers: A simulator study exploring gaze patterns in relation to a cognitive task and the traffic environment ↗ · 2020 · Nilsson, Emma J. et al. · indexed
  1493. Modeling the decision-making in human driver overtaking · 2020 · Stefansson, Elis et al. · archived
  1494. Driving context influences drivers' decision to engage in visual–manual phone tasks: Evidence from a naturalistic driving study ↗ · 2015 · Tivesten, Emma et al. · indexed
  1495. Cognitive load while driving impairs memory of moving but not stationary elements within the environment. ↗ · 2014 · Blalock, Lisa Durrance et al. · indexed
  1496. The Vigilance Decrement Reflects Limitations in Effortful Attention, Not Mindlessness ↗ · 2003 · Grier, Rebecca A. et al. · indexed
  1497. Exploring the associations of demographics and scale measures with cognitive driving behavior among older drivers in China ↗ · 2024 · Chen, Bingshuo et al. · indexed
  1498. Exploring driving anger-caused impairment of takeover performance among professional taxi drivers · 2024 · Pan, Hengyan et al. · archived
  1499. Need Safer Taxi Drivers? Use Psychological Characteristics to Find or Train! ↗ · 2020 · Aghabayk, Kayvan et al. · indexed
  1500. Evaluation, test and research on driver's multi-task mental load characteristics for road traffic safety ↗ · 2016 · Wen, Huiying et al. · indexed
  1501. Talking on the Phone While Driving: A Literature Review on Driving Simulator Studies ↗ · 2022 · Boboc, Răzvan Gabriel et al. · indexed
  1502. Enhancing situational awareness in highly automated vehicles through driver monitoring ↗ · 2019 · Kashef, Omeed et al. · indexed
  1503. Driver Action Recognition Based on Attention Mechanism ↗ · 2019 · Wang, Wenhao et al. · indexed
  1504. Situation Awareness, Scenarios, and Secondary Tasks: Measuring Driver Performance and Safety Margins in Highly Automated Vehicles ↗ · 2016 · Gibson, Madeleine et al. · indexed
  1505. Characterizing the Effect of Mind Wandering on Braking Dynamics in Partially Autonomous Vehicles ↗ · 2024 · Sridhar, Harini et al. · indexed
  1506. Humans and intelligent vehicles : the hope, the help, and the harm. · 2016 · Fisher, Donald L. et al. · archived
  1507. Effort in Human Factors Performance and Decision Making ↗ · 2014 · Wickens, Christopher D. · indexed
  1508. An Expansive Survey, in Clear and Vivid Form: Proctor and Vu's (2023) <i>Attention</i> ↗ · 2023 · McCarley, Jason S. et al. · indexed
  1509. The Human Being as a Driver ↗ · 2021 · Bubb, Heiner et al. · indexed
  1510. Judgment Model of Driving Tendency Based on Driving Behavior ↗ · 2013 · Tan, Derong et al. · indexed
  1511. Analysis of Subjective Sleepiness Considering the Influences of Driving Workload, Duration between Stations, and Driving Duration in Railway Driving · 2025 · Suzuki, Daisuke et al. · archived
  1512. Predicting Driver Fatigue in Automated Driving with Explainability · 2021 · Zhou, Feng et al. · archived
  1513. The Driver Experience Under Extreme Lane Change Conditions ↗ · 2018 · Pauwelussen, Joop · indexed
  1514. Modeling driver behavior during complex maneuvers ↗ · 2013 · Lin, Theresa et al. · indexed
  1515. The effects of age and workload on 3D spatial attention in dual-task driving ↗ · 2014 · Pierce, Russell S. et al. · indexed
  1516. The interaction between driver mental and physical conditions and errors causing traffic accidents: An analytical approach ↗ · 1978 · Shinar, David et al. · indexed
  1517. Measurement of Driver’s Mental Workload in Partial Autonomous Driving ↗ · 2019 · Chen, Weiya et al. · indexed
  1518. Intelligent route guidance: will the new horse be as good as the old? ↗ · 2003 · Noy, Y. Ian · indexed
  1519. Self-Report Arousal and Divided Attention: A Study of Performance Operating Characteristics ↗ · 1991 · Matthews, Gerald et al. · indexed
  1520. 3D Risk Assessment Model of Non-driving-related Tasks in Level 3 Automated Driving ↗ · 2026 · Horáková, Miroslava et al. · indexed
  1521. Meta-Analysis on the Impact of Different Channel Loads on Takeover Performance in Autonomous Driving under Non-Driving Tasks ↗ · 2024 · Yao, Mingxi et al. · indexed
  1522. Driver Distraction and Inattention and their Role in Crashes and Safety-Critical Events ↗ · 2017 · Gordon, Craig P. et al. · indexed
  1523. Prédiction du comportement des opérateurs humains, le cas des déviations volontaires. Application à la conduite automobile ↗ · 2009 · Pollet, Philippe et al. · indexed
  1524. Human error models as predictors of accident scenarios for designers in road transport systems ↗ · 1990 · HALE, A. R. et al. · indexed
  1525. Traffic-rule Switching Impairs Hazard Perception and Avoidance, But Collision Warnings Partly Compensate: Evidence from Driving Simulation and Eye Tracking ↗ · 2026 · Fu, Lixin et al. · indexed
  1526. Driver Behaviour and Accident Research Methodology · 2017 · WÅhlberg, Anders AF · archived
  1527. Shut up I'm Driving! Is Talking to an Inconsiderate Passenger the Same as Talking on a Mobile Telephone? ↗ · 2005 · Merat, Natasha et al. · indexed
  1528. Workshop to Identify Training Requirements Designed to Reduce Young Driver Risk Taking and Improve Decision Making Skills · 1993 · Young, Katherine · archived
  1529. An investigation of driver distraction near the tipping point of traffic flow stability · 2009 · Cooper, JM et al. · archived
  1530. How distracting is chronic pain? The impact of chronic pain on driving behaviour and hazard perception ↗ · 2022 · Vaezipour, Atiyeh et al. · indexed
  1531. Analysis and synthesis of driving behavior based on mode segmentation ↗ · 2008 · Toshikazu Akita et al. · indexed
  1532. Behavioral Adaptation, Safety, and Intelligent Transportation Systems ↗ · 2000 · Smiley, Alison · indexed
  1533. Classification of Driver Distraction Risk Levels: Based on Driver’s Gaze and Secondary Driving Tasks ↗ · 2022 · Zheng, Lili et al. · indexed
  1534. Do drivers self-regulate their engagement in secondary tasks at intersections? An examination based on naturalistic driving data ↗ · 2020 · Ismaeel, Rashed et al. · indexed
  1535. Situation Awareness Is Adaptive, Externally Directed Consciousness ↗ · 1995 · Smith, Kip et al. · indexed
  1536. Adaptive Bounded-Rationality Modeling of Early-Stage Takeover in Shared-Control Driving ↗ · 2026 · Sun, Jian et al. · indexed
  1537. Mind wandering and driving: responsibility case-control study · 2012 · Galera, C. et al. · archived
  1538. Time perception as a workload measure in simulated car driving ↗ · 2009 · Baldauf, Daniel et al. · indexed
  1539. When is Learning “Effortful”? Scrutinizing the Concept of Mental Effort in Cognitively Oriented Research from a Motivational Perspective ↗ · 2024 · Grund, Axel et al. · indexed
  1540. Trade-off between jerk and time headway as an indicator of driving style. · 2017 · Itkonen, Teemu H et al. · archived
  1541. Attitudinal Determinants of Aberrant Driving Behaviors in Pakistan · 2016 · Batool, Zahara et al. · archived
  1542. The Impact of Dual-Task on Lateral Performance: A Simulation-Based Study of Driving Distraction when Approaching Risky Situations ↗ · 2011 · Zhang, Hui et al. · indexed
  1543. Using fuzzy signal detection theory to determine why experienced and trained drivers respond faster than novices in a hazard perception test ↗ · 2007 · Wallis, Thomas S.A. et al. · indexed
  1544. Estimating the Workload of Driving Using Video Clips as Anchors ↗ · 2022 · Green, Paul · indexed
  1545. Modeling driver behavior in interactions with other road users ↗ · 2020 · Thalya, Prateek et al. · indexed
  1546. Driving Behavior during Function Limits of Driver Support Systems (Effects of Comprehension Level for Low-Speed Following System on Driving Behavior) ↗ · 2005 · MARUMO, Yoshitaka et al. · indexed
  1547. Familiarity and Complexity during a Takeover in Highly Automated Driving · 2021 · Scharfe-Scherf, Marlene Susanne Lisa et al. · archived
  1548. Identifying Modes of Intent from Driver Behaviors in Dynamic Environments · 2015 · Driggs-Campbell, Katherine et al. · archived
  1549. The Silent Contributors: A Qualitative Study to Bridge the Gap between Driver Behavior and Systemic Issues Interactions to Crashes ↗ · 2024 · Mortazavi, Seyed Meysam et al. · indexed
  1550. Driver Attention Prediction based on Multi-ScaleFeature Fusion ↗ · 2024 · Yu, Chengbin et al. · indexed
  1551. Developing an Improved ACT-R Model for Pilot Situation Awareness Measurement ↗ · 2021 · Chen, Hao et al. · indexed
  1552. On the Effects of Listening and Talking to Humans and Devices on Driving ↗ · 2015 · Caird, Jeff K. · indexed
  1553. Effect of Active and Passive Fatigue on Performance Using a Driving Simulator ↗ · 2008 · Saxby, Dyani et al. · indexed
  1554. Dynamic Real-Time Prediction of Drivers’ Risk Perception Using Deep Learning and Driving Simulator Data ↗ · 2026 · Masud, Saumik Sakib Bin et al. · indexed
  1555. A motivational driver model for the design of a rear-end crash avoidance system ↗ · 2019 · Mozaffari, Hamed et al. · indexed
  1556. Driver Control Practices: The Voice of the Driver ↗ · 2018 · Mello, John E. et al. · indexed
  1557. Impact elements of roadway traffic on drivers' mental workload at the highway intersections ↗ · 2016 · Liu, M. et al. · indexed
  1558. A UK survey of driving behaviour, fatigue, risk taking and road traffic accidents ↗ · 2016 · Smith, Andrew P · indexed
  1559. Effects of Driver Fatigue Monitoring – An Expert Survey · 2007 · Karrer, Katja et al. · archived
  1560. Research of Driver Emotion Model under Simplified Traffic Condition ↗ · 2011 · XIE, Lun et al. · indexed
  1561. Hybrid Intelligent System for Driver Workload Estimation for tailored vehicle-driver communication and interaction ↗ · 2010 · Prakah-Asante, Kwaku et al. · indexed
  1562. Driver Fatigue: Is Something Missing? ↗ · 2003 · Brill, J Christopher et al. · indexed
  1563. Effects of Viewpoint Presentation Methods on Driving Workload in Vehicle Teleoperation Systems · 2026 · Fukuzawa, Taiga et al. · archived
  1564. Physiological and Behavioral Changes of Passive Fatigue on Drivers during On-Road Driving ↗ · 2023 · He, Jibo et al. · indexed
  1565. Coupling neuroscience and driving simulation: A systematic review of studies on crash-risk behaviors in young drivers ↗ · 2020 · Banz, Barbara C. et al. · indexed
  1566. Examining the Effects of Emotional Valence and Arousal on Takeover Performance in Conditionally Automated Driving · 2020 · Zhou, Feng et al. · archived
  1567. Validation of the Attention-Related Driving Errors Scale (ARDES) in an English-Speaking Sample ↗ · 2016 · Barragán, Daniela et al. · indexed
  1568. Measuring Individual Differences in Driver Inattention ↗ · 2014 · Ledesma, Rubén Daniel et al. · indexed
  1569. Effects of Practice on Interference from an Auditory Task While Driving: A Simulation Study · 2004 · Shinar, David et al. · archived
  1570. The development of cognitive workload management framework based on neuronal dynamics principle to maintain train driver’s health and railway safety ↗ · 2023 · Sugiono, Sugiono et al. · indexed
  1571. Gaze Strategies in Driving–An Ecological Approach ↗ · 2022 · Lappi, Otto · indexed
  1572. Sustained attention failures are primarily due to sustained cognitive load not task monotony ↗ · 2014 · Head, James et al. · indexed
  1573. Empirics of Multianticipative Car-Following Behavior ↗ · 2006 · Hoogendoorn, Serge et al. · indexed
  1574. Functional Visual Field Reduction Under Conditions of High Cognitive Load - Evidence from the Hazard Perception Test ↗ · 2024 · Ouzia, Julia et al. · indexed
  1575. The effect of situation awareness on driving performance in young sleep-deprived drivers ↗ · 2021 · Wijayanto, Titis et al. · indexed
  1576. Working Conditions, Job Strain, and Traffic Safety among Three Groups of Public Transport Drivers · 2018 · Useche, Sergio A. et al. · archived
  1577. Mental workload prediction model based on information entropy ↗ · 2016 · Li, Xiang et al. · indexed
  1578. Measuring driving styles · 2015 · van Huysduynen, Hanneke Hooft et al. · archived
  1579. Individual Differences in Driver Inattention: The Attention-Related Driving Errors Scale ↗ · 2010 · Ledesma, Rubén D. et al. · indexed
  1580. The Role of Simulation in a Staged Learning Model for Novice Driver Situational Awareness Training ↗ · 2001 · Staplin, Loren et al. · indexed
  1581. Modelling communication-enabled traffic interactions · 2023 · Siebinga, Olger et al. · archived
  1582. The influence of the revised reinforcement sensitivity theory on risk perception and intentions to speed in young male and female drivers · 2019 · Logan, Emily et al. · archived
  1583. The effects of voice system design components on driver workload ↗ · 2018 · Getty, D et al. · indexed
  1584. Workload in Train Driving Job: Affecting Factors and Improvement Recommendations ↗ · 2017 · Hassanzadeh-Rangi, Narmin et al. · indexed
  1585. Roadside advertising and the distraction of driver’s attention · 2017 · Adam, Tarnowski et al. · archived
  1586. Capacity Theory as a Model of Cortical Behavior ↗ · 2000 · Handy, Todd C. · indexed
  1587. Exploring rear-end roadway crashes from the driver&#039;s perspective · 1998 · Kostyniuk, Lina P. et al. · archived
  1588. Task Engagement and Attentional Resources ↗ · 2017 · Matthews, Gerald et al. · indexed
  1589. Getting start with UTDrive: driver-behavior modeling and assessment of distraction for in-vehicle speech systems ↗ · 2007 · Angkititrakul, Pongtep et al. · indexed
  1590. Cognitive simulation of driver and cooperative driving assistance ↗ · 2003 · Mayenobe, P. et al. · indexed
  1591. Long-term is no term: A systematic review of learning effects and the understanding of “long-term” in the context of driver-vehicle interaction ↗ · 2025 · Nkusi, Elena Malaika et al. · indexed
  1592. Mental workload classification using EEG in drivers: A personalized approach to occupational risk reduction ↗ · 2026 · Atici-Ulusu, Hilal et al. · indexed
  1593. Investigating the Influence of Working Memory Processes on the Box Task combined with a Detection Response Task · 2022 · Trommler, Daniel et al. · archived
  1594. SUBJECTIVE AND INDIRECT METHODS TO OBSERVE DRIVER’S DROWSINESS AND ALERTNESS: AN OVERVIEW ↗ · 2016 · K., NOR KAMALIANA et al. · indexed
  1595. Multi-scale driving behavior modeling using hierarchical PWARX model ↗ · 2010 · Terada, Ryota et al. · indexed
  1596. Central Interference in Driving · 2006 · Levy, Jonathan et al. · archived
  1597. Human factors of in-vehicle driver information systems : an executive summary · 1997 · Green, P. · archived
  1598. Subjective Workload and Individual Differences in Information Processing Abilities ↗ · 1984 · Damos, Diane L. · indexed
  1599. Context-Aware Driver Attention Estimation Using Multi-Hierarchy Saliency Fusion With Gaze Tracking ↗ · 2024 · Hu, Zhongxu et al. · indexed
  1600. Predicting the EEG Level of a Driver Based on Driving Information ↗ · 2019 · Kim, Hyun Suk et al. · indexed
  1601. Drowsiness estimation from identified driver model ↗ · 2015 · Tokutake, Hiroshi · indexed
  1602. A Cross-Cultural Comparison of Younger and Older Adults' Simulated Highway Driving Performance Under Single and Dual Task Conditions · 2009 · Reimer, Bryan et al. · archived
  1603. Towards a complete human driver model: the effect of vision on driving performance ↗ · 2006 · Barton, J.E. et al. · indexed
  1604. Effects of Native and Secondary Language Processing on Emotional Drivers’ Situation Awareness, Driving Performance, and Subjective Perception ↗ · 2021 · Muhundan, Sushmethaa et al. · indexed
  1605. Driving Simulator Training Is Associated with Reduced Inhibitory Workload in Older Drivers ↗ · 2016 · Casutt, Gianclaudio et al. · indexed
  1606. Effects of human-machine interaction mechanisms on situation awareness in partly automated driving ↗ · 2013 · Wulf, Felix et al. · indexed
  1607. Turning gap acceptance decision-making: the impact of driver distraction ↗ · 2002 · Cooper, Peter J. et al. · indexed
  1608. Considering Human Factors in Risk Maps for Robust and Foresighted Driver Warning ↗ · 2023 · Puphal, Tim et al. · indexed
  1609. The relationship between self-reported ability emotional intelligence and risky driving behaviour: Consequences for accident and traffic ticket rate · 2022 · Megías-Robles, Alberto et al. · archived
  1610. Examining the impact of ASE (automated speed enforcement) in work zones on driver attention : final report. · 2016 · Morris, Nichole et al. · archived
  1611. RESEARCH ON OLDER DRIVERS: A REVIEW ↗ · 1996 · Li, Fuzhong · indexed
  1612. Combining Driving Automation Intent and Hazard Information with an Attention Reminder System: Is More Information Always Better? ↗ · 2025 · Kanaan, Dina et al. · indexed
  1613. Driver Attribute Classification Method Based on Driving Behavior ↗ · 2023 · Yamanaka, Kimihiro · indexed
  1614. Risk and the recognition of driving situations ↗ · 2004 · Chapman, Peter et al. · indexed
  1615. Learning to Take Risks: Risk-Taking by Young Male Drivers in the ACT 1 ↗ · 2004 · Styles, T et al. · indexed
  1616. ON A NEW DRIVER MODEL WITH FUZZY CONTROL ↗ · 1992 · Kageyama, I. et al. · indexed
  1617. Effects of Cognitive Distraction on Lane-keeping ↗ · 2011 · He, Jibo et al. · indexed
  1618. Let's put a person back into Cyber-Physical-Social research: Public Mental Models Framework ↗ · 2025 · Teichmann, Mare et al. · indexed
  1619. Investigating the Impact of Guidance System at Intersections on Driver Situation Awareness ↗ · 2023 · Liao, Ying et al. · indexed
  1620. Mitigating the effects of in-vehicle distractions through use of the Psychological Refractory Period paradigm ↗ · 2013 · Hibberd, Daryl L. et al. · indexed
  1621. The effect of time on task, sleep deprivation, and time of day on simulated driving performance ↗ · 2022 · Marando, Isabella et al. · indexed
  1622. Effects of unreliable automation and takeover time budget on young drivers’ mental workload ↗ · 2021 · Shahini, Farzaneh et al. · indexed
  1623. Incorporation of Driver Distraction in Car-following model based on Driver's Eye Glance Behavior ↗ · 2018 · Kim, Yeeun et al. · indexed
  1624. The Underpinnings of Workload in Unmanned Vehicle Systems · 2017 · Hooey, Becky L. et al. · archived
  1625. Action Units and Their Cross-Correlations for Prediction of Cognitive Load during Driving ↗ · 2017 · Yuce, Anil et al. · indexed
  1626. The role of workload and driver coping styles in predicting bus drivers’ need for recovery, positive and negative affect, and physical symptoms ↗ · 2008 · Machin, M. Anthony et al. · indexed
  1627. Making driver modeling attractive ↗ · 2005 · Pellecchia, A. et al. · indexed
  1628. Driver adaptation to lane keeping assistance systems: Do drivers become less vigilant? ↗ · 2017 · Miller, Erika E. et al. · indexed
  1629. Driving impairs talking · 2010 · Becic, Ensar et al. · archived
  1630. Framework for development of driver adaptive warning and assistance systems that will be triggered by a driver inattention monitor ↗ · 2009 · Aytekin, Burcu et al. · indexed
  1631. MFCA-Net: A Multimodal Fusion Framework with Collaborative Attention for Driver Behavior Recognition ↗ · 2026 · Li, Mingyang et al. · indexed
  1632. How visual information influences dual-task driving and tracking · 2020 · Broeker, Laura et al. · archived
  1633. Driving on Rough Surface Requires Care and Attention · 2017 · Kawamura, Akira et al. · archived
  1634. What happens when drivers face hazards on the road? ↗ · 2016 · Ventsislavova, Petya et al. · indexed
  1635. Defining Driver Distraction ↗ · 2005 · Pettitt, Michael et al. · indexed
  1636. Mental Models, Mental Workload, and Instrument Scanning in Flight ↗ · 1990 · Hameluck, Donald E. · indexed
  1637. The Effects of Cognitive and Visual Workload on Peripheral Detection in the Detection Response Task ↗ · 2018 · van Winsum, Wim · indexed
  1638. Assessing the Driver’s Current Level of Working Memory Load with High Density Functional Near-infrared Spectroscopy: A Realistic Driving Simulator Study · 2017 · Unni, Anirudh et al. · archived
  1639. Bedienermodellgestützte Bewertung des Ablenkungspotentials von Komfortsystemen im KFZ in frühen Phasen der Systementwicklung (Model Based Assessment of Driver Distraction by In-Vehicle Information Systems in Early Phases of System Development) ↗ · 2007 · Urbas, Leon et al. · indexed
  1640. Modeling Driver-Initiated Intervention in Automated Driving: A Dual-Stage Progressive Intention-to-Action Prediction Framework ↗ · 2026 · Tang, Tianxiang et al. · indexed
  1641. Driving Behavior and Work Stress as Predictors of Road Traffic Accidents in Borno State, Nigeria ↗ · 2023 · Ebiai, Augustine Ejirogene et al. · indexed
  1642. Assessing the utility of TAM, TPB, and UTAUT for advanced driver assistance systems ↗ · 2017 · Rahman, Md Mahmudur et al. · indexed
  1643. Drivers’ ability to learn eco-driving skills; effects on fuel efficient and safe driving behaviour · 2015 · Jamson, Samantha L. et al. · archived
  1644. Modeling and Recognition of Driving Behavior Based on Stochastic Switched ARX Model ↗ · 2007 · Sekizawa, S. et al. · indexed
  1645. Identifying and Remedying Failures of Selective Attention in Younger Drivers ↗ · 2006 · Pollatsek, Alexander et al. · indexed
  1646. The Impact of Partial Automation and Cognitive Load on Drivers’ Visual Search Strategies in an Urban Driving Environment ↗ · 2026 · Qin, Hao et al. · indexed
  1647. How Do Drivers Perceive Risks During Automated Driving Scenarios? An fNIRS Neuroimaging Study · 2023 · Perello-March, Jaume et al. · archived
  1648. A Study on the Driver-Vehicle Interaction System in Autonomous Vehicles Considering Driver’s Attention Status ↗ · 2022 · Song, Yein et al. · indexed
  1649. Driver and Pilot Identification and Model Parameter Estimation; Modelling the Visual, Vestibular, and Neuromuscular Control Loops Describing Driver and Pilot Behaviour ↗ · 2012 · Abbink, David A. · indexed
  1650. Control and Automatic Processing During Tasks Requiring Sustained Attention: A New Approach to Vigilance ↗ · 1981 · Fisk, Arthur D. et al. · indexed
  1651. The Influence of Repeated Hazard Exposure on Driving Behavior in a Longitudinal Driving Simulator Study ↗ · 2026 · Rundus, Christopher R. M. et al. · indexed
  1652. Differential Impact of Working Memory and Inhibitory Control on Distracted Driving Performance among Experienced and Inexperienced Drivers ↗ · 2024 · Tao, Shengqin et al. · indexed
  1653. An angry driver is not the same as a fearful driver ↗ · 2011 · Jeon, Myounghoon et al. · indexed
  1654. Analysis and detection of cognitive load and frustration in drivers' speech ↗ · 2010 · Bořil, Hynek et al. · indexed
  1655. The Spatial Extent of Attention During Driving ↗ · 2005 · Anderson, George J et al. · indexed
  1656. Variation in drivers' cognitive load. Effects of driving through village areas and rural junctions · 1991 · Harms, Lisbeth · archived
  1657. Pilots’ mental workload variation when taking a risk in a flight scenario: a study based on flight simulator experiments ↗ · 2022 · Wang, Lei et al. · indexed
  1658. Attention and driving performance modulations due to anger state: Contribution of electroencephalographic data ↗ · 2017 · Techer, Franck et al. · indexed
  1659. Analyse von Fahrer- und Pilotenfehlern mit integrierten Mensch-Maschine-Umgebung Modellen (Analysis of Driver and Pilot Errors Using Integrated Man-Machine-Environment Models) ↗ · 2008 · Lüdtke, Andreas · indexed
  1660. Influence of Information about Minimal Risk Maneuvers on Driver Behavior during Conditional Driving Automation ↗ · 2022 · Ichinose, Yusaku et al. · indexed
  1661. Embodied Cognitive Architecture to Support Driver Performance ↗ · 2018 · Artifice, Andreia et al. · indexed
  1662. From Distraction to Action: Elevating Situation Awareness with Visual Assistance in Level 3 Autonomous Driving ↗ · 2024 · Zhu, Yancong et al. · indexed
  1663. The Effect of External Distractions on Novice and Experienced Drivers' Anticipation of Hazards and Vehicle Control · 2023 · Divekar, Gautam · archived
  1664. Do mental workload and presence experienced when driving a real car predispose drivers to simulator sickness? An exploratory study ↗ · 2015 · Milleville-Pennel, Isabelle et al. · indexed
  1665. Explicit and implicit processes in behavioural adaptation to road width ↗ · 2006 · Lewis-Evans, Ben et al. · indexed
  1666. Dimensions of aberrant driver behaviour ↗ · 1998 · ABERG, LARS et al. · indexed
  1667. Situation Awareness: Proceed with Caution ↗ · 1995 · Flach, John M. · indexed
  1668. Modeling Drivers' Situational Awareness from Eye Gaze for Driving Assistance · 2024 · Biswas, Abhijat et al. · archived
  1669. Attentional Control in Young Drivers: Does Training Impact Hazard Anticipation in Dynamic Environments? ↗ · 2020 · Yahoodik, Sarah et al. · indexed
  1670. Fully-Automated Driving: The Road to Future Vehicles ↗ · 2011 · Jamson, Hamish et al. · indexed
  1671. Telephone conversation impairs sustained visual attention via a central bottleneck ↗ · 2008 · Kunar, Melina A. et al. · indexed
  1672. Identification of human driver models in car following ↗ · 1974 · Burnham, G. et al. · indexed
  1673. Comparative Analysis of Deep Learning Architectures for Real-Time Driver Distraction Classification: Spatial, Temporal, and Attention-Based Approaches ↗ · 2026 · Seong, Younho et al. · indexed
  1674. Multimodal EEG and Eye-Tracking Assessment of Perceived Mental Workload and Situation Awareness in a Visual Display Terminal Simulation Task ↗ · 2026 · Xiao, Mingchong et al. · indexed
  1675. Mediating role of fatigue driving in the influence of job demand and insecurity on safety incidents among bus drivers · 2025 · Amoadu, Mustapha et al. · archived
  1676. Workload-Induced Variations in Visual Attention Ability during Simulated Flight Tasks: Evidence from Eye-Tracking ↗ · 2025 · Qian, Chunying et al. · indexed
  1677. Detecting Driver Behavior Using Stacked Long Short Term Memory Network With Attention Layer ↗ · 2021 · Monjezi Kouchak, Shokoufeh et al. · indexed
  1678. The effects of mobile telephoning on driving performance · 1991 · Brookhuis, Karel et al. · archived
  1679. Individual Differences in Information-Processing Ability as a Predictor of Motor Vehicle Accidents ↗ · 1985 · Avolio, Bruce J. et al. · indexed
  1680. Examining the Relationships between Multimodal Environments and Multitasking Driving Behaviors ↗ · 2022 · Zou, Tianqi et al. · indexed
  1681. Driver attention level estimation using driver model identification ↗ · 2019 · Nishigaki, Morimichi et al. · indexed
  1682. Using Situation Awareness as a Measure of Driver Hazard Perception Ability ↗ · 2017 · Katrahmani, Atefeh et al. · indexed
  1683. Drivers anticipate lead-vehicle conflicts during automated longitudinal control: Sensory cues capture driver attention and promote appropriate and timely responses ↗ · 2016 · Morando, Alberto et al. · indexed
  1684. The role of looming and attention capture in drivers’ braking responses ↗ · 2008 · Terry, Hugh R. et al. · indexed
  1685. Attention Theory and Training Research ↗ · 1987 · Connelly, James G. et al. · indexed
  1686. Effect of Visual Distraction on Driving Performance: Driving Simulator Experiment ↗ · 2023 · Rao, A. Nageswara et al. · indexed
  1687. Guidance to Promote Family Rules and Workplace Policies to Reduce Cell Phone Use While Driving and Promote Engaged Driving · 2021 · Otto, Jay et al. · archived
  1688. Towards Interactive Driver Assistance System to Realize a Safe and an Efficient Driving ↗ · 2015 · Wang, Jiao et al. · indexed
  1689. The Effects of Momentary Visual Disruption on Hazard Anticipation and Awareness in Driving ↗ · 2014 · Borowsky, Avinoam et al. · indexed
  1690. Evaluation of the workload and drowsiness during car driving by using high resolution EEG activity and neurophysiologic indices ↗ · 2014 · Maglione, A. et al. · indexed
  1691. What to Automate ↗ · 2013 · Taylor, Grant S. et al. · indexed
  1692. Simulator Study of Effects of Alternative Distraction Mitigation Strategies in Driver Workload Manager ↗ · 2011 · Tijerina, Louis et al. · indexed
  1693. On the forces of driver distraction: Explainable predictions for the visual demand of in-vehicle touchscreen interactions ↗ · 2023 · Ebel, Patrick et al. · indexed
  1694. Human–Vehicle Cooperation in Automated Driving: A Multidisciplinary Review and Appraisal ↗ · 2019 · Biondi, Francesco et al. · indexed
  1695. Hysteresis in Mental Workload and Task Performance ↗ · 2016 · Jansen, Reinier J. et al. · indexed
  1696. Advanced driver assistance systems: Using multimodal redundant warnings to enhance road safety · 2016 · Strayer, David L. et al. · archived
  1697. Driving Hazard Perception Components: A Systematic Review and Meta-Analysis. · 2023 · Habibzadeh, Yasaman et al. · archived
  1698. Model-based development of a mental workload-sensitivity index for subject clustering ↗ · 2020 · Fürstenau, Norbert et al. · indexed
  1699. Predicting personal injury crash risk through working conditions, job strain, and risky driving behaviors among taxi drivers ↗ · 2018 · Ba, Xingqiang et al. · indexed
  1700. Systematic Observation of an Expert Driver's Gaze Strategy—An On-Road Case Study ↗ · 2017 · Lappi, Otto et al. · indexed
  1701. Fatigue States are Multidimensional: Evidence from Studies of Simulated Driving ↗ · 2007 · Saxby, Dyani et al. · indexed
  1702. Automating the Driver's Control Tasks ↗ · 2001 · Stanton, Neville A. et al. · indexed
  1703. Systematic Review of Research on Driver Distraction in the Context of Advanced Driver Assistance Systems ↗ · 2021 · Pradhan, Anuj K. · indexed
  1704. Conceptualization of Human Factors in Automated Driving by Work Domain Analysis ↗ · 2020 · Zhang, You et al. · indexed
  1705. A study predicting crashes among a sample of fleet drivers ↗ · 2006 · Davey, Jeremy D. et al. · indexed
  1706. Occlusion as a measure for visual workload: an overview of TNO occlusion research in car driving ↗ · 2004 · van der Horst, Richard · indexed
  1707. Inattentional Blindness While Driving ↗ · 2003 · Wood, Chip et al. · indexed
  1708. Associations between taxi drivers aggressive driving behavior and sleep, cognitive function, and depression · 2024 · Ok, Jong Sun et al. · archived
  1709. Cognitive load mitigates the executive but not the arousal vigilance decrement ↗ · 2022 · Luna, Fernando G. et al. · indexed
  1710. What Is Going on? Situation Awareness on the Road ↗ · 2018 · Salmon, Paul M. et al. · indexed
  1711. Age related changes in cognitive response style in the driving task. · 2009 · Reimer, Bryan · archived
  1712. Calibrated to drive: Measuring self-assessed driving ability and perceived workload after prolonged sitting and sleep restriction ↗ · 2024 · Tuckwell, Georgia A. et al. · indexed
  1713. Models of human decision-making as tools for estimating and optimising impacts of vehicle automation · 2017 · Markkula, Gustav et al. · archived
  1714. Integrating extreme value theory and the task-capability interface model to estimate crash risk with driver-specific heterogeneity in connected environment ↗ · 2026 · Parashar, Shubham et al. · indexed
  1715. On-task errors drive effort avoidance more than opportunity costs ↗ · 2024 · Embrey, Jake Ryan et al. · indexed
  1716. Aware of Scene Vehicles—Probabilistic Modeling of Car-Following Behaviors in Real-World Traffic ↗ · 2019 · Xu, Donghao et al. · indexed
  1717. The analysis of the aggressive driving for the traffic safety ↗ · 2009 · Luo Yong et al. · indexed
  1718. Pilot's visual attention allocation modeling under fatigue ↗ · 2015 · Wu, Xu et al. · indexed
  1719. Driving with a congestion assistant; mental workload and acceptance ↗ · 2009 · Brookhuis, Karel A. et al. · indexed
  1720. Information, assessment, or decision: a driving simulator study on the effect of real-time feedback based on information-processing stages ↗ · 2025 · Picco, Angèle et al. · indexed
  1721. Analyzing Cognitive Load Measurements of the Truck Drivers to Determine Transportation Routes and Improve Safety Driving: A Review Study · 2023 · Sudiarno, Adithya et al. · archived
  1722. Effort Mobilization and Lapses of Sustained Attention ↗ · 2021 · Unsworth, Nash et al. · indexed
  1723. Attentional differences in driving judgments for country and city scenes: Semantic congruency in inattentional blindness ↗ · 2013 · Pammer, Kristen et al. · indexed
  1724. Evaluating a new index of mental workload in real ATC situation using psychophysiological measures ↗ · 2003 · Averty, P. et al. · indexed
  1725. Analysis of Driver Distraction Behaviour Causing Risk of Accidents in Jordan · 2023 · Abojaradeh, Mohammad · archived
  1726. Consideration of several mental workload categories: perspectives for elaboration of new ergonomic recommendations concerning shiftwork ↗ · 2017 · Galy, Edith · indexed
  1727. Enhancing Road Safety Behaviour Using a Psychological and Spiritual Approaches · 2017 · Ghous, Mohd Tarmizi et al. · archived
  1728. Evaluating Gaze Behavior of Drivers in a Mixed Autonomous Driving Traffic Flow Based on Spatial-Temporal Analysis and Causal Reasoning ↗ · 2022 · Chai, Chen et al. · indexed
  1729. The effect of dual training on the hazard response and attention allocation of novice drivers ↗ · 2024 · Huang, Chunxi et al. · indexed
  1730. Driver Inattention Detection in the Context of Next-Generation Autonomous Vehicles Design: A Survey ↗ · 2020 · El Khatib, Alaa et al. · indexed
  1731. Quantitative Estimation of Driver Cognitive Workload: A Dual-Stage Learning Approach ↗ · 2024 · Zhu, Jieyu et al. · indexed
  1732. Blink-related EEG activity measures cognitive load during proactive and reactive driving · 2023 · Alyan, Emad et al. · archived
  1733. Computational modeling of driver pre-crash brake response, with and without off-road glances: Parameterization using real-world crashes and near-crashes ↗ · 2021 · Svärd, Malin et al. · indexed
  1734. On Allocating the Eyes ↗ · 2008 · Horrey, William J. · indexed
  1735. A framework for modeling human-like driving behaviors for autonomous vehicles in driving simulators ↗ · 2001 · Al-Shihabi, Talal et al. · indexed
  1736. Exploring Factors Related to Drivers’ Mental Model of and Trust in Advanced Driver Assistance Systems Using an ABN-Based Mixed Approach ↗ · 2024 · Huang, Chunxi et al. · indexed
  1737. The effects of driving environment complexity and dual tasking on drivers’ mental workload and eye blink behavior ↗ · 2016 · Faure, Vérane et al. · indexed
  1738. Training for Attentional Control in Novice Car Drivers: A Simulator Study ↗ · 1998 · Regan, Michael A. et al. · indexed
  1739. Driver expectancy in highway design and traffic operations · 1986 · Alexander, Gerson J. et al. · archived
  1740. Functional Resonance Analysis in an Overtaking Situation in Road Traffic: Comparing the Performance Variability Mechanisms between Human and Automation ↗ · 2021 · Grabbe, Niklas et al. · indexed
  1741. Network models of driver behaviour ↗ · 2018 · Mattsson, Markus · indexed
  1742. Analysis of microscopic behavior models for probabilistic modeling of driver behavior ↗ · 2016 · Wheeler, Tim A. et al. · indexed
  1743. A method to assess the driver mental workload: The driving activity load index (DALI) ↗ · 2008 · Pauzié, A. · indexed
  1744. A bibliometric review of research on driver fatigue under conditional automated driving ↗ · 2026 · Ni, Dingan et al. · indexed
  1745. ARe you watching the road? Comparing Gaze Behaviour and Hazard Prediction between Heads-Up and Heads-Down NDRT Presentation in Augmented Reality ↗ · 2026 · Goodge, Thomas et al. · indexed
  1746. Effects of morning-night differences and sleep deprivation on situation awareness and driving performance ↗ · 2016 · Wijayanto, T. et al. · indexed
  1747. A THEORY FOR DRIVER STEERING CONTROL OF MOTOR VEHICLES ↗ · 1968 · Weir, David H. et al. · indexed
  1748. Modeling Driver Lateral Control Behavior for Human--Machine Shared Takeover During Emergency Collision Avoidance Under Dynamic Traffic Environment ↗ · 2026 · Feng, Shiyong et al. · indexed
  1749. Fifty Years of Driving Safety Research ↗ · 2008 · Lee, John D. · indexed
  1750. A TWO‐FACTOR THEORY OF VIGILANCE* ↗ · 1962 · McCORMACK, P. D. · indexed
  1751. A new semantic vigilance task: vigilance decrement, workload, and sensitivity to dual-task costs ↗ · 2015 · Epling, Samantha L. et al. · indexed
  1752. Modeling driver car-following based on the queuing network cognitive architecture ↗ · 2009 · Bi, Lu-Zheng et al. · indexed
  1753. Effects of Cellular Telephone Use on Driver's Mental Workload while Car Following · 1999 · Tokunaga, R. A. et al. · archived
  1754. Attention-guiding Takeover Requests for Situation Awareness in Semi-autonomous Driving ↗ · 2023 · Chen, Qingxin et al. · indexed
  1755. A Broader Application of the Detection Response Task to Cognitive Tasks and Online Environments ↗ · 2020 · Innes, Reilly J. et al. · indexed
  1756. A Resource-Rational Principle for Modeling Visual Attention Control ↗ · 2026 · Bai, Yunpeng · indexed
  1757. Aberrant driving as mediator: driving anger patterns and crashes in taxi drivers · 2023 · Hussain, Zahid et al. · archived
  1758. A Multi-Task CNN Framework for Driver Face Monitoring ↗ · 2018 · Celona, Luigi et al. · indexed
  1759. Modelling self-reported driver perspectives and fatigued driving via deep learning ↗ · 2021 · Zoupos, Alexandros et al. · indexed
  1760. Impact of Cognitive Distractions on Drivers’ Hazard Anticipation Behavior in Complex Scenarios ↗ · 2019 · Ebadi, Yalda et al. · indexed
  1761. Effects of Takeover Request Lead Time to Driver Workload in Autonomous Driving ↗ · 2019 · Yun, Yong Deok et al. · indexed
  1762. A Predictive Model of Driver Response in an Autonomous Environment ↗ · 2015 · Samuel, Siby et al. · indexed
  1763. Multivariate Statistical Analysis of Public Transit Bus Driver Distraction ↗ · 2012 · D'Souza, Kelwyn et al. · indexed
  1764. Evaulating the impact on driving of the processing of spoken words: experiments with a driving simulator ↗ · 2012 · Rossi, Riccardo et al. · indexed
  1765. Multimodal Psychophysiological Signatures of Mental Workload ↗ · 2026 · Schindler, Hanna et al. · indexed
  1766. Evaluation on induction of driver fatigue in driving different traffic condition: An EEG study <sup>*</sup> ↗ · 2023 · Adachi, Masataka et al. · indexed
  1767. A tale of two theories: A meta-analysis of the attention set and load theories of inattentional blindness. ↗ · 2022 · Hutchinson, Brendan T. et al. · indexed
  1768. Effect of additional tasks on the reaction time of braking responses in simulated car driving: beyond the PRP effect ↗ · 2022 · Stojan, Robert et al. · indexed
  1769. Speeding by young novice drivers: What can personal characteristics and psychosocial theory add to our understanding? ↗ · 2012 · Scott‐Parker, Bridie et al. · indexed
  1770. Driver's Lateral Control Strategy as Affected by Task Demands and Driving Experience ↗ · 1977 · Blaauw, G. J. et al. · indexed
  1771. Work tasks drive the physical behaviors of passenger train drivers ↗ · 2025 · Chappel, Stephanie E et al. · indexed
  1772. Requirements for cooperative vehicle guidance ↗ · 2013 · Dambock, D. et al. · indexed
  1773. Development of Active and Passive Fatigue Manipulations Using a Driving Simulator ↗ · 2007 · Saxby, Dyani et al. · indexed
  1774. A Systematic Literature Review of Driver’s Sociocultural Factors Predisposing to Road Traffic Crashes · 2022 · Haghdoust, Zahra et al. · archived
  1775. Who’s in charge? ↗ · 2020 · Novakazi, Fjollë et al. · indexed
  1776. A proposed methodology for the prediction of mental workload, based on engineering system parameters ↗ · 1994 · Bi, Shuxin et al. · indexed
  1777. Theoretical Development of an Adaptive Secondary Task to Measure Pilot Workload for Flight Evaluations ↗ · 1983 · Schiflett, Samuel G. · indexed
  1778. A Novel Method for Classifying Driver Mental Workload Under Naturalistic Conditions With Information From Near-Infrared Spectroscopy ↗ · 2018 · Le, Anh Son et al. · indexed
  1779. Smart Driving Assistance Systems: Designing and Evaluating Ecological and Conventional Displays ↗ · 2017 · Birrell, Stewart A. et al. · indexed
  1780. A Review of Research on Driving Styles and Road Safety ↗ · 2015 · Sagberg, Fridulv et al. · indexed
  1781. The Tactile Detection Response Task: Preliminary Validation for Measuring the Attentional Effects of Cognitive Load ↗ · 2013 · Young, Richard A et al. · indexed
  1782. ADAS appropriation and use: contribution of a study on driving activity without driving assistance system ↗ · 2023 · Villame, Thérèse et al. · indexed
  1783. Effects of Working Memory Load and Repeated Scenario Exposure on Emergency Braking Performance ↗ · 2010 · Engström, Johan et al. · indexed
  1784. Development of an errorable car-following driver model ↗ · 2010 · Yang, H.-H. et al. · indexed
  1785. Mental health and driving behaviour of students and alumni of a university in the United Arab Emirates: a cross-sectional study · 2022 · Andrade, Gabriel et al. · archived
  1786. How Do Changes in the External Environment Affect Driving Engagement in Automated Driving? – An Exploratory Study ↗ · 2017 · Toyoda, Heishiro et al. · indexed
  1787. 209 The Mental Workload of the Driver by Vehicle Velocity and Acceleration · 2006 · HOSHI, Satofumi et al. · archived
  1788. The Effects of Fatigue and Alcohol on Highway Safety · 1981 · Ryder, Joan M. et al. · archived
  1789. Highway Hypnosis: An Hypothesis ↗ · 1963 · Williams, Griffith Wynne · indexed
  1790. What Causes a Driver's Attention Shift? A Driver's Attention-Guided Driving Event Recognition Model ↗ · 2023 · Du, Pengcheng et al. · indexed
  1791. Revealing driver psychophysiological response to emergency braking in distracted driving based on field experiments ↗ · 2022 · Li, Ying et al. · indexed
  1792. Comparing and validating models of driver steering behaviour in collision avoidance and vehicle stabilisation · 2014 · Markkula, G. et al. · archived
  1793. Effectiveness of Bimodal Versus Unimodal Alerts for Distracted Drivers ↗ · 2013 · Lewis, Bridget A et al. · indexed
  1794. The Effects of Countermeasures for Preventing Vigilance Decrement During Manual and Automated Driving ↗ · 2025 · Murata, Atsuo et al. · indexed
  1795. Implications for traffic safety from car drivers’ secondary task engagement – An economist's view ↗ · 2019 · Jørgensen, Finn et al. · indexed
  1796. Evaluating effects of workload on trust in automation, attention allocation and dual-task performance ↗ · 2017 · Yuan Zhang, Meng et al. · indexed
  1797. Longitudinal driving behavior: Theory and empirics ↗ · 2008 · Ossen, Saskia · indexed
  1798. Learning to take risks: the influence of age and experience on risky driving behaviour in the ACT ↗ · 2004 · Styles, T et al. · indexed
  1799. Investigation of Behavioral Adaptation to Lane Departure Warnings ↗ · 2002 · Rudin-Brown, Christina M. et al. · indexed
  1800. Workload Assessment of IN-CAB Text Message System and Cellular Phone Use by Heavy Vehicle Drivers on the Road ↗ · 1995 · Tijerina, Louis et al. · indexed
  1801. Influence of cognitive processes on driver decision-making in dilemma zone ↗ · 2023 · Kaul, Robert et al. · indexed
  1802. I think I'm sleepy, therefore I am – Awareness of sleepiness while driving: A systematic review ↗ · 2021 · Cai, Anna W.T. et al. · indexed
  1803. Lane-Keeping Behavior and Cognitive Load with Use of Lane Departure Warning ↗ · 2017 · Moorman, Helene G. et al. · indexed
  1804. Personalized Trajectory-based Risk Prediction on Curved Roads with Consideration of Driver Turning Behavior and Workload ↗ · 2024 · Liu, Yahui et al. · indexed
  1805. Classification of Drivers’ Mental Workload Levels: Comparison of Machine Learning Methods Based on ECG and Infrared Thermal Signals ↗ · 2022 · Cardone, Daniela et al. · indexed
  1806. AutomotiveUI: Interacting with Technology in Vehicles ↗ · 2013 · Kun, Andrew L. et al. · indexed
  1807. Distraction and related risk factors among professional and non-professional drivers ↗ · 2024 · Razzaghi, Alireza et al. · indexed
  1808. Examining Multitasking Ability on an Interactive Driving Simulator Task to Differentiate Between Fit &amp; Unfit Drivers ↗ · 2023 · Ducharme, Alec et al. · indexed
  1809. Individual Differences and Automation Choice in Simulated Driving ↗ · 2011 · Neubauer, Catherine et al. · indexed
  1810. Driving anxiety and anxiolytics while driving: Their impacts on behaviour and cognition behind the wheel · 2023 · Hidalgo-Muñoz, Antonio R. et al. · archived
  1811. Driving with Foresight - Evaluating the Effect of Cognitive Distraction and Experience on Anticipating Events in Traffic ↗ · 2019 · Mühl, Kristin et al. · indexed
  1812. Situation awareness in young novice ambulance drivers: So much more than driving ↗ · 2018 · Scott-Parker, B. et al. · indexed
  1813. Development of a Theoretically Grounded, Web-Based Intervention to Reduce Adolescent Driver Inattention ↗ · 2017 · McDonald, Catherine C. et al. · indexed
  1814. Mental workload of young drivers during curve negotiation ↗ · 2014 · Li, Cheng-Xi et al. · indexed
  1815. Estimating Workload Demands of Turning Left at Intersections of Varying Complexity ↗ · 2009 · Stinchcombe, Arne et al. · indexed
  1816. Principles and Practice of Aviation Psychology · 2002 · Tsang, Pamela S. · archived
  1817. The Cognitive Science of Attention and Emotion ↗ · 1999 · Matthews, Gerald et al. · indexed
  1818. Vehicle automation and driving performance ↗ · 1998 · STANTON, N. A. et al. · indexed
  1819. Understanding frustration triggers and emotional responses in driving situations ↗ · 2024 · Yazdi, Hannaneh et al. · indexed
  1820. Identifying salient beliefs underlying speeding behaviour: An elicitation study of nigerian drivers ↗ · 2021 · Etika, Anderson et al. · indexed
  1821. Subjective mental workload measurement using video fragments ↗ · 2014 · Christoph, M. et al. · indexed
  1822. Strategies for Improved Driver Behavior within Work Zones · 2025 · Mishra, Sabyasachee et al. · archived
  1823. Context-dependent modulation of spatial attention: prioritizing behaviourally relevant stimuli · 2025 · Britt, Noah et al. · archived
  1824. Driver heterogeneity in willingness to give control to conditional automation · 2024 · Ansar, Muhammad Sajjad et al. · archived
  1825. A cognitive process approach to modeling gap acceptance in overtaking · 2023 · Mohammad, Samir H.A. et al. · archived
  1826. Driver’s Mental Models of Advanced Vehicle Technologies: A Proposed Framework for Identifying and Predicting Operator Errors · 2021 · AAA Foundation for Traffic Safety et al. · archived
  1827. What does the driver look at? The influence of intersection characteristics on attention allocation and driving behavior ↗ · 2011 · Werneke, Julia et al. · indexed
  1828. Task-evoked pupillary responses reveal a role for attentional intensity in auditory discrimination ↗ · 2025 · Pillai, Mark Gunther et al. · indexed
  1829. Research on Enhanced Situation Awareness Model with DMI Visualization Cues for High-Speed Train Driving ↗ · 2023 · Wang, Aobo et al. · indexed
  1830. The Impact of Mind Wandering on Signal Detection, Semi-autonomous Driving Performance, and Physiological Responses ↗ · 2019 · Huang, Gaojian et al. · indexed
  1831. How Perceptual and Cognitive Factors are Involved in a Car Accident: A Case Study ↗ · 2011 · Dominguez, Vanessa et al. · indexed
  1832. An integrative, experience-based theory of attentional control ↗ · 2011 · Wilder, Matthew et al. · indexed
  1833. Phoning while driving I: a review of epidemiological, psychological, behavioural and physiological studies ↗ · 2010 · Collet, C. et al. · indexed
  1834. Systems-theoretic foundation for advanced driver assistance systems ↗ · 2010 · Schnieder, Lars et al. · indexed
  1835. Alertness maintaining tasks (AMTs) while driving ↗ · 2007 · Oron-Gilad, Tal et al. · indexed
  1836. Human Performance Models of Pilot Behavior · 2005 · Wickens, C. D. · archived
  1837. It Matters Who Is Behind The Wheel: Driver Monitoring Feature Analysis Using Explainable AI ↗ · 2025 · Gonçalves, Rafael Cirino et al. · indexed
  1838. A novel hazard avoidance model based on young drivers’ characteristics: A driving simulator study ↗ · 2024 · Asadamraji, Morteza et al. · indexed
  1839. Nudging human drivers via implicit communication by automated vehicles: Empirical evidence and computational cognitive modeling ↗ · 2024 · Zgonnikov, Arkady et al. · indexed
  1840. The prevalence of and crash risk associated with primarily cognitive secondary tasks ↗ · 2019 · Dingus, Thomas A. et al. · indexed
  1841. Mind wandering and driving ↗ · 2012 · Lagarde, E et al. · indexed
  1842. When Does the Driver Workload Reaches Its Limits ? ↗ · 2006 · Girard, J.-M. et al. · indexed
  1843. Network models of driver behavior ↗ · 2019 · Mattsson, Markus T. · indexed
  1844. Eye-Tracking-Based Evaluation of Cognitive Style and Driving Task Effects on AR-HUD Navigation Interfaces ↗ · 2026 · Li, Jing et al. · indexed
  1845. Driver cognitive distraction recognition ↗ · 2022 · Zhang, Min et al. · indexed
  1846. Professional and non-professional drivers’ stress reactions and risky driving ↗ · 2009 · Öz, Bahar et al. · indexed
  1847. Role of Habits in Cell Phone-Related Driver Distractions · 2020 · Hansma, Braden Joseph et al. · archived
  1848. The Influence of Different Factors on Right-Turn Distracted Driving Behavior at Intersections Using Naturalistic Driving Study Data ↗ · 2019 · Lv, Bin et al. · indexed
  1849. Steering disturbance rejection using a physics-based neuromusculoskeletal driver model ↗ · 2015 · Mehrabi, Naser et al. · indexed
  1850. Driver model for the analysis of pre-accident situations ↗ · 2009 · Jurecki, R. et al. · indexed
  1851. Human factors evaluation of the effectiveness of multi-modality displays in advanced traveler information systems · 1999 · Liu, Yung-Ching et al. · archived
  1852. Interactive effects of task load and music tempo on psychological, psychophysiological, and behavioural outcomes during simulated driving ↗ · 2022 · Karageorghis, Costas I. et al. · indexed
  1853. Decomposing the motivation to exert mental effort ↗ · 2021 · Shenhav, Amitai et al. · indexed
  1854. Computational modeling of driver pre-crash brake response, with and without off-road glances: Parameterization using real-world crashes and near-crashes ↗ · 2020 · Svärd, Malin et al. · indexed
  1855. Interconnections between Aggressiveness, Hostility, Wrathfulness and the Mental Performance of Drivers ↗ · 2015 · Birknerová, Zuzana et al. · indexed
  1856. Cocktail Party Effect&amp; Attention Capture in Semi-Autonomous Driving · 2013 · Tobias, Crystal et al. · archived
  1857. Research on the impact of driving environment complexity on driving safety based on Driver Sky View Index (DSVI). · 2026 · Quan, L et al. · archived
  1858. Development of Future Scenarios: Prediction of Mental Workload in a Traffic Management Control Room · 2022 · Zeilstra, Melcher et al. · archived
  1859. Novel Measure of Driver and Vehicle Interaction Demonstrates Transient Changes Related to Alerting ↗ · 2014 · Brooks, Justin R. et al. · indexed
  1860. Predicting human visuomotor behaviour in a driving task ↗ · 2014 · Johnson, Leif et al. · indexed
  1861. Supervising the self-driving car ↗ · 2019 · McKerral, Angus et al. · indexed
  1862. Driver inattention and driver distraction in serious casualty crashes: Data from the Australian National Crash In-depth Study ↗ · 2013 · Beanland, Vanessa et al. · indexed
  1863. Investigating P300 Response In Visual Searching Of Multiple Traffic Objects During Driving ↗ · 2025 · Yamamoto, Yuki et al. · indexed
  1864. Validation of the F-DBQ: A short (and accurate) risky driving behavior questionnaire for long-haul professional drivers ↗ · 2021 · Useche, Sergio A. et al. · indexed
  1865. Mental state and behavior inference using Mirror Neuron System architecture for traffic/driver monitoring ↗ · 2011 · Varadarajan, Karthik Mahesh et al. · indexed
  1866. The Microscopic Driving Model Analysis of the Aggressive Driving ↗ · 2007 · Luo, Yong et al. · indexed
  1867. Factors Related to Drivers' Self-Reported Willingness to Engage in Distracting In-Vehicle Activities ↗ · 2008 · Horrey, William J. et al. · indexed
  1868. 2nd Workshop on Situation Awareness in Automotive Evaluation &amp; Design ↗ · 2018 · Zhang, Yu et al. · indexed
  1869. The smartphone and the driver's cognitive workload: A comparison of Apple, Google, and Microsoft's intelligent personal assistants ↗ · 2017 · Strayer, DL et al. · indexed
  1870. Hurried driving: Relationship to distress tolerance, driver anger, aggressive and risky driving in college students ↗ · 2013 · Beck, Kenneth H. et al. · indexed
  1871. Final report on the portable computerized assessments of sleepy drivers in operational environments. · 2011 · Rizzo, Matthew et al. · archived
  1872. Task engagement, cerebral blood flow velocity, and diagnostic monitoring for sustained attention. ↗ · 2010 · Matthews, Gerald et al. · indexed
  1873. Adaptive Control of Mental Workload ↗ · 2000 · Parasuraman, Raja et al. · indexed
  1874. Comparison of Two-Level and Three-Level Graded Collision Warning Systems Under Distracted Driving Conditions ↗ · 2025 · Shariatmadari, Khatereh et al. · indexed
  1875. Predicting Drivers’ Speeding Behaviour: A Case-based Reasoning Approach ↗ · 2023 · Zhong, Qiaoting et al. · indexed
  1876. Impact des situations d'attention partagée sur le traitement de l'information chez les conducteurs novices ↗ · 2010 · Hamama, H. · indexed
  1877. Top-Down and Bottom-Up Processes in Driver Behavior at Roundabouts and Crossroads ↗ · 2000 · Summala, Heikki et al. · indexed
  1878. The dynamics of stability and flexibility: How attentional and cognitive control support multitasking under time pressure. · 2025 · Boag, Russell J. et al. · archived
  1879. The Effect of Secondary Cognitive Task Difficulty on Headway Maintenance and Perceived Workload While Using Lane Keeping Systems ↗ · 2019 · Liang, Nade et al. · indexed
  1880. Hypovigilance in limited self-driving automation: Peripheral visual stimulus for a balanced level of automation and cognitive workload ↗ · 2017 · Capalar, Jusuf et al. · indexed
  1881. Towards the Shape of Mental Workload ↗ · 2006 · Cassenti, Daniel N. et al. · indexed
  1882. CogMamba: Multi-Task Driver Cognitive Load and Physiological Non-Contact Estimation with Multimodal Facial Features ↗ · 2025 · Xie, Yicheng et al. · indexed
  1883. Model-Based Prediction of Operation Consequences When Driving a Car to Compensate for a Partially Restricted Visual Field by A-Pillars ↗ · 2021 · Ueda, Sayako et al. · indexed
  1884. Effects of Cognitive Distraction on Driver's Visual Attention(Mechanical Systems) ↗ · 2010 · ABE, Genya et al. · indexed
  1885. Investigating the relationships between gaze patterns, dynamic vehicle surround analysis, and driver intentions ↗ · 2009 · Doshi, Anup et al. · indexed
  1886. Assessing the impact of car-following driving style on traffic conflict risk using asymmetric behavior model and explainable machine learning ↗ · 2024 · Ma, Xiao-chi et al. · indexed
  1887. A Review of Situation Awareness Assessment Approaches in Aviation Environments · 2019 · Nguyen, Thanh Thi et al. · archived
  1888. Discovering Driver-vehicle Coordination Problems in Future Automated Control Systems: Evidence from Verbal Commentaries ↗ · 2015 · Banks, Victoria A. et al. · indexed
  1889. Influences of Visual and Conversation Loads upon a Functional Visual Field While Driving. ↗ · 2000 · AYAMA, Miyoshi et al. · indexed
  1890. Examining Driver Situation Awareness in the Takeover Process of Conditionally Automated Driving With the Effect of Age ↗ · 2024 · Ding, Wen et al. · indexed
  1891. Cue Utilization and Cognitive Load in Novel Task Performance · 2016 · Brouwers, Sue et al. · archived
  1892. Bench-Marking Drivers' Visual and Cognitive Demands: A Feasibility Study ↗ · 2015 · Zhang, Yu et al. · indexed
  1893. Intelligent Mobility for Smart Cities: Driver Behaviour Models for Assessment of Sustainable Transport ↗ · 2014 · Dia, Hussein et al. · indexed
  1894. Drivers Display Anger‐Congruent Attention to Potential Traffic Hazards ↗ · 2012 · Stephens, Amanda N. et al. · indexed
  1895. A FUZZY LOGIC MODEL OF FREEWAY DRIVER BEHAVIOR ↗ · 1999 · Das, Sanhita · indexed
  1896. Cognitive Biases in User Interaction with Automated Vehicles: The Influence of Explainability and Mental Models ↗ · 2025 · Manger, Carina et al. · indexed
  1897. Análisis del comportamiento visual del conductor aplicado a la toma de decisiones en vehículos autónomos ↗ · 2023 · Sánchez–Mateo, Sofia · indexed
  1898. Sharing the responsibility for driver distraction across road transport systems: A systems approach to the management of distracted driving ↗ · 2015 · Young, Kristie L. et al. · indexed
  1899. In-vehicle driver distractions: characteristics underlying drivers’ risk perceptions ↗ · 2009 · Titchener, Kirsteen et al. · indexed
  1900. Detection of Driver Cognitive Distraction Using Machine Learning Methods ↗ · 2023 · Misra, Apurva et al. · indexed
  1901. A Review of Selected Factors Affecting Driver Distraction ↗ · 2022 · Haberka, Katarzyna et al. · indexed
  1902. The Effects of Divided Attention and Cognitive Distraction on Driver’s Performance Among People Aged over 65 · 2017 · Heidari, Mahdi Ebnali et al. · archived
  1903. Development of Human Factors Guidelines for Advanced Traveler Information Systems and Commercial Vehicle Operations: Task Analysis of ATIS/CVO Functions · 1996 · Wheeler, William A. et al. · archived
  1904. A Real-Time Context-Dependent Driver Attention AssessmentSystem Using Pupil Orientation and Head Posture ↗ · 2025 · Zhang, Weiwei et al. · indexed
  1905. Effects of unreliable automation, non-driving related task, and takeover time budget on drivers’ takeover performance and workload ↗ · 2022 · Shahini, Farzaneh et al. · indexed
  1906. Risky-Driving-Image Recognition Based on Visual Attention Mechanism and Deep Learning ↗ · 2022 · Song, Wei et al. · indexed
  1907. Repeat Traffic Offenders Improve Their Performance in Risky Driving Situations and Have Fewer Accidents Following a Mindfulness-Based Intervention · 2021 · Baltruschat, Sabina et al. · archived
  1908. SLEEP DEPRIVATION EFFECTS ON COMPONENTS OF DRIVING BEHAVIOR ↗ · 1958 · Forbes, T. W. et al. · indexed
  1909. Driver Behavior Modeling Toward Autonomous Vehicles: Comprehensive Review ↗ · 2023 · Negash, Natnael M. et al. · indexed
  1910. Modeling Required Driver Attention Level Based On Environmental Risk Factors Using Deep Convolutional Neural Networks ↗ · 2021 · Withanawasam, Jayani et al. · indexed
  1911. Reducing young drivers’ crash risk: Are we there yet? An ecological systems-based review of the last decade of research · 2018 · Cassarino, Marica et al. · archived
  1912. Modeling of individualized cognitive driving supervision for intelligent vehicles ↗ · 2012 · Fu, Xingguang et al. · indexed
  1913. Negative mood mind wandering and unsafe driving in young male drivers ↗ · 2022 · Albert, Derek A. et al. · indexed
  1914. The long road home from distraction: Investigating the time-course of distraction recovery in driving ↗ · 2019 · Bowden, Vanessa K. et al. · indexed
  1915. Job strain in public transport drivers: Data to assess the relationship between demand-control model indicators, traffic accidents and sanctions · 2018 · Useche, Sergio et al. · archived
  1916. A human-like steering model: Sensitive to uncertainty in the environment ↗ · 2017 · Kolekar, Sarvesh et al. · indexed
  1917. Spatial and temporal EEG dynamics of dual-task driving performance · 2011 · Lin, Chin-Teng et al. · archived
  1918. Driver Safety Evaluation Model Based on Discriminatory Analysis ↗ · 2009 · Tang, Youhua et al. · indexed
  1919. Trust, cognitive control, and control ↗ · 2006 · Rajaonah, Bako et al. · indexed
  1920. The integration of top-down and bottom-up factors in visual search during driving ↗ · 2005 · Crundall, David · indexed
  1921. Driver distraction by advertising: genuine risk or urban myth? · 2003 · Wallace, B. · archived
  1922. Mental Effort Regulation and the Functional Impairment of the Driver ↗ · 2000 · Fairclough, Stephen H. · indexed
  1923. &lt;p&gt;&lt;span&gt;The Effects of State of Mind, Traffic Rule Knowledge, And Driving Experience on Safe Driving Behaviour in India: Evidence from Smartphone-Based Naturalistic Driving Data&lt;/span&gt;&lt;/p&gt; ↗ · 2026 · Mathai, Sibi et al. · indexed
  1924. A human factors perspective on automated driving · 2017 · Kyriakidis, Miltos et al. · archived
  1925. Driver Psychological Types and Car Following: Is there a Correlation? Results of a Pilot Study ↗ · 2003 · Brackstone, Mark · indexed
  1926. Investigating the influence of eye-catching effect on mental workload in highway tunnel entrances: a comprehensive analysis of eye blink behavior ↗ · 2024 · Han, Lei et al. · indexed
  1927. Modeling Driver Takeover Intention in Automated Vehicles With Attention-Based CNN Algorithm ↗ · 2022 · Gupta, Shantanu et al. · indexed
  1928. Assessment and monitoring of mental workload in subway train operations using physiological, subjective, and performance measures ↗ · 2020 · Jafari, Mohammad‐Javad et al. · indexed
  1929. The role of control in risk perception on rural roads · 2020 · Starkey, Nicola J. et al. · archived
  1930. Passenger and cell phone conversations in simulated driving · 2004 · Drews, Frank A. et al. · archived
  1931. Driving in sync? Applying the Normative Conflict Model to driver behavior ↗ · 2026 · Nicolls, Michelle et al. · indexed
  1932. The Abbreviated Vigilance Task and Its Attentional Contributors ↗ · 2019 · Craig, Curtis M. et al. · indexed
  1933. Effect of Music Listening on Physiological Condition, Mental Workload, and Driving Performance with Consideration of Driver Temperament ↗ · 2019 · Wen, Huiying et al. · indexed
  1934. Physiological correlates of mental effort as manipulated through lane width during simulated driving ↗ · 2015 · Brouwer, Anne-Marie et al. · indexed
  1935. Bayesian Models of Attention ↗ · 2014 · Yu, Angela J. · indexed
  1936. Various Approaches for Driver and Driving Behavior Monitoring: A Review ↗ · 2013 · Kang, Hang-Bong · indexed
  1937. Predicting Performance, Subjective States and Coping Strategy in a Vigilance Task ↗ · 2011 · Teo, Grace et al. · indexed
  1938. A Model of Driver Steering Control Behavior for Use in Assessing Vehicle Handling Qualities ↗ · 1993 · Modjtahedzadeh, A. et al. · indexed
  1939. Estimation of Driver Excitement by Semantic Differential Method and Correlation with Arousal Levels in Advanced Driver Assistance ↗ · 2022 · Kato, Masahiko et al. · indexed
  1940. Air Traffic Controllers' Situation Awareness and Workload under Dynamic Air Traffic Situations ↗ · 2012 · Lee, Yeong Heok et al. · indexed
  1941. The myth of ‘low cognitive load = low risk’: Quantifying interactive effects of phone use modes and cognitive demand on driving safety ↗ · 2026 · Liu, Xiaobing et al. · indexed
  1942. Searching for Street Parking: Effects on Driver Vehicle Control, Workload, Physiology, and Glances ↗ · 2020 · Ponnambalam, Canmanie Teresa et al. · indexed
  1943. The effect of navigation display clutter on performance and attention allocation in presentation- and simulator-based driving experiments ↗ · 2018 · Pankok, Carl et al. · indexed
  1944. Relating the Detection Response Task to Critical Events – Consequences of high Cognitive Workload to Brake Reaction Times ↗ · 2015 · Mantzke, Odette et al. · indexed
  1945. Emotional modulation of urgent and evaluative behaviors in risky driving scenarios ↗ · 2011 · Megías, Alberto et al. · indexed
  1946. Predicting driver drowsiness using vehicle measures: Recent insights and future challenges ↗ · 2009 · Liu, Charles C. et al. · indexed
  1947. Measuring Driver Situation Awareness Using Region-of-Interest Prediction and Eye Tracking ↗ · 2020 · Hofbauer, Markus et al. · indexed
  1948. What drives road rage? A systematic review on the psychological correlates of aggressive driving behavior ↗ · 2025 · Love, Steven et al. · indexed
  1949. Driving performance is better predicted by unintentional rather than intentional mind-wandering in high density traffic ↗ · 2025 · Walker, Heather E.K. et al. · indexed
  1950. GENERAL CHARACTERISTICS OF THE DRIVER'S ACTIVITY IN THE «B-C» SYSTEM ↗ · 2024 · Ageev, Evgeniy et al. · indexed
  1951. Effects of explanation-based knowledge regarding system functions and driver’s roles on driver takeover during conditionally automated driving: A test track study ↗ · 2021 · Zhou, Huiping et al. · indexed
  1952. Classification of Driver Distraction: A Comprehensive Analysis of Feature Generation, Machine Learning, and Input Measures ↗ · 2019 · McDonald, Anthony D. et al. · indexed
  1953. Examining signs of driver sleepiness, usage of sleepiness countermeasures and the associations with sleepy driving behaviours and individual factors · 2015 · Watling, Christopher N. et al. · archived
  1954. A Driver Model Based on the Cerebellar Model Articulation Controller ↗ · 1979 · HAYHOE, G. F. · indexed
  1955. Examining Driver Situation Awareness in the Takeover Process of Conditionally Automated Driving With the Effect of Age ↗ · 2024 · Ding, Wen et al. · indexed
  1956. A Study of the Behavior and Responsibility of Slovak Drivers, Especially in Case of Fatigue ↗ · 2021 · Hajducik, Adrian et al. · indexed
  1957. The Role of Situation Criticality in Affecting the Effect of Cognitive Load on Drivers’ Brake responses: A Driving Simulator Based Study ↗ · 2020 · Xue, Qingwan et al. · indexed
  1958. Perceptual and attentional factors in detection of driving-relevant visual events ↗ · 2017 · Rosenholtz, Ruth et al. · indexed
  1959. Driver Situational Awareness Prediction During Takeover Transitions: A Multimodal Machine Learning Approach ↗ · 2024 · Jia, Lesong et al. · indexed
  1960. Types, Risk Factors, Consequences, and Detection Methods of Train Driver Fatigue and Distraction ↗ · 2022 · Fan, Chaojie et al. · indexed
  1961. A Human Factors Approach to Validating Driver Models for Interaction-aware Automated Vehicles · 2022 · Siebinga, Olger et al. · archived
  1962. Predicting Compliance with Speed Limits using Speed Limit Credibility Perception and Risk Perception Data ↗ · 2020 · Yao, Yao et al. · indexed
  1963. How I reduce fuel consumption: An experimental study on mental models of eco-driving · 2015 · Pampel, Sanna M. et al. · archived
  1964. Cognitive, sensory and physical factors enabling driving safety in older adults ↗ · 2004 · Anstey, Kaarin J. et al. · indexed
  1965. Measuring driving performance by car-following in traffic ↗ · 1994 · BROOKHUIS, KAREL et al. · indexed
  1966. Measurement of Physical and Mental Workload in Onlline Ojek Drivers: A Case Study in Serang City · 2024 · Kusmasari, Wyke et al. · archived
  1967. A Panoramic Review of Situational Awareness Monitoring Systems ↗ · 2023 · Elshafei, Aly et al. · indexed
  1968. Work–family conflict and dangerous driving behaviours: The mediating role of affect ↗ · 2021 · Shukri, Madihah et al. · indexed
  1969. Review of driver behaviour modelling for highway on‐ramp merging ↗ · 2024 · Kherroubi, Zine el abidine et al. · indexed
  1970. Preface to the Special Issue on Assessment and Effectiveness of Driver Monitoring Systems ↗ · 2023 · Biondi, Francesco et al. · indexed
  1971. Hazard perception in driving style based on virtual reality technology ↗ · 2022 · He, Wu et al. · indexed
  1972. Factors Identification and Prediction for Mind Wandering Driving Using Machine Learning ↗ · 2021 · Lin, Ciyun et al. · indexed
  1973. Out‐of‐the‐loop crash prediction: the automation expectation mismatch (AEM) algorithm ↗ · 2019 · Tivesten, Emma et al. · indexed
  1974. Development of a Workload Assessment Index Based on Analyzing Driving Patterns ↗ · 2017 · KIM, Yunjong et al. · indexed
  1975. EEG-Based Attention Tracking During Distracted Driving ↗ · 2015 · Wang, Yu-Kai et al. · indexed
  1976. Exploring the effects of driving experience on hazard awareness and risk perception via real-time hazard identification, hazard classification, and rating tasks ↗ · 2013 · Borowsky, Avinoam et al. · indexed
  1977. An investigation of professional drivers: Organizational safety climate, driver behaviours and performance ↗ · 2013 · Öz, Bahar et al. · indexed
  1978. Research on drivers' hazard perception and visual characteristics before vehicle-to-powered two-wheeler collisions ↗ · 2025 · Wu, Xianhui et al. · indexed
  1979. Driver Behavior Analysis for Safe Driving: A Survey ↗ · 2015 · Kaplan, Sinan et al. · indexed
  1980. Vigilance decrement during a simulated general aviation flight ↗ · 2010 · Wiggins, Mark W. · indexed
  1981. The Eye Tracking and Driving Behavior ↗ · 2007 · Zhao, Liang et al. · indexed
  1982. Multiple resources and performance prediction ↗ · 2002 · Wickens, Christopher D. · indexed
  1983. Processing resource demands of failure detection in dynamic systems. ↗ · 1979 · Wickens, C. D. et al. · indexed
  1984. YOLO-Drive: Robust Driver Distraction Recognition under Fine-Grained and Overlapping Behaviors ↗ · 2026 · Yu, Zhichao et al. · indexed
  1985. Factors that comprise driver boredom and their relationships to preferred driving speed and demographic variables ↗ · 2010 · Heslop, S. et al. · indexed
  1986. Perceptions of Risk and Control: Understanding Acceptance of Advanced Driver Assistance Systems · 2009 · Joshi, Somya et al. · archived
  1987. Situation Awareness: Review of Mica Endsley's 1995 Articles on Situation Awareness Theory and Measurement ↗ · 2008 · Wickens, Christopher D. · indexed
  1988. Driver Distraction Detection with a Camera Vision System ↗ · 2007 · Kutila, Matti et al. · indexed
  1989. Vision, Visibility, and Perception in Driving ↗ · 1980 · Hills, Brian L · indexed
  1990. Sociocultural factors affecting the incidence of road traffic crashes among drivers: An exploratory qualitative study · 2025 · Masoumi, Gholamreza et al. · archived
  1991. Recognizing Driver Awareness of Pedestrian ↗ · 2014 · Phan, Minh Tien et al. · indexed
  1992. Driving style identification and its association with risky driving behaviors among truck drivers based on GPS, load condition, and in-vehicle monitoring data ↗ · 2023 · Zhang, Chenxiao et al. · indexed
  1993. Real-Time Prediction of Fluctuations in Cognitive Workload · 2019 · Strayer, David L. et al. · archived
  1994. An Exploratory Study of the Driver Workload Assessment by Brain Functional Imaging Using Onboard fNIRS ↗ · 2011 · Shimizu, Toshiyuki et al. · indexed
  1995. Behavioural Reactivation and Subjective Assessment of the State of Vigilance—Application to Simulated Car Driving ↗ · 2006 · Bonnefond, Anne et al. · indexed
  1996. Divided Attention in Experienced Young and Older Drivers: Lane Tracking and Visual Analysis in a Dynamic Driving Simulator ↗ · 1991 · Brouwer, Wiebo H. et al. · indexed
  1997. Fast and furious: A neglected issue in health promotion among young drivers · 2019 · Oscar Oviedo‐Trespalacios et al. · archived
  1998. Managing the Risks of Automobile Accidents via Human–Machine Collaboration ↗ · 2014 · Itoh, Makoto · indexed
  1999. The effects of on-street parking and road environment visual complexity on travel speed and reaction time ↗ · 2012 · Edquist, Jessica et al. · indexed
  2000. Driver Workload Response to In-Vehicle Device Operations ↗ · 2002 · Jerome, Christian J. et al. · indexed
  2001. Asymmetrical Commuting in Automated Vehicles: Effects of the Perceived Value of Nondriving-Related Tasks and Commuting Direction Expectations on Takeover Performance and Driving Experience ↗ · 2025 · Pang, Jingyu et al. · indexed
  2002. A comparison of computational driver models using naturalistic and test-track data from cyclist-overtaking manoeuvres ↗ · 2020 · Kovaceva, Jordanka et al. · indexed
  2003. The Effects of Fatigue and Alcohol on Highway Safety · 1981 · Ryder, Joan M. et al. · archived
  2004. Classifying Drivers' Cognitive Load Using EEG Signals ↗ · 2017 · Barua Shaibal et al. · indexed
  2005. Adaptive Multimodal In-Vehicle Information System for Safe Driving ↗ · 2015 · Park, Hye Sun et al. · indexed
  2006. The effect of driver advisory systems on train driver workload and performance ↗ · 2014 · Large, David et al. · indexed
  2007. What's happened to car design? An exploratory study into the effect of 15 years of progress on driver situation awareness ↗ · 2007 · Walker, Guy H. et al. · indexed
  2008. Driver Models in Vehicle Development ↗ · 1999 · Irmscher, Marita et al. · indexed
  2009. Why do young drivers respond to their smartphones while driving? Examining the predictive power of the theory of planned behaviour and Big 5 personality factors ↗ · 2026 · Noble, Emily et al. · indexed
  2010. Effectiveness of Workload-Based Drowsy Driving Countermeasures ↗ · 2019 · Rayes, Freddy et al. · indexed
  2011. Not all minds wander equally: The influence of traits, states and road environment factors on self-reported mind wandering during everyday driving ↗ · 2016 · Burdett, Bridget R.D. et al. · indexed
  2012. The influence of driving safety attitudes on risky driving behavior: a driving simulator study ↗ · 2025 · Chrisnatalia, M. et al. · indexed
  2013. Mental Workload as a Predictor of ATCO’s Performance: Lessons Learnt from ATM Task-Related Experiments · 2024 · Muñoz-de-Escalona, Enrique et al. · archived
  2014. Classification of driving workload affected by highway alignment conditions based on classification and regression tree algorithm ↗ · 2017 · Hu, Jiangbi et al. · indexed
  2015. Driver cognitive distraction detection: Feature estimation and implementation ↗ · 2007 · Kutila, M H et al. · indexed
  2016. Analyzing the Influence of Mental Workload on Vestibulo-Ocular Reflex While Driving Using a Computational Model ↗ · 2020 · Kono, Takuya et al. · indexed
  2017. Driver steering behavior model based on lane-keeping characteristics analysis ↗ · 2014 · Jieyun Ding et al. · indexed
  2018. Driver Distraction through Conversation Measured with Pupillometry ↗ · 2013 · Dlugosch, Carsten et al. · indexed
  2019. Modeling driver behavior under extreme conditions ↗ · 2005 · Hamdar, Samer H. et al. · indexed
  2020. The relationship between lifestyle, driving anger and dangerous driving behaviours - China · 2023 · Zhai, Chenzhao et al. · archived
  2021. The Driver Model with the Consideration of Driving Skill ↗ · 2019 · Ren, Yuan-Yuan et al. · indexed
  2022. Gaze guidance reduces the number of vehicle-pedestrian collisions in a driving simulator ↗ · 2011 · Pomarjanschi, Laura et al. · indexed
  2023. Utility of Secondary Task as a Workload Assessment Technique ↗ · 1991 · Tsang, Pamela S. et al. · indexed
  2024. Peripheral Detection and Central Task Complexity ↗ · 1976 · Bartz, Albert E. · indexed
  2025. Driver Distraction Detection Based on Large Kernel Convolution and Attention Mechanism ↗ · 2026 · Wang, Tao et al. · indexed
  2026. The Impact of Driver’s Mental Models of Advanced Vehicle Technologies on Safety and Performance · 2020 · AAA Foundation for Traffic Safety · archived
  2027. Driver Models for Both Human and Autonomous Vehicles · 2018 · Kurt, Arda et al. · archived
  2028. Do distinct mind wandering differently disrupt drivers? Interpretation of physiological and behavioral pattern with a data triangulation method ↗ · 2018 · Pepin, Guillaume et al. · indexed
  2029. Cerebral Blood Flow Velocity and Subjective State as Indices of Resource Utilization during Sustained Driving ↗ · 2008 · Reinerman, Lauren E. et al. · indexed
  2030. Driver State Regulation via Real-Time Neurofeedback in Partially Automated Driving ↗ · 2020 · Nobari, Khazar Dargahi et al. · indexed
  2031. Mobile eye tracking during real-world night driving: A selective review of findings and recommendations for future research · 2017 · Grüner, Markus et al. · archived
  2032. Simulator Evaluation of Heavy-Vehicle Driver Workload: II: Complex Secondary Tasks ↗ · 1996 · Kantowitz, Barry H. et al. · indexed
  2033. Subjective Mental Workload ↗ · 1982 · Moray, Neville · indexed
  2034. Differential contributions of inhibition and task engagement to workload: evidence from a novel adaptive Stroop task ↗ · 2026 · Jaiaue, Thipkanlaya et al. · indexed
  2035. Human–machine interaction theories and lane departure warnings ↗ · 2016 · Navarro, Jordan · indexed
  2036. Social network analysis in driver monitoring systems: understanding the impact of predictive models on driver safety ↗ · 2025 · Madhumita, S. et al. · indexed
  2037. Effect of Fixed and sEMG-Based Adaptive Shared Steering Control on Distracted Driver Behavior ↗ · 2021 · Wang, Zheng et al. · indexed
  2038. Handbook of Human Factors for Automated, Connected, and Intelligent Vehicles ↗ · 2020 · Fisher, Donald L. et al. · indexed
  2039. The effects of objective workload on cognitive performance in a field setting: A two‐period cross‐over trial ↗ · 1995 · Parkes, Katharine R. · indexed
  2040. Information Processing in the Visual Periphery: Influence of Mental Workload ↗ · 1984 · Acosta, Enrique et al. · indexed
  2041. Evaluation of the effect of a newly developed steering unit with enhanced self-alignment and deadband on mental workload during driving of agricultural tractors ↗ · 2020 · Dam, Peter et al. · indexed
  2042. Attentional demand and processing of relevant visual information during simulated driving: A MEG study ↗ · 2010 · Fort, Alexandra et al. · indexed
  2043. Using Interference Models to Predict Performance in a Multiple-Task UAV Environment - 2 UAVs ↗ · 2003 · Wickens, C. D. · indexed
  2044. Understanding the Mechanism of Gap-Acceptance Behavior at Roundabouts: A Cumulative Prospect Theory and Drift-Diffusion Model Framework ↗ · 2026 · Bai, Congcong et al. · indexed
  2045. Understanding How People Manage their Lives in Terms of Mental Workload ↗ · 2026 · Shaban, Jwan et al. · indexed
  2046. ANALISIS PENERAPAN ERGONOMI KOGNITIF DENGAN METODE SITUATIONAL AWARENESS RATING TECHNIQUE PADA PENGEMUDI BRT BERDASARKAN SHIFT KERJA · 2023 · Aminuddin AP, Rezki Amelia · archived
  2047. Hypo-Driver: A Multiview Driver Fatigue and Distraction Level Detection System ↗ · 2022 · Riquelme, Fabi醤 et al. · indexed
  2048. Corrigendum: Human mental workload: A survey and a novel inclusive definition · 2022 · Longo, Luca et al. · archived
  2049. An on-road network analysis-based approach to studying driver situation awareness at rail level crossings ↗ · 2013 · Salmon, Paul M. et al. · indexed
  2050. Influence of Task Combination on EEG Spectrum Modulation for Driver Workload Estimation ↗ · 2011 · Lei, Shengguang et al. · indexed
  2051. The Spatial Allocation of Drivers' Visual Attention During Driving in Traffic Environment ↗ · 2010 · Xia, Ru Ting et al. · indexed
  2052. 3731 A Study on Robustness in Driving Behavior ↗ · 2008 · TAKADA, Yuji et al. · indexed
  2053. Contributing Factors for Mode Awareness of a Vehicle with a Low-Speed Range and a High-Speed Range Acc Systems ↗ · 2005 · Itoh, Makoto et al. · indexed
  2054. Maintaining Lane Position with Peripheral Vision during In-Vehicle Tasks ↗ · 1996 · Summala, Heikki et al. · indexed
  2055. Prospectus on Multi-Modal Aspects of Human Factors in Transportation · 1991 · Triggs, T.J. et al. · archived
  2056. Situation Awareness for Driver-Centric Driving Style Adaptation · 2024 · Haselberger, Johann et al. · archived
  2057. Understanding Drivers’ Emotion Variations During NDRTs in Conditional Automated Driving Using EEG Data ↗ · 2023 · Guo, Wenhui et al. · indexed
  2058. Impact of chronic pain on driving behaviour: a systematic review ↗ · 2021 · Vaezipour, Atiyeh et al. · indexed
  2059. Risky Driving Attitudes and Self - Reported Traffic Violations Among Turkish Drivers : the Case of Eskişehir ↗ · 2006 · Yılmaz, Veysel et al. · indexed
  2060. DriveAware: Multimodal Wearable Sensing–Based Machine Learning Approaches to Detect Driver Distraction ↗ · 2026 · Montaser, Heba et al. · indexed
  2061. Safety Driver Attention on Autonomous Vehicle Operation Based on Head Pose and Vehicle Perception ↗ · 2024 · Konrad, Santiago Gerling et al. · indexed
  2062. The Effects of Aeronautical Decision-Making Models on Student Pilots’ Situational Awareness and Cognitive Workload in Simulated Non-Normal Flight Deck Environment ↗ · 2023 · Li, Qinbiao et al. · indexed
  2063. Should I stay or should I go? Evidence accumulation drives decision making in human drivers · 2020 · Abbink, David A. · archived
  2064. Driven to discussion: engaging drivers in conversation with a digital assistant as a countermeasure to passive task‐related fatigue ↗ · 2018 · Large, David R. et al. · indexed
  2065. The Regulation of Working Methods as a Function of Work-load among Air Traffic Controllers ↗ · 1978 · SPERANDIO, JEAN-CLAUDE · indexed
  2066. Driving Behavior Recognition Based on Multimodal Physiological Signals under Negative Emotion ↗ · 2026 · shao, shuyu et al. · indexed
  2067. Investigation on the Effect of Mental Workload on the Time-related Take-over Performance ↗ · 2020 · Kim, Jungsook et al. · indexed
  2068. Building Bridges Between Self-Regulation and Cognitive Load—an Invitation for a Broad and Differentiated Attempt ↗ · 2020 · Seufert, Tina · indexed
  2069. Application of a new Model for Fatigue Identification of Commercial Vehicles Drivers · 2019 · Davidović, Jelica et al. · archived
  2070. Driving Anger, Aberrant Driving Behaviors, and Road Crash Risk: Testing of a Mediated Model ↗ · 2019 · Zhang, Tingru et al. · indexed
  2071. Strategies to Assist Drivers in Remaining Attentive While Under Partially Automated Driving: Verification of Human–Machine Interface Concepts ↗ · 2017 · Llaneras, Robert E. et al. · indexed
  2072. Detection and Recognition of Driver Distraction Using Multimodal Signals ↗ · 2022 · Das, Kapotaksha et al. · indexed
  2073. Safety evaluation of freeway interchange merging areas based on driver workload theory ↗ · 2020 · Hu, Jiangbi et al. · indexed
  2074. A comprehensive prediction and evaluation method of pilot workload · 2018 · Feng, Chuanyan et al. · archived
  2075. Drivers’ subjective perceptions of the contextual factors influencing fatigue: A qualitative study of suburban bus drivers in Iran ↗ · 2022 · Khanehshenas, Farin et al. · indexed
  2076. Extracting Features from Driving Scenarios for Driving Workload Level Classification - A Case Study of Transfer Learning ↗ · 2021 · Liu, Yongkang et al. · indexed
  2077. Development of a Method to Estimate Shortage of Situation Awareness in Takeover based on Reference Model of Cognitive Behavior ↗ · 2020 · OKA, Naoki et al. · indexed
  2078. Evaluating the Effects of Connected Vehicle Weather and Work Zone Warnings on Truck Drivers’ Workload and Distraction using Eye Glance Behavior ↗ · 2020 · Raddaoui, Omar et al. · indexed
  2079. Hemodynamic responses to visual cues during attentive listening in autonomous versus manual simulated driving: A pilot study ↗ · 2019 · Hidalgo-Muñoz, Antonio R. et al. · indexed
  2080. Government and Industry Perspectives on Driver Distraction ↗ · 2008 · Tingvall, Claes et al. · indexed
  2081. A preview control model of driver steering behavior ↗ · 2003 · Hess, R.A. et al. · indexed
  2082. Eye movement based information system indicates human behavior in virtual driving ↗ · 2022 · Peng, Zhe et al. · indexed
  2083. Driver impairment monitoring by physiological measures ↗ · 2019 · Brookhuis, Karel · indexed
  2084. Is partially automated driving a bad idea? Observations from an on-road study · 2018 · Banks, Victoria A. et al. · archived
  2085. Driver Attitudes and Choices: Speed Limits, Seat Belt Use, and Drinking-and-Driving ↗ · 2010 · Kweon, Young-Jun et al. · indexed
  2086. Human-Machine Interaction Design in Autonomous Driving Takeover: Research on Optimization Strategies Based on Stress and Situational Awareness ↗ · 2025 · Xiao, Meilin et al. · indexed
  2087. Modeling the Effects of Warning Lead Time, Warning Reliability and Warning Style on Human Performance Under Connected Vehicle Settings ↗ · 2018 · Zhang, Yiqi et al. · indexed
  2088. Crash risk perception of sleepy driving and its comparisons with drink driving and speeding: Which behavior is perceived as the riskiest? ↗ · 2015 · Watling, Christopher N. et al. · indexed
  2089. Mental Workload and Visual Impairment: Differences between Pupil, Blink, and Subjective Rating · 2008 · Recarte, Miguel Ángel et al. · archived
  2090. Distraction Potential of Speech-Based Driver Interfaces ↗ · 2001 · Lee, John D et al. · indexed
  2091. The Risky Driver: An Annotated Bibliography of Recent Research · 1997 · Perrino, Carrol. S. et al. · archived
  2092. Influence of automation on mind wandering frequency in sustained attention · 2018 · Gouraud, Jonas et al. · archived
  2093. Human factors of vehicle-based lane departure warning systems : final report. · 2015 · Edwards, Christopher J. et al. · archived
  2094. Anticipatory driving competence ↗ · 2013 · Stahl, Patrick et al. · indexed
  2095. Effects of Rest and Secondary Task on Simulated Truck-Driving Task Performance ↗ · 1985 · Drory, Amos · indexed
  2096. The Effect of Partial Automation on Driver Attention: A Naturalistic Driving Study ↗ · 2019 · Gaspar, John et al. · indexed
  2097. Analysis of Drivers' Illegal Tendentiousness Based on the Fuzzy Signal Detection Theory ↗ · 2014 · Wang, Peiheng et al. · indexed
  2098. Modeling the Vigilance Decrement in a Two-Boundary Signal Detection Task ↗ · 2025 · Munoz Gomez Andrade, Fernando et al. · indexed
  2099. Holistic Driver Monitoring: A Multi-Task Approach for In-Cabin Driver Attention Evaluation through Multi-Camera Data ↗ · 2024 · Palo, Patitapaban et al. · indexed
  2100. Reading While Driving: A Study on Drivers’ Strategies of In-Vehicle Task Initiation ↗ · 2012 · Liang, Yulan et al. · indexed
  2101. Effects of Cellular Telephone Use While Driving Based on Objective and Subjective Mental Workload Assessment · 2001 · Tokunaga, Roberto Abraham et al. · archived
  2102. Operator-agnostic and real-time usable psychophysiological models of trust, workload, and situation awareness ↗ · 2025 · Richardson, Erin E. et al. · indexed
  2103. Cognitive failure and driving distraction on private car drivers using naturalistic driving study ↗ · 2024 · Al Baihaqi, Hasby et al. · indexed
  2104. Considering Traffic and Roadway Context in Driver Behavior Assessments ↗ · 2016 · Liang, Yulan et al. · indexed
  2105. Driver Distraction: Eye Glance Analysis and Conversation Workload [Research Brief] · 2015 · NHTSA · archived
  2106. Spotting sheep in Yorkshire: using eye-tracking for studying situation awareness in a driving simulator ↗ · 2010 · Barnard, Yvonne et al. · indexed
  2107. Driver Behavior and Situation Aware Brake Assistance for Intelligent Vehicles ↗ · 2007 · McCall, J.C. et al. · indexed
  2108. Driven by information: A tectonic theory of Stroop effects. ↗ · 2003 · Melara, Robert D. et al. · indexed
  2109. A Novel Human–Machine Shared Control Strategy with Adaptive Authority Allocation Considering Scenario Complexity and Driver Workload ↗ · 2026 · Liu, Lijie et al. · indexed
  2110. Temporal Analysis of Cognitive Workload During Manual and Partial Driving Automation Based on the Detection Response Task ↗ · 2025 · Mahmoodzadeh, Mobina et al. · indexed
  2111. Understanding the role of cognitive appraisal and mindfulness in driving-related anger among Chinese drivers ↗ · 2025 · Zhai, Chenzhao et al. · indexed
  2112. Realising Meaningful Human Control Over Automated Driving Systems: A Multidisciplinary Approach · 2022 · de Sio, Filippo Santoni et al. · archived
  2113. How Do Drivers Respond to Silent Automation Failures? Driving Simulator Study and Comparison of Computational Driver Braking Models · 2019 · Bianchi Piccinini, Giulio et al. · archived
  2114. Talking and driving: applications of crossmodal action reveal a special role for spatial language ↗ · 2011 · Atchley, Paul et al. · indexed
  2115. Estimation of Subjective Mental Work Load Level with Heart Rate Variability by Tolerance to Driver's Mental Load ↗ · 2011 · Yokoi, Toshiyuki et al. · indexed
  2116. Effects of a Computer-Based Training Module on Drivers’ Willingness to Engage in Distracting Activities ↗ · 2009 · Horrey, William J. et al. · indexed
  2117. Sleep {middle dot} 5: Driving and automobile crashes in patients with obstructive sleep apnoea/hypopnoea syndrome ↗ · 2004 · George, C. F. · indexed
  2118. Conversation Disrupts Visual Scanning of Traffic Scenes ↗ · 2001 · McCarley, Jason S. et al. · indexed
  2119. Driving and mobile phone use: Work addiction predicts hazardous but not excessive mobile phone use in a longitudinal study of young adults ↗ · 2024 · Kun, Bernadette et al. · indexed
  2120. Unraveling the Physiological Correlates of Mental Workload Variations in Tracking and Collision Prediction Tasks ↗ · 2022 · John, Alka Rachel et al. · indexed
  2121. EEG Theta Power Activity Reflects Workload among Army Combat Drivers: An Experimental Study · 2020 · Diaz-Piedra, Carolina et al. · archived
  2122. Distracted and confused?: Selective attention under load ↗ · 2005 · Lavie, Nilli · indexed
  2123. Sources of Stress and Boredom in Vigilance ↗ · 1998 · Scerbo, Mark W. · indexed
  2124. Effects of cabin thermal conditions and road type on driver workload and performance: A driving simulator study ↗ · 2026 · Lu, Biao et al. · indexed
  2125. Temporal Analysis of Cognitive Workload During Manual and Partial Driving Automation Based on the Detection Response Task ↗ · 2025 · Strayer, David L. · indexed
  2126. Investigating emotion fluctuations in driving behaviors of online car-hailing drivers using naturalistic driving data ↗ · 2024 · Ma, Yongfeng et al. · indexed
  2127. A 2-D Vigilance Estimation Method for High-Speed Rail Drivers With Multimodal Sensors ↗ · 2024 · Pan, Yufan et al. · indexed
  2128. Exploring schema-driven differences in situation awareness between road users: an on-road study of driver, cyclist and motorcyclist situation awareness ↗ · 2014 · Salmon, Paul M. et al. · indexed
  2129. Assessment of mental fatigue during car driving by using high resolution EEG activity and neurophysiologic indices ↗ · 2012 · Borghini, G. et al. · indexed
  2130. Modeling the Vigilance Decrement in a Two-Boundary Signal Detection Task ↗ · 2026 · Muñoz Gómez Andrade, Fernando et al. · indexed
  2131. Exploring Pilots' Mental Workload While Using an In‐Cabin Electronic Flight Bag for Aircraft Towing Taxi Operations ↗ · 2026 · Qin, Jiahao et al. · indexed
  2132. A Semantic Hybrid Temporal Approach for Detecting Driver Mental Fatigue ↗ · 2024 · Ansari, Shahzeb et al. · indexed
  2133. On Driver's Workload in Dangerous Scenes Based on EEG Data ↗ · 2020 · Tan, Jiyuan et al. · indexed
  2134. Novel Vehicle Motion Model considering Driver Behavior for Trajectory Prediction and Driving Risk Detection ↗ · 2014 · Peng, Liqun et al. · indexed
  2135. Effects of Visual and Cognitive Distraction on Lane Change Test Performance ↗ · 2007 · Engström, Johan et al. · indexed
  2136. Alcohol Experiments on Driving-Related Behavior: A Review of the 1972–1973 Literature–Alcohol Countermeasures Literature Review · 1974 · Perrine, M. W. · archived
  2137. Electrophysiological frequency domain analysis of driver passive fatigue under automated driving conditions · 2021 · Zhang, Yijing et al. · archived
  2138. Evaluation of mental workload during automobile driving using one-class support vector machine with eye movement data ↗ · 2020 · Chihara, Takanori et al. · indexed
  2139. Mind-Wandering and Driving: Comparing Thought Report and Individual Difference Measures · 2019 · Walker, Heather E K et al. · archived
  2140. Driver-Automation Shared Control: Modeling Driver Behavior by Taking Account of Reliance on Haptic Guidance Steering ↗ · 2018 · Wang, Zheng et al. · indexed
  2141. EFFECTS OF AUGMENTED SITUATIONAL AWARENESS ON DRIVER TRUST IN SEMI-AUTONOMOUS VEHICLE OPERATION · 2017 · Tilbury, Dawn M. · archived
  2142. 127 Attention, distraction, and crashes: working memory and texting while driving predict crashes in young novice drivers ↗ · 2017 · Walshe, Elizabeth A et al. · indexed
  2143. How does concreteness of instructuon influence on human drivers' lane keeping performance? ↗ · 2023 · HASEGAWA, Ryo et al. · indexed
  2144. Driver Behavior in an Emergency Situation in the Automated Highway System ↗ · 1999 · de Waard, Dick et al. · indexed
  2145. EXPLAINING YOUNG ADULTS' INVOLVEMENT IN ROAD ACCIDENTS: AN OVERVIEW OF RESEARCH ↗ · 1985 · Knapper, Christopher K. · indexed
  2146. Speed choice and speeding behavior on Indonesian highways: Extending the theory of planned behavior ↗ · 2021 · Qaid, Hanif et al. · indexed
  2147. A Personalizable Driver Steering Model Capable of Predicting Driver Behaviors in Vehicle Collision Avoidance Maneuvers ↗ · 2017 · Schnelle, Scott et al. · indexed
  2148. Interruption and Reorientation Effects of a Situation Awareness Probe on Driving Hazard Anticipation ↗ · 2004 · McGowan, Alastair et al. · indexed
  2149. Effect of Distraction Complexity on Driving Performance and Emergency Event Response ↗ · 2002 · Manser, Michael P. et al. · indexed
  2150. Trends in human reliability analysis ↗ · 1985 · RASMUSSEN, JENS · indexed
  2151. Understanding teleoperation: A human-centered framework for workplace design · 2025 · Nick, Alexandra et al. · archived
  2152. Correlation Between Traffic Locus of Control and Advanced Driver Assistance System (ADAS) Use ↗ · 2024 · Wei, Linzhuo et al. · indexed
  2153. Investigation of Multiple Resource Theory Design Principles on Robot Teleoperation and Workload Management ↗ · 2021 · Han, Zhao et al. · indexed
  2154. Adaptive Gain Theory Predicts Phasic Pupillary Dilations During Non-Critical Transitions of Control from Hands-Off L2 Driving Systems ↗ · 2025 · Goodridge, Courtney Michael et al. · indexed
  2155. A state of science on highly automated driving ↗ · 2018 · Navarro, Jordan · indexed
  2156. Understanding risk taking by young male drivers ↗ · 2005 · Styles, T et al. · indexed
  2157. From vision to action: Experiments and models of steering control during driving. ↗ · 2000 · Hildreth, Ellen C. et al. · indexed
  2158. Fatigue in Simulated Car Driving ↗ · 1972 · DUREMAN, By E. I. et al. · indexed
  2159. Loudness of In-Vehicle auditory Warnings: Sustained counteraction of task-related driver fatigue and individual differences in alertness maintenance ↗ · 2026 · Wu, Mengjiao et al. · indexed
  2160. Psychosocial work factors affecting safety incidents of long-distance bus drivers in Ghana: Mediating role of psychological well-being ↗ · 2024 · Amoadu, Mustapha et al. · indexed
  2161. The Role of Physiological Monitoring in the Implementation of Vehicle Automation ↗ · 2015 · Whitmore, Antony et al. · indexed
  2162. Human-Centered Challenges and Contribution for the Implementation of Automated Driving · 2011 · van den Beukel, Arie P. et al. · archived
  2163. Operator functional state : the assessment and prediction of human performance degradation in complex tasks ↗ · 2003 · Hockey, G. Robert J. et al. · indexed
  2164. Effects of the road environment on the development of driver sleepiness in young male drivers ↗ · 2018 · Ahlström, Christer et al. · indexed
  2165. How to drive drivers nuts: effect of auditory, vibrotactile, and multimodal warnings on perceived urgency, annoyance, and acceptability ↗ · 2017 · Biondi, FN et al. · indexed
  2166. Time Sharing Between Robotics and Process Control ↗ · 2016 · Wickens, Christopher D. et al. · indexed
  2167. Time-Sharing of a Visual In-Vehicle Task While Driving: The Effects of Four Key Constructs ↗ · 2003 · Tsimhoni, Omer et al. · indexed
  2168. The Multisensory Driver: Implications for Ergonomic Car Interface Design ↗ · 2012 · Ho, Cristy et al. · indexed
  2169. A non-intrusive multivariate analysis for monitoring inattentive driving based on physiological signals, driver inputs and visual features: A hybrid deep learning approach ↗ · 2023 · Elassad, Dauha Elamrani Abou et al. · indexed
  2170. The Effects of Situational Demands on Gaze, Speech and Gesture Input in the Vehicle ↗ · 2017 · Roider, Florian et al. · indexed
  2171. CGVA: Cognitive Guided Visual Attention Selection in Traffic Driving Environment ↗ · 2025 · Chen, Renjie et al. · indexed
  2172. Investigating the intra-driver heterogeneity in car following behaviour based on large-scale naturalistic driving study ↗ · 2023 · Rao, Hongyu et al. · indexed
  2173. How do Environmental Factors Affect Drivers' Gaze and Head Movements? · 2021 · Tavakoli, Arash et al. · archived
  2174. Effects of platooning on signal-detection performance, workload, and stress: A driving simulator study ↗ · 2016 · Heikoop, Daniël D. et al. · indexed
  2175. Human-centered feed-forward control of a vehicle steering system based on a driver's steering model ↗ · 2015 · Wang, Wenshuo et al. · indexed
  2176. The Study of Driver Distraction Characteristic Detection Technology ↗ · 2010 · Zhiqiang, Liu et al. · indexed
  2177. Visual Attention and Older Drivers: The Contribution of Inhibition of Return to Safe Driving ↗ · 2006 · Bédard, Michel et al. · indexed
  2178. A Multi-Facets Analysis of the Driver Status by EEG and Fuzzy Hardware Processing ↗ · 2006 · Faro, A. et al. · indexed
  2179. The role of visual attention in predicting driving impairment in older adults. ↗ · 2005 · Hoffman, Lesa et al. · indexed
  2180. Development of models for on-board detection of driver impairment ↗ · 1987 · Dingus, Thomas A. et al. · indexed
  2181. Modeling the Vigilance Decrement in a Two-Boundary Signal Detection Task ↗ · 2026 · Hankey, Kayla R. et al. · indexed
  2182. The Exploratory Advanced Research Program Fact Sheet: Safer, More Reliable Transportation With Behavioral Economics: Cellphone Use and Managed Lane Choice · 2020 · NHTSA · archived
  2183. A holistic approach for modeling and verification of human driver behavior ↗ · 2015 · Bouhoute, Afaf et al. · indexed
  2184. Human factors implications of vehicle automation: Current understanding and future directions · 2014 · Merat, Natasha et al. · archived
  2185. Modeling gaze priorities in driving ↗ · 2010 · Sullivan, B. et al. · indexed
  2186. Comparing the driving performance of average and older drivers: The effect of surrogate in-vehicle information systems · 2005 · Merat, Natasha et al. · archived
  2187. Driving errors, driving violations and accident involvement ↗ · 1995 · Parker, Dianne et al. · indexed
  2188. Driver training: a perceptual-motor skill approach ↗ · 1982 · Lewin, Isaac · indexed
  2189. Driver Attention Region Prediction Based on Multi-Attention Mechanism Multi-Scale Fusion Network ↗ · 2026 · Chen, Yunxing et al. · indexed
  2190. Do automation and digitalization distract drivers? A systematic review ↗ · 2025 · Vijay, Neelima C. et al. · indexed
  2191. EFFNet-CA: An Efficient Driver Distraction Detection Based on Multiscale Features Extractions and Channel Attention Mechanism ↗ · 2023 · Khan, Taimoor et al. · indexed
  2192. A Bit of Decline ↗ · 2011 · Gerritsen, David et al. · indexed
  2193. Preliminary Investigation on Vicarious Observation of Mental Workload ↗ · 2024 · Prasetyo, Ridwan Aji Budi · indexed
  2194. Preface to the special section on measuring cognitive workload in human factors ↗ · 2021 · Biondi, FN et al. · indexed
  2195. Distractive Tasks and the Influence of Driver Attributes ↗ · 2021 · Soares, Sónia et al. · indexed
  2196. The Effect of Passenger Interaction on Situation Awareness and Driving Performance in Sleep-Deprived Condition ↗ · 2019 · Rizalmi, Sigit Rahmat et al. · indexed
  2197. Using response time modeling to understand the sources of dual-task interference in a dynamic environment. · 2019 · Strayer, David L. et al. · archived
  2198. Performance and workload trends: The effects of repeated exposure to "high" demand tasks · 2018 · Wheatley, CL et al. · archived
  2199. Effect of emotional speech tone on driving from lab to road ↗ · 2010 · Hsieh, Li et al. · indexed
  2200. Literature review of driving fatigue research based on bibliometric analysis ↗ · 2024 · Guo, Fengxiang et al. · indexed
  2201. An approach to situation awareness (SA) assessment in flight simulation: SA dynamic circulation (SADC) model ↗ · 2021 · Feng, Chuanyan et al. · indexed
  2202. Driver Attention And The Built Environment Initial, Findings From A Naturalistic Driving Study ↗ · 2021 · Tice, Patricia et al. · indexed
  2203. A Two-Layer Risky Driver Recognition Model With Context Awareness ↗ · 2021 · Wang, Ke et al. · indexed
  2204. Modelling Acceptance of Driver Assistance Systems: Application of the Unified Theory of Acceptance and Use of Technology ↗ · 2018 · Adell, Emeli et al. · indexed
  2205. Distraction-induced driving error: An on-road examination of the errors made by distracted and undistracted drivers ↗ · 2012 · Young, Kristie L. et al. · indexed
  2206. Road Environment and Driver Fatigue ↗ · 2005 · Oron-Gilad, Tal et al. · indexed
  2207. Modeling Drivers in Route Diversion Behavior During Congestion: A Pilot Study · 2025 · Fuller, James David et al. · archived
  2208. Driving Frequency Modulates Correlations Between Executive Functions and Driving Performance: A Driving Simulator Study ↗ · 2023 · Lo, Yu-Hui et al. · indexed
  2209. What makes a good driver on public roads and race tracks? An interview study ↗ · 2021 · Doubek, Fabian et al. · indexed
  2210. Drivers’ misjudgement of vigilance state during prolonged monotonous daytime driving ↗ · 2009 · Schmidt, Eike A. et al. · indexed
  2211. Human-Like Attention Allocation for AV Car-Following Control in Lane-Changing Interactions ↗ · 2026 · Luo, Ying et al. · indexed
  2212. Analysis of mobile phone use engagement during naturalistic driving through explainable imbalanced machine learning ↗ · 2023 · Ziakopoulos, Apostolos et al. · indexed
  2213. Trends, relationship, and model of selected service sector workers in Malaysia: Physiological responses of mental workload and mental fatigue during performing real-time tasks · 2023 · Malaysia, Universiti Putra et al. · archived
  2214. A Neuroergonomics Approach to Mental Workload, Engagement and Human Performance ↗ · 2020 · Dehais, Frédéric et al. · indexed
  2215. Structural equations modelling of drivers' speed selection using environmental, driver, and risk factors ↗ · 2017 · Sadia, Reut et al. · indexed
  2216. Models of Human Decision-Making as Tools for Estimating and Optimizing Impacts of Vehicle Automation ↗ · 2018 · Markkula, Gustav et al. · indexed
  2217. Optical Information for Car Following: The Driving by Visual Angle (DVA) Model ↗ · 2007 · Andersen, George J. et al. · indexed
  2218. What attracts attention when driving? ↗ · 1986 · Hughes, P. K. et al. · indexed
  2219. Enhanced Generalization Performance in Deep Learning for Monitoring Driver Distraction: A Systematic Review ↗ · 2024 · Joel John M. et al. · indexed
  2220. FATCM: Frequency-Aware Temporal Convolution Model for Driver Risk Responsiveness Detection Based on EEG ↗ · 2024 · Zhang, Wenqi et al. · indexed
  2221. Time domain EEG analysis for evaluating the effects of driver's mental work load during simulated driving ↗ · 2017 · Kim, Jong-Pil et al. · indexed
  2222. Road Traffic Injuries among Young Drivers in Oman ↗ · 2014 · Al-Reesi, Hamed et al. · indexed
  2223. Pilot and controller workload and situation awareness with three traffic management concepts ↗ · 2010 · Vu, Kim-Phuong L. et al. · indexed
  2224. Driver inattention, driver distraction and traffic crashes ↗ · 2003 · Stutts, J C et al. · indexed
  2225. Matching Traffic Safety Strategies to Youth Characteristics: A Literature Review of Cognitive Development · 1998 · Eby, David W et al. · archived
  2226. Safety improvements and driver perception ↗ · 1986 · Mahalel, David et al. · indexed
  2227. How does a driver feel behind the wheel? An exploratory study of drivers’ emotions and the effect of their sociodemographic background ↗ · 2023 · Sheikholeslami, Sina et al. · indexed
  2228. Fundamental examination of mental workload in the rail industry ↗ · 2005 · Pickup, Laura et al. · indexed
  2229. Physiologically Grounded Driver Behavior Classification: SHAP-Driven Elite Feature Selection and Hybrid Gradient Boosting for Multimodal Physiological Signals ↗ · 2026 · Askari, Sahar et al. · indexed
  2230. Understanding User Needs in Automated Vehicle Explanations: A Qualitative Approach · 2025 · Zhang, Qiaoning · archived
  2231. A Benchmarking of the Integrated Train Driver Performance Model ↗ · 2018 · Azlis-Sani, Jalil et al. · indexed
  2232. Multifactor interactions and the air traffic controller: The interaction of situation awareness and workload in association with automation ↗ · 2016 · Edwards, T. et al. · indexed
  2233. Differential Effects of Focal and Ambient Visual Processing Demands on Driving Performance ↗ · 2009 · Lenneman, John K et al. · indexed
  2234. Smartphone Addiction and Simulated Driving Safety Without Active Phone Use: A High-Fidelity Simulator Study of Attention, Vehicle Control, and Workload ↗ · 2026 · Salimipormehr, Pegah et al. · indexed
  2235. Effectiveness and Workload Reduction Model of Hands-off Function in Driver Assistance System · 2022 · TSUKADA, Takemi et al. · archived
  2236. Improving Drivers’ Hazard Perception and Performance Using a Less Visually-Demanding Interface ↗ · 2020 · Cohen-Lazry, Guy et al. · indexed
  2237. The relationships between organizational and individual variables to on-the-job driver accidents and accident-free kilometres ↗ · 2004 · Caird, JK et al. · indexed
  2238. Neuropsychological Correlates of Duration of Glances at Secondary Tasks While Driving ↗ · 1998 · Haikonen, Sari et al. · indexed
  2239. Real-World Evaluation of Driver Cognitive Load Across Traffic Conditions Using Biometric Signals ↗ · 2025 · Nava, Alicia et al. · indexed
  2240. Measuring Driver Electrodermal Activity when Exposed to HMIs Conveying Uncertainty in Conditional Automated Driving ↗ · 2025 · Pardo, Jorge et al. · indexed
  2241. Assessing the effectiveness of psychoeducational interventions on driving behavior: A systematic review and meta-analysis ↗ · 2024 · Tirla, Lorena et al. · indexed
  2242. A Multimodal Interaction Experience Design Approach for Negative Emotional Driving Situations ↗ · 2022 · Wang, Weiwei et al. · indexed
  2243. Trait Anger Cause Risky Driving Behavior by Influencing Executive Function and Hazard Cognition ↗ · 2021 · Yu, Zhenhao et al. · indexed
  2244. Driver prototypes and behavioral willingness: Young driver risk perception and reported engagement in risky driving ↗ · 2018 · Harbeck, Emma L. et al. · indexed
  2245. Risk factors of mobile phone use while driving in Queensland: Prevalence, attitudes, crash risk perception, and task-management strategies ↗ · 2017 · Oviedo-Trespalacios, Oscar et al. · indexed
  2246. A Three-Dimensional Musculoskeletal Driver Model to Study Steering Tasks ↗ · 2013 · Mehrabi, Naser et al. · indexed
  2247. Driver Behavior and Situation Aware Brake Assistance for Intelligent Vehicles ↗ · 2009 · McCall, J. C. et al. · indexed
  2248. Impact of physical disengagement on driver alertness: implications for precursors of a fully automated highway system ↗ · 2002 · Hogan, R.M. · indexed
  2249. The Geometric Scale of an Urban Space—Neuro-perceptual Limitations for Face-to-Face Driver Behavior ↗ · 2024 · Tice, Patricia C. et al. · indexed
  2250. Automatic Dangerous Driving Intensity Analysis for Advanced Driver Assistance Systems From Multimodal Driving Signals ↗ · 2018 · Yin, Jia-Li et al. · indexed
  2251. Boredom and Distraction in Multiple Unmanned Vehicle Supervisory Control ↗ · 2013 · Cummings, M.L. et al. · indexed
  2252. Keep your hands on the wheel: The effect of driver supervision strategy on change detection, mind wandering, and gaze behavior ↗ · 2023 · Amre, Shruti M. et al. · indexed
  2253. Investigating Driver Sympathetic Arousal under Short-term Loads and Acute Stress Events ↗ · 2016 · Yang, Shiyan et al. · indexed
  2254. A Physiology-based Driver Readiness Estimation Model for Tuning ISO 26262 Controllability ↗ · 2020 · Mariajoseph, Moses et al. · indexed
  2255. Real-Time Effects of Age-Related Cognitive Dysfunction on Driver Vehicle Control ↗ · 2019 · Merickel, Jennifer et al. · indexed
  2256. Attitudinal segmentaion of drivers in Pakistan: The potential for effective road safety campaigns · 2018 · Batool, Zahara et al. · archived
  2257. Simultaneous Recording of EEGs and Eye-Tracking for Investigating Situation Awareness and Working Memory Load in Distracted Driving: A Prospective Analysis Toward the Neuro-Driving Framework ↗ · 2015 · Mayu, Ichiki et al. · indexed
  2258. DISSOCIABLE ASPECTS OF MENTAL WORKLOAD: EXAMINATIONS OF THE P300 ERP COMPONENT AND PERFORMANCE ASSESSMENTS · 2005 · BALDWIN, Carryl L. et al. · archived
  2259. RDAS: A Shared Control Strategy Considering Real-Time Driving Ability in Driver Takeover Tasks ↗ · 2026 · Qi, Zhenliang et al. · indexed
  2260. Exploring Physiological Markers of Driver Workload in Response to Road Geometry: A Preliminary Investigation ↗ · 2025 · Bosurgi, Gaetano et al. · indexed
  2261. Air traffic controllers communication analysis as a proxy of task demand and mental workload: Using voice recording markers for safety critical task ↗ · 2025 · Muñoz-de-Escalona, Enrique et al. · indexed
  2262. Research on the Behavior Influence Mechanism of Users’ Continuous Usage of Autonomous Driving Systems Based on the Extended Technology Acceptance Model and External Factors ↗ · 2024 · Mu, Juncheng et al. · indexed
  2263. The effects of cognitive distraction on behavioural, oculomotor and electrophysiological metrics during a driving hazard perception task ↗ · 2020 · Savage, Steven W. et al. · indexed
  2264. Study on Senile Driver Situational Awareness Model ↗ · 2018 · Ma, Yanyang et al. · indexed
  2265. The emotional side of cognitive distraction: Implications for road safety ↗ · 2013 · Chan, Michelle et al. · indexed
  2266. Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness ↗ · 2012 · Borghini, Gianluca et al. · indexed
  2267. Redes atencionales y sistema visual selectivo ↗ · 2006 · Moreno, Alejandro Castillo et al. · indexed
  2268. A manoeuvre indicator and ensemble learning-based risky driver recognition approach for highway merging areas ↗ · 2024 · Liu, Xingliang et al. · indexed
  2269. Effects of Automation Reliability on Driver Vigilance ↗ · 2024 · Millard, Ashley S. et al. · indexed
  2270. Proactive vs. reactive car driving: EEG evidence for different driving strategies of older drivers · 2018 · Karthaus, Melanie et al. · archived
  2271. Using Retrospective Verbal Protocols to Explore Driver Behaviour in Emergencies ↗ · 2017 · Banks, Victoria A. et al. · indexed
  2272. Evaluation of driver-behavior models in real-world car-following task ↗ · 2009 · Angkititrakul, Pongtep et al. · indexed
  2273. Drivers’ Safety Perception in Autonomous Vehicle Road Sharing: A Knowledge-Segmented TPB and Ordered Logit Analysis ↗ · 2026 · Tang, Boxin et al. · indexed
  2274. Analysis of driver characteristics, self-reported psychology measures and driving performance measures associated with aggressive driving ↗ · 2023 · Hassan, Ahmad et al. · indexed
  2275. Enhanced Driver Safety with Advanced Vision Systems ↗ · 2018 · Howard, Dwight · indexed
  2276. Identification and Modeling of Driver Multiloop Feedback and Preview Steering Control ↗ · 2018 · Van Der El, Kasper et al. · indexed
  2277. Monitoring Driver States in an Adaptive Approach to In-Vehicle Risk-Level Communication ↗ · 2011 · Breugelmans, Jeffrey et al. · indexed
  2278. Attending to the peripheral world while driving ↗ · 2002 · Crundall, David et al. · indexed
  2279. A fuzzy-based system for decision of driver mental status and its performance evaluation ↗ · 2025 · Liu, Yi · indexed
  2280. Human-System Interaction Analysis for Military Pilot Activity and Mental Workload Determination ↗ · 2015 · Schulte, Axel et al. · indexed
  2281. Design and evaluation of an advanced driver assistance system: the case of auto-adaptive cruise control · 2006 · Tricot, N. et al. · archived
  2282. Designing for Trust and Situational Awareness in Automated Vehicles: Effects of Information Type and Error Type ↗ · 2023 · Ding, Yaohan et al. · indexed
  2283. Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task ↗ · 2022 · Aygun, Ayca et al. · indexed
  2284. Validating human driver models for interaction-aware automated vehicle controllers: A human factors approach. · 2021 · Abbink, David A. · archived
  2285. A framework for modelling driving knowledge ↗ · 2017 · Bellet, Thierry et al. · indexed
  2286. Context-Aware Driver Behavior Detection System in Intelligent Transportation Systems ↗ · 2013 · Al-Sultan, Saif et al. · indexed
  2287. Main sequence: An index for detecting mental workload variation in complex tasks ↗ · 2011 · Di Stasi, Leandro Luigi et al. · indexed
  2288. Effects of physical workload on cognitive task performance and situation awareness ↗ · 2006 · Perry, Carlene M. et al. · indexed
  2289. Drinking and driving: Intentions, attitudes, and social norms of Swedish male drivers ↗ · 1993 · Åberg, Lars · indexed
  2290. Understanding Automation Surprise in Non-Critical Highly Automated Driving: An Initial On-Road Probing Study · 2024 · Dong, Haoyu et al. · archived
  2291. Gap acceptance behavior at unsignalized intersections: Effects of using a phone and a music player while driving ↗ · 2019 · Choudhary, Pushpa et al. · indexed
  2292. A Transactional Model of Driver Stress ↗ · 2000 · Matthews, Gerald · indexed
  2293. Steering behavior model of drivers on driving simulator through visual information ↗ · 2016 · Suzaki, Tomohito et al. · indexed
  2294. How much time do drivers need to obtain situation awareness? A laboratory-based study of automated driving ↗ · 2016 · Lu, Zhenji et al. · indexed
  2295. Safety Driving Decision-Making of the AVCSS ↗ · 2008 · Yong, Luo et al. · indexed
  2296. Evaluation of 16 Measures of Mental Workload using a Simulated Flight Task Emphasizing Mediational Activity ↗ · 1985 · Wierwille, Walter W. et al. · indexed
  2297. Influence of sexual appeal in roadside advertising on drivers' attention and driving behavior. · 2019 · Maliszewski, Norbert et al. · archived
  2298. Design considerations for future affective automotive interfaces: a review of self-regulation strategies to manage affect behind the wheel ↗ · 2024 · Lohani, Monika et al. · indexed
  2299. Modeling distracted performance · 2019 · Hawkins, Guy E. et al. · archived
  2300. Mental Models of Eco-Driving: Comparison of Driving Styles in a Simulator · 2019 · Pampel, Sanna et al. · archived
  2301. A comparison of the Factors Influencing the Safety of Work-Related Drivers in Work and Personal Vehicles ↗ · 2002 · Newnam, Sharon et al. · indexed
  2302. Advanced Driver Assistance Systems and Emotion-based Driver Behavior · 2025 · Waters, Anthony et al. · archived
  2303. Cognitive Modeling of Remote-manual and Voice Controls for In-vehicle Human-automation Systems ↗ · 2018 · Jeong, Heejin et al. · indexed
  2304. Cognitive models of unmanned aerial vehicle operators ↗ · 2014 · Heathcote, Andrew et al. · indexed
  2305. Is conditionally automated driving a bad idea? Observations from an on-road study in automated vehicles with multiple levels of driving automation · 2025 · Kim, Soyeon et al. · archived
  2306. The effects of a dual task on gaze behavior examined during a simulated flight in low-time pilots · 2024 · Ayala, Naila et al. · archived
  2307. Interaction Design of Closed Dark Cabin Driving Interface based on Situation Awareness · 2023 · Gong, Xiaodong et al. · archived
  2308. Logistic Regression Approach to Predicting Truck Driver Turnover ↗ · 2014 · Nadler, S. Scott et al. · indexed
  2309. From Car Affinity to Risk Awareness: Understanding Driver Profiles and Shifts in Fatal Five Concerns across West Yorkshire, UK ↗ · 2026 · Ozturk, Ibrahim et al. · indexed
  2310. Drivers’ perception of highway work zone risks ↗ · 2023 · Shahin, Fadi et al. · indexed
  2311. Detection of driver fatigue driving behaviour based on deep learning algorithm from the perspective of traffic psychology ↗ · 2022 · Fan, Yan · indexed
  2312. Towards real-time detection of cognitive effort in driving: contribution of a cardiac measurement ↗ · 2017 · Jallais, Christophe et al. · indexed
  2313. Effects of situation complexity and driving experience on performance through subjective and objective tension ↗ · 2014 · Paxion, Julie et al. · indexed
  2314. Monitoring, managing, and motivating driver safety and well-being ↗ · 2011 · Coughlin, Joseph F. et al. · indexed
  2315. The Impact of Time Efficacy on Air Traffic Controller Situation Awareness and Mental Workload · 2009 · Yang, Jiazhong et al. · archived
  2316. Don't blame me I am only the driver ↗ · 2004 · Jonsson, Ing-Marie et al. · indexed
  2317. LEARNING FROM LEARNING : PRINCIPLES FOR SUPPORTING DRIVERS ↗ · 1991 · Groeger, John A. · indexed
  2318. The Influence of Personality, Driver Stress and Driver Behavior as Mediator on Road Accident among bus Driver in Riau Province Indonesia ↗ · 2016 · Fikri, Fikri et al. · indexed
  2319. Distraction and task engagement: How interesting and boring information impact driving performance and subjective and physiological responses ↗ · 2016 · Horrey, William J. et al. · indexed
  2320. A Study on Preparing Measures for Reducing Aggressive Driving and Road Rage by Analysing Mechanism of How the Driving Behavior Determinants and Dangerous Driving Behavior Factors Affect Aggressive Driving and Road Rage: Targeting Traffic Law Violator and Assaulter of a Traffic Accident ↗ · 2016 · KIM, Soo Jin et al. · indexed
  2321. Drinking and Driving Behavior: Main Study Under the Theory of Planned Behavior ↗ · 2025 · Costa, Samuel Morgan Teixeira et al. · indexed
  2322. A method of driver distraction evaluation using fuzzy logic: Phone usage as a driver's secondary activity: Case study ↗ · 2017 · Aksjonov, Andrei et al. · indexed
  2323. Tactical driver behavior prediction and intent inference: A review ↗ · 2011 · Doshi, Anup et al. · indexed
  2324. Active Listening Impairs Visual Perception and Selectivity: An ERP Study of Auditory Dual-task Costs on Visual Attention ↗ · 2011 · Gherri, Elena et al. · indexed
  2325. Safe driving in a green world: A review of driver performance benchmarks and technologies to support ‘smart’ driving · 2010 · Young, Mark S. et al. · archived
  2326. Cognitive load and detection thresholds in car following situations: safety implications for using mobile (cellular) telephones while driving ↗ · 1999 · Lamble, Dave et al. · indexed
  2327. Driver Distraction Recognition Based on the Information Bottleneck Theory and Graph Convolutional Networks ↗ · 2025 · Zhang, Ji et al. · indexed
  2328. Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques · 2024 · Furht, Borko · archived
  2329. MODEL OF ACTIVITY OF A CANDIDATE FOR DRIVERS IN THE SYSTEM «CADET-CAR-ROAD-TRAFFIC ENVIRONMENT» ↗ · 2021 · Еvgeny Viktorovich, Ageev et al. · indexed
  2330. The Thresholds of Greening Unit Serving Set as an Arousal Task Based on EEG and Eye Movement · 2021 · ZHANG, Yu-Le et al. · archived
  2331. What the drivers do and do not tell you: using verbal protocol analysis to investigate driver behaviour in emergency situations ↗ · 2014 · Banks, Victoria A. et al. · indexed
  2332. Driver behavior at freeway-ramp merging areas based on instrumented vehicle observations ↗ · 2012 · Kondyli, Alexandra et al. · indexed
  2333. The Attentive Co-Pilot: Towards a Proactive Biologically-Inspired Advanced Driver Assistance System ↗ · 2011 · Michalke, T. et al. · indexed
  2334. Training benefits driver behaviour while using automation with an attention monitoring system ↗ · 2024 · DeGuzman, Chelsea A. et al. · indexed
  2335. Hill function of oxyhemoglobin saturation quantifies power law parameters of subjective mental workload · 2024 · Fürstenau, Norbert · archived
  2336. Measuring Cognitive Workload of Novice Law Enforcement Officers in a Naturalistic Driving Study ↗ · 2022 · Wozniak, David et al. · indexed
  2337. Exploring Residual Capacity ↗ · 2020 · Rosa, Eduardo et al. · indexed
  2338. Saccadic Peak Velocity Sensitivity to Variations in Mental Workload ↗ · 2010 · Di Stasi, Leandro L. et al. · indexed
  2339. Driven to Distraction: Dual-Task Studies of Simulated Driving and Conversing on a Cellular Telephone ↗ · 2001 · Strayer, David L. et al. · indexed
  2340. Fatigue and Stress in Driving ↗ · 1994 · Howard, Andrew et al. · indexed
  2341. Context-Sensitive Auditory Takeover Warning Under Weather and Scenario Demands: A Driving-Simulator Study with Eye-Tracking Evidence ↗ · 2026 · Zhou, Hongmei et al. · indexed
  2342. The risk of road traffic crashes for occupational drivers: A responsibility study with comparison to the general population · 2024 · Guibert, Nicolas et al. · archived
  2343. Explainable Driver Activity Recognition Using Video Transformer in Highly Automated Vehicle ↗ · 2023 · Sonth, Akash et al. · indexed
  2344. Examining the effects of an eco-driving message on driver distraction ↗ · 2013 · Rouzikhah, Hossein et al. · indexed
  2345. Impact of Relevance and Distraction on Driving Performance and Visual Attention in a Simulated Driving Environment ↗ · 2013 · Garrison, Teena M. et al. · indexed
  2346. Interactions Among Target Salience, Eccentricity, Target Expectancy and Workload in an Alert Detection Task ↗ · 2011 · Steelman, Kelly S. et al. · indexed
  2347. The Effect of Stimulus Modality on Signal Detection: Implications for Assessing the Safety of In-Vehicle Technology ↗ · 2008 · Merat, Natasha et al. · indexed
  2348. Processing Demands, Effort, and Individual Differences in Four Different Vigilance Tasks ↗ · 1989 · Koelega, Harry S. et al. · indexed
  2349. A novel approach for the EEG-driven assessment of divided attention through mutual information theory: A case study at the wheel ↗ · 2026 · Ronca, Vincenzo et al. · indexed
  2350. Theory-Based Antecedents of Stopping Texting While Driving Among College Students for Injury Prevention: A Cross-Sectional Study. · 2025 · Sharma, Manoj et al. · archived
  2351. Sequential In-Vehicle Glance Analysis of Attention Maintenance Behavior for Trained and Untrained Young Drivers ↗ · 2017 · Bıçaksız, Pinar et al. · indexed
  2352. Influence of mental workload on reaction time while driving a car · 2005 · MAKISHITA, Hiroshi et al. · archived
  2353. Identification of a Driver Steering Model, and Model Uncertainty, From Driving Simulator Data ↗ · 2001 · Chen, Liang-Kuang et al. · indexed
  2354. The Path to Driving Aggression and Crash Risk: The Role of Metacognition and Anger Rumination in Anger Expression Among Chinese Drivers ↗ · 2025 · Zhai, Chenzhao et al. · indexed
  2355. Explanation Needs in Automated Driving: Insights from German Driving Education and Vehicle Acquisition ↗ · 2024 · Manger, Carina et al. · indexed
  2356. Do drivers change their manual car-following behaviour after automated car-following? · 2020 · Louw, Tyron et al. · archived
  2357. The Effects of Task Load and Vehicle Heterogeneity on Performance in the Multiple-Vehicle Tracking Task ↗ · 2015 · Lochner, Martin J et al. · indexed
  2358. Auditory neural correlates and neuroergonomics of driving assistance in a simulated virtual environment ↗ · 2023 · Baqapuri, Halim I et al. · indexed
  2359. Real-Time Prediction of Short Time Scale Fluctuations in Cognitive Workload ↗ · 2021 · Boehm, Udo et al. · indexed
  2360. Prefrontal Cortex Activation and Young Driver Behaviour: A fNIRS Study · 2016 · Foy, Hannah J. et al. · archived
  2361. Driving Behaviors and On-Duty Road Accidents: A French Case-Control Study ↗ · 2013 · Fort, Emmanuel et al. · indexed
  2362. Intelligent Modeling of Human Driver: A Survey ↗ · 2007 · Delice, İsmail İlker et al. · indexed
  2363. Computer Modeling of Operator Mental Workload and Situational Awareness in Simulated Air-to-Ground Combat: An Assessment of Predictive Validity ↗ · 1998 · See, Judi E. et al. · indexed
  2364. Recognition of drivers' mental workload in simulated driving using EEG signals from different brain regions and machine learning algorithms ↗ · 2025 · Huang, Jiaqi et al. · indexed
  2365. Heart rate dynamics for cognitive load estimation in a driving simulation task · 2024 · Arutyunova, Karina Rollandovna et al. · archived
  2366. Driving-Related Cognitive Abilities Prediction Based on Transformer’s Multimodal Fusion Framework ↗ · 2024 · Li, Yifan et al. · indexed
  2367. Neurophysiological correlates of age differences in driving behavior during concurrent subtask performance ↗ · 2021 · Stojan, Robert et al. · indexed
  2368. Trade-offs in traffic: does being mainly a car driver or a cyclist affect adaptive behaviour while driving and cycling? · 2020 · Nygårdhs, Sara et al. · archived
  2369. Is Three a Crowd? How Compatible Is the Situation Awareness of Drivers, Motorcyclists and Cyclists? ↗ · 2018 · Salmon, Paul M. et al. · indexed
  2370. Genesis Pilot Human Factors Test, Human Factors Evaluation Of Driver Multitasking And Message Formats, Final Report · 1996 · NHTSA · archived
  2371. Impact of L2 automated systems on hazard anticipation and mitigation behavior of young drivers with varying levels of Attention Deficit Hyperactivity Disorder symptomatology ↗ · 2021 · Ebadi, Yalda et al. · indexed
  2372. High-Resolution Neural Network for Driver Visual Attention Prediction ↗ · 2020 · Kang, Byeongkeun et al. · indexed
  2373. Multiple Resource Theory and Consumer Processing of Broadcast Advertisements: An Involvement Perspective ↗ · 1991 · Smith, Robert E. et al. · indexed
  2374. CRNet: A Driver Distraction Detection Model Based on Cascaded ResNet Networks and Attention Mechanisms ↗ · 2025 · Qin, Binbin · indexed
  2375. Who is performing the driving tasks after interventions? Investigating drivers' understanding of mode transition logic in automated vehicles ↗ · 2024 · Kim, Soyeon et al. · indexed
  2376. Use of vehicle behavior for supporting driver’s situation awareness on the automated driving ↗ · 2016 · ISHIDA, Wakana et al. · indexed
  2377. Using Multilevel Hidden Markov Models to Understand Driver Hazard Avoidance during the Takeover Process in Conditionally Automated Vehicles · 2023 · Wang, Manhua et al. · archived
  2378. A Theory-Based Approach to the Development and Evaluation of Public Education Messages Aimed at Social Interactive Technology Use on Smartphones among Young Drivers · 2017 · Gauld, Cassandra · archived
  2379. The dynamic interplay between tonic and phasic arousal shapes attention to optimize performance ↗ · 2024 · Grandjean, Aurélie et al. · indexed
  2380. Using Situation Awareness and Workload to Predict Performance in Submarine Track Management: A Multilevel Approach ↗ · 2018 · Loft, Shayne et al. · indexed
  2381. Getting drivers to do the right thing: a review of the potential for safely reducing energy consumption through design ↗ · 2014 · McIlroy, Rich C. et al. · indexed
  2382. Driving Performance and Driver Workload at High Speeds: Results from On-Road and Test Track Studies ↗ · 2010 · Chrysler, Susan T. et al. · indexed
  2383. Assessment of speech dialog systems using multi-modal cognitive load analysis and driving performance metrics ↗ · 2009 · Kleinschmidt, Tristan et al. · indexed
  2384. Does anticipation training affect drivers' risk taking? ↗ · 2006 · McKenna, Frank P. et al. · indexed
  2385. Psychophysiological Measures of Driver Distraction and Workload While Intoxicated ↗ · 2005 · Rakauskas, Michael E et al. · indexed
  2386. Cognitive and Perceptual Factors in Aging and Driving Performance · 2001 · Rinalducci, Edward J et al. · archived
  2387. The vigilance decrement: its first 75 years · 2025 · Klein, Raymond M. et al. · archived
  2388. Driving through the Concept Gridlock: Unraveling Explainability Bottlenecks in Automated Driving ↗ · 2024 · Echterhoff, Jessica et al. · indexed
  2389. Illuminating Safety: Can Light Cues Enhance Situation Awareness During Take-Overs in Conditional Automated Driving? ↗ · 2024 · Kuhlmann, Kerstin et al. · indexed
  2390. Consistency of neuropsychological and driving simulator assessment after neurological impairment ↗ · 2020 · Cizman Staba, Ursa et al. · indexed
  2391. The Relationship between Norms and Risky Driving Behavior: A Systematic Review ↗ · 2020 · HARITH, Siti Hawa et al. · indexed
  2392. Steering Control Characteristics of Human Driver Coupled with an Articulated Commercial Vehicle ↗ · 2014 · Taheri, Siavash · indexed
  2393. Intelligent Monitoring and Adaptive Competence Assignment for Driver and Vehicle ↗ · 2007 · Mueller, Fabian et al. · indexed
  2394. Models of automation proportion in human-in-the-loop systems and operator situation awareness responses ↗ · 2025 · Liu, Y. et al. · indexed
  2395. Prediction of driver alertness levels on mountain roads using machine learning models: A naturalistic driving study in China ↗ · 2025 · Liu, Tong et al. · indexed
  2396. Pilot Test for the Relationship between Drivers’ Hazard Perception Ability and Cognitive Traits of Empathizing-Systemizing ↗ · 2019 · Danno, Mikio · indexed
  2397. Multinomial Logistic Regression Model for Predicting Driver's Drowsiness Using Behavioral Measures ↗ · 2015 · Murata, Atsuo et al. · indexed
  2398. Respiration and Heart Rate Modulation Due to Competing Cognitive Tasks While Driving ↗ · 2019 · Hidalgo-Muñoz, Antonio R. et al. · indexed
  2399. A machine learning model to predict the severity of road traffic injury based on aberrant driving behaviors and driver characteristics ↗ · 2026 · Abdolrazaghi, Alireza et al. · indexed
  2400. Together Distracted? The Effect of Driver-Passenger Collaboration on Workload, Glance Behavior, and Driving Performance ↗ · 2022 · Berger, Melanie et al. · indexed
  2401. Mental Models of Driver Monitoring Systems: Perceptions of Monitoring Capabilities in an Online, U.S.-based Sample ↗ · 2022 · Nees, Michael A. et al. · indexed
  2402. Effect of Listening to Music as a Function of Driving Complexity: A Simulator Study on the Differing Effects of Music on Different Driving Tasks ↗ · 2015 · Wang, Dong-Yuan Debbie et al. · indexed
  2403. Moving attention from the road: A new methodology for the driver distraction evaluation using machine learning approaches ↗ · 2009 · Tango, Fabio et al. · indexed
  2404. Metacognitive Strategy Training Improves Driving Situation Awareness ↗ · 2009 · Soliman, Abdrabo Moghazy et al. · indexed
  2405. AN ANALYSIS OF DRIVING ACCIDENT NARRATIVES AS A MEANS OF DETERMINING PROBLEMS CAUSED BY IN-VEHICLE VISUAL ALLOCATION AND VISUAL WORKLOAD ↗ · 1996 · Wierwille, Walter W. et al. · indexed
  2406. Conference on Research and Development Needed to Improve Safety and Mobility of Older Drivers: August 23–24, 1989, Lister Hill Conference Center, National Library of Medicine, Bethesda, Maryland · 1989 · NHTSA · archived
  2407. Are subjective outcomes a “missing link” between driving stress and risky driving behaviors of commuters? Assessing the case of a LMIC ↗ · 2022 · Cendales, Boris et al. · indexed
  2408. Managing Driving Modes in Automated Driving Systems · 2022 · Ríos Insua, David et al. · archived
  2409. Shared control versus traded control in driving: a debate around automation pitfalls · 2022 · Winter, Joost de et al. · archived
  2410. Effects of roadside distractors on performance of drivers with and without attention deficit tendencies ↗ · 2018 · Shaw, F. Atiyya et al. · indexed
  2411. A Pilot Investigation of the Impact of Cognitive Demand on Turn Signal Use during Lane Changes in Actual Highway Conditions across Multiple Age Groups ↗ · 2011 · Donmez, Birsen et al. · indexed
  2412. Driving without a Clue ↗ · 2007 · Muttart, Jeffrey W. et al. · indexed
  2413. Measuring the Workload of Sustained Attention ↗ · 2006 · Finomore, Victor S. et al. · indexed
  2414. Steering a Driving Simulator Using the Queueing Network-Model Human Processor (QN-MHP) · 2003 · Tsimhoni, Omer et al. · archived
  2415. Mental workload, situational awareness, and safety culture in high-speed craft navigation: A multidimensional analysis of Turkish bridge officers ↗ · 2025 · Kartoglu, Cem et al. · indexed
  2416. Equilibrium of Control in Automated Vehicles: Driver Engagement Level and Automation Capability Levels ↗ · 2022 · Degani, Asaf et al. · indexed
  2417. Speech-Based Interaction with In-Vehicle Computers: The Effect of Speech-Based E-Mail on Drivers' Attention to the Roadway ↗ · 2001 · Lee, John D. et al. · indexed
  2418. Study on Intelligent Vehicle Control Considering Driver Perception of Driving Environment ↗ · 1999 · Takahashi, Hiroshi et al. · indexed
  2419. Driver state monitoring and assisted intervention based on deep learning ↗ · 2026 · Thanh, Nguyen Le Chau et al. · indexed
  2420. Driver Model for Take-Over-Request in Autonomous Vehicles ↗ · 2023 · Barisic, Ankica et al. · indexed
  2421. Driver Distraction Detection Based on the True Driver’s Focus of Attention ↗ · 2022 · Huang, Tao et al. · indexed
  2422. Driver Distraction: Mechanisms, Evidence, Prevention, and Mitigation ↗ · 2022 · Regan, Michael A. et al. · indexed
  2423. Motor Performance, Mental Workload and Self-Efficacy Dynamics during Learning of Reaching Movements throughout Multiple Practice Sessions ↗ · 2019 · Shuggi, Isabelle M. et al. · indexed
  2424. Effects of roadway factors and demographic characteristics on drivers’ perceived complexity of simulated roadway videos ↗ · 2018 · Shaw, F. Atiyya et al. · indexed
  2425. Driving and Multitasking: The Good, the Bad, and the Dangerous ↗ · 2016 · Nijboer, Menno et al. · indexed
  2426. Notice of Removal A driver model as the supervisory controller in a vehicle system: Human factors integration to control ↗ · 2015 · Togai, Kazuhide et al. · indexed
  2427. Guiding drivers' attention to the right place at the right time during transitions from SAE level 2 driving system: Effects of warning directionality and audiovisual asynchrony ↗ · 2026 · Arabian, Ali et al. · indexed
  2428. Adaptive Driver Vigilance Monitoring System for Enhanced Road Safety · 2025 · Bodhale, U. N. et al. · archived
  2429. A review of physiological measures for mental workload assessment in aviation ↗ · 2023 · Luzzani, G. et al. · indexed
  2430. Heterogeneous overtaking and learning styles with varied EEG patterns in a reinforced driving task ↗ · 2022 · Zhao, Shuo et al. · indexed
  2431. Factors influencing intentions to text while driving among Polish drivers ↗ · 2018 · Przepiórka, Aneta et al. · indexed
  2432. Supporting operator reliance on automation through continuous feedback · 2009 · Seppelt, Bobbie · archived
  2433. Differences of drivers’ reaction times according to age and mental workload ↗ · 2007 · Makishita, Hiroshi et al. · indexed
  2434. Automation-Related “Complacency”: Theory, Empirical Data, and Design Implications ↗ · 2001 · Metzger, Ulla et al. · indexed
  2435. Framing automation of driving tasks: Effects on risk perception and consumers’ understanding of different levels of vehicle automation across four European countries ↗ · 2025 · Harms, Ilse M. et al. · indexed
  2436. Design of Educational Material and Public Awareness Campaigns for Improving Work Zone Driver Safety · 2022 · Chahine, Ricardo et al. · archived
  2437. Towards linking driving complexity to crash risk · 2020 · Zurlinden, Hendrik et al. · archived
  2438. Toward a Rational and Mechanistic Account of Mental Effort ↗ · 2017 · Shenhav, Amitai et al. · indexed
  2439. Attention and Performance · 2001 · Pashler, Harold et al. · archived
  2440. Hierarchical ordered logistic regression analysis of urban rail transit driver fatigue determinants: impact of emotion regulation and sleep patterns · 2026 · Du, Juanli et al. · archived
  2441. Integrated driving risk surrogate model and car-following behavior for freeway risk assessment ↗ · 2024 · Wu, Renfei et al. · indexed
  2442. Speed behaviour and mental workload of small-spacing expressway interchanges based on field driving test ↗ · 2023 · Xu, Jin et al. · indexed
  2443. A Driver Direction Control Model and its Application in the Simulation of Driver-Vehicle-Road Closed-Loop System ↗ · 2000 · Guan, Hsin et al. · indexed
  2444. Impact of Situation Awareness Variations on Multimodal Physiological Responses in High-Speed Train Driving ↗ · 2024 · Dong, Wenli et al. · indexed
  2445. Brain Waves Measurement Based Evaluation of Mental Workload Related to Visual Information While Driving ↗ · 2011 · Gheorghe, Lucian Andrei et al. · indexed
  2446. The Virtual Driver: Integrating Task Planning and Cognitive Simulation with Human Movement Models ↗ · 2007 · Tsimhoni, Omer et al. · indexed
  2447. Exploring the impact of the passenger's display on driver workload and driving performance ↗ · 2024 · Ma, Jun et al. · indexed
  2448. Collective Driver Attention: Towards a Comprehensive Visual Understanding of Traffic Scenes ↗ · 2023 · Moradi, Morteza et al. · indexed
  2449. Technologies for Risk Mitigation and Support of Impaired Drivers ↗ · 2022 · Ahlstrom, Christer et al. · indexed
  2450. Distraction ‘on the buses’: A novel framework of ergonomics methods for identifying sources and effects of bus driver distraction ↗ · 2011 · Salmon, Paul M. et al. · indexed
  2451. Study on Decision Mechanism of Driving Behavior Based on Decision Tree ↗ · 2008 · Yang, Xinyue · indexed
  2452. Visual attention as a predictor of on-road driving performance of older drivers ↗ · 2007 · Baldock, Matthew Robert Justin et al. · indexed
  2453. Should I Stay or Should I Go? Cognitive Modeling of Left-Turn Gap Acceptance Decisions in Human Drivers · 2022 · Zgonnikov, Arkady et al. · archived
  2454. How are distractibility and hazard prediction in driving related? Role of driving experience as moderating factor ↗ · 2019 · Castro, Candida et al. · indexed
  2455. C-46WMS-IV Index Scores in Relation to Total Driving Adverse Events on a Driving Simulator ↗ · 2017 · Strong, A et al. · indexed
  2456. Scrolling and Driving ↗ · 2012 · Lee, John D. et al. · indexed
  2457. Real-time performance modelling of a Sustained Attention to Response Task ↗ · 2010 · Larue, Grégoire S. et al. · indexed
  2458. Designing for Situation Awareness: An Approach to User-Centered Design · 2003 · Endsley, Mica R. et al. · archived
  2459. Monotony of road environment and driver fatigue: a simulator study ↗ · 2003 · Thiffault, Pierre et al. · indexed
  2460. Small Talk, Big Impact? LLM-based Conversational Agents to Mitigate Passive Fatigue in Conditional Automated Driving · 2026 · Cockram, Lewis et al. · archived
  2461. The effect of prolonged conditionally automated driving on fatigue, physiological activity, and takeover performance: a driving simulator experiment ↗ · 2026 · Coyne, Rory et al. · indexed
  2462. Combined Driver Distraction and Intention Algorithm for Maneuver Prediction and Collision Avoidance ↗ · 2018 · Gillmeier, Katharina et al. · indexed
  2463. Safety of Public Transportation Occupational Drivers: Risk Perception, Attitudes, and Driving Behavior ↗ · 2010 · Ma, Ming et al. · indexed
  2464. Attentional Limitations in Doing Two Tasks at the Same Time · 1992 · Pashler, Harold · archived
  2465. The weights of drivers’ on-route concerns in car-following behaviours ↗ · 2025 · Salehikalam, Arsalan et al. · indexed
  2466. METHODOLOGY FOR PREDICTING ERRORS BY A CANDIDATE DRIVER IN THE ANALYSIS OF ROAD SITUATIONS ↗ · 2024 · Ageev, Evgeny Viktorovich et al. · indexed
  2467. Exploring Factors Related to Drivers' Mental Model of and Trust in Advanced Driver Assistance System · 2024 · Huang, Chunxi et al. · archived
  2468. The effectiveness and efficacy of driving interventions with ADHD: a Dutch perspective · 2024 · Noordhuis, Roy et al. · archived
  2469. Driver behavior analysis through speech emotion understanding ↗ · 2010 · Kamaruddin, N. et al. · indexed
  2470. Takeover and non-driving related task performance in conditional automated driving: EEG and behavior Parameters interaction ↗ · 2025 · Gao, Yuan et al. · indexed
  2471. Learning from Demonstrations of Critical Driving Behaviours Using Driver's Risk Field · 2023 · Du, Yurui et al. · archived
  2472. Adaptive behavioral planning for more social automated vehicles ↗ · 2021 · Noonan, T Zachary et al. · indexed
  2473. Driver Response to Dynamic Message Sign Safety Campaign Messages · 2020 · Shealy, Tripp et al. · archived
  2474. A New Vision About AI and Situation Awareness Model of Auto-driving with Implicit Memory ↗ · 2018 · SONG, Hang et al. · indexed
  2475. Validation of auditory detection response task method for assessing the attentional effects of cognitive load ↗ · 2018 · Stojmenova, Kristina et al. · indexed
  2476. Real-Time Workload Classification during Driving using HyperNetworks ↗ · 2018 · Wang, Ruohan et al. · indexed
  2477. Interaction Management between Car Drivers and New Driver Support System ↗ · 2002 · Saad, Farida et al. · indexed
  2478. Investigating mental workload caused by NDRTs in highly automated driving with deep learning ↗ · 2024 · Hu, Xintao et al. · indexed
  2479. Identification of a driver model incorporating sensory dynamics, with nonlinear vehicle dynamics and transient disturbances ↗ · 2021 · Nash, C. J. et al. · indexed
  2480. The Role of Journey Purpose in Road Traffic Injuries: A Bayesian Network Approach · 2019 · Febres, Juan Diego et al. · archived
  2481. Research on the influence of MW on situation awareness in shearer monitoring tasks in intelligent coal mines ↗ · 2026 · Yuan, Xiaofang et al. · indexed
  2482. Dual-target hazard perception: Could identifying one hazard hinder a driver’s capacity to find a second? ↗ · 2019 · Sall, Robert J. et al. · indexed
  2483. Familiarity and Distraction Affect Drivers’ Responses to In-Vehicle Warnings for a Hazard that is Not Yet Visible ↗ · 2017 · Jenness, James W et al. · indexed
  2484. Driver Inattention During Vehicle Automation: How Does Driver Engagement Affect Resumption Of Control? ↗ · 2015 · Louw, Tyron et al. · indexed
  2485. Distraction and Mind-Wandering Under Load ↗ · 2013 · Forster, Sophie · indexed
  2486. The Effect of Verbal Task on Vigilance Task Performance ↗ · 2013 · YAMADA, Kenta et al. · indexed
  2487. A critical review of the psychophysiology of driver fatigue ↗ · 2001 · Lal S et al. · indexed
  2488. A Dynamic Model of Stress and Sustained Attention ↗ · 1989 · Hancock, Peter A. · indexed
  2489. Effects of Modalities of Non-driving Related Tasks on Driver"s Stress and Driving Performance during Autonomous Driving ↗ · 2019 · Kwon, Dasol et al. · indexed
  2490. 448 Using health belief model to explain speeding behaviour among Omani male drivers ↗ · 2016 · Maniri, Abdullah Al et al. · indexed
  2491. “It's one of those things where it's like, I shouldn't do it, but I still do”: An application of cognitive dissonance theory to phone use while driving ↗ · 2026 · Truelove, Verity et al. · indexed
  2492. Modelling visual-vestibular integration and behavioural adaptation in the driving simulator · 2019 · Markkula, Gustav et al. · archived
  2493. Crash risk and aberrant driving behaviors among bus drivers: The role of personality and attitudes towards traffic safety ↗ · 2015 · Mallia, Luca et al. · indexed
  2494. The impact of tunnel design and lighting on the performance of attentive and visually distracted drivers ↗ · 2012 · Kircher, Katja et al. · indexed
  2495. Longitudinal Driving Behavior under Adverse Conditions: A Close Look at Psycho-spacing Models ↗ · 2011 · Hoogendoorn, Raymond G. et al. · indexed
  2496. DO WE REALLY DRIVE AS WE LIVE? THE ROLE OF PERSONALITY FACTORS IN ROAD CRASHES ↗ · 1993 · Beirness, D J · indexed
  2497. Devising a method for determining the workload on a locomotive driver based on a multicriteria additive model to improve railroad transport safety ↗ · 2026 · Gorobchenko, Oleksandr et al. · indexed
  2498. Cognitive workload evaluation of landmarks and routes using virtual reality · 2022 · Abdurrahman, Usman Alhaji et al. · archived
  2499. Non-contact-based driver’s cognitive load classification using physiological and vehicular parameters ↗ · 2020 · Rahman, Hamidur et al. · indexed
  2500. Associations Between Heavy-Vehicle Driver Compensation Methods, Fatigue-Related Driving Behavior, and Sleepiness ↗ · 2014 · Thompson, Jason et al. · indexed
  2501. Driving tired: Cultural factors, long‐distance driving and fatigue ↗ · 2006 · Vick, Malcolm · indexed
  2502. Assessment of Computer Modeling of Operator Mental Workload during Target Acquisition ↗ · 1997 · See, Judi E. et al. · indexed
  2503. Human Behavioral Factors Influencing Speeding on a High-Risk Inter-Urban Corridor in Nigeria: Evidence for Policy Reform within a Safe System Framework ↗ · 2026 · Owonibi, Sunday et al. · indexed
  2504. Explaining autonomous driving with visual attention and end-to-end trainable region proposals ↗ · 2023 · Cultrera, Luca et al. · indexed
  2505. Psychosocial factors associated with intended use of automated vehicles: A simulated driving study ↗ · 2018 · Buckley, Lisa et al. · indexed
  2506. Computational Modeling of Driver Lateral Control on Curved Roads with Integration of Vehicle Dynamics and Reference Trajectory Tracking ↗ · 2017 · Jeong, Heejin et al. · indexed
  2507. Off Task Thinking Types and Performance Decrements During Simulated Automobile Driving ↗ · 2013 · Cowley, Jennifer A. · indexed
  2508. What You May Not See Might Slow You Down Anyway: Masked Images and Driving ↗ · 2012 · Lewis-Evans, Ben et al. · indexed
  2509. The Dimensions of Driver Performance during Secondary Manual Tasks ↗ · 2003 · Young, Richard A et al. · indexed
  2510. Mental workload in decision and control ↗ · 1979 · Sheridan, Thomas · indexed
  2511. Modelling cognitive load using drift-diffusion models in pedestrian street-crossing: a method supported by neural evidence ↗ · 2025 · Ma, Siwei et al. · indexed
  2512. Predicting perceived risk of traffic scenes using computer vision ↗ · 2023 · de Winter, Joost et al. · indexed
  2513. Monotonous driving induces shifts in spatial attention as a function of handedness · 2021 · Chandrakumar, D. et al. · archived
  2514. Task difficulty and physiological measures of mental workload in air traffic control: a scoping review · 2021 · Pagnotta, Murillo et al. · archived
  2515. Distributed Situation Awareness in Road Transport ↗ · 2018 · Salmon, Paul M. et al. · indexed
  2516. “Actual Results May Vary “: A Behavioral Review of Eco-Driving for Policy Makers · 2015 · Kurani, Kenneth S. et al. · archived
  2517. STDA: Spatio-Temporal Dual-Encoder Network Incorporating Driver Attention to Predict Driver Behaviors Under Safety-Critical Scenarios · 2024 · Xu, Dongyang et al. · archived
  2518. Mental health conditions and unsafe driving behaviors: A naturalistic driving study on ADHD and depression ↗ · 2022 · Liang, Ou Stella et al. · indexed
  2519. Dynamic Authority Allocation for Shared Steering Control Considering Driver Attention and Conflict Resolution ↗ · 2022 · Su, Chengrui et al. · indexed
  2520. Effects of Social Facilitation on Perceived Workload, Subjective Stress, and Vigilance-Related Anxiety ↗ · 2016 · Claypoole, Victoria L. et al. · indexed
  2521. Human-Centered Design of an Acc-With-Braking and Forward-Crash-Warning System ↗ · 2001 · Fancher, P. et al. · indexed
  2522. Human Merging Behavior in a Coupled Driving Simulator: How Do We Resolve Conflicts? · 2024 · Siebinga, Olger et al. · archived
  2523. AR and Gamification Concepts to Reduce Driver Boredom and Risk Taking Behaviours ↗ · 2014 · Schroeter, Ronald et al. · indexed
  2524. Effects of executive load on crashes and near-crashes for young versus older drivers ↗ · 2024 · Sullivan, Keith A. et al. · indexed
  2525. Dissociation Between Mental Workload, Performance, and Task Awareness in Pilots of High Performance Aircraft ↗ · 2019 · Mansikka, Heikki et al. · indexed
  2526. An efficient temporal attention framework for real-time detection of unsafe driver behaviors ↗ · 2025 · Mohsin, Ahmed Raza et al. · indexed
  2527. Three-lane Car-flowing Model Accounting for Variable Lane Change and Driving Behavior ↗ · 2021 · Yan, Xiaotong et al. · indexed
  2528. Driver Exhaustion Detection Systems ↗ · 2020 · ajeer, sharija et al. · indexed
  2529. Mini Review of Cognitive Load Studies ↗ · 2020 · Li, Hao · indexed
  2530. Mental Workload Assessment in Smartphone Multitasking Users: A Feature Selection Approach using Physiological and Simulated Data ↗ · 2018 · Lira, Hernan et al. · indexed
  2531. Toward a profile of goal-directed attentional control ↗ · 2017 · Leber, Andrew B · indexed
  2532. Passenger-Driver Distinguishing Test for Pokémon Go · 2017 · Khanade, Kunal et al. · archived
  2533. A simulator study of the effects of singing on driving performance ↗ · 2013 · Hughes, Genevieve M. et al. · indexed
  2534. Driving automation forward : human factors for limited-ability autonomous driving systems. · 2010 · NHTSA · archived
  2535. Driver Workload Comparisons among Road Sections of Automated Highway Systems ↗ · 2003 · Cha, Doowon · indexed
  2536. Monitoring Radio Programs and Time of Day Affect Simulated Car-Driving Performance ↗ · 1994 · Jäncke, Lutz et al. · indexed
  2537. Alcohol, Drugs, and Driving · 1974 · Perrine, M. W. · archived
  2538. Human-inspired emotion and attention encoding for autonomous vehicles’ decision-making: a lane-change timing optimization case ↗ · 2026 · Han, Tianyuan et al. · indexed
  2539. Do Augmented Reality Head-Up Displays Reduce Drivers’ Subsequent Search Misses in Dual-Hazard Scenes? A 360° VR-Based Hazard Perception Test with Eye-Tracking ↗ · 2026 · Wu, Zhendong et al. · indexed
  2540. Evaluating Drivers’ Response to Road Hazard: A Simulation Study ↗ · 2024 · Javanbakht, Navid et al. · indexed
  2541. Neuroergonomics of car driving: A critical meta-analysis of neuroimaging data on the human brain behind the wheel ↗ · 2018 · Navarro, Jordan et al. · indexed
  2542. Detection of drowsy driving based on driving information ↗ · 2014 · Lee, Jeong-Woo et al. · indexed
  2543. The effect of vehicle characteristics on drivers' risk-taking behaviour ↗ · 2002 · Horswill, Mark S. et al. · indexed
  2544. Investigating screen complexity in the vehicle, how does design effect driver attention and task performance? ↗ · 2025 · Pearce, Kira et al. · indexed
  2545. Evaluate driver response to active warning system in level-2 automated vehicles ↗ · 2019 · Atwood, Jonathan R. et al. · indexed
  2546. Auditory, tactile, and multimodal warnings during automated driving · 2019 · Geitner, R. et al. · archived
  2547. The effect of communicational signals on drivers' subjective appraisal and visual attention during interactive driving scenarios ↗ · 2015 · Ba, Yutao et al. · indexed
  2548. Measuring the Workload of Sustained Attention: Further Evaluation of the Multiple Reources Questionnaire ↗ · 2008 · Boles, David B. et al. · indexed
  2549. An Active Inference Model of Car Following: Advantages and Applications · 2023 · Wei, Ran et al. · archived
  2550. The influence of image valence on visual attention and perception of risk in drivers ↗ · 2014 · Jones, M.P. et al. · indexed
  2551. What happens next? Predicting other road users' behaviour as a function of driving experience and processing time ↗ · 2009 · Jackson, Lyn et al. · indexed
  2552. Effects of Voice Technology on Test Track Driving Performance: Implications for Driver Distraction ↗ · 2005 · Ranney, Thomas A. et al. · indexed
  2553. Speeding in relation to perceptions of risk, utility and driving style by British company car drivers ↗ · 1995 · Adams-Guppy, Julie Rachel et al. · indexed
  2554. A Validation of SWAT as a Measure of Workload Induced by Changes in Operator Capacity ↗ · 1990 · Hankey, Jonathan M. et al. · indexed
  2555. Factors Affecting the Variability of Driver Gap-Acceptance Behaviour ↗ · 1978 · BOTTOM, C. G. et al. · indexed
  2556. Predicting driver distraction using a single channel ear EEG · 2026 · Popov, Tzvetan et al. · archived
  2557. The Relationship between Inattentional Blindness, Inattentional Insensitivity, Situation Awareness, and Performance in a Driving Simulator ↗ · 2015 · Dattel, Andrew R. et al. · indexed
  2558. Stackelberg Game Based Model of Highway Driving ↗ · 2012 · Yoo, Je Hong et al. · indexed
  2559. A sensorimotor driver model for steering control ↗ · 2009 · Sentouh, C. et al. · indexed
  2560. Effects of cognitive load and time-on-task on mental fatigue in real-world drilling operations ↗ · 2026 · Qing, Xin et al. · indexed
  2561. INTELLIGENT MANAGING THE DRIVING STYLE OF THE ADR DRIVER IN REAL TIME ↗ · 2026 · Stefanovic, M. et al. · indexed
  2562. Minding the Gap: Effects of an Attention Maintenance Training Program on Driver Calibration ↗ · 2020 · Unverricht, James et al. · indexed
  2563. Mind wandering during everyday driving: An on-road study ↗ · 2019 · Burdett, Bridget R.D. et al. · indexed
  2564. Inattentional Blindness in a Simulated Driving Task ↗ · 2013 · Kennedy, Kellie D. et al. · indexed
  2565. Beyond vigilance: A dual-process perspective on visual sustained attention ↗ · 2026 · Del Sordo, Giovanna C. et al. · indexed
  2566. The Impact of Mind‐Wandering on Driller's Situation Awareness in Drilling Operations: Based on SAGAT and EEG ↗ · 2025 · Hao, Su et al. · indexed
  2567. Visual attention outperforms visual-perceptual parameters required by law as an indicator of on-road driving performance ↗ · 2020 · Grundler, Wolfgang et al. · indexed
  2568. Influence of adverse weather on drivers’ perceived risk during car following based on driving simulations · 2019 · Chen, Chen et al. · archived
  2569. Acting or Reacting? A Cognitive Work Analysis Approach to the Train Driver Task ↗ · 2017 · Jansson, Anders et al. · indexed
  2570. Leading to distraction: Driver distraction, lead car, and road environment ↗ · 2016 · Kountouriotis, Georgios K. et al. · indexed
  2571. Is Talking to Your Car Dangerous? It Depends ↗ · 2015 · Lee, John D. et al. · indexed
  2572. Blinded by the load: attention, awareness and the role of perceptual load ↗ · 2014 · Lavie, Nilli et al. · indexed
  2573. Supervised machine learning for modeling human recognition of vehicle-driving situations ↗ · 2005 · Dixon, K.R. et al. · indexed
  2574. Systematic cooperation between driving schools and parents in driver education, an experiment ↗ · 1994 · Gregersen, Nils Petter · indexed
  2575. Investigation of predictors of air pollution-reducing behaviors among taxi drivers in Tehran based on the health belief model in 2024 · 2025 · Mokhtari, Mohammadreza et al. · archived
  2576. Examination of Human Factors that Affect Reliance During Autonomous Driving ↗ · 2024 · Arakawa, Toshiya · indexed
  2577. Analysis of the effects of adaptive cruise control on driver behavior and awareness using a driving simulator ↗ · 2020 · Kummetha, Vishal C. et al. · indexed
  2578. Preliminary steps in understanding a target &amp;amp; control based driver steering model ↗ · 2011 · Jihua Huang et al. · indexed
  2579. Advanced Traveler Information Systems and Commercial Vehicle Operations Components of the Intelligent Transportation Systems: Design Alternatives for In-vehicle Information Displays · 1997 · Campbell, JL et al. · archived
  2580. External Distraction and Attentional Narrowing: Visual Search Evidence ↗ · 1992 · Janelle, Christopher M. et al. · indexed
  2581. Learning an Active Inference Model of Driver Perception and Control: Application to Vehicle Car-Following ↗ · 2025 · Wei, Ran et al. · indexed
  2582. How to Counteract Driver Fatigue during Conditional Automated Driving—A Systematic Review ↗ · 2024 · Loew, Alexandra et al. · indexed
  2583. Self-Regulation of Driving by Older Adults: A LongROAD Study · 2015 · AAA Foundation for Traffic Safety · archived
  2584. Safety attitudes, behaviour, anxiety and perceived control among professional and non-professional drivers ↗ · 2012 · Nordfjærn, Trond et al. · indexed
  2585. Attention, Distraction, and Cognitive Control Under Load ↗ · 2010 · Lavie, Nilli · indexed
  2586. Workload Warriors: Lessons Learned from a Decade of Mental Workload Prediction Using Human Performance Modeling ↗ · 2009 · Mitchell, Diane Kuhl et al. · indexed
  2587. Novice and Experienced Drivers' Looking Behavior and Primary Task Control While Doing a Secondary Task ↗ · 1994 · Nieminen, Tapio et al. · indexed
  2588. Shielding the Mind with Flow: Attention Allocation and Auditory Event-related Potentials under Varying Mental Workload ↗ · 2024 · Lingelbach, Katharina et al. · indexed
  2589. Supervisors’ Visual Attention Allocation Modeling Using Hybrid Entropy ↗ · 2019 · Bao, Haifeng et al. · indexed
  2590. Consistency Between the Subjective Perception of Feeling Indisposed, the Decision to Drive and Driving Performance ↗ · 2016 · Alonso, Francisco · indexed
  2591. Risk taking from the participant's perspective: The case of driving and accident risk. ↗ · 2006 · McKenna, Frank P. et al. · indexed
  2592. Conversation Limits the Functional Field of View ↗ · 2004 · Atchley, Paul et al. · indexed
  2593. Engine sounds reflect a racecar driver’s cognition · 2026 · Singh, Jaskeerat et al. · archived
  2594. Employing synesthesia-based warnings to enhance road safety during an automated driving · 2022 · Zhuo, Liang et al. · archived
  2595. Mitigating undesirable emergent behavior arising between driver and semi-automated vehicle · 2020 · Melman, Timo et al. · archived
  2596. It’s Good to Talk: Assessing Distributed Situation Awareness on the Road ↗ · 2018 · Salmon, Paul M. et al. · indexed
  2597. Predicting drowsy driving in real-time situations: Using an advanced driving simulator, accelerated failure time model, and virtual location-based services ↗ · 2017 · Wang, Junhua et al. · indexed
  2598. Automaticity, mindfulness, and self-control as predictors of dangerous texting behavior ↗ · 2015 · Panek, Elliot et al. · indexed
  2599. A defeasible reasoning framework for human mental workload representation and assessment ↗ · 2015 · Longo, Luca · indexed
  2600. An improved driver-behavior model with combined individual and general driving characteristics ↗ · 2012 · Angkititrakul, Pongtep et al. · indexed
  2601. The impact of emotions and predominant emotion regulation technique on driving performance ↗ · 2012 · Hancock, Gabriella M. et al. · indexed
  2602. Vehicle Braking is Slower under Dual-Task Conditions: Evidence for “Central” Interference · 2004 · Levy, Jonathan et al. · archived
  2603. Sensitivity of Electrodermal Activity Features for Driver Arousal Measurement in Cognitive Load: The Application in Automated Driving Systems ↗ · 2022 · Li, Penghui et al. · indexed
  2604. Driver Behaviors Recognizer Based on Light-Weight Convolutional Neural Network Architecture and Attention Mechanism ↗ · 2022 · Nguyen, Duy-Linh et al. · indexed
  2605. From partial and high automation to manual driving: Relationship between non-driving related tasks, drowsiness and take-over performance ↗ · 2018 · Naujoks, Frederik et al. · indexed
  2606. A theory of visual attention. ↗ · 1990 · Bundesen, Claus · indexed
  2607. Mental model evolvement during drivers' first experience with conditionally automated driving systems in real-world traffic ↗ · 2026 · Schwindt-Drews, Sarah et al. · indexed
  2608. Recent theoretical, neural, and clinical advances in sustained attention research · 2017 · Fortenbaugh, Francesca C. et al. · archived
  2609. Measuring Inhibitory Control in Driver Distraction ↗ · 2014 · Hoekstra-Atwood, Liberty et al. · indexed
  2610. Measuring Drivers' Frustration in a Driving Simulator ↗ · 2010 · Lee, Yi-Ching · indexed
  2611. Context-Aware Attention Encoder-Decoder Network for Connected Heavy-Duty Vehicle Aggressive Driving Identification Under Naturalistic Driving Conditions ↗ · 2024 · Tang, Kun et al. · indexed
  2612. The Effect of Instructions and Context-Related Information about Limitations of Conditionally Automated Vehicles on Situation Awareness ↗ · 2020 · Meteier, Quentin et al. · indexed
  2613. Adaptive driver assistance system based on Traffic Information Saliency Map ↗ · 2016 · Kim, Jihun et al. · indexed
  2614. Driving by the Seat of Your Pants! A Multisensory Approach to Capturing 
Driver Attention ↗ · 2011 · Spence, Charles · indexed
  2615. Effects of Cell Phone Conversations on Driver Performance While Driving Under Highway Monotony ↗ · 2009 · Chan, Mark et al. · indexed
  2616. EEG and fNIRS are associated with situation awareness (hazard) prediction during a driving task ↗ · 2024 · Festa, Elena K. et al. · indexed
  2617. Homeostatic Control on the Thought: a Comprehensive Explanation of Mind Wandering ↗ · 2024 · Shinagawa, Kazushi et al. · indexed
  2618. Linking Threat-Related Attentional Biases Toward Bicyclists to Driving Behavior ↗ · 2021 · Kim, Andy et al. · indexed
  2619. Drowsiness measures for commercial motor vehicle operations ↗ · 2019 · Sparrow, Amy R. et al. · indexed
  2620. Work-stress factors associated with truck crashes: An exploratory analysis ↗ · 2018 · Belzer, Michael H · indexed
  2621. An analysis of driver's workload in the lane change behavior ↗ · 2013 · Kim, HyunSuk et al. · indexed
  2622. Individual Differences in Working Memory Capacity and Dual-Process Theories of the Mind. · 2004 · Engle, Randall W · archived
  2623. Quantifying the Night Driver&#039;s Visual Environment · 1980 · Olsen, R. A. · archived
  2624. Risk level assessment of takeover behavior in L3 automated driving under grassland highway scenarios ↗ · 2026 · Guo, Min et al. · indexed
  2625. HMI Design of Intelligent Vehicles Based on Multimodal Experiments of Driver Emotions ↗ · 2026 · Sun, Tongyue et al. · indexed
  2626. Investigating mental workload across task modalities: a multimodal analysis using pupillometry ↗ · 2024 · Dhengre, Snehal et al. · indexed
  2627. Utilising raw psycho-physiological data and functional data analysis for estimating mental workload in human drivers ↗ · 2024 · Eniyandunmo, David et al. · indexed
  2628. Quantitative indicators of street lighting with mood, fatigue, mental workload and sleepiness in car drivers ↗ · 2023 · Madvari, Rohollah Fallah et al. · indexed
  2629. Aberrant Driving Behavior and Accident Involvement: Morocco Case Study ↗ · 2022 · Rachad, Taoufik et al. · indexed
  2630. Effects of Task-Induced Fatigue in Prolonged Conditional Automated Driving ↗ · 2019 · Jarosch, Oliver et al. · indexed
  2631. Task-dependent gaze priorities in driving ↗ · 2011 · Sullivan, B. et al. · indexed
  2632. Modelling cognitive load using drift-diffusion models in pedestrian street-crossing: a method supported by neural evidence ↗ · 2026 · Ma, Siwei et al. · indexed
  2633. The Effect of Boredom Proneness, Impulsiveness and Sensation Seeking to Driver Speeding Behavior ↗ · 2022 · Leksmono Suryo Putranto et al. · indexed
  2634. Evaluating Driver Distraction Factors in Urban Motorways. A Naturalistic Study Conducted in Attica Tollway, Greece ↗ · 2016 · Misokefalou, Eleni et al. · indexed
  2635. Mental workload as a key factor in clinical decision making ↗ · 2012 · Byrne, Aidan · indexed
  2636. The impact of emotions and predominant emotion regulation technique on driving performance ↗ · 2012 · Hancock, Gabriella M. et al. · indexed
  2637. A framework for driver specific inference of danger at signalized intersections ↗ · 2003 · Dariush, Behzad et al. · indexed
  2638. Individual Differences and Driver Response to Highway Intersections ↗ · 1992 · Grubb, Monty G. · indexed
  2639. Situation Awareness: A Critical But Ill-Defined Phenomenon ↗ · 1991 · Sarter, Nadine B. et al. · indexed
  2640. Evaluating the Influence of Alert Modalities on Driver Attention Transitions Under Visual Distraction: A Sequence Analysis Approach ↗ · 2026 · Shirani, Niloufar et al. · indexed
  2641. Agents, environments, scenarios: A framework for examining models and simulations of human-vehicle interaction ↗ · 2020 · Janssen, Christian P. et al. · indexed
  2642. The Impact of Adaptive Automation Invoking Thresholds on Cognitive Workload and Situational Awareness ↗ · 2013 · Rusnock, Christina F. et al. · indexed
  2643. Effects of Passenger and Cellular Phone Conversations on Driver Distraction ↗ · 2004 · Laberge, Jason et al. · indexed
  2644. Hazard perception test among young inexperienced drivers and risk analysis while driving through a T-junction ↗ · 2023 · Department of Electronics & Communication Engineering, National Institute of Technology Arunachal Pradesh, Jote, India et al. · indexed
  2645. Smart Diagnosis: Deep Learning Boosted Driver Inattention Detection and Abnormal Driving Prediction ↗ · 2022 · Jiang, Landu et al. · indexed
  2646. Auditory spatial attention gradients and cognitive control as a function of vigilance ↗ · 2021 · Golob, Edward J. et al. · indexed
  2647. EEG-signals based cognitive workload detection of vehicle driver using deep learning ↗ · 2018 · Almogbel, Mohammad A. et al. · indexed
  2648. Effects of Loading and Unloading Cargo on Commercial Truck Driver Alertness and Performance · 2001 · Krueger, G. P. et al. · archived
  2649. The work organization in teleoperated driving – a human reliability and socio-technical systems perspective ↗ · 2024 · Grabbe, Niklas et al. · indexed
  2650. New Driver Workload Prediction Using Clustering-Aided Approaches ↗ · 2019 · Yi, Dewei et al. · indexed
  2651. A Dynamic Model of Stress and Sustained Attention ↗ · 2003 · Hancock, Peter A. et al. · indexed
  2652. Driver-TRN: An Approach to Driver Behavior Detection Enhanced SOTIF in Automated Vehicles ↗ · 2023 · Hou, Zhonglin et al. · indexed
  2653. The impact of distractions on young adult drivers with attention deficit hyperactivity disorder (ADHD) ↗ · 2010 · Reimer, Bryan et al. · indexed
  2654. Attention and Driving Skills in Aging and Alzheimer's Disease ↗ · 1991 · Parasuraman, Raja et al. · indexed
  2655. Cause Analysis of Bus Driver Fatigue Driving Level with DMS Warning-Based Data ↗ · 2024 · Yang, Jun et al. · indexed
  2656. Wearable Sensors for Evaluating Driver Drowsiness and High Stress ↗ · 2019 · Becerra-Sánchez, Enriqueta Patricia et al. · indexed
  2657. On the Application of Motivation Theory to Human Factors/Ergonomics ↗ · 2014 · Szalma, James L. · indexed
  2658. Driver Fatigue and Accidents - Can Visual Sensitivity Predict Drivers Ability to Drive Safely ? ↗ · 2000 · Alm, Håkan · indexed
  2659. Individual differences in driver stress vulnerability in a Japanese sample ↗ · 1999 · MATTHEWS, GERALD et al. · indexed
  2660. Roadside advertisements and driver distraction: A comprehensive review of effects on driving performance ↗ · 2026 · Sorum, Neero Gumsar et al. · indexed
  2661. Measurement of Train Driver Mental Workload Using the RNASA-TLX Method · 2024 · Suhanto, Suhanto et al. · archived
  2662. What do we mean by cognitive load? Towards more accurate definition of the term for better identification by driver monitoring systems ↗ · 2023 · Goodridge, Courtney Michael et al. · indexed
  2663. DISTRIBUTIONS OF AIR TRAFFIC CONTROL STUDENTS’ ATTITUDES TOWARDS WORKLOAD · 2021 · Borsuk, Serhii et al. · archived
  2664. Benefits of Higher Cardiovascular and Motor Coordinative Fitness on Driving Behavior Are Mediated by Cognitive Functioning: A Path Analysis · 2021 · Stojan, Robert et al. · archived
  2665. Human’s Overtrust in and Overreliance on Advanced Driver Assistance Systems: A Theoretical Framework ↗ · 2013 · Inagaki, Toshiyuki et al. · indexed
  2666. The impacts of multi-agent quantity, type and transparency on mental workload, situation awareness and human out-of-the-loop · 2023 · Xu, Xinran et al. · archived
  2667. Relationship Between Driver Eyes-Off-Road Interval and Hazard Detection Performance Under Automated Driving ↗ · 2016 · Glaser, Yi G. et al. · indexed
  2668. Assessing the awareness of performance decrements in distracted drivers ↗ · 2007 · Horrey, William J. et al. · indexed
  2669. With a Little Help From My Car: Sharing Automated Vehicle’s Situation Awareness Reduces Driver-Initiated Automation Disengagement Without Delaying Takeover Response Time ↗ · 2026 · Lee, Joonbum et al. · indexed
  2670. Cognitive behavior model replicates road user response timing in naturalistic rear-end traffic conflicts ↗ · 2024 · Rössert, Christian et al. · indexed
  2671. Impact of mind‐wandering on visual information processing while driving: An electrophysiological study ↗ · 2020 · Pepin, Guillaume et al. · indexed
  2672. Transitions Between Low and High Levels of Mental Workload can Improve Multitasking Performance ↗ · 2020 · Devlin, Shannon P. et al. · indexed
  2673. Work stress and health problems of professional drivers: a hazardous formula for their safety outcomes ↗ · 2018 · Useche, Sergio A. et al. · indexed
  2674. Psychophysiological Changes Associated With Self-Regulation of Sleepiness and Cessation From a Hazard Perception Task ↗ · 2016 · Watling, Christopher N. et al. · indexed
  2675. The Impact of Auditory Task Complexity on Primary Task Performance in Military Land Vehicle Crew ↗ · 2014 · Lenné, Michael G et al. · indexed
  2676. Cellular Telephone Conversation While Driving: Effects on Driver Reaction Time and Subjective Mental Workload ↗ · 2000 · Tokunaga, Roberto Abraham et al. · indexed
  2677. Problematic substance use and implications for road safety: An investigation on psychological dysfunction and risky driving styles · 2024 · Love, Steven et al. · archived
  2678. Can’t text, I’m driving – Factors influencing intentions to text while driving in the UK · 2021 · Sullman, Mark J. M. et al. · archived
  2679. Mode Errors and Intentional Violations in Visual Monitoring of Level 2 Driving Automation ↗ · 2020 · Boos, Annika et al. · indexed
  2680. Bus drivers' mental conditions and their relation to bus passengers' accidents with a focus on the psychological stress concept. ↗ · 2008 · Yamada, Yasuyuki et al. · indexed
  2681. Latent Psychological Data Structure of Secondary Driving Tasks ↗ · 2004 · Curry, Reates · indexed
  2682. Modeling Driver Physiological State Using EEG Under Auditory Real-time Travel Information Provision · 2019 · Agrawal, Shubham et al. · archived
  2683. Workload of passenger train driver at different roads and driving regimes ↗ · 2019 · Kaptsov, V. A. et al. · indexed
  2684. Theta and Alpha Oscillations in Attentional Interaction during Distracted Driving ↗ · 2018 · Wang, Yu-Kai et al. · indexed
  2685. Examining Distracted Drivers&#039; Underestimation of Time and Overestimation of Speed · 2017 · Knodler, Michael A. et al. · archived
  2686. A Multidisciplinary Review of Machine Learning for Driver Distraction Prediction: Unveiling Challenges ↗ · 2025 · Aponso, Achala et al. · indexed
  2687. Driver Steering Behaviour Modelling Based on Neuromuscular Dynamics and Multi-Task Time-Series Transformer ↗ · 2024 · Xing, Yang et al. · indexed
  2688. Towards Sustainable Safe Driving: A Multimodal Fusion Method for Risk Level Recognition in Distracted Driving Status ↗ · 2023 · Chen, Huiqin et al. · indexed
  2689. Towards a driver supervision and assistance system: intention detecting and option providing ↗ · 2014 · Wang, Jiao et al. · indexed
  2690. Factors Associated With Adolescents' Propensity to Drive With Multiple Passengers and to Engage in Risky Driving Behaviors ↗ · 2012 · Mirman, Jessica H. et al. · indexed
  2691. Simulation Analysis on Driving Behavior during Traffic Sign Recognition ↗ · 2011 · Sun, Lishan et al. · indexed
  2692. Speech-Based E-Mail and Driver Behavior: Effects of an In-Vehicle Message System Interface ↗ · 2004 · Jamson, A. Hamish et al. · indexed
  2693. Working conditions of commercial drivers: a scoping review of psychosocial work factors, health outcomes, and interventions · 2024 · Amoadu, Mustapha et al. · archived
  2694. Exploring sleepiness and stress among London bus drivers: An on-road observational study ↗ · 2024 · Miller, Karl A. et al. · indexed
  2695. Evaluating the effects of the route guidance variable message signs on driving behaviors—a driving simulation study ↗ · 2023 · Jing, Difei et al. · indexed
  2696. Essential…but also vulnerable? Work intensification, effort/reward imbalance, fatigue and psychological health of Spanish cargo drivers during the COVID-19 pandemic ↗ · 2022 · Montoro, Luís et al. · indexed
  2697. Protocol for Eliciting Driver Frustration in an In-vehicle Environment ↗ · 2019 · Joshi, Ajjen et al. · indexed
  2698. Quantifying Distraction Potential of Augmented Reality Head-Up Displays for Vehicle Drivers ↗ · 2018 · Kim, Hyungil et al. · indexed
  2699. 2103 Study on Construction of Driver-Assist System on Highway (Second Report) ↗ · 2011 · KOBAYASHI, Yoshinori et al. · indexed
  2700. The hazards and prevention of driving while sleepy ↗ · 2003 · MacLean, Alistair W et al. · indexed
  2701. Mental Workload and ARL Workload Modeling Tools ↗ · 2000 · Mitchell, Diane K. · indexed
  2702. Impact mechanism of interruptions on the performance of high-speed train driving tasks based on simulator environment ↗ · 2026 · Li, Huimin et al. · indexed
  2703. Assessment of Drowsy Driving Associated Characteristics Using Deep Learning ↗ · 2023 · Naeem, Marwan et al. · indexed
  2704. Why do drivers exceed speed limits · 2013 · Yannis, George et al. · archived
  2705. Assessment of cognitive workload of in-vehicle systems using a visual peripheral and tactile detection task setting ↗ · 2012 · Bengler, Klaus et al. · indexed
  2706. Driver behavior modeling based on database of personal mobility driving in urban area ↗ · 2008 · Kazunari Inata et al. · indexed
  2707. Towards real-time recognition of driver intentions ↗ · 2002 · Liu, A. et al. · indexed
  2708. Accessing Multi-Modal Information on Cell Phones While Sitting and Driving · 2002 · Fussell, Susan R. et al. · archived
  2709. Mental Workload and Work Stress among Train Drivers and Their Associated Factors: A Cross-Sectional Study in Indonesia · 2025 · Hidayat, Marizca Saras Chitra et al. · archived
  2710. Comfort in Automated Driving: A Literature Survey and a High-Level Integrative Framework ↗ · 2024 · Domova, Veronika et al. · indexed
  2711. Effects of cues in a binary categorization task on dual-task performance, mental workload, and effort. ↗ · 2016 · Botzer, Assaf et al. · indexed
  2712. Working memory load and the vigilance decrement ↗ · 2011 · Helton, William S. et al. · indexed
  2713. Manipulation specific effects of mental fatigue: Evidence from novelty processing and simulated driving ↗ · 2010 · Massar, Stijn A. A. et al. · indexed
  2714. The evolutionary game of enterprise and driver fatigue regulation in the intelligent networked environment-A case study in Jiaozuo city, China ↗ · 2023 · Xianghong, Li et al. · indexed
  2715. Designing for Consistency ↗ · 2011 · Mendel, Jeremy et al. · indexed
  2716. Aging and the Effects of Conversation with a Passenger or a Caller on Simulated Driving Performance ↗ · 2007 · Becic, Ensar et al. · indexed
  2717. The Sustained Attention Paradox: A Critical Commentary on the Theoretical Impossibility of Perfect Vigilance ↗ · 2025 · Sharpe, Benjamin T. et al. · indexed
  2718. Naturalistic driving analysis of situational, behavioral, and psychosocial determinants of speeding ↗ · 2024 · Payyanadan, Rashmi et al. · indexed
  2719. Highway Safety Culture Assessment through Louisiana’s Regions [Summary] · 2023 · Schneider, Helmut et al. · archived
  2720. Research on Influencing Factors of Fatigue Driving Based on Decision Tree ↗ · 2021 · Wen, Yanjie et al. · indexed
  2721. A neural-network-based system for monitoring driver fatigue ↗ · 2010 · Ribaric, Slobodan et al. · indexed
  2722. Driver Distraction Recognition Based on CBAM Attention Mechanism ↗ · 2022 · Wei, Yiying et al. · indexed
  2723. Effect of driver distraction contributing factors on accident causations – A review ↗ · 2019 · Chand, Arun et al. · indexed
  2724. Effects of road infrastructure and traffic complexity in speed adaptation behaviour of distracted drivers ↗ · 2017 · Oviedo-Trespalacios, Oscar et al. · indexed
  2725. Human-Computer Monitoring ↗ · 1987 · Parasuraman, Raja · indexed
  2726. The Psychophysics of Workload — A Second Look at the Relationship between Subjective Measures and Performance ↗ · 1985 · Gopher, Daniel et al. · indexed
  2727. Detection of brake lights while distracted: Separating peripheral vision from cognitive load ↗ · 2019 · Wolfe, Benjamin et al. · indexed
  2728. The Impact of Threat Appeals on Fear Arousal and Driver Behavior: A Meta-Analysis of Experimental Research 1990–2011 ↗ · 2013 · Carey, Rachel N. et al. · indexed
  2729. Distraction and Inattention Countermeasure Technologies ↗ · 2011 · Victor, Trent · indexed
  2730. Factors Influencing the Maintenance of Speed: A Driver Model Analysis ↗ · 1999 · Thakur, Kailash Prasad · indexed
  2731. PREVENTION OF ROAD ACCIDENTS AMONG YOUNG NOVICE CAR DRIVERS ↗ · 1995 · Gregersen, Nils-Petter · indexed
  2732. Effect of lane-closure signals upon driver decision making and traffic flow. ↗ · 1968 · Perchonok, Kenneth et al. · indexed
  2733. Understanding Driver Responses to Automated Traffic Enforcement Systems: A Qualitative Analysis of Behavioral Adaptation and Traffic Safety Perceptions ↗ · 2026 · KABAKUŞ, Nuriye et al. · indexed
  2734. Dual-Flow Driver Distraction Driving Detection Model Based on Sobel Edge Detection ↗ · 2026 · Qin, Binbin et al. · indexed
  2735. Competence, Workload, Incentives, and Their Link to Driver Satisfaction and Performance ↗ · 2025 · Taruna, Erlangga Eka et al. · indexed
  2736. A Quantitative Method of Assessing the Hazard Perception of Drivers in Human-Machine Codriving Vehicles ↗ · 2024 · Feng, Zhongxiang et al. · indexed
  2737. Effect of listening to Quran recitation on workload and driving performance: A car simulator study ↗ · 2020 · Purnomo, H et al. · indexed
  2738. Models of overt attention ↗ · 2011 · Geisler, Wilson S. et al. · indexed
  2739. Situation Awareness: Does it Change With Age? ↗ · 2001 · Bolstad, Cheryl Actor · indexed
  2740. A computational theory of executive cognitive processes and multiple-task performance: Part 2. Accounts of psychological refractory-period phenomena. ↗ · 1997 · Meyer, David E. et al. · indexed
  2741. CH-LSTTM: A Taxonomy of Traffic Hazards · 2024 · Yan, Song et al. · archived
  2742. Modelling operator control work across traffic management domains: implications for interaction design ↗ · 2024 · Lundberg, Jonas et al. · indexed
  2743. Identifying the causes of road crashes in Europe. ↗ · 2013 · Thomas, Pete et al. · indexed
  2744. A Simple Approach to Implementing a System for Monitoring Driver Inattention ↗ · 2006 · Su, Mu-Chun et al. · indexed
  2745. Are Electrodermal Activity-Based Indicators of Driver Cognitive Distraction Robust to Varying Traffic Conditions and Adaptive Cruise Control Use? ↗ · 2025 · Halin, Anaïs et al. · indexed
  2746. Workload Measurement Method for Manned Vehicles in Multitasking Environments ↗ · 2024 · Yang, Chenyuan et al. · indexed
  2747. Playing Games Guiding Attention Improves Situation Awareness and Takeover Quality during Automated Driving ↗ · 2023 · Jiang, Tingwei et al. · indexed
  2748. The impact of drivers’ personality traits on their risky driving behaviors ↗ · 2020 · Al-Tit, Ahmad Adnan · indexed
  2749. Absent without leave; a neuroenergetic theory of mind wandering ↗ · 2013 · Killeen, Peter R. · indexed
  2750. Quantitative Description of Informational Dimensions of Urban Freeways · 2004 · Tsyganov, Alexei et al. · archived
  2751. Selective Visual Attention during Multiple-Process Control ↗ · 1997 · Fleischer, A G · indexed
  2752. The Effects of Vehicle Automation on Driver Engagement: The Case of Adaptive Cruise Control and Mind Wandering [techbrief] · 2021 · Weaver, Starla et al. · archived
  2753. The role of difficulties in emotion regulation on driving behavior ↗ · 2014 · Trógolo, Mario et al. · indexed
  2754. How to warn drivers in various safety-critical situations – Different strategies, different reactions ↗ · 2018 · Winkler, Susann et al. · indexed
  2755. AB-DLM: An Improved Deep Learning Model Based on Attention Mechanism and BiFPN for Driver Distraction Behavior Detection ↗ · 2022 · Li, Taiguo et al. · indexed
  2756. Evaluation of Driver Performance and Distraction during use of in-vehicle Signing Information ↗ · 2013 · Creaser, Janet et al. · indexed
  2757. Towards the development of design guidelines handbook for driver hypovigilance detection and warning - the AWAKE approach ↗ · 2004 · Bekiaris, E.D. · indexed
  2758. Age Differences in Divided Attention in a Simulated Driving Task ↗ · 1988 · Ponds, Rudolf et al. · indexed
  2759. “Why were you speeding?”: A self-confrontation study on awareness and reasons for speed behaviour ↗ · 2025 · Picco, Angèle et al. · indexed
  2760. Driver Behaviour Characterization Using an Instrumented Steering Wheel Conscious/Unconscious Muscle Activation ↗ · 2024 · Akutain, Xabier Carrera et al. · indexed
  2761. Back to School: Impact of Training on Driver Behavior and State in Autonomous Vehicles ↗ · 2020 · Sibi, Srinath et al. · indexed
  2762. Drivers’ Mental Workload In Agricultural Semi-Autonomous Vehicles ↗ · 2013 · Bashiri, Behzad et al. · indexed
  2763. Driving Behavior Recognition Algorithm Combining Attention Mechanism and Lightweight Network ↗ · 2022 · Wang, Lili et al. · indexed
  2764. The Effects of Transparency and Reliability of In-Vehicle Intelligent Agents on Driver Perception, Takeover Performance, Workload and Situation Awareness in Conditionally Automated Vehicles ↗ · 2022 · Zang, Jing et al. · indexed
  2765. Behavioral Adaptations to Lane Keeping Systems: Effects of Exposure and Withdrawal ↗ · 2018 · Miller, Erika E. et al. · indexed
  2766. 887 Analysing the offender driver behaviour: recidivism, just the tip of the Iceberg? ↗ · 2016 · Castro, C et al. · indexed
  2767. An adaptive lateral preview driver model ↗ · 2005 · Ungoren, AY et al. · indexed
  2768. Assessing Perceptual Load and Cognitive Load by Fixation-Related Information of Eye Movements ↗ · 2022 · Liu, Jung-Chun et al. · indexed
  2769. Effect of road geometry on driver fatigue in monotonous environments: A simulator study ↗ · 2018 · Farahmand, Behzad et al. · indexed
  2770. Competing for cognitive resources: Measuring workload in a time pressured dual-task environment. ↗ · 2018 · Palada, Hector et al. · indexed
  2771. Prediction of Driver's Workload from Slow Fluctuations of Pupil Diameter ↗ · 2018 · Yokoyama, Hiroshi et al. · indexed
  2772. The role of cognitive and visual abilities as predictors in the Multifactorial Model of Driving Safety ↗ · 2011 · Anstey, Kaarin J. et al. · indexed
  2773. A Literature Review of Inattentional and Change Blindness in Transportation · 2009 · Hannon, D. · archived
  2774. Programs and problems in rehabilitation of the high risk driver. · 1972 · Ames, W. Allen et al. · archived
  2775. Multi-method study on the determinants of driving behavior among drivers of organized transportation groups in Butuan City- Cabadbaran City route, Caraga region, Philippines ↗ · 2025 · Bermudez, Geraldine · indexed
  2776. Multitasking behavior and its related constructs: Executive functions, working memory capacity, relational integration, and divided attention ↗ · 2019 · Himi, Samsad Afrin et al. · indexed
  2777. Identification of dynamic driving styles based on behavioral primitives. · 2026 · Zheng, X et al. · archived
  2778. The Inconvenient Truth About Mobile Phone Distraction: Understanding the Means, Motive and Opportunity for Driver Resistance to Legal and Safety Messages ↗ · 2021 · Wells, Helen et al. · indexed
  2779. Recent Trends in Driver Safety Monitoring Systems: State of the Art and Challenges ↗ · 2017 · Koesdwiady, Arief et al. · indexed
  2780. Switching Back to Manual Driving ↗ · 2016 · van der Meulen, Hidde et al. · indexed
  2781. Simulated train driving: Fatigue, self-awareness and cognitive disengagement ↗ · 2007 · Dorrian, Jillian et al. · indexed
  2782. Human-Machine interfaces and vehicle Automation: A review of the literature and recommendations for system Design, Feedback, and alerts · 2024 · Wang, Meng et al. · archived
  2783. Evaluation of Driver Behavior Criteria for Evolution of Sustainable Traffic Safety ↗ · 2019 · Farooq, Danish et al. · indexed
  2784. A Driver Lateral and Longitudinal Control Model Based on Queuing Network Cognitive Architecture ↗ · 2013 · Bi, Luzheng et al. · indexed
  2785. Traffic congestion, driver stress, and driver aggression ↗ · 1999 · Hennessy, Dwight A. et al. · indexed
  2786. Research on evolution of visual load of mountain highway driving ↗ · 2022 · Meng, Yunwei et al. · indexed
  2787. Driving (and) Attention – Does Directional Illumination Support Driver’s System Supervision When Driving Automatically? ↗ · 2021 · Van den Beukel, Arie P. et al. · indexed
  2788. Quantitative models for automation rate and situation awareness response: A case study of levels of driving automation ↗ · 2021 · Liu, Yunmei et al. · indexed
  2789. Ergonomics methods for identifying sources and effects of bus driver distraction ↗ · 2018 · Keffane, S · indexed
  2790. A Study on the Relationships between Unsafe Driving Behaviors and Driver’s Inner Factors When Entering a Non-signalized Intersection ↗ · 2008 · Takemoto, Masanori et al. · indexed
  2791. Human Factors Issues Associated with in-Car Navigation System Usage ↗ · 1988 · Dingus, Thomas A. et al. · indexed
  2792. Guiding drivers’ attention to the right place at the right time during transitions from SAE level 2 driving system: Effects of warning directionality and audiovisual asynchrony ↗ · 2025 · Arabian, Ali et al. · indexed
  2793. Situated and sequential planning and prediction of human driving behavior as decision making support system · 2024 · Bejaoui, Abderahman et al. · archived
  2794. Investigating the impact of driving automation systems on distracted driving behaviors ↗ · 2021 · Dunn, Naomi et al. · indexed
  2795. Multiple routes to mind wandering: Predicting mind wandering with resource theories ↗ · 2019 · Randall, Jason G. et al. · indexed
  2796. Predicting battlefield vigilance: a multivariate approach to assessment of attentional resources ↗ · 2014 · Matthews, Gerald et al. · indexed
  2797. Motivations for Speeding [Traffic Tech] · 2012 · NHTSA · archived
  2798. An overview of driving distraction measure methods ↗ · 2009 · Qun Wu · indexed
  2799. Situation Awareness and Transitions in Highly Automated Driving: A Framework and Mini Review ↗ · 2017 · Son, Joonwoo et al. · indexed
  2800. Generalized driver steering model based on similarities in visual-based and optimal preview controls ↗ · 2016 · Abrashov, Sergey et al. · indexed
  2801. Analysis of Different Groups of Drivers and Their Related Driving Behaviour in Urban Areas ↗ · 2011 · Losa, Massimo et al. · indexed
  2802. Vertical situation awareness and pilot performance ↗ · 2002 · McCrobie, D. et al. · indexed
  2803. Design of an Experiment to Pinpoint Cognitive Failure Processes in the Interaction of Motorists and Vulnerable Road Users ↗ · 2023 · Denk, Florian et al. · indexed
  2804. Influence of traffic congestion on driver behavior in post-congestion driving ↗ · 2020 · Li, Guofa et al. · indexed
  2805. Transitions from Autopilot to Manual Control in Highly Automated Driving: Cognitive Simulations ↗ · 2018 · Kim, Woojin et al. · indexed
  2806. Control of Cognitive Processes: Attention and Performance XVIII ↗ · 2000 · Monsell, Stephen et al. · indexed
  2807. Representational Alignment for Multimodal Distracted Driving Detection: Parameter-efficient Adaptation of a Unified Embedding Space ↗ · 2026 · Dontoh, Anthony et al. · indexed
  2808. The impact of emotion on takeover performance in human-machine shared driving ↗ · 2025 · Wang, Jiayuan et al. · indexed
  2809. Multi-Emotion Features Extraction for Driver Distraction Detection ↗ · 2024 · Chen, Sheng-Tao et al. · indexed
  2810. Fatigue in transportation operations: A contextual factors survey among Iranian suburban drivers ↗ · 2023 · Khanehshenas, Farin et al. · indexed
  2811. Enjoy the Ride Consciously with CAWA: Context-Aware Advisory Warnings for Automated Driving ↗ · 2022 · Pakdamanian, Erfan et al. · indexed
  2812. Driver Distraction ↗ · 2014 · Bengler, Klaus · indexed
  2813. Young novice driver subtypes: Relationship to driving violations, errors and lapses ↗ · 2010 · Lucidi, Fabio et al. · indexed
  2814. Driver Inattention Detection based on Eye Gaze—Road Event Correlation ↗ · 2009 · Fletcher, Luke et al. · indexed
  2815. Driver workload during differing driving maneuvers ↗ · 1990 · Hancock, P.A. et al. · indexed
  2816. Effects of Automobile Steering Characteristics on Driver/Vehicle Performance for Regulation Tasks ↗ · 1976 · Mcruer, Duane et al. · indexed
  2817. THE RELATIONSHIP BETWEEN HAZARD PERCEPTION, RISK ASSESSMENT AND DIFFERENT DRIVING STYLES: LITHUANIAN SAMPLE ↗ · 2022 · Slavinskienė, Justina et al. · indexed
  2818. Mindfulness predicts less texting while driving among young adults: Examining attention- and emotion-regulation motives as potential mediators ↗ · 2011 · Feldman, Greg et al. · indexed
  2819. Relationships between young drivers’ personality characteristics, risk perceptions, and driving behaviour ↗ · 2007 · Machin, M. Anthony et al. · indexed
  2820. Eye movements reveal that drivers can predict the location of hazards in dynamic road scenes but gaze and awareness are dissociable ↗ · 2025 · Song, Jiali et al. · indexed
  2821. Understand Driving Behaviors Based on Comprehensive Grading System and Unsupervised Learning ↗ · 2024 · Guo, Bin et al. · indexed
  2822. A comparison of glance coding approaches for driver attention assessment ↗ · 2024 · Kircher, Katja et al. · indexed
  2823. Traffic safety climate factors in explaining driving behaviours and traffic crash involvement: comparative study among male and female drivers · 2022 · Atombo, Charles et al. · archived
  2824. The Smartphone and the Driver’s Cognitive Workload: A Comparison of Apple, Google, and Microsoft’s Intelligent Personal Assistants · 2015 · AAA Foundation for Traffic Safety · archived
  2825. The Role of Individual Differences in Executive Attentional Networks and Switching Choices in Multi-Task Management · 2015 · Gutzwiller, Robert S. et al. · archived
  2826. Drivers and Driver Assistance Systems: How Well do They Match? ↗ · 2013 · Lund, Adrian K · indexed
  2827. Modeling the Visual and Motor Control of Steering With an Eye to Shared-Control Automation ↗ · 2011 · Mars, Franck et al. · indexed
  2828. Selection for vigilance assignments: a review and proposed new direction ↗ · 2010 · Reinerman-Jones, Lauren et al. · indexed
  2829. Study on the longitudinal control analysis of a driver of a heavy-duty vehicle following another vehicle ↗ · 2006 · Iwaki, Ryo et al. · indexed
  2830. Effects of visual and conversation tasks upon a functional visual field while driving ↗ · 2002 · Ayama, M. et al. · indexed
  2831. User-Friendly Design of Human–machine Interaction of Driver Assistance Systems ↗ · 2026 · Bengler, Klaus et al. · indexed
  2832. OC-SVM on alertness driver behavior ↗ · 2023 · Abas, Ashardi et al. · indexed
  2833. Novel Auditory Displays in Highly Automated Vehicles: Sonification Improves Driver Situation Awareness, Perceived Workload, and Overall Experience · 2021 · Nadri, Chihab et al. · archived
  2834. Examining the Convergent and Discriminant Validity of Visual and Mental Workload Using Ocular Activity Variables ↗ · 2010 · Jessee, Michael S. · indexed
  2835. Hierarchical Automated Machine Learning Approach for Self-Optimizable Driving Distraction Recognition Based on Driver’s Lane-Keeping Performance ↗ · 2023 · Chai, Chen et al. · indexed
  2836. Traffic Safety Climate Factors in Explaining Driving Behaviours and Traffic Crash Involvement: Comparative Study Among Male and Female Drivers · 2022 · Atombo, Charles et al. · archived
  2837. Driver Attention Area Extraction Method Based on Deep Network Feature Visualization ↗ · 2020 · Han, Guodong et al. · indexed
  2838. A survey on driver behavior detection techniques for intelligent transportation systems ↗ · 2017 · Chhabra, Rishu et al. · indexed
  2839. Risk-taking on the road and in the mind: behavioural and neural patterns of decision making between risky and safe drivers ↗ · 2015 · Ba, Yutao et al. · indexed
  2840. Automation and the situation awareness of drivers in agricultural semi-autonomous vehicles ↗ · 2014 · Bashiri, Behzad et al. · indexed
  2841. Vision navigation for driver cognitive model in ACT-R architecture ↗ · 2010 · Cao, Jie et al. · indexed
  2842. Stroop color–word test, arousal, electrodermal activity and performance in a critical driving situation ↗ · 2004 · Collet, Christian et al. · indexed
  2843. Heart Rate and Pupil Dilation As Reliable Measures of Neuro-Cognitive Load Classification ↗ · 2022 · Abdurrahman, Usman Alhaji et al. · indexed
  2844. Adaptive Task Allocation Preferences in Different Workload Scenarios in Driving Automation Systems ↗ · 2022 · Taylor, Skye et al. · indexed
  2845. Examining Measures of Mental Workload Across Cognitive- and Sensory-Based Vigilance Tasks ↗ · 2016 · Fraulini, Nicholas W. et al. · indexed
  2846. The role of uncertainty and reward on eye movements in a virtual driving task ↗ · 2012 · Sullivan, B. T. et al. · indexed
  2847. A Dual-Stage Attention-Based Vehicle Speed Prediction Model Considering Driver Heterogeneity with Fuel Consumption and Emissions Analysis ↗ · 2024 · Cheng, Rongjun et al. · indexed
  2848. Self-reported data for mental workload modelling in human-computer interaction and third-level education ↗ · 2020 · Rizzo, Lucas et al. · indexed
  2849. Hybrid Steering Model depending on Driver's Gazing Point to detect inattentive driving using Machine Learning ↗ · 2019 · Honda, Takuya et al. · indexed
  2850. Can arousing feedback rectify lapses in driving? Prediction from EEG power spectra ↗ · 2013 · Lin, Chin-Teng et al. · indexed
  2851. Driver celeration behaviour and accidents – an analysis ↗ · 2008 · Wåhlberg, A.E. af · indexed
  2852. Continuous Assessment of Mental Workload During Complex Human–Machine Interaction: Inferring Cognitive State from Signals External to the Operator ↗ · 2025 · Roques, Axel et al. · indexed
  2853. Providing Explainability in Safety-Critical Automated Driving Situations through Augmented Reality Windshield HMIs ↗ · 2023 · Manger, Carina et al. · indexed
  2854. Driver-Adaptive Assist System for Avoiding Abnormality in Driving ↗ · 2007 · Kamal, M.A.S. et al. · indexed
  2855. The Influence of Traffic Congestion, Daily Hassles, and Trait Stress Susceptibility on State Driver Stress: An Interactive Perspective1 ↗ · 2000 · Hennessy, Dwight A. et al. · indexed
  2856. Physical, mental, emotional, and subjective workload components in train drivers ↗ · 1994 · MYRTEK, M. et al. · indexed
  2857. Investigating Visual Attention and Vehicle Dynamics: A Study of Naturalistic Lane Change ↗ · 2024 · Chu, Yuan et al. · indexed
  2858. The Effect of Driving Style on Responses to Unexpected Vehicle Cyberattacks · 2023 · Zhang, Fangda et al. · archived
  2859. The role of reward and effort over time in task switching ↗ · 2018 · Gutzwiller, Robert S. et al. · indexed
  2860. Comparison of Novice and Experienced Drivers Using the SEEV Model to Predict Attention Allocation at Intersections During Simulated Driving ↗ · 2015 · Bos, Alexander J et al. · indexed
  2861. Inattention-blindness behind the wheel ↗ · 2010 · Strayer, David L. · indexed
  2862. Mental Models in Motion: A Framework for Real-Time Evaluation of Drivers' Understanding of ADAS Features ↗ · 2025 · Alkurdi, Duha et al. · indexed
  2863. Principle for the Validation of a Driving Support using a Computer Vision-Based Driver Modelization on a Simulator ↗ · 2015 · Rouzier, Baptiste et al. · indexed
  2864. Keep your mind on the road: Predicting mind-wandering while driving using classification of pre-probe oscillatory brain activity and driving performance ↗ · 2014 · He, J. et al. · indexed
  2865. Human Factors Evaluation of Level 2 and Level 3 Automated Driving Concepts: Concepts of Operation · 2014 · Marinik, Andrew et al. · archived
  2866. Assessing the Effectiveness of Various Auditory Cues in Capturing a Driver's Visual Attention. ↗ · 2005 · Ho, Cristy et al. · indexed
  2867. Controlled and automatic human information processing: II. Perceptual learning, automatic attending and a general theory. ↗ · 1977 · Shiffrin, Richard M. et al. · indexed
  2868. Integrative Mobile Sensor Framework for Driver Behavior Analysis: Real-Time Monitoring of Facial and Physiological Parameters to Enhance Road Safety ↗ · 2025 · G, Manisha et al. · indexed
  2869. Using Detection Response Task and NASA-TLX to Measure the Difference in Cognitive Workload Between Partially Automated Mode and Manual Mode: An On-Road Study ↗ · 2023 · Jajo, Noor et al. · indexed
  2870. Effect of highway directional signs on driver mental workload and behavior using eye movement and brain wave ↗ · 2020 · Yang, Yanqun et al. · indexed
  2871. Examining the impacts of drivers’ emotions on takeover readiness and performance in highly automated driving · 2019 · Ayoub, Jackie et al. · archived
  2872. An investigation of mobile phone use while driving: An application of the theory of planned behavior ↗ · 2018 · Kruy, Sokunthea · indexed
  2873. Driving automation &amp; changed driver's task - effect of driver-interfaces on intervention ↗ · 2016 · van den Beukel, Arie P. et al. · indexed
  2874. The Smartphone and the Driver’s Cognitive Workload: A Comparison of Apple, Google, and Microsoft’s Intelligent Personal Assistants · 2015 · Strayer, David L. et al. · archived
  2875. Relative Effects of Education and In-vehicle Information System on Eco-driving and Driving Workload ↗ · 2013 · Lee, Kyehoon et al. · indexed
  2876. Évaluation de l’impact de communications vocales sur la conduite automobile ↗ · 2006 · Bruyas, Marie-Pierre et al. · indexed
  2877. Evaluation and Visualization of Driver Inattention Rating From Facial Features ↗ · 2020 · Dua, Isha et al. · indexed
  2878. Emotions, behaviour, and the adolescent driver: A literature review ↗ · 2017 · Scott-Parker, B. · indexed
  2879. Kinesthesia in a sustained-attention driving task · 2014 · Chuang, Chun‐Hsiang et al. · archived
  2880. Empirical Analysis of a Generalized Linear Multianticipative Car-Following Model in Congested Traffic Conditions ↗ · 2014 · Zhang, Xiao · indexed
  2881. Driving avoidance by older adults: Is it always self-regulation? ↗ · 2013 · Molnar, Lisa J. et al. · indexed
  2882. Modeling Performance Measures and Self-Ratings of Workload in a Visual Scanning Task ↗ · 2011 · Cassenti, Daniel N. et al. · indexed
  2883. What do drivers fail to see when conversing on a cell phone? ↗ · 2004 · Strayer, DL et al. · indexed
  2884. Applying the SEEV Model to Assess Where People Will Look: Practical Considerations ↗ · 2024 · Green, Paul · indexed
  2885. How Does Maritime Situation Awareness Depend on Navigation Automation and Mental Workload? A Sea Simulator Experiment ↗ · 2023 · Múller-Plath, Gisela et al. · indexed
  2886. Detection of Distracted Driver Using Convolutional Neural Network ↗ · 2023 · Vamshi, B. et al. · indexed
  2887. Examining the impacts of drivers' emotions on takeover readiness and performance in highly automated driving · 2019 · Du, Na et al. · archived
  2888. Driver′s Behavior Modeling Using Fuzzy Logic ↗ · 2010 · Ghaemi, Sehraneh et al. · indexed
  2889. Evaluation of braking behaviour for train drivers using phase-plane trajectories ↗ · 2008 · Marumo, Y. et al. · indexed
  2890. A Comparative Study on Situation Awareness While Reading in a Highly Automated Vehicle ↗ · 2026 · Mirnig, Alexander G. et al. · indexed
  2891. Foundational assumption reasonable but uncertain ↗ · 2021 · Wright, Rex A. et al. · indexed
  2892. Cognitive psychological approach for unraveling the take-over process during automated driving ↗ · 2019 · Scatturin, Lara et al. · indexed
  2893. The Effects of Task Type and Source Complexity on Vigilance Performance, Workload, and Stress ↗ · 2011 · Teo, Grace et al. · indexed
  2894. An Analytical Approach to the Prediction of Handling Qualities of Vehicles With Advanced Steering Control System Using Multi-Input Driver Model ↗ · 1998 · Horiuchi, Shinichiro et al. · indexed
  2895. Attention-Driven Convolutional Neural Network for Real-Time Driver Drowsiness and Inattention Awareness ↗ · 2026 · Kate, Chennaiah et al. · indexed
  2896. Differences in drivers’ dependence on AR warning information in urban driving environments: the role of driving experience · 2025 · Huo, Faren et al. · archived
  2897. Highway Hypnosis Detection and Prevention System ↗ · 2024 · Dutta, Priyam et al. · indexed
  2898. AI-Driven Driver Behavior Assessment Through Vehicle and Health Monitoring for Safe Driving—A Survey ↗ · 2024 · Yaqoob, Shumayla et al. · indexed
  2899. Cerebral haemodynamics during simulated driving: Changes in workload are detectable with functional near infrared spectroscopy · 2021 · Bloomfield, Peter M. et al. · archived
  2900. Effects of work zone configurations and traffic density on performance variables and subjective workload ↗ · 2014 · Shakouri, Mahmoud et al. · indexed
  2901. Task and Resting-State Functional Connectivity Predict Driving Violations ↗ · 2023 · Ju, Uijong · indexed
  2902. Crash Trifecta: A Complex Driving Scenario Describing Crash Causation ↗ · 2022 · J. Dunn, Naomi et al. · indexed
  2903. Pilots’ mental workload prediction based on timeline analysis ↗ · 2020 · Liu, Chengping et al. · indexed
  2904. Task Engagement and the Vigilance Decrement Revisited: Expanding Upon the Work of Joel S. Warm Using a Semantic Vigilance Paradigm ↗ · 2019 · Neigel, Alexis R. et al. · indexed
  2905. Cell Phones and Young Drivers: A Systematic Review Regarding the Association Between Psychological Factors and Prevention ↗ · 2013 · Cazzulino, Francesca et al. · indexed
  2906. Using spatial warning signals to capture a driver's visual attention ↗ · 2004 · Ho, Cristy · indexed
  2907. Modality Changes in Vigilance Displays: Further Evidence of Supramodal Resource Depletion in Vigilance ↗ · 2022 · Greenlee, Eric T. et al. · indexed
  2908. Psychosocial factors associated with the self-reported frequency of cell phone use while driving in Iran · 2021 · Kalantari, Amir Hossein et al. · archived
  2909. Drivers' Age and Automated Vehicle Explanations · 2021 · Zhang, Qiaoning · archived
  2910. Mode Awareness and Automated Driving—What Is It and How Can It Be Measured? ↗ · 2020 · Kurpiers, Christina et al. · indexed
  2911. Supporting anticipation in driving through attentional and interpretational in-vehicle displays ↗ · 2016 · Stahl, Patrick et al. · indexed
  2912. Psychophysiological investigation of vigilance decrement: Boredom or cognitive fatigue? ↗ · 2008 · Pattyn, Nathalie et al. · indexed
  2913. Enhancing Perceived Situation Awareness and Reducing Perceived Workload with a Likelihood Alarm Display ↗ · 2005 · Fallon, Corey K. et al. · indexed
  2914. Investigating the Influence of Takeover Request Warning Methods on Driver Tension in Level 3 Automated Driving · 2025 · Fukuzawa, Taiga et al. · archived
  2915. How ADAS alert resources match the Driver-Vehicle-Environment system model: an analysis of co-design data ↗ · 2024 · Camilo, Bruna Salvaia et al. · indexed
  2916. Human reliability analysis in situated driving context considering human experience using a fuzzy-based clustering approach · 2021 · He, Chao et al. · archived
  2917. Effects of Design Variables of In-Vehicle Touch Interface on Driving Performance, Glance Behavior, and Subjective Workload ↗ · 2020 · Lee, Seul Chan et al. · indexed
  2918. Driver Compensation ↗ · 2015 · Young, Richard A. · indexed
  2919. The Effects of Texting and Driving on Hazard Perception ↗ · 2012 · Burge, Rondell et al. · indexed
  2920. On-Road Evaluation of Destination Entry and Way-Finding Tasks: Comparisons Against Normal Driving ↗ · 2011 · Perez, Miguel et al. · indexed
  2921. The role of perceptual load in inattentional blindness ↗ · 2007 · Cartwright-Finch, Ula et al. · indexed
  2922. Assessment of Seafarers’ Mental Workload: A Study on High Speed Craft · 2024 · Kartoglu, Cem et al. · archived
  2923. Effects of Mobile Computer Terminal Configuration and Level of Driving Control on Police Officers’ Performance and Workload ↗ · 2021 · Shupsky, Taylor et al. · indexed
  2924. Steering Demands Diminish the Early-P3, Late-P3 and RON Components of the Event-Related Potential of Task-Irrelevant Environmental Sounds ↗ · 2016 · Scheer, Menja et al. · indexed
  2925. Tapping task as an index of mental workload in a time sharing task<sup>1</sup> ↗ · 2002 · Shinohara, Kazumitsu et al. · indexed
  2926. Comparative study of the effects of auditory, visual and multimodality displays on drivers' performance in advanced traveller information systems ↗ · 2001 · Liu, Yung-Ching · indexed
  2927. Prediction of Automobile Claims by Psychological Methods. A Case Study in Automobile Insurance ↗ · 1968 · Haner, Charles F. · indexed
  2928. The Influence of Sleep Quality, Vigilance, and Sleepiness on Driving-Related Cognitive Abilities: A Comparison between Young and Older Adults · 2020 · Bartolacci, Chiara et al. · archived
  2929. Effects of Workload and Workload Transitions on Attention Allocation in a Dual-Task Environment: Evidence From Eye Tracking Metrics ↗ · 2020 · Moacdieh, Nadine Marie et al. · indexed
  2930. Development of an Evaluation Method for a Driver's Cognitive Workload Using ECG Signal ↗ · 2014 · Hong, Wongi et al. · indexed
  2931. Gaze Patterns in a Steering-Into-Lane Task on a Straight Road: The Effect of Driving Speed, Lane, and Expertise ↗ · 2011 · Kadar, Endre E. et al. · indexed
  2932. Improvement and Calibration of Driving Safety Field Model: Resolving Risk Characterization Mismatches ↗ · 2026 · Hu, Yanting et al. · indexed
  2933. The impact of in-car human-machine interface prompt locations on driver attention resource redistribution: An event-related potential study ↗ · 2025 · Wang, Shirui et al. · indexed
  2934. Driving Under the Influence: How Music Listening Affects Driving Behaviors ↗ · 2019 · Navarro, Jordan et al. · indexed
  2935. Augmented Reality Guidance for Control Transitions in Automated Driving ↗ · 2018 · Eriksson, Alexander et al. · indexed
  2936. Effects of Alarm Modality and Alarm Reliability on Workload, Trust, and Driving Performance ↗ · 2015 · Shah, Smruti J. et al. · indexed
  2937. The concept of "presence" used as a measure for ecological validity in driving simulators ↗ · 2014 · Deniaud, Christophe et al. · indexed
  2938. Relation of a test of attention to road accidents. ↗ · 1973 · Kahneman, Daniel et al. · indexed
  2939. Image-Based Fatigue Detection of Vehicle Driver: State-of-the-Art and Reference Model ↗ · 2021 · Bulygin, Alexandr et al. · indexed
  2940. The Effects of Vehicle Automation on Driver Engagement: The Case of Adaptive Cruise Control and Mind Wandering ↗ · 2020 · Weaver, Starla M. et al. · indexed
  2941. Mind Wandering While Driving ↗ · 2015 · Lerner, Neil et al. · indexed
  2942. Improving performance of public transit buses by minimizing driver distraction ↗ · 2012 · D’Souza, K. A. et al. · indexed
  2943. Predicting Operator Situation Awareness from Psychophysiological Signals: Utility of Personalized and Universal Models ↗ · 2024 · Zhang, Johnny et al. · indexed
  2944. Deriving Driver Behavioral Pattern Analysis and Performance Using Neural Network Approaches ↗ · 2022 · Malik, Meenakshi et al. · indexed
  2945. Psychometric properties of the Attitudes and Beliefs about Sleepy Driving Scale in Chinese drivers and its relationships with driving behaviours ↗ · 2022 · Zhao, Chunyue et al. · indexed
  2946. A Review of Empirical Studies on User Acceptance of Driver Assistance Systems ↗ · 2015 · Md Isa, Mohd Hafzi et al. · indexed
  2947. Effect of External Distractions ↗ · 2012 · Divekar, Gautam et al. · indexed
  2948. Attention to Attention ↗ · 2011 · Ocasio, William · indexed
  2949. Watch Out for Explanations: Information Type and Error Type Affect Trust and Situational Awareness in Automated Vehicles ↗ · 2025 · Du, Na et al. · indexed
  2950. Change of drivers’ functional condition during dangerous goods transportation ↗ · 2022 · Afonin, Maksym · indexed
  2951. A Novel Heterogeneous Network for Modeling Driver Attention With Multi-Level Visual Content ↗ · 2022 · Hu, Zhongxu et al. · indexed
  2952. Safety evaluation of driver cognitive failures and driving errors on right-turn filtering movement at signalized road intersections based on Fuzzy Cellular Automata (FCA) model ↗ · 2017 · Chai, Chen et al. · indexed
  2953. Multisensory Cue Congruency in the Lane Change Test ↗ · 2017 · Sun, Yuanjing et al. · indexed
  2954. Smart Driver Monitoring: When Signal Processing Meets Human Factors: In the driver's seat ↗ · 2016 · S. Aghaei, Amirhossein et al. · indexed
  2955. A driver model for vehicle lateral dynamics ↗ · 2011 · Moon, Chulwoo et al. · indexed
  2956. Perceptual load induces inattentional blindness ↗ · 2010 · Cartwright-Finch, U. et al. · indexed
  2957. Analysis of Bus Driver Fatigue and Distracted Driving with DMS Warning-Based Data and Association Rules Mining ↗ · 2025 · Yang, Jun et al. · indexed
  2958. Degraded States of Engagement in Air Traffic Control ↗ · 2022 · Migliorini, Yannick et al. · indexed
  2959. A Scoping Study on Driver’s Perspective of Distracting Factors ↗ · 2021 · Al-Rousan, Taleb M. et al. · indexed
  2960. Hazard perception in novice and experienced drivers: The effects of sleepiness · 2009 · Smith, Simon S. et al. · archived
  2961. Information complexity-mental workload and performance in combat aircraft ↗ · 1997 · Svensson, E. et al. · indexed
  2962. THE EFFECT OF DRIVING EXPERIENCE ON DRIVER'S VISUAL ATTENTION. AN ANALYSIS OF OBJECTS LOOKED AT, USING THE VERBAL REPORT METHOD ↗ · 1980 · Renge, Kazumi · indexed
  2963. Model-Based Estimation of Mental Workload in Drivers Using Pupil Size Measurements ↗ · 2023 · Pillai, Prarthana et al. · indexed
  2964. Concealing their communication: Exploring psychosocial predictors of young drivers’ intentions and engagement in concealed texting · 2014 · Gauld, Cassandra S. et al. · archived
  2965. Role of Lateral Acceleration in Curve Driving: Driver Model and Experiments on a Real Vehicle and a Driving Simulator ↗ · 2001 · Reymond, Gilles et al. · indexed
  2966. Understanding the Correlation Between Boredom Proneness Induced Sleepiness and Microsleep Events Among Drivers ↗ · 2025 · Mauladea, Faiza et al. · indexed
  2967. Design of On-body Tactile Displays to Enhance Situation Awareness in Automated Vehicles ↗ · 2022 · Chiossi, Francesco et al. · indexed
  2968. Highly automated vehicle safety driver monitoring support through Bayesian MCMC Logistic Regression ↗ · 2021 · Corcoran, Nicole M et al. · indexed
  2969. Multiple-object tracking while driving: the multiple-vehicle tracking task ↗ · 2014 · Lochner, Martin J. et al. · indexed
  2970. Workload Assessment in Human Performance Models Using the Secondary-Task Technique ↗ · 2012 · Wang, Wenbi · indexed
  2971. EEG Alpha Spindles as Indicators for Prolonged Brake Reaction Time During Auditory Secondary Tasks in a Real Road Driving Study ↗ · 2011 · Schrauf, M. et al. · indexed
  2972. Analysis of Driving Behavior Characteristics in the Transition of Yellow Light ↗ · 2020 · Zheng, Haoran et al. · indexed
  2973. How to Work in the Car of the Future? ↗ · 2019 · Pollmann, Kathrin et al. · indexed
  2974. A further exploration of sensation seeking propensity, reward sensitivity, depression, anxiety, and the risky behaviour of young novice drivers in a structural equation model · 2012 · Scott‐Parker, Bridie et al. · archived
  2975. Task analysis of intersection driving scenarios : information processing bottlenecks · 2006 · Richard, Christian M. et al. · archived
  2976. On the Fast Lane to Road Rage · 2003 · Drews, Frank A. et al. · archived
  2977. Declines in Auditory Vigilance during Periods of High Multiple-Task Activity ↗ · 1963 · Alluisi, Earl A. et al. · indexed
  2978. Analysis and identification of physiological profiles for cognitive load modeling in conditioned autonomous driving using unsupervised analysis and clustering ↗ · 2025 · Vásquez, Evelyn et al. · indexed
  2979. Understanding Explanation Content for Cognitive and Affective Trust in Automated Vehicles · 2025 · Zhang, Qiaoning · archived
  2980. The Effects of the Driver’s Mental State and Passenger Compartment Conditions on Driving Performance and Driving Stress ↗ · 2020 · Magaña, Víctor Corcoba et al. · indexed
  2981. The Role of Working Memory in Levels of Situation Awareness ↗ · 2012 · Gutzwiller, Robert S. et al. · indexed
  2982. The Relation Between Perceived Risk and Preventive Action: A Within‐Subject Analysis of Perceived Driving Risk and Intentions to Wear Seatbelts ↗ · 1990 · Stasson, Mark et al. · indexed
  2983. Exploring Driving Style Variations When Driving in Work Zone: A Driving Simulation Study ↗ · 2024 · Wang, Ze et al. · indexed
  2984. Evaluation of Driver Distraction with Changes in Gaze Direction Based on a Vestibulo-Ocular Reflex Model ↗ · 2017 · Son, Le Anh et al. · indexed
  2985. Traffic: Why We Drive the Way We Do (and What It Says About Us) ↗ · 2009 · Vanderbilt, Tom · indexed
  2986. Review of Driver Behavior Characteristics and Hazard Perception Enhancement in Low-Illumination Environments ↗ · 2025 · Feng, Pengfei et al. · indexed
  2987. Advanced Alarm Method Based on Driver’s State in Autonomous Vehicles ↗ · 2021 · Han, Ji-Hyeok et al. · indexed
  2988. A multidimensional scale of mental workload evaluation based on Individual-Workload- Activity (IWA) model: Validation and relationships with job satisfaction ↗ · 2020 · Galy, Edith · indexed
  2989. Driving with and without automation on the motorway – an observational study ↗ · 2020 · Várhelyi, András et al. · indexed
  2990. On the Workload of Vigilance: Comparison of the NASA-TLX and the MRQ ↗ · 2009 · Boles, David B. et al. · indexed
  2991. Neurophysiologic monitoring of mental workload and fatigue during operation of a flight simulator ↗ · 2005 · Smith, Michael E. et al. · indexed
  2992. A Driving Simulator Study of the Performance Effects of Low Blood Alcohol Concentration ↗ · 1996 · Allen, R. Wade et al. · indexed
  2993. Analysis of mental workload indicators among railway crossing guards in Yogyakarta City ↗ · 2023 · Hariyono, Widodo et al. · indexed
  2994. Targeting young driver emotions can reduce their cellphone distractions ↗ · 2023 · Hoseinzadeh Nooshabadi, Mehdi et al. · indexed
  2995. Driver distraction detection via multi‐scale domain adaptation network ↗ · 2023 · Wang, Jing et al. · indexed
  2996. Improve adaptive cruise control under driver distraction: Time headway compensation based on a random‐effect crash risk model ↗ · 2021 · Li, Penghui et al. · indexed
  2997. Assessing Cognitive Fidelity in a Situation Awareness Process Model ↗ · 2019 · Freiman, Mary et al. · indexed
  2998. Research on Beijing Bus Driver Psychology Fatigue Evaluation ↗ · 2012 · Sang, Yao et al. · indexed
  2999. Driver behavior analysis on response to ITS guidance ↗ · 2004 · Li Jing et al. · indexed
  3000. Errors and violations on the roads: a real distinction? ↗ · 1990 · Reason, James et al. · indexed
  3001. Classifying Driver Attention Level Using Logistic Regression and Support Vector Machine ↗ · 2021 · Farhat, Ana et al. · indexed
  3002. Age, cognitive load, and multimodal effects on driver response to directional warning ↗ · 2019 · Lundqvist, Linda-Marie et al. · indexed
  3003. Visual attention allocation between robotic arm and environmental process control ↗ · 2015 · Wickens, Christopher D. et al. · indexed
  3004. Differences in Off-Road Glances: Effects on Young Drivers’ Performance ↗ · 2010 · Donmez, Birsen et al. · indexed
  3005. Visual attention and the transition from novice to advanced driver ↗ · 2007 · Underwood, G. · indexed
  3006. Situation Awareness as a Predictor of Performance for En Route Air Traffic Controllers ↗ · 1998 · Durso, Francis T. et al. · indexed
  3007. Multimodal Wearable-Based Automated Driver Inattention State Assessment Using Multidevices and Novel Cross-Modal Attention Framework ↗ · 2025 · Pavan, Kaveti et al. · indexed
  3008. Neurophysiological Assessment of An Innovative Maritime Safety System in Terms of Ship Operators’ Mental Workload, Stress, and Attention in the Full Mission Bridge Simulator · 2023 · Ronca, Vincenzo et al. · archived
  3009. Integration of Human Factors in an Automated Driving Supervision System · 2022 · Scoliege, Jordan et al. · archived
  3010. Investigating the validity of subjective workload rating (NASA TLX) and subjective situation awareness rating (SART) for cognitively complex human–machine work ↗ · 2021 · Braarud, Per Øivind · indexed
  3011. Real-time driver drowsiness estimation by multi-source information fusion with Dempster–Shafer theory ↗ · 2013 · Li, Xuanpeng et al. · indexed
  3012. Future Driver Assistance: Basing Safety Features on What the Driver Should Do! ↗ · 2003 · Schäfer, Helge et al. · indexed
  3013. The Effect of Advanced Driver Assistance Systems on Truck Drivers’ Defensive Driving Behaviors: Insights from a Preliminary On-Road Study ↗ · 2025 · Huang, Chunxi et al. · indexed
  3014. Assessment and Prediction of Remote Operators’ Mental Workload Through AoI Data in AV Scenarios ↗ · 2025 · Valerio, Andrea et al. · indexed
  3015. The Impact of Instrumental Music on Dual-task Interference in a Simulated Driving Environment · 2024 · Khadiv, Elahe et al. · archived
  3016. Assessing Situation Awareness (SA) Using Single- or Dual-Location functional Near Infrared Spectroscopy (fNIRS) · 2023 · Bracken, Bethany K. et al. · archived
  3017. Analysis of HAZMAT truck driver fatigue and distracted driving with warning-based data and association rules mining ↗ · 2023 · Sun, Ming et al. · indexed
  3018. Driving Anger dimensions and their relationship with Aberrant Driver Behavior in Lebanon: Results from a National Self-reported Survey ↗ · 2022 · Youssef, Dalal et al. · indexed
  3019. Safety climate and the distracted driving experiences of truck drivers ↗ · 2015 · Swedler, David et al. · indexed
  3020. Dimensions of driving anger and their relationships with aberrant driving ↗ · 2015 · Zhang, Tingru et al. · indexed
  3021. Interactions between Cars and Motorcycles: Testing Underlying Concepts through Integration of On-Road and Simulator Studies ↗ · 2013 · Lenné, Michael G et al. · indexed
  3022. Modeling of Driver Steering Operations in Lateral Wind Disturbances toward Driver Assistance System ↗ · 2009 · KURATA, Yoshinori et al. · indexed
  3023. WORKLOAD OF HELICOPTER PILOTS AND ITS IMPACT ON FLIGHT PERFORMANCE ↗ · 2025 · Institute of Aeronautics and Applied Mechanics, Warsaw University of Technology, Warsaw, Poland et al. · indexed
  3024. Auditory Hazard Notifications in Intelligent Cockpits: The Impacts on Driver Trust and Workload during Automated Driving ↗ · 2024 · Su, Yizi et al. · indexed
  3025. Reconciling situation awareness in humans versus machines via mode awareness and schemata ↗ · 2013 · Hew, Patrick · indexed
  3026. On the Assessment of Criteria for Driver Impairment;In Search of the Golden Yardstick for Driving Performance ↗ · 2003 · Brookhuis, Karel et al. · indexed
  3027. How to Reduce Work-Related Road Deaths? Driver Fatigue Monitoring – Case Study · 2025 · DAVIDOVIĆ, Jelica et al. · archived
  3028. Personality, functional performance, and travel patterns related to older drivers’ risky driving behavior: A naturalistic driving study ↗ · 2025 · Zhu, Yuanfang et al. · indexed
  3029. Electronic Device Use: A Review of the Literature on Addictive Behaviors · 2023 · Hoekstra-Atwood, Liberty et al. · archived
  3030. Non-Driving-Related Task Engagement: The Role of Speed ↗ · 2022 · Seaman, Sean et al. · indexed
  3031. The Effects of Driver’s Trust in Adaptive Cruise Control and Traffic Density on Workload and Situation Awareness ↗ · 2020 · Kwon, Soon-Chan et al. · indexed
  3032. Driver’s Safety Assessment In Two-Lane Rural Road Work Zones · 2020 · Valdés-Díaz, Didier M et al. · archived
  3033. ACC design for safety and fuel efficiency: the acceptance of safety margins when adopting different driving styles · 2019 · Pampel, Sanna M. et al. · archived
  3034. The Workload Curve ↗ · 2015 · Estes, Steven · indexed
  3035. The need for a multi-factorial model of safe human performance in air traffic control ↗ · 2010 · Edwards, Tamsyn et al. · indexed
  3036. Video entertainment to mitigate safety risks during prolonged automated driving: Impacts on cognitive load, fatigue, and takeover performance ↗ · 2026 · Ma, Jun et al. · indexed
  3037. A multimodal interaction-based approach to situational driving anger emotion regulation ↗ · 2025 · Wei, Ting et al. · indexed
  3038. On-Road Assessment of Driver Mode Awareness of Assisted and Automated Driving ↗ · 2022 · Britten, Nicholas et al. · indexed
  3039. AutoPreview: A Framework for Autopilot Behavior Understanding · 2021 · Shen, Yuan et al. · archived
  3040. A driver model using optic information for longitudinal and lateral control of a long vehicle combination ↗ · 2014 · Nilsson, Peter et al. · indexed
  3041. Driver-Assistance System to Encourage Spontaneous Eco-Driving Behavior ↗ · 2011 · Hiraoka, Toshihiro et al. · indexed
  3042. Quantitative Human Error Model and Analysis of Rational Driver · 2006 · Kumamoto, Hiromitsu et al. · archived
  3043. The effects of level of automation and adaptive automation on human performance, situation awareness and workload in a dynamic control task ↗ · 2004 · Kaber, David B. et al. · indexed
  3044. Attentional Models of Multitask Pilot Performance Using Advanced Display Technology ↗ · 2003 · Wickens, C. D. · indexed
  3045. The basic driver error: late detection ↗ · 1990 · RUMAR, KÂRE · indexed
  3046. Development and validation of a scale assessing achievement goals in driving ↗ · 2020 · Mascret, Nicolas et al. · indexed
  3047. The influence of sustained attention on Railway accidents ↗ · 1997 · Edkins, Graham D. et al. · indexed
  3048. Multiple Resource Theory I ↗ · 1994 · BASIL, MICHAEL D. · indexed
  3049. Introducing a multi-variate classification method: Risky driving acceptance among different heterogeneous driver sub-cultures ↗ · 2020 · Timmermans, Chantal et al. · indexed
  3050. Emotional reactivity: Beware its involvement in traffic accidents ↗ · 2018 · Katia M’bailara et al. · indexed
  3051. Aberrant driving behaviors: A study of drivers in Beijing ↗ · 2010 · Shi, Jing et al. · indexed
  3052. A new dynamic spatial information design framework for AR-HUD to evoke drivers’ instinctive responses and improve accident prevention ↗ · 2023 · Wang, Jianmin et al. · indexed
  3053. Measuring risky driving behaviours among young drivers: Development of a scale for the Oman setting ↗ · 2018 · Al-Reesi, Hamed et al. · indexed
  3054. Effects of Human Adaptation and Trust on Shared Control for Driver-Automation Cooperative Driving ↗ · 2017 · Li, Renjie et al. · indexed
  3055. Situation Awareness in Automated Vehicles through Proximal Peripheral Light Signals ↗ · 2017 · van Veen, Tom et al. · indexed
  3056. Spatial reference frames and driver performance ↗ · 1996 · ROGÉ, JOCELINE · indexed
  3057. Accident risk and risk-taking behaviour among young drivers ↗ · 1986 · Jonah, Brian A. · indexed
  3058. Effects of Chronic Stress and Acute Stress on Driving Performance ↗ · 2024 · Oliver, Myriam et al. · indexed
  3059. Driver Modeling Using a Continuous Policy Space: Theory and Traffic Data Validation ↗ · 2024 · Yaldiz, Cem Okan et al. · indexed
  3060. Variation in capacity with a change in driver behaviour ↗ · 2020 · Das, Amit Kumar et al. · indexed
  3061. Modeling risk anticipation and defensive driving on residential roads with inverse reinforcement learning ↗ · 2014 · Shimosaka, Masamichi et al. · indexed
  3062. Differential moderating effect of locus of control on effect of driving experience in young male and female drivers · 2010 · Holland, Carol et al. · archived
  3063. Seat-belt wearing and driving behavior: An instrumented-vehicle study ↗ · 1994 · Janssen, Wiel · indexed
  3064. Training for the unexpected: Enhancing driver preparedness through hazard awareness. A 15-year cohort study ↗ · 2026 · Kuipers, Jorrit et al. · indexed
  3065. Evolutionary Perspective on Human Cognitive Architecture in Cognitive Load Theory: a Dynamic, Emerging Principle Approach ↗ · 2023 · Kalyuga, Slava · indexed
  3066. Supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving ↗ · 2021 · Flynn-Evans, Erin E. et al. · indexed
  3067. Optic Flow and Tunnel Vision in the Detection Response Task ↗ · 2019 · van Winsum, Wim · indexed
  3068. Estimation of Mental Workload during Motorcycle Operation ↗ · 2015 · Ohtsuka, Ryoichi et al. · indexed
  3069. Inhibitory Control and Reward Predict Risky Driving in Young Novice Drivers: A Simulator Study ↗ · 2011 · Jongen, Ellen et al. · indexed
  3070. IMCATN: Transformer Based Learning With Multi-Scale Information Fusion for Driver Cognitive Load Recognition ↗ · 2025 · Cheng, Shiwei et al. · indexed
  3071. Longer-term exposure vs training: Their effect on drivers' mental models of ADAS technology ↗ · 2022 · Carney, Cher et al. · indexed
  3072. The Expert Locomotive Engineer’s Mental Model · 2021 · NHTSA · archived
  3073. The impact of road advertising signs on driver behaviour and implications for road safety: A critical systematic review ↗ · 2019 · Oviedo-Trespalacios, Oscar et al. · indexed
  3074. Multimodal Priming of Drivers for a Cooperative Take-Over ↗ · 2018 · Kalb, Luis et al. · indexed
  3075. The Strategic Task Overload Model: History, Status, Challenges, and Extensions into New Domains ↗ · 2017 · Sebok, Angelia · indexed
  3076. Classification of Driver's Neutral and Cognitive Distraction States Based on Peripheral Vehicle Behavior in Driver's Gaze Transition ↗ · 2016 · Hirayama, Takatsugu et al. · indexed
  3077. DriveID: safety innovation through individuation ↗ · 2012 · Sawyer, Ben et al. · indexed
  3078. Impact of driving style, behaviour and anger on crash involvement among Iranian intercity bus drivers ↗ · 2022 · Karimi, Sajjad et al. · indexed
  3079. Driver Behavior Classification System Analysis Using Machine Learning Methods ↗ · 2021 · Ghandour, Raymond et al. · indexed
  3080. Driving towards a greener future: an application of cognitive work analysis to promote fuel-efficient driving ↗ · 2019 · Stanton, Neville A. et al. · indexed
  3081. General Motors’ Approach to Managing Driver Workload ↗ · 2011 · Geisler, Scott P. et al. · indexed
  3082. Fatigue factors affecting metropolitan bus drivers: A qualitative investigation · 2009 · Biggs, Herbert C. et al. · archived
  3083. Modeling the Scan Pattern Behavior of Air Traffic Controllers ↗ · 2009 · Leiden, Kenneth et al. · indexed
  3084. State Driver Stress as a Function of Occupational Stress, Traffic Congestion, and Trait Stress Susceptibility1 ↗ · 2007 · Wickens, Christine M. et al. · indexed
  3085. Current Perspectives on Cognition and Decision Making in Aviation ↗ · 2001 · Mosier, Kathleen L. et al. · indexed
  3086. Human factors in the causation of road traffic crashes ↗ · 2000 · Petridou, Eleni et al. · indexed
  3087. Driving Cognitive Alertness Detecting Using Evoked Multimodal Physiological Signals Based on Uncertain Self-Supervised Learning ↗ · 2024 · Zhao, Pengbo et al. · indexed
  3088. Heart rate measures reflect the interaction of low mental workload and fatigue during driving simulation ↗ · 2012 · Trutschel, Udo et al. · indexed
  3089. Driver-Assistance System to Encourage Spontaneous Eco-Driving Behavior ↗ · 2011 · Hiraoka, Toshihiro et al. · indexed
  3090. PROPOSAL OF WARNING METHOD FOR REAR-SIDE OBSTACLES USING DRIVER'S PERCEPTUAL RISK MODEL ↗ · 2009 · NISHIYAMA, AKIHIRO et al. · indexed
  3091. Effects of Cell Phone Conversation Difficulty on Driving Performance ↗ · 2003 · Rakauskas, Mick et al. · indexed
  3092. A Contextual Analysis of Driver-Facing and Dual-View Video Inputs for Distraction Detection in Naturalistic Driving Environments · 2025 · Dontoh, Anthony et al. · archived
  3093. Assessing the Effects of Interchange Warning Systems on Driving Risk: A Driving Simulator Study ↗ · 2024 · Li, Jingyang et al. · indexed
  3094. Sleep disorders and risk of traffic crashes: A naturalistic driving study analysis ↗ · 2021 · Bharadwaj, Nipjyoti et al. · indexed
  3095. How internal and external risks affect the relationships between trust and driver behavior in automated driving systems · 2021 · Tilbury, Dawn M. et al. · archived
  3096. Relationship between Individual Characteristics and Driving Behavior of Novice Driver ↗ · 2020 · Duan, Min et al. · indexed
  3097. Metacognition of multitasking: How well do we predict the costs of divided attention? ↗ · 2014 · Finley, Jason R. et al. · indexed
  3098. The Moderator Effects of Taskload on the Interplay Between En Route Intra-Sector Team Communications, Situation Awareness, and Mental Workload ↗ · 2002 · Bailey, Larry L. et al. · indexed
  3099. Attitudes of Person at Driver’s Seat of Level 3–4 Automated Vehicle Affect Human Driver Entering Roadway · 2025 · Saeki, Hidehiro et al. · archived
  3100. An Examination of How Longer-Term Exposure and User Experiences Affect Drivers&#8217; Mental Models of ADAS Technology · 2022 · AAA Foundation for Traffic Safety · archived
  3101. Transformation of a mental model by presenting image recognition results to a driver ↗ · 2020 · INOUE, Koichiro et al. · indexed
  3102. Human behaviour with automated driving systems: a quantitative framework for meaningful human control ↗ · 2019 · Heikoop, Daniël D. et al. · indexed
  3103. Relationship between frustration justification and vehicle control behaviors – A simulator study ↗ · 2014 · Lee, Yi-Ching et al. · indexed
  3104. Effects of Cargo Loading and Unloading on Truck Driver Alertness ↗ · 1999 · O’Neill, Timothy R. et al. · indexed
  3105. Attentional capture and aging: Implications for visual search performance and oculomotor control ↗ · 1999 · Kramer, Arthur F. et al. · indexed
  3106. Peran Locus of Control dan Sikap Pro Risiko terhadap Perilaku Mengemudi Berisiko ↗ · 2021 · Rachmatunnisa, Firdha et al. · indexed
  3107. A method for driving control authority transition for cooperative autonomous vehicle ↗ · 2015 · Koo, Yongbon et al. · indexed
  3108. Discomfort, affects and coping strategies in driving activity ↗ · 2008 · Cahour, Béatrice · indexed
  3109. Stability and Performance Analysis of Automobile Driver Steering Control ↗ · 1982 · Allen, R. Wade · indexed
  3110. An interpretable prediction model of illegal running into the opposite lane on curve sections of two-lane rural roads from drivers’ visual perceptions ↗ · 2023 · He, Li et al. · indexed
  3111. Road rage and aggressive driving behaviors: The role of state-trait anxiety and self-control ↗ · 2023 · Shamoa-Nir, Lipaz · indexed
  3112. Study on a Selection Method of Objects contribute to Driver Operation based on a Statistical Driving Behavior Model ↗ · 2019 · Hashimoto, Kohjiro et al. · indexed
  3113. Complex Lane Change Behavior in the Foresighted Driver Model ↗ · 2015 · Julian, Eggert et al. · indexed
  3114. Cognitive Load in Cross‐Modal Dual‐Task Processing ↗ · 2015 · Morrison, Natalie M. V. et al. · indexed
  3115. Effects of Automation Exposure and Non-Driving Related Tasks on Manual Driving Performance after Takeover of Manual Control ↗ · 2024 · Dudley, LeGrand E. et al. · indexed
  3116. Research on the SSIDM Modeling Mechanism for Equivalent Driver’s Behavior ↗ · 2023 · Fang, Rui · indexed
  3117. The Rules of Attention Shift on Display and Control Terminal Base on Situation Awareness ↗ · 2014 · Liu, Wei et al. · indexed
  3118. Driver-vehicle confluence or how to control your car in future? ↗ · 2012 · Riener, Andreas · indexed
  3119. Attention Function Structure of Older and Younger Adult Drivers ↗ · 2009 · Tuttle, Stephanie et al. · indexed
  3120. Exploring False Warnings and Modalities for Emergency Vehicle Alerts and Their Impact on Driver Behavior · 2026 · Weibull, Kajsa et al. · archived
  3121. An efficient multi-task learning CNN for driver attention monitoring ↗ · 2024 · Yang, Dawei et al. · indexed
  3122. A Multidimensional Concept of Mental Workload: A Systematic Review ↗ · 2022 · Hidayat, Veny et al. · indexed
  3123. Analyzing the relationship between head pose and gaze to model driver visual attention ↗ · 2016 · Jha, Sumit et al. · indexed
  3124. Forced peripheral vision driving paradigm: evidence for the hypothesis that car drivers learn to keep in lane with peripheral vision ↗ · 1998 · Summala, Heikki · indexed
  3125. Type A behavior pattern, multiple-task performance, and subjective estimation of mental workload · 1985 · Damos, Diane L. et al. · archived
  3126. Investigating Micro-Driving Behavior of Combined Horizontal and Vertical Curves Using an RF Model and SHAP Analysis ↗ · 2024 · Wang, Xiaomeng et al. · indexed
  3127. Driver instruction for automated vehicles: Assessing the role of specific elements on learner motivation and mental model development · 2022 · Feinauer, Sophie et al. · archived
  3128. P017 Am I sleepy? – Subjective Sleepiness and Drowsy Driving: A systematic review and meta-analysis ↗ · 2021 · Cai, A et al. · indexed
  3129. Driver Fitness in the Resumption of Control ↗ · 2020 · Kanaan, Dina et al. · indexed
  3130. Cue utilization differentiates resource allocation during sustained attention simulated rail control tasks. ↗ · 2019 · Sturman, Daniel et al. · indexed
  3131. Effects of Searching for Street Parking on Driver Behaviour and Physiology: Results From an On-Road Instrumented Vehicle Study ↗ · 2018 · Ponnambalam, Canmanie Teresa et al. · indexed
  3132. Measuring workload with electrodermal activity during common braking actions ↗ · 2014 · Collet, C. et al. · indexed
  3133. A reasoning-based framework for car driver&amp;#x2019;s stress prediction ↗ · 2008 · Rigas, George et al. · indexed
  3134. Seeing the automation malfunction before it happens: designing information cues that support driver situation awareness ↗ · 2026 · Garakani, Golnoosh et al. · indexed
  3135. Analysis of driving behavior on sharp curves based on latent class model ↗ · 2024 · Delin, Li et al. · indexed
  3136. Zone-of-Interaction Prioritization for Personalized Automated Driving by Considering Visual Attention Preferences ↗ · 2024 · Liu, Ao et al. · indexed
  3137. Effect of Automating Procedural Work on Situation Awareness and Workload ↗ · 2022 · Schreckenghost, Debra et al. · indexed
  3138. Which parts of the road guide obstacle avoidance? Quantifying the driver's risk field ↗ · 2020 · Kolekar, Sarvesh et al. · indexed
  3139. Cognitive Load Estimation in the Wild ↗ · 2018 · Fridman, Lex et al. · indexed
  3140. An experimental study of signal vigilance errors in train driving ↗ · 1984 · HAGA, SHIGERU · indexed
  3141. YOLO11n-LDS: a lossless downsampling and direction-aware framework for robust driver distraction and fatigue detection ↗ · 2026 · Chen, Yi Ying et al. · indexed
  3142. Gaze behaviours, situation awareness and cognitive workload of air traffic controllers in radar screen monitoring tasks with varying task complexity ↗ · 2025 · Yiu, Cho Yin et al. · indexed
  3143. The Effect of Workload and Commitment on Online Motorcycle Taxi Drivers’ Performance ↗ · 2023 · Hartono, Hartono · indexed
  3144. TML: A Triple-Wise Multi-Task Learning Framework for Distracted Driver Recognition ↗ · 2021 · Liu, Dichao et al. · indexed
  3145. Distress Tolerance as a Predictor of Risky and Aggressive Driving ↗ · 2013 · Beck, Kenneth H. et al. · indexed
  3146. Riyadisi &amp;#x2014; Intelligent driver monitoring system ↗ · 2013 · Darshana, K. U. G. S. et al. · indexed
  3147. Motivations for Speeding, Volume I: Summary Report · 2012 · Richard, Christian M. et al. · archived
  3148. The influence of aircraft proximity data on the subjective mental workload of controllers in the air traffic control task ↗ · 1999 · Lamoureux, Tab · indexed
  3149. Development of human factors guidelines for advanced traveler information systems and commercial vehicle operations : literature review · 1996 · Dingus, Thomas A. et al. · archived
  3150. SUSI Methodology: Evaluating Driver Error and System Hazard ↗ · 1995 · Stobart, Richard et al. · indexed
  3151. A Psychophysiological Model Based on Machine Learning Algorithms for Evaluating Commercial Airline Pilots' Mental Workload in Flight‐Simulation Context ↗ · 2025 · Wang, Lei et al. · indexed
  3152. Risk Generation and Identification of Driver–Vehicle–Road Microtraffic System ↗ · 2022 · Huang, Heye et al. · indexed
  3153. An observational study of secondary task engagement while driving on urban streets in Iranian Safe Communities ↗ · 2016 · Torkamannejad Sabzevari, Javad et al. · indexed
  3154. Contributing Factors to Driver's Over-trust in a Driving Support System for Workload Reduction ↗ · 2009 · ITOH, Makoto · indexed
  3155. Cellular Telephones and Driving Performance: The Effects of Attentional Demands on Motor Vehicle Crash Risk ↗ · 2005 · Hunton, James et al. · indexed
  3156. Impact of Post-Covid-19 on driver behaviour: A perspective towards pandemic-sustained transportation ↗ · 2023 · Ansari, Shahzeb et al. · indexed
  3157. On the impact of advanced driver assistance systems on driving distraction and risky behaviour: An empirical analysis of irish commercial drivers ↗ · 2023 · Masello, Leandro et al. · indexed
  3158. EEG assessment of driving cognitive distraction caused by central control information · 2023 · Zhao, Yan et al. · archived
  3159. Self-reported mind wandering reflects executive control and selective attention · 2022 · Hawkins, Guy E. et al. · archived
  3160. Technology Helps Combat Driver Fatigue: Case Study From the Middle East ↗ · 2021 · Carpenter, Chris · indexed
  3161. Self-reported mind wandering reflects executive control and selective attention ↗ · 2021 · Hawkins, Guy et al. · indexed
  3162. Out on a limb: Applying the Person-Environment-Occupation-Performance model to examine injury-linked factors among light rail drivers ↗ · 2020 · Naweed, Anjum et al. · indexed
  3163. Factors influencing subjective ranking of driver distractions ↗ · 2008 · Patel, Jayesh et al. · indexed
  3164. Executive control of visual attention in dual-task situations. ↗ · 2001 · Logan, Gordon D. et al. · indexed
  3165. Antecedents and outcome of situation awareness: a meta-analysis of presence and effect size ↗ · 2026 · Yuan, Xiaofang et al. · indexed
  3166. Research on the Visual Search Time of Metro Driving Human-Machine Interface Based on Cognitive Load Equilibrium in GoA 2 Mode ↗ · 2025 · Ma, Yuming et al. · indexed
  3167. Multimodal Physiological Models of Situation Awareness ↗ · 2024 · Smith, Kieran et al. · indexed
  3168. Research on Deep Learning-based Driver Fatigue Driving Behavior Recognition Methods ↗ · 2024 · Sun, Miao et al. · indexed
  3169. Steering is initiated based on error accumulation. ↗ · 2022 · Goodridge, Courtney M. et al. · indexed
  3170. Risk Factors in Work Zone Safety Events: A Naturalistic Driving Study Analysis ↗ · 2019 · Bharadwaj, Nipjyoti et al. · indexed
  3171. Car-aoke: Vocal Performances Indicate Distraction Effects of In-Car Music ↗ · 2015 · Brodsky, Warren et al. · indexed
  3172. The relationship between Workload, Teamwork, Situation Awareness, and Performance in Teams ↗ · 2011 · Berggren, Peter et al. · indexed
  3173. Visual attention and self-regulation of driving among older adults ↗ · 2007 · Okonkwo, Ozioma C. et al. · indexed
  3174. Trichotomy revisited: A monolithic theory of attentional control ↗ · 2024 · Anderson, Brian A. · indexed
  3175. Analysis of driver visual attention when driving with different levels of haptic steering guidance ↗ · 2017 · Wang, Zheng et al. · indexed
  3176. Risk Perception and Risk-Taking Behavior of Construction Site Dumper Drivers ↗ · 2010 · Bohm, Jonathan et al. · indexed
  3177. Expectations while car following—The consequences for driving behaviour in a simulated driving task ↗ · 2010 · Muhrer, Elke et al. · indexed
  3178. Driving Automation ↗ · 2023 · Young, Mark S. et al. · indexed
  3179. Correlation between Vigilance Level and Driving Performance: Influence of the Driving Duration and Circadian Rhythm ↗ · 2019 · Wang, Lian-Zhen et al. · indexed
  3180. Associations of Near-Miss Traffic Incidents with Attention and Executive Function among Older Japanese Drivers ↗ · 2018 · Makizako, Hyuma et al. · indexed
  3181. The use of a driving simulator to determine how time pressures impact driver aggressiveness ↗ · 2017 · Fitzpatrick, Cole D. et al. · indexed
  3182. Assessing Cognitive Demand during Natural Language Interactions with a Digital Driving Assistant ↗ · 2016 · Large, David R. et al. · indexed
  3183. Modeling the Workload-Performance Relationship ↗ · 2010 · Cassenti, Daniel N. et al. · indexed
  3184. Human–Machine Shared Control for Path Following Considering Driver Fatigue Characteristics ↗ · 2024 · Fang, Zhenwu et al. · indexed
  3185. Situation Awareness: The Key to Safe Autonomous Systems: Plenary Talk ↗ · 2019 · Haidegger, Tamás · indexed
  3186. Methodologies to assess usability and safety of ADAS and automated vehicle ↗ · 2016 · Pauzie, Annie et al. · indexed
  3187. Vigilance Decrement and Passive Fatigue Caused by Monotony in Automated Driving ↗ · 2015 · Körber, Moritz et al. · indexed
  3188. Max Brake Force as a Measure of Perceived Urgency in a Driving Context ↗ · 2013 · Lewis, Bridget A. et al. · indexed
  3189. The effects of road commentary training on novice drivers' visual search behaviour: a preliminary investigation ↗ · 2013 · Cantwell, Stephen James et al. · indexed
  3190. Deconstructing the Vigilance Decrement: Changes in Bias, Lapse rate, and Guess Rate, But Not Sensitivity ↗ · 2025 · McCarley, Jason S. et al. · indexed
  3191. Can Drivers Construct Accurate Mental Models of Autopilot? ↗ · 2025 · Salehi, Hugh et al. · indexed
  3192. Integrating Intrinsic Reasoning and Negotiation Mechanisms in Driver-Driver Social Interactions<sup>*</sup> ↗ · 2024 · Gim, Juhui et al. · indexed
  3193. Constraining Design: Applying the Insights of Cognitive Work Analysis to the Design of Novel In-Car Interfaces to Support Eco-Driving · 2020 · Allison, Craig K. et al. · archived
  3194. Attentional Models of Multitask Pilot Performance Using Advanced Display Technology ↗ · 2017 · Wickens, C. D. · indexed
  3195. Keynote address: On the use of communication-based cooperative systems to improve situation awareness ↗ · 2010 · Rakotonirainy, Andry · indexed
  3196. Single operator, multiple robots: An eye movement based theoretic model of operator situation awareness ↗ · 2010 · Ratwani, Raj M. et al. · indexed
  3197. An embodied and ecological approach to skill acquisition in racecar driving · 2023 · Ziv, Gal · archived
  3198. Effects of Level 3 Automated Vehicle Drivers’ Fatigue on Their Take-Over Behaviour: A Literature Review ↗ · 2021 · Guo, Hanying et al. · indexed
  3199. Reducing injuries among young drivers: what kind of measures are needed? ↗ · 2015 · Berg, Hans-Yngve · indexed
  3200. Do in-car devices affect experienced users' driving performance? ↗ · 2015 · Knapper, Allert S. et al. · indexed
  3201. Development and evaluation of collision warning/collision avoidance algorithms using an errable driver model ↗ · 2010 · Yang, Hsin-Hsiang et al. · indexed
  3202. Shielding the Mind with Flow: Attention Allocation and Auditory Event-related Potentials under Varying Mental Workload ↗ · 2025 · Lingelbach, Katharina et al. · indexed
  3203. Electrocardiographic features for the measurement of drivers' mental workload ↗ · 2017 · Heine, Tobias et al. · indexed
  3204. The comparison of regional and urban transit bus driver distraction ↗ · 2014 · D’Souza, K. A. et al. · indexed
  3205. Situation Awareness in Driving While Using Adaptive Cruise Control and a Cell Phone ↗ · 2005 · Ma, Ruiqi et al. · indexed
  3206. A questionnaire-based study of the effect of driving style on the acceptance of active driving guidance ↗ · 2025 · Xiang, Wang et al. · indexed
  3207. Measuring the effects of mind wandering in people with insomnia: A driving simulator study ↗ · 2022 · Xu, Lin et al. · indexed
  3208. Measurement and Modeling of the Effect of Sensory Conflicts on Driver Steering Control ↗ · 2019 · Nash, Christopher J. et al. · indexed
  3209. Conversation Effects on Driving: Neural Mechanisms Underlying Reaction Times to Visual Events ↗ · 2007 · Hsieh, Li et al. · indexed
  3210. How Many Resources and How to Identify Them? Commentary on Boles et al. and Vidulich and Tsang ↗ · 2007 · Wickens, Christopher D. · indexed
  3211. Double Trade-off Curves with Different Cognitive Processing Combinations: Testing the Cancellation Axiom of Mental Workload Measurement Theory ↗ · 1999 · Colle, Herbert A. et al. · indexed
  3212. Train controller interface design: factors influencing mental workload ↗ · 1999 · MacDonald, W.A. · indexed
  3213. Attention Distribution and Situation Awareness in Air Traffic Control ↗ · 1996 · Endsley, Mica R. et al. · indexed
  3214. A Visual Driving Car-Following Model Based on Dynamic Vision Features ↗ · 2026 · Geng, Bowen et al. · indexed
  3215. Driver distraction by digital billboards? Structural equation modeling based on naturalistic driving study data: A case study of Iran ↗ · 2020 · Sheykhfard, Abbas et al. · indexed
  3216. The implication of non-driving activities on situation awareness and take-over performance in level 3 automation ↗ · 2020 · Yang, Lichao et al. · indexed
  3217. Good distractions: Testing the effects of listening to an audiobook on driving performance in simple and complex road environments ↗ · 2018 · Nowosielski, Robert J. et al. · indexed
  3218. Data-Driven Estimation of Driver Attention Using Calibration-Free Eye Gaze and Scene Features ↗ · 2022 · Hu, Zhongxu et al. · indexed
  3219. Driver's Behaviour Monitoring on Urban Roads of a Tier 2 City in India ↗ · 2015 · Mishra, Apoorva et al. · indexed
  3220. An electrophysiological study of the impact of a Forward Collision Warning System in a simulator driving task ↗ · 2012 · Bueno, Mercedes et al. · indexed
  3221. An Empirical Investigation into Dual-Task Trade-offs while Driving and Dialing ↗ · 2007 · Brumby, Duncan P. et al. · indexed
  3222. The Stress of Driving ↗ · 1992 · Gulian‐Minshull, Edith · indexed
  3223. Mental workload dynamics in adaptive interface design ↗ · 1988 · Hancock, P.A. et al. · indexed
  3224. Modeling Driver Lane Change Behavior Using Inverse Reinforcement Learning ↗ · 2024 · Zhou, Zhaodong et al. · indexed
  3225. Countermeasures to Reduce Drowsy Driving: Results of a Literature Review and Discussions with Experts · 2022 · AAA Foundation for Traffic Safety · archived
  3226. Effect of Driver Scope Awareness in the Lane Changing Maneuvers Using Cellular Automaton Model ↗ · 2013 · Arai, Kohei et al. · indexed
  3227. Driver's attention during monotonous driving ↗ · 2012 · Mouček, Roman et al. · indexed
  3228. A closed-loop crash warning system based on heterogeneous cues ↗ · 2011 · Gunaratne, Pujitha et al. · indexed
  3229. Age and gender comparisons of driving while sleepy: Behaviours and risk perceptions · 2011 · Obst, Patricia et al. · archived
  3230. Behavioral Measures of Aircrew Mental Workload ↗ · 1979 · Williges, Robert C. et al. · indexed
  3231. An Adaptive FCW System Based on Driver Attention States ↗ · 2025 · Zhu, Siyuan et al. · indexed
  3232. Effects of Language on Angry drivers’ Situation Awareness, Driving Performance, and Subjective Perception in Level 3 Automated Vehicles ↗ · 2023 · Muhundan, Sushmethaa et al. · indexed
  3233. O078 A Comparison of Subjective Sleepiness and Subjective driving Performance between People Vulnerable Versus Resistant to Driving Impairment following Extended Wakefulness. ↗ · 2023 · Nguyen, K et al. · indexed
  3234. Hazard Perception in Driving ↗ · 2016 · Horswill, Mark S. · indexed
  3235. The effects of self-control on cognitive resource allocation during sustained attention: a transcranial Doppler investigation ↗ · 2015 · Becker, Alexandra et al. · indexed
  3236. Semi-automated versus highly automated driving in critical situations caused by automation failures · 2014 · Strand, Niklas et al. · archived
  3237. Effects of Driver and Secondary Task Characteristics on Lane Change Test Performance ↗ · 2012 · Rodrick, David et al. · indexed
  3238. Automaticity: A Theoretical and Conceptual Analysis. · 2006 · Moors, Agnes et al. · archived
  3239. A Driver Fatigue Recognition Model Using Fusion of Multiple Features ↗ · 2006 · Yang, G. et al. · indexed
  3240. Situation understanding and risk assessment framework for preventive driver assistance ↗ · 2026 · Armand, Alexandre · indexed
  3241. Lack of consistency in truck driver fatigue management: Australian law enforcement officer’s and transport regulation agent’s perceptions of enforcement ↗ · 2025 · Casey, Gregory J. et al. · indexed
  3242. A conceptual framework for automation disengagements ↗ · 2024 · Nordhoff, S. · indexed
  3243. Influences of Level 2 Automated Driving on Driver Behaviors: A Comparison With Manual Driving ↗ · 2023 · Yang, Bo et al. · indexed
  3244. Executive Control: Attention Switching, Interruptions, and Task Management · 2019 · Wickens, C. D. · archived
  3245. Identifying compensatory driving behavior among older adults using the situational avoidance questionnaire ↗ · 2017 · Davis, Jessica J. et al. · indexed
  3246. Ranking and Causal Relationship Analysis of Incentive Factors of Driving Anger: A Case Study from an On-Road Experiment in China ↗ · 2014 · Yan, Lixin et al. · indexed
  3247. Task prioritisation in multitasking during driving: opportunity to abort a concurrent task does not insulate braking responses from dual‐task slowing · 2007 · Levy, Jonathan et al. · archived
  3248. Enhancing Safety in Autonomous Vehicles: The Impact of Auditory and Visual Warning Signals on Driver Behavior and Situational Awareness ↗ · 2024 · Huang, Ann et al. · indexed
  3249. Beyond adaptive cruise control and lane centering control: drivers' mental model of and trust in emergency lane keeping · 2023 · Huang, Chunxi et al. · archived
  3250. A Utility Maximization Model of Pedestrian and Driver Interactions ↗ · 2022 · Lin, Yi-Shin et al. · indexed
  3251. Modeling Drivers’ Strategy When Overtaking Cyclists in the Presence of Oncoming Traffic ↗ · 2022 · Rasch, Alexander et al. · indexed
  3252. Predicting driver behaviour at intersections based on driver gaze and traffic light recognition ↗ · 2020 · Rahman, Md. Junaedur et al. · indexed
  3253. Driver Inattention Detection Using a Hybrid Vision Transformer and BiLSTM ↗ · 2026 · Teja, Devanaboyina Manikanta et al. · indexed
  3254. Influence of Foggy Weather on Drivers’ Situation Awareness in the Takeover Process of Level 3 Automated Vehicles: A Functional Magnetic Resonance Imaging Study ↗ · 2025 · Lin, Zijian et al. · indexed
  3255. Proactive, Reactive, and Attentional Dynamics: An Integrative Model of Cognitive Control ↗ · 2024 · Mistry, Percy K. et al. · indexed
  3256. The Relationship between Bus Drivers’ Improper Driving Behaviors and Abnormal Vehicle States Based on Advanced Driver Assistance Systems in Naturalistic Driving ↗ · 2020 · Wang, Tao et al. · indexed
  3257. Anticipation Driving Behavior in Car Following Theory ↗ · 2014 · Lv, Feng et al. · indexed
  3258. Multisensory warning signals for event perception and safe driving ↗ · 2008 · Spence, Charles et al. · indexed
  3259. Real-time driver drowsiness feedback improves driver alertness and self-reported driving performance ↗ · 2015 · Aidman, Eugene et al. · indexed
  3260. Mechanisms for the acquisition of situation awareness in situated agents ↗ · 2011 · Chiappe, Dan et al. · indexed
  3261. Theoretical Implications and Practical Applications of the <i>a-b</i> Signal Detection Theory Model for Human-Automation Interaction ↗ · 2010 · Bustamante, Ernesto A. · indexed
  3262. Traffic jams: dynamics and control ↗ · 2010 · Orosz, Gábor et al. · indexed
  3263. Workload of using a driver assistance system ↗ · 2002 · Tanaka, J. et al. · indexed
  3264. Prospects for technological countermeasures against driver fatigue ↗ · 1997 · Brown, Ivan D. · indexed
  3265. The Role of Affect in Predicting Social Behaviors: The Case of Road Traffic Violations ↗ · 1997 · Lawton, Rebecca et al. · indexed
  3266. A Spatial-Temporal Analysis of Brain Activation to Explain the Take-Over Failure in Conditionally Automated Driving ↗ · 2024 · Yin, Weiru et al. · indexed
  3267. Analysis of hazard perception characteristics based on driving behavior considering overt and covert hazard scenarios ↗ · 2022 · Wei, Tianzheng et al. · indexed
  3268. Real-time driver characterization during car following using stochastic evolving models ↗ · 2011 · Filev, Dimitar et al. · indexed
  3269. Development of messages to address risk taking by young drivers: stage 2 ↗ · 2011 · Imberger, K et al. · indexed
  3270. Engrossed in conversation: The impact of cell phones on simulated driving performance ↗ · 2005 · Beede, Kristen E. et al. · indexed
  3271. Human Factors in the Travtek Demonstration IVHS Project: Getting Information to the Driver ↗ · 1991 · Fleischman, Rebecca N. et al. · indexed
  3272. What Did My Car Say? Impact of Autonomous Vehicle Explanation Errors and Driving Context On Comfort, Reliance, Satisfaction, and Driving Confidence · 2025 · Kaufman, Robert et al. · archived
  3273. Long-Term Evolution of Driver Visual Attention during Automated Driving in Real-Traffic: Investigating the Influence of Mental Model and Dynamic Learned Trust ↗ · 2025 · Seupke, Stephanie et al. · indexed
  3274. Exploring the Impacts of Mind Wandering on Driver Takeover in Automated Vehicles: A Comparative Study of Multimodal Displays ↗ · 2023 · Dong, Miaomiao et al. · indexed
  3275. Investigating Differences in Behavior and Brain in Human-Human and Human-Autonomous Vehicle Interactions in Time-Critical Situations · 2022 · Unni, Anirudh et al. · archived
  3276. Inattention and distraction in fatal road crashes – Results from in-depth crash investigations in Norway ↗ · 2019 · Sundfør, Hanne Beate et al. · indexed
  3277. Effects of mental workload on involuntary attention: A somatosensory ERP study ↗ · 2017 · Mun, Sungchul et al. · indexed
  3278. Analysis of driver workload when using speech interfaces ↗ · 2016 · Hayashi, Daiki et al. · indexed
  3279. Modeling Workload Impact in Multiple Unmanned Vehicle Supervisory Control ↗ · 2010 · Donmez, Birsen et al. · indexed
  3280. The impact of driver distraction on road safety: results from a representative survey in two Australian states ↗ · 2006 · McEvoy, S P et al. · indexed
  3281. Driving Behavior and Safety in Autism Spectrum Disorder: A Systematic Review of Performance, Mechanisms, and Interventions ↗ · 2026 · Adavikottu, Anusha et al. · indexed
  3282. Topic Modeling Analysis of Driving Fears: Individual Variations and Emotional Responses ↗ · 2025 · Rasouli, Shiva et al. · indexed
  3283. Validity and rationality of using neuroergonomics concept in exploring worker mental issues in systemic-activity theoretical research ↗ · 2023 · Aminu Sanda, Mohammed · indexed
  3284. Traffic safety culture of professional drivers in the State of Qatar · 2019 · Timmermans, Chantal et al. · archived
  3285. Recovering Time or Chasing Rainbows? Exploring Time Perception, Conceptualization of Time Recovery, and Time Pressure Mitigation in Train Driving ↗ · 2015 · Naweed, Anjum et al. · indexed
  3286. Lateral control support for car drivers ↗ · 2007 · Jordan, Navarro et al. · indexed
  3287. A hybrid neural network for driving behavior risk prediction based on distracted driving behavior data ↗ · 2022 · Fu, Xin et al. · indexed
  3288. European NCAP Program Developments to Address Driver Distraction, Drowsiness and Sudden Sickness ↗ · 2021 · Fredriksson, Rikard et al. · indexed
  3289. Time-Dependency-Aware Driver Distraction Detection Using Linear-Chain Conditional Random Fields ↗ · 2020 · He, Baotian et al. · indexed
  3290. "Selective attention and error proneness while driving: research using a conjunctive visual search task ↗ · 2016 · Montes, S.A., Silvana Andrea et al. · indexed
  3291. Texting while driving: Psychosocial influences on young people's texting intentions and behaviour · 2010 · Nemme, Heidi E. et al. · archived
  3292. Do Drivers’ Estimates of Distraction Become Calibrated to Their Actual Distracted Driving Performance with Greater Exposure? ↗ · 2009 · Kidd, David G. et al. · indexed
  3293. Toward an instance theory of automatization. ↗ · 1988 · Logan, Gordon D. · indexed
  3294. Assessment of Driver Inattention State using Multimodal Attentive Feature Fusion ↗ · 2025 · Pavan, Kaveti et al. · indexed
  3295. Beyond Detection: A Systematic Review of Driver Passive Fatigue Prevention and Mitigation Strategies ↗ · 2025 · Rasouli, Shiva et al. · indexed
  3296. Cognitive workload of in-car auditory-vocal interfaces on visuospatial sketchpad based on a dual task of visual pattern test ↗ · 2019 · Miura, Takahiro et al. · indexed
  3297. A qualitative exploration of driving stress and driving discourtesy ↗ · 2018 · Scott-Parker, B. et al. · indexed
  3298. Driver inattention detection through intelligent analysis of readily available sensors ↗ · 2005 · Torkkola, K. et al. · indexed
  3299. A Driver Behavior Recognition Method Based on a Driver Model Framework ↗ · 2000 · Kuge, Nobuyuki et al. · indexed
  3300. Effects of Manual and Autopilot Control on Mental Workload and Vigilance During Simulated General Aviation Flight ↗ · 1999 · Masalonis, Anthony J. et al. · indexed
  3301. Building a transdisciplinary expert consensus on the cognitive drivers of performance under pressure: An international multi-panel Delphi study ↗ · 2023 · Albertella, Lucy et al. · indexed
  3302. Individual Differences in Driver Over-Confidence ↗ · 2014 · Wohleber, Ryan W. et al. · indexed
  3303. A quantification method of driver characteristics based on Driver Behavior Questionnaire ↗ · 2009 · Zhang, Lei et al. · indexed
  3304. Modeling Motorway Driving Behavior ↗ · 1999 · Hogema, Jeroen H. · indexed
  3305. Aggressive Driving: Three Studies · 1997 · Mizell, Louis et al. · archived
  3306. Human factors configurations of driver maladaptation in urban rail accidents: An fsQCA-based analysis ↗ · 2026 · Wang, Yiting et al. · indexed
  3307. Experimental Evaluation of a Game-Theoretic Human Driver Steering Control Model ↗ · 2023 · Na, Xiaoxiang et al. · indexed
  3308. Perceptual load as a major determinant of the locus of selection in visual attention ↗ · 1994 · Lavie, Nilli et al. · indexed
  3309. Modeling road user response timing in naturalistic traffic conflicts: A surprise-based framework ↗ · 2024 · Engström, Johan et al. · indexed
  3310. Context-Triggered Factor of an In-vehicle Adaptive Human-Computer Interface Architecture Based on Context-Awareness and Multi-agent ↗ · 2022 · You, Fang et al. · indexed
  3311. Using Bidirectional Long Short Term Memory with Attention Layer to Estimate Driver Behavior ↗ · 2019 · Monjezi Kouchak, Shokoufeh et al. · indexed
  3312. Detection and controlling of drivers' visual focus of attention ↗ · 2017 · Debnath, Partha Pratim et al. · indexed
  3313. Effects of Cruising Speed on Steering Oscillations of Car Induced by Modeled Cognitively Impaired Human Driver ↗ · 2017 · Sharma, Dipak G. et al. · indexed
  3314. Development of an objective mental workload assessment tool based on Rasmussen's skill–rule–knowledge framework ↗ · 2015 · Chuang, Chun-Yu et al. · indexed
  3315. Driver vigilance level detection systems: a literature survey ↗ · 2015 · Dababneh, Laith et al. · indexed
  3316. Effect of Task Modality on Dual-Task Performance, Response Time, and Ratings of Operator Workload ↗ · 2012 · Scerra, Veronica E. et al. · indexed
  3317. Development of Gap Acceptance Fuzzy Models Using Data from Driving Simulator Experiments ↗ · 2011 · Rossi, Riccardo et al. · indexed
  3318. Cell phone communication and driver visual behavior ↗ · 2003 · Trbovich, Patricia et al. · indexed
  3319. Changing Behaviors to Prevent Drowsy Driving and Promote Traffic Safety: Review of Proven, Promising, and Unproven Techniques · 1998 · Nguyen, Lan T. et al. · archived
  3320. The Impact of a Priori Information on Drivers’ Mental Models, Attitudes, and Behavior in Interaction with Partial and Conditional Driving Automation ↗ · 2024 · Feinauer, Sophie et al. · indexed
  3321. A review of driver cognitive load detection using ECG signals ↗ · 2024 · Tjolleng, Amir et al. · indexed
  3322. Research on risk assessment method of subway driver driving fatigue based on AHP-FCE ↗ · 2023 · Zhang, Bei et al. · indexed
  3323. The relationship of driving skills of students driving with their individual psychological features · 2019 · Bebinov S.E. et al. · archived
  3324. Driver Acceptance of New Technology: Synthesis and Perspectives ↗ · 2018 · Stevens, Alan et al. · indexed
  3325. Heavy vehicle safety in Oman : a situational analysis · 2017 · Al Bulushi, Islam Ahmed Said · archived
  3326. Covariability in three dimensions of teenage driving risk behavior: impaired driving, risky and unsafe driving behavior, and secondary task engagement ↗ · 2015 · Bruce G. Simons‐Morton et al. · indexed
  3327. You Can Go Your Own Way...But You Won't: Exploring Road Utilization in the Bay Area ↗ · 2013 · Semmens, Rob · indexed
  3328. Driver attitudes and behaviors at intersections and potential effectiveness of engineering countermeasures · 2005 · Richard, Christian M. et al. · archived
  3329. AN INVESTIGATION OF VARIABILITY IN DRIVING PERFORMANCE ON THE HIGHWAY ↗ · 1967 · Rockwell, T H et al. · indexed
  3330. Vocal Instability as a Sensitive Biomarker for Driving Stress: Decoupling Cognitive Load and Environmental Friction in a Real-World Dual-Task Protocol · 2026 · Doğan, Dağhan · archived
  3331. Gamma Power as an Index of Sustained Attention in Simulated Vigilance Tasks ↗ · 2023 · Curley, Taylor M. et al. · indexed
  3332. Effects of Mobile Phone Use on Driving Performance: An Experimental Study of Workload and Traffic Violations ↗ · 2021 · Ortega, Carlos A. Catalina et al. · indexed
  3333. Feature Selection Model based on EEG signals to Assess the Cognitive Workload in Drivers ↗ · 2020 · Becerra-Sánchez, E. Patricia et al. · indexed
  3334. Traffic Safety and Human Behavior ↗ · 2017 · Shinar, David · indexed
  3335. Analysis of Speeding Behavior ↗ · 2011 · Familar, Russell et al. · indexed
  3336. Pilot mental workload: how well do pilots really perform? ↗ · 2006 · Morris, Charles H. et al. · indexed
  3337. Cognitive behavior model replicates road user response timing in naturalistic rear-end traffic conflicts ↗ · 2025 · Rössert, Christian et al. · indexed
  3338. Noncontact Multimodal Sensing for Driver Distraction Detection via Behavioral-Physiological Fusion ↗ · 2025 · Sun, Yuheng et al. · indexed
  3339. Fatigue Modelling in Truck Drivers Transporting Liquefied Gas Cylinders Using the Psychomotor Vigilance Test (PVT) and Karolinska Sleepiness Scale (KSS) ↗ · 2024 · Syaifullah, Danu Hadi et al. · indexed
  3340. Driver Readiness Model for Regulating the Transfer from Automation to Human Control ↗ · 2017 · Mioch, Tina et al. · indexed
  3341. Crossmodal Links in Attention in the Driving Environment: The Roles of Cueing Modality, Signal Timing, and Workload ↗ · 2008 · Tilak, Rohan et al. · indexed
  3342. Driver vigilance monitoring, a new approach ↗ · 2003 · Gonzalez-Mendoza, M. et al. · indexed
  3343. Workload or Situational Awareness?: TLX vs. SART for Aerospace Systems Design Evaluation ↗ · 1991 · Selcon, S.J. et al. · indexed
  3344. Railway drivers’ physiological responses to typical hazardous scenarios: differences between professional drivers and student drivers ↗ · 2026 · Guo, Zizheng et al. · indexed
  3345. Impact of anger-inducing situations on driver takeover behavior in highly automated vehicles ↗ · 2025 · Cazes, Robin et al. · indexed
  3346. Task-independent auditory probes reveal changes in mental workload during simulated quadrotor UAV training ↗ · 2023 · Wang, Shaodi et al. · indexed
  3347. Performance of drivers with Parkinson's Disease under the effect of cognitive overloading: insinuation for assessment and training ↗ · 2012 · Chee, Derserri Y. et al. · indexed
  3348. Mobile communications, driver distraction and vehicle accidents ↗ · 2001 · Murray, J. et al. · indexed
  3349. Lightweight Deep Driver Distraction Recognition Network ↗ · 2024 · Wu, Yutian et al. · indexed
  3350. SITUATION AWARENESS ↗ · 2021 · Endsley, Mica R. · indexed
  3351. Dynamic Task Allocation and Understanding of Situation Awareness Under Different Levels of Autonomy in Closed-Hatch Military Vehicles ↗ · 2020 · Cossitt, Jessie E. et al. · indexed
  3352. Behavioral Impact of Drivers' Roles in Automated Driving ↗ · 2016 · Reimer, Bryan et al. · indexed
  3353. Task-evoked pupillary response to mental workload in human-computer interaction ↗ · 2004 · Iqbal, Shamsi T. et al. · indexed
  3354. Seeing attention in inattentional blindness ↗ · 2025 · Most, Steven B. · indexed
  3355. Effective Connectivity Analysis of the Brain Network in Drivers during Actual Driving Using Near-Infrared Spectroscopy · 2017 · Liu, Zhian et al. · archived
  3356. Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task ↗ · 2012 · Mehler, Bruce et al. · indexed
  3357. Awareness of Performance Decrements Due to Distraction in Younger and Older Drivers ↗ · 2007 · Horrey, William J et al. · indexed
  3358. Accident Scenario Generation using Driver Behavior Model ↗ · 2024 · Jawad, Abdul et al. · indexed
  3359. Smartphone use among young drivers: Applying an extended Theory of Planned Behaviour to predict young drivers’ intention and engagement in concealed responding ↗ · 2022 · Eren, Hazal et al. · indexed
  3360. Analysis of Human and Cultural Factors Causing Risk of Accidents in Jordanian Drivers · 2022 · Jadaan, Khair et al. · archived
  3361. Situation Awareness Levels to Evaluate the Usability of Augmented Feedback to Support Driving in an Unfamiliar Traffic Regulation ↗ · 2021 · Alyamani, Hasan J. et al. · indexed
  3362. A fault tree-based approach for aviation risk analysis considering mental workload overload ↗ · 2021 · Che, Haiyang et al. · indexed
  3363. Drowsiness and Driving: Preliminary Report of a Population Survey ↗ · 1973 · Tilley, D. H. et al. · indexed
  3364. What is the difference in driver’s lateral control ability during naturalistic distracted driving and normal driving? A case study on a real highway ↗ · 2019 · Wang, Chang et al. · indexed
  3365. Decisions and actions of distracted drivers at the onset of yellow lights ↗ · 2016 · Haque, Md. Mazharul et al. · indexed
  3366. Traffic Safety through Driver Assistance and Intelligence ↗ · 2011 · Bubb, Heiner · indexed
  3367. Unconscious Motivators and Situational Safety Belt Use: Literature Review and Results from an Expert Panel Meeting · 2006 · Brittle, Christine et al. · archived
  3368. Assessment of a Driver Guidance System: A Multilevel Evaluation ↗ · 1999 · Forzy, Jean-Francois · indexed
  3369. Attentional Problems and Older Drivers ↗ · 1997 · Ball, Karlene · indexed
  3370. Cognitive Offloading or Heuristic Trust? Investigating LLM-based Agent Interaction under Varied Weather Conditions and Non-driving Related Tasks with Real-world Perception Data ↗ · 2026 · Wei, Yuhe et al. · indexed
  3371. Investigating the role of attentional effort in the efficacy of goal-setting in reducing attention lapses ↗ · 2025 · Strayer, Deanna L. et al. · indexed
  3372. Driver distraction and inattention in the realm of automated driving ↗ · 2018 · Cunningham, Mitchell L. et al. · indexed
  3373. Mental workload and motor performance dynamics during practice of reaching movements under various levels of task difficulty ↗ · 2017 · Shuggi, Isabelle M. et al. · indexed
  3374. Safe driving evaluation system to enhance motivation for safe driving · 2015 · Hiraoka, Toshihiro et al. · archived
  3375. The relationship between traffic congestion, driver stress and direct versus indirect coping behaviours ↗ · 1997 · HENNESSY, DWIGHT A. et al. · indexed
  3376. SADNet: sustained attention decoding in a driving task by self-attention convolutional neural network ↗ · 2024 · Lai, Shuzhong et al. · indexed
  3377. Adopting a Systems View in the Design of Automated Driving Features ↗ · 2017 · Banks, Victoria A. et al. · indexed
  3378. Autonomous Driving Systems: A Preliminary Naturalistic Study of the Tesla Model S ↗ · 2017 · Endsley, Mica R. · indexed
  3379. Effects of mental workload on physiological and subjective responses during traffic density monitoring: A field study ↗ · 2015 · Fallahi, Majid et al. · indexed
  3380. Traffic Flow Theory - A State-of-the-Art Report: Revised Monograph on Traffic Flow Theory · 2002 · Gartner, Nathan H. et al. · archived
  3381. Designing Visual Signals to Support Situation Awareness Recovery in Conditional Automated Driving ↗ · 2024 · Lee, Okkeun et al. · indexed
  3382. Using Modeling and Simulation to Predict Operator Performance and Automation-Induced Complacency With Robotic Automation ↗ · 2015 · Wickens, Christopher D. et al. · indexed
  3383. How the presence of passengers influences the risk of a collision with another vehicle ↗ · 2002 · Vollrath, Mark et al. · indexed
  3384. Attention tasks as skills performance measures of drug effects. · 1984 · Moskowitz, H · archived
  3385. Identification of Aggressive driving behavior of Online Car-hailing Drivers Based on Associations Classification ↗ · 2022 · Wu, Ying et al. · indexed
  3386. Automotive Technology and Human Factors Research: Past, Present, and Future ↗ · 2013 · Akamatsu, Motoyuki et al. · indexed
  3387. Driving Performance as a Function of Time on the Road ↗ · 1987 · Ranney, Thomas A. et al. · indexed
  3388. Driver Distraction Behavior Recognition for Autonomous Driving: Approaches, Datasets and Challenges ↗ · 2024 · Tan, Dayi et al. · indexed
  3389. Self-Assessed Driving Skills and Risky Driver Behaviour Among Young Drivers: A Cross-Sectional Study · 2022 · Lajunen, Timo et al. · archived
  3390. Detecting and Visualizing Context and Stress via a Fuzzy Rule-Based System During Commuter Driving ↗ · 2019 · Dobbins, Chelsea et al. · indexed
  3391. Analysis of driver behavior based on traffic incidents for driver monitor systems ↗ · 2008 · Miyaji, Masahiro et al. · indexed
  3392. Internal Distraction and Driving: Does It Show? ↗ · 2007 · Brouwer, Rino F T et al. · indexed
  3393. A Model for the Crash Occurrence in Unexpected Incidents ↗ · 2025 · Anna, Pouliou et al. · indexed
  3394. Distracted and unfocused driving in supervised and unsupervised teen drivers: Associations with sleep, inattention, and cognitive disengagement syndrome symptoms ↗ · 2024 · Beanland, Vanessa et al. · indexed
  3395. A Motivational Perspective on (Anticipated) Mental Effort Investment: The Biopsychosocial Model of Challenge and Threat ↗ · 2024 · van Gog, Tamara et al. · indexed
  3396. Understanding the research on air traffic controller workload and its implications for safety: A science mapping-based analysis ↗ · 2024 · Zamarreño Suárez, María et al. · indexed
  3397. Effects of personality traits on bus drivers' prosocial and aggressive behaviours: risk perception mediator · 2023 · Wang, Sihui et al. · archived
  3398. Influence of divided attention on the attraction effect in multialternative choice ↗ · 2021 · Tsuzuki, Takashi et al. · indexed
  3399. Modeling of individual differences in car-following behaviour of drivers ↗ · 2017 · Mubasher, Mian Muhammad et al. · indexed
  3400. Steer or Brake?: Modeling Drivers’ Collision-Avoidance Behavior by Using Perceptual Cues ↗ · 2016 · Venkatraman, Vindhya et al. · indexed
  3401. Interdriver Differences in Car-Following: A Vehicle Trajectory-Based Study ↗ · 2006 · Ossen, Saskia et al. · indexed
  3402. Ecological driver-vehicle interface design based on situation awareness ↗ · 2003 · Wuhong Wang et al. · indexed
  3403. Human Merging Behavior in a Coupled Driving Simulator: How Do We Resolve Conflicts? · 2024 · Abbink, David A. · archived
  3404. Fatigue and sleepiness in drivers ↗ · 2016 · Maghsoudipour, Maryam et al. · indexed
  3405. Driving Home the Message ↗ · 2014 · Downs, Edward · indexed
  3406. Viewing the Workload of Vigilance Through the Lenses of the NASA-TLX and the MRQ ↗ · 2013 · Boles, David B. et al. · indexed
  3407. Hypovigilance warning system: A review on driver alerting techniques ↗ · 2011 · Arun, S et al. · indexed
  3408. Classification of driver fatigue in conditionally automated driving using physiological signals and machine learning ↗ · 2024 · Meteier, Quentin et al. · indexed
  3409. Divided attention effects in visual search are caused by objects not by space ↗ · 2022 · Moore, Cathleen M. et al. · indexed
  3410. Driving Behavior Modeling Based on Hidden Markov Models with Driver's Eye-Gaze Measurement and Ego-Vehicle Localization ↗ · 2019 · Akai, Naoki et al. · indexed
  3411. A REVIEW OF IMPORTANT COGNITIVE CONCEPTS IN AVIATION ↗ · 2016 · MARTINS, Ana P. G. · indexed
  3412. Driver Distraction Monitoring and Adaptive Safety Warning Systems ↗ · 2008 · Hammoud, Riad I. et al. · indexed
  3413. Busy and confused? High risk of missed alerts in the cockpit: an electrophysiological study · 2022 · Causse, Mickael et al. · archived
  3414. The Influence of Spatio-temporal Based Human-Machine Interface Design on Driver Workload - A Case Study of Adaptive Cruise Control Using in Cutting-in Scenarios ↗ · 2022 · Wang, Wenjuan et al. · indexed
  3415. Suddenly safe: Processing of conflicting feedback in assisted driving ↗ · 2021 · Tanida, Koji et al. · indexed
  3416. Perceived Green at Speed: A Simulated Driving Experiment Raises New Questions for Attention Restoration Theory and Stress Reduction Theory ↗ · 2020 · Jiang, Bin et al. · indexed
  3417. Objective Level of Alertness and Inhibitory Control Predict Highway Driving Impairment in Adults With ADHD ↗ · 2016 · Bioulac, Stéphanie et al. · indexed
  3418. Usage and perceived effectiveness of fatigue countermeasures for professional and nonprofessional drivers ↗ · 2011 · Gershon, Pnina et al. · indexed
  3419. Effects of Single Versus Multiple Warnings on Driver Performance ↗ · 2007 · Cummings, M.L. et al. · indexed
  3420. Decision Support System Assessment Of Truck Driver Work Mental Load in Giwangan Market Area, Yogyakarta Using NASA-TLX · 2022 · Nurdin, Riani et al. · archived
  3421. Analytical study to find the impacts of using a mobile phone on driver's inattentions while driving – A case study of Lahore ↗ · 2021 · Jamil, Arslan et al. · indexed
  3422. Structural Equation Model of Work Situation and Work–Family Conflict on Depression and Work Engagement in Commercial Motor Vehicle (CMV) Drivers ↗ · 2021 · Shin, Dong Seok et al. · indexed
  3423. Towards Mindless Stress Regulation in Advanced Driver Assistance Systems: A Systematic Review ↗ · 2020 · Béquet, Adolphe J. et al. · indexed
  3424. Traffic Risk Perception, Risky Road Use Behaviors among Vietnamese People · 2020 · Van Luot, Nguyen et al. · archived
  3425. Crash Involvement and Risky Riding Behaviors among Delivery Riders in China: The Role of Working Conditions ↗ · 2019 · Zheng, Yubing et al. · indexed
  3426. Modelling driver acceptance of driver support systems ↗ · 2018 · Rahman, Md Mahmudur et al. · indexed
  3427. Performance of an Additional Task During Level 2 Automated Driving: An On-Road Study Comparing Drivers With and Without Experience With Partial Automation ↗ · 2018 · Solís-Marcos, Ignacio et al. · indexed
  3428. ADHD Teen Driver Evaluation and Training Tool Development · 2015 · Fisher, Donald L. et al. · archived
  3429. Pilot Mental Workload Prediction Model Based on Information Display Interface ↗ · 2015 · Ma, Meiling et al. · indexed
  3430. L-TLA: A Lightweight Driver Distraction Detection Method Based on Three-Level Attention Mechanisms ↗ · 2024 · Guo, Zizheng et al. · indexed
  3431. Drowsiness Prevention System in Automatic Driving -- Effects of Light Position on Comfortable and Unconscious Wakefulness During Driving · 2023 · Zhang, Han et al. · archived
  3432. Multidimensional prediction of work traffic crashes among Spanish professional drivers in cargo and passenger transportation ↗ · 2022 · Useche, Sergio A. et al. · indexed
  3433. Relationships among driving styles, desire for control, illusion of control, and self-reported driving behaviors ↗ · 2021 · Nees, Michael A. et al. · indexed
  3434. Toward a model-based cognitive neuroscience of mind wandering · 2015 · Hawkins, Guy E. et al. · archived
  3435. Investigating driver willingness to drive through flooded waterways ↗ · 2014 · Pearson, Marti et al. · indexed
  3436. Weight Semi Hidden Markov Model and Driving Situation Classification for Driver Behavior Diagnostic ↗ · 2007 · Dapzol, Nicolas · indexed
  3437. Eye Movements during Intentional Car following ↗ · 2004 · Crundall, David et al. · indexed
  3438. Effects of Operating Practices on Commercial Driver Alertness [Tech Brief] · 1999 · NHTSA · archived
  3439. Task absorption and job demands: exploring task performance through neural and pupillary data · 2025 · Juyumaya, Jesus et al. · archived
  3440. Evaluation of Bus Driver's Driving Behavior based on Entropy Weight TOPSIS Model ↗ · 2023 · Wang, Yaxuan · indexed
  3441. Development of Heart Rate Monitoring System to Estimate Driver’s Mental Workload Level ↗ · 2020 · Makhtar, Ahmad Khushairy et al. · indexed
  3442. Integrating attentional control theory and the strength model of self-control ↗ · 2015 · Englert, Chris et al. · indexed
  3443. Measurement of Frontal Cortex Brain Activity Attributable to the Driving Workload and Increased Attention ↗ · 2009 · Shimizu, Toshiyuki et al. · indexed
  3444. DS-Model: Dual-Stream Driver Distraction Detection Model Based on Guiding Learning ↗ · 2026 · Qin, Binbin et al. · indexed
  3445. Effect of Fatigue in Air Traffic Controllers’ Workload, Situation Awareness, and Control Strategy ↗ · 2021 · Bongo, Miriam et al. · indexed
  3446. A Fuzzy-Logic Approach to Dynamic Bayesian Severity Level Classification of Driver Distraction Using Image Recognition · 2020 · Fasanmade, Adebamigbe et al. · archived
  3447. Comparing datasets for generalizing models of driver intent in dynamic environments ↗ · 2016 · Driggs-Campbell, Katherine et al. · indexed
  3448. A model for discrimination and prediction of mental workload of aircraft cockpit display interface ↗ · 2014 · Wei, Zongmin et al. · indexed
  3449. Risky driving behaviors for road traffic accident among drivers in Mekele city, Northern Ethiopia · 2011 · Hassen, Abrahim et al. · archived
  3450. Driver's visual attention as a function of driving experience and visibility. Using a driving simulator to explore drivers’ eye movements in day, night and rain driving ↗ · 2010 · Konstantopoulos, Panos et al. · indexed
  3451. Modeling of Driver Controlling at Car-Following Based on Preview Follower Theory ↗ · 2008 · Yu, Dan et al. · indexed
  3452. Identification of An “Appropriate” Drowsy Driver Detection Interface for Commercial Vehicle Operations ↗ · 2003 · Ayoob, Ellen M. et al. · indexed
  3453. Driving with Automation: The Impacts on Road Safety and Driving Comfort Moderated by Multiple Factors in Hazardous Scenarios ↗ · 2024 · Su, Yizi et al. · indexed
  3454. The Impacts of Temporal Variation and Individual Differences in Driver Cognitive Workload on ECG-Based Detection ↗ · 2021 · Yang, Shiyan et al. · indexed
  3455. Proposed Framework for Identifying and Predicting Operator Errors When using Advanced Vehicle Technologies ↗ · 2020 · Pradhan, Anuj K. et al. · indexed
  3456. Absence of DOA Effect but No Proper Test of the Lumberjack Effect: A Reply to Jamieson and Skraaning (2019) · 2020 · Wickens, Christopher D. et al. · archived
  3457. Inattentional Blindness in Motorcycle Detection: Allocating Attention to Detect Motorcycles ↗ · 2018 · Pammer, Kristen et al. · indexed
  3458. Spoken Dialog Planning to Reduce User Distraction in Mobile Environments · 2015 · Glass, James et al. · archived
  3459. Extracting tendency and stability from time series and random forest for classifying a car driver's cognitive load ↗ · 2014 · Yoshida, Yutaka et al. · indexed
  3460. Using NASA-Task Load Index to Assess Drivers' Workload on Freeway Guide Sign Structures ↗ · 2011 · Qiao, Fengxiang et al. · indexed
  3461. Oscillatory and gaze signatures of socio-emotional speech processing, visuo-spatial cognition, and their interaction in a near-realistic dual-task MEG study ↗ · 2026 · Lingelbach, Katharina et al. · indexed
  3462. Advancements in the Intelligent Detection of Driver Fatigue and Distraction: A Comprehensive Review ↗ · 2024 · Fu, Shichen et al. · indexed
  3463. The effect of multi‐tasking training on performance, situation awareness, and workload in simulated air traffic control ↗ · 2022 · Black, Stephanie C. et al. · indexed
  3464. Identifying Traffic Scenarios to Evaluate Driver Readiness in Automated Driving: An Exploratory Study ↗ · 2018 · Fukui, Toshinao et al. · indexed
  3465. Somatic Situation Awareness: A model for SA acquisition under imminent threat and severe time stress ↗ · 2011 · Rahman, Moin · indexed
  3466. ARCHISIM: a behavioural multi-actors traffic simulation model for the study of a traffic system including ITS aspects ↗ · 2007 · Auberlet, Jean‐Michel et al. · indexed
  3467. Role of steering wheel feedback on driver performance: driving simulator and modeling analysis ↗ · 2007 · Toffin, D. et al. · indexed
  3468. Training and Subjective Workload in a Category Search Task ↗ · 1986 · Vidulich, Michael A. et al. · indexed
  3469. Optimal Driver Warning Generation in Dynamic Driving Environment · 2024 · Li, Chenran et al. · archived
  3470. Investigating Lane Departure Warning Utility with Survival Analysis Considering Driver Characteristics ↗ · 2024 · Zhang, Mingfang et al. · indexed
  3471. Predicting the Degree of Distracted Driving Based on fNIRS Functional Connectivity: A Pilot Study · 2022 · Ogihara, Takahiko et al. · archived
  3472. Classification of Officers’ Driving Situations Based on Eye-Tracking and Driver Performance Measures ↗ · 2021 · Zahabi, Maryam et al. · indexed
  3473. Driver Behavior Monitoring Using Tools of Deep Learning and Fuzzy Inferencing ↗ · 2018 · Ou, Chaojie et al. · indexed
  3474. Description of Various Factors Contributing to Traffic Accidents in Youth and Measures Proposed to Alleviate Recurrence · 2017 · Gicquel, Ludovic et al. · archived
  3475. Driver-Perception-Aware Shared Steering Control for Automated Vehicles: Balancing Safety and Comfort ↗ · 2026 · Koritala, Naveen K. et al. · indexed
  3476. Multimodal Driver Condition Monitoring System Operating in the Far-Infrared Spectrum ↗ · 2024 · Knapik, Mateusz et al. · indexed
  3477. Assessment of mental workload in a sorting task: a game-based approach ↗ · 2023 · Emmatty, Francis J. et al. · indexed
  3478. Assessment of mental workload in a sorting task: a game-based approach ↗ · 2023 · Lasin, Padinharakam et al. · indexed
  3479. Vehicle Automation–Other Road User Communication and Coordination: Theory and Mechanisms · 2020 · Domeyer, Joshua E. et al. · archived
  3480. A Hidden Markov Framework to Capture Human–Machine Interaction in Automated Vehicles ↗ · 2019 · Janssen, Christian P. et al. · indexed
  3481. Dangerous intersections? A review of studies of fatigue and distraction in the automated vehicle ↗ · 2019 · Matthews, Gerald et al. · indexed
  3482. Anticipation in Driving: The Role of Experience in the Efficacy of Pre-event Conflict Cues ↗ · 2014 · Stahl, Patrick et al. · indexed
  3483. Driver Decision Making in Response to Alternate Routes · 2011 · NHTSA · archived
  3484. Impact of the difficulty of the box task on its sensitivity when combined with a detection response task to assess secondary task workload ↗ · 2025 · Trommler, Daniel et al. · indexed
  3485. Social perception of drivers in the process of driving as a factor of road safety ↗ · 2025 · YU.I., Lobanova · indexed
  3486. A new computational perceived risk model for automated vehicles based on potential collision avoidance difficulty (PCAD) ↗ · 2024 · He, Xiaolin et al. · indexed
  3487. Low-distraction Interaction · 2019 · Lane, Ian et al. · archived
  3488. The Relationship between Sensation Seeking and Speed Choice in Road Environments with Different Levels of Risk ↗ · 2019 · Louw, Tyron et al. · indexed
  3489. Analysis of Driver Workload on Different Types of Optical Tunnels ↗ · 2019 · Luo, Jie et al. · indexed
  3490. Cognitive maps influence over driving strategies in Russia: analyzing Driving Anger Expression Inventory (DAX) and Dula Dangerous Driving Index (DDDI) factors ↗ · 2017 · Chetverikova, A.I. et al. · indexed
  3491. Cell-phone use diminishes self-awareness of impaired driving · 2015 · Strayer, David L. · archived
  3492. Heavy Truck Driver Workload Investigation ↗ · 2014 · Pawlowski, Ryan · indexed
  3493. Evaluation of the Arousal Level in Motorcar Driving Using Skin Potential Level: Changes in Skin Potential Level under Various Driving Conditions ↗ · 1994 · Nishimura, Chiaki et al. · indexed
  3494. The Multiple Object Avoidance (MOA) task measures attention for action: Evidence from driving and sport ↗ · 2021 · Mackenzie, Andrew K. et al. · indexed
  3495. Examining the effect of infotainment auditory-vocal systems' design components on workload and usability · 2019 · Biondi, FN et al. · archived
  3496. Models of Driving: Simulator Assessment of Adaptive Cruise Control Conceptual Understanding · 2018 · DeVane, Benjamin et al. · archived
  3497. Computational Modeling of Driver Speed Control with its Applications in Developing Intelligent Transportation System to Prevent Speeding-Related Accidents · 2013 · Wu, Changxu · archived
  3498. Can Knowledge of Taxi Drivers’ Intentions to Commit Traffic Violations Predict Crash Frequency? ↗ · 2026 · Behnood, Hamid Reza et al. · indexed
  3499. Modulation of the Visual Attention Resource Pool during Concurrent Overt and Covert Processing: An SSVEP Study ↗ · 2025 · Ai, Yangyulin et al. · indexed
  3500. Examining driver performance in response to work zone interventions in a driving simulator · 2018 · Reyes, Michelle Lynn · archived
  3501. Investigating sensory modalities in fatigue driver warning systems ↗ · 2016 · Zuki, Fatin Shamimi Mohd et al. · indexed
  3502. Behavioral adaptation of human drivers in car-following interactions with automated vehicles ↗ · 2026 · Saljoqi, Masoud et al. · indexed
  3503. The aggressive driving performance caused by congestion based on behavior and EEG ↗ · 2024 · Zhao, Shuo et al. · indexed
  3504. The role of psychological factors on the choice of different driving controls: On manual, partial, and highly automated controls ↗ · 2022 · Karami, Hossein et al. · indexed
  3505. Driver Monitoring Systems: Perceived Fairness of Consequences when Distractions are Detected ↗ · 2021 · Nees, Michael A. · indexed
  3506. Derivation and Demonstration of a New Metric for Multitasking Performance ↗ · 2020 · Fox, Elizabeth L. et al. · indexed
  3507. The effects of cognitively demanding dual-task driving condition on elderly people’s driving performance; Real driving monitoring ↗ · 2016 · Harari, Rayan Ebnali et al. · indexed
  3508. Monitoring driver cognitive load using functional near infrared spectroscopy in partially autonomous cars ↗ · 2016 · Sibi, Srinath et al. · indexed
  3509. Cost of warning of unseen threats: Unintended consequences of connected vehicle alerts ↗ · 2015 · Chrysler, ST et al. · indexed
  3510. Understanding the visual skills and strategies of train drivers in the urban rail environment ↗ · 2014 · Naweed, Anjum et al. · indexed
  3511. Feedforward and Feedback Control of Lane Keeping by the Human Driver ↗ · 2007 · Zhou, Jing et al. · indexed
  3512. Towards Imbalanced Multiclass Driver Distraction Identification ↗ · 2022 · Das, Kapotaksha et al. · indexed
  3513. Looking at Mind Wandering During Driving Through the Windows of PCA and t-SNE ↗ · 2018 · Alsaid, Areen et al. · indexed
  3514. Multimodal advanced driver assistance systems ↗ · 2010 · Bertoldi, Eduardo et al. · indexed
  3515. ROUTE CHOICE BEHAVIOR MODEL BASED ON BOUNDED RATIONALITY ↗ · 2002 · Hiraoka, Toshihiro et al. · indexed
  3516. Instantaneous Measures of Mental Workload: An Initial Investigation ↗ · 1984 · Antin, Jonathan F. et al. · indexed
  3517. Life satisfaction, risky and aggressive driving, and crash involvement: Evidence within a contextual-mediated framework ↗ · 2025 · Pérez, Jorge Eduardo Martínez et al. · indexed
  3518. Developing Scale for Risk Attitudes in Conditionally Automated Driving: A Sentence Elicitation and Clustering Study ↗ · 2025 · Kang, Yejin et al. · indexed
  3519. THE EFFECTS OF LISTENING WHILE DRIVING IN OLDER AND YOUNGER ADULTS ↗ · 2024 · Bak, Katherine et al. · indexed
  3520. Demonstrating brain-level interactions between working memory load and frustration while driving using functional near-infrared spectroscopy ↗ · 2018 · Unni, Anirudh et al. · indexed
  3521. Attention allocation in the dual‐task paradigm as measured through behavioral and psychophysiological responses ↗ · 2003 · Karatekin, Canan et al. · indexed
  3522. Sensation seeking and risky driving: a review and synthesis of the literature ↗ · 1997 · Jonah, Brian A · indexed
  3523. Maintaining Driver Arousal With Warning Sounds Under Habituation: Effects of Sound Type, Novelty, and Conditioning-Based Learning ↗ · 2025 · Hoshino, Kei et al. · indexed
  3524. Peripheral Monitoring of Traffic in Conditionally Automated Driving ↗ · 2018 · Radlmayr, Jonas et al. · indexed
  3525. Brain activity during driving with distraction: an immersive fMRI study ↗ · 2013 · Schweizer, Tom A. et al. · indexed
  3526. A Survey of Taxi Drivers’ Aberrant Driving Behavior in Beijing ↗ · 2013 · Shi, Jing et al. · indexed
  3527. Towards a proactive biologically-inspired Advanced Driver Assistance System ↗ · 2009 · Michalke, Thomas et al. · indexed
  3528. Identification of Visual Cues and Quantification of Drivers' Perception of Proximity Risk to the Lead Vehicle in Car-Following Situations ↗ · 2008 · KONDOH, Takayuki et al. · indexed
  3529. Socio-cognitive factors in road safety monitoring – Cross-national comparison of driving under the influence of alcohol, drugs or medication ↗ · 2020 · Meesmann, Uta et al. · indexed
  3530. The Effect Of Fatigue And Sleepiness Upon Driver Behaviors ↗ · 2019 · BAŞ, Fatih İrfan et al. · indexed
  3531. Driving distracted with friends: Effect of passengers and driver distraction on young drivers’ behavior ↗ · 2019 · Zhang, Fangda et al. · indexed
  3532. Situation Awareness Fast-Tracking, Including Identifying Escape Routes (SAFER): Evaluation of the Impact of SAFER on Learner Driver Situation Awareness Skills ↗ · 2018 · Scott-Parker, Bridie et al. · indexed
  3533. Assessing cognitive distraction using event related potentials ↗ · 2015 · Coleman, JR et al. · indexed
  3534. The ironies of vehicle feedback in car design ↗ · 2006 · Walker, Guy H. et al. · indexed
  3535. Effects of navigation modalities on driving performance under different cognitive load levels: an evaluation based on wearable glasses ↗ · 2026 · Yin, Haibo et al. · indexed
  3536. Beyond the billboard: A review of other external sources of driver distraction ↗ · 2024 · Hinton, Jane et al. · indexed
  3537. Concept of an Ontology for Automated Vehicle Behavior in the Context of Human-Centered Research on Automated Driving Styles ↗ · 2021 · Ossig, Johannes et al. · indexed
  3538. Sleepiness and Driving: Multidimensional Legal, Social, Technological, and Biological Challenges ↗ · 2016 · Thomas, Robert Joseph · indexed
  3539. Note on the Dual-Task Paradigm and its Use to Measure Listening Effort ↗ · 2024 · Kuchinsky, Stefanie E. et al. · indexed
  3540. How fleeting emotions affect hazard perception and steering while driving: The impact of image arousal and valence ↗ · 2012 · Trick, Lana M. et al. · indexed
  3541. Driving difficulties of brain-injured drivers in reaction to high-crash-risk simulated road events: A question of impaired divided attention? ↗ · 2009 · Cyr, Andrée-Ann et al. · indexed
  3542. Diagnosticity and multidimensional subjective workload ratings ↗ · 1996 · TSANG, PAMELA S. et al. · indexed
  3543. Theory-Based Determinants of Stopping Drowsy Driving Behavior in College Students: A Cross-Sectional Study ↗ · 2024 · Akhter, Md Sohail et al. · indexed
  3544. Synthesis of new knowledge on adaptation processes in response to ADAS and associated advances in research methods ↗ · 2013 · Huth, Veronique et al. · indexed
  3545. Allocating Visual Attention: How Relevance to Driving Impacts Attention when 
Drivers are Distracted ↗ · 2011 · Garrison, Teena · indexed
  3546. The Interaction of Navigation and Music in Shaping Driver Behavior and Cognitive Load: A Simulation Study Under Urban Driving Conditions ↗ · 2026 · Huo, Yihe et al. · indexed
  3547. Digital workload, fatigue and mental health: an ergonomic study of Indonesian platform drivers ↗ · 2026 · Restuputri, Dian Palupi et al. · indexed
  3548. Effect of In-Vehicle Route Guidance Systems on Driver Workload and Choice of Vehicle Speed: Findings From a Driving Simulator Experiment ↗ · 2020 · Srinivasan, Raghavan et al. · indexed
  3549. Effect of Changes in Levels of Automated Driving on Manual Control Recovery ↗ · 2019 · Abe, Genya et al. · indexed
  3550. Performance, Workload, and Situation Awareness in Manual and Automation-Aided Rendezvous and Docking ↗ · 2019 · Du, Xiaoping et al. · indexed
  3551. Driving difficulties as reported by older drivers with mild cognitive impairment and without neurological impairment ↗ · 2019 · Vardaki, Sophia et al. · indexed
  3552. Future path and tangent point models in the visual control of locomotion in curve driving ↗ · 2014 · Lappi, O. · indexed
  3553. Multitasking induced contextual blindness · 2025 · Cooper, JM et al. · archived
  3554. Driver's turning intent recognition model based on brain activation and contextual information · 2022 · Trende, Alexander et al. · archived
  3555. Investigating Driving Styles: A Validation Study of Multidimensional Driving Styles with British and Chinese Drivers ↗ · 2021 · Sun, Xu et al. · indexed
  3556. Who uses a mobile phone while driving for food delivery? The role of personality, risk perception, and driving self-efficacy ↗ · 2020 · Zhang, Yanbo et al. · indexed
  3557. Analysis of driver roles: modelling the changing role of the driver in automated driving systems using EAST ↗ · 2019 · Banks, Victoria A. et al. · indexed
  3558. An Ontological Approach to Inform HMI Designs for Minimising Driver Distractions with ADAS ↗ · 2018 · Fan, Botao et al. · indexed
  3559. Analysis and prediction of deceleration behavior during car following using stochastic driver-behavior model ↗ · 2012 · Angkititrakul, Pongtep et al. · indexed
  3560. The effect of age, gender and attitudes on self-regulation in driving ↗ · 2011 · Gwyther, Holly et al. · indexed
  3561. Did You See That? A Study of Change Blindness ↗ · 2003 · Smyser, Tara et al. · indexed
  3562. Estimate of Driver's Alertness Level Using Fuzzy Method ↗ · 1994 · Yamamoto, Keiichi et al. · indexed
  3563. The Effects of Using a Virtual Agent to Signal Danger on Hazard Prediction Ability in Conditionally Automated Driving ↗ · 2026 · Goodge, Thomas et al. · indexed
  3564. Dual-task costs of listening while driving in older and younger adults · 2025 · Bak, Katherine et al. · archived
  3565. A Bayesian Regression Analysis of the Effects of Alert Presence and Scenario Criticality on Automated Vehicle Takeover Performance ↗ · 2023 · Alambeigi, Hananeh et al. · indexed
  3566. How Common In-Car Distractions Affect Driving Performance in Simple and Complex Road Environments ↗ · 2017 · Nowosielski, Robert et al. · indexed
  3567. On the Impact of Human Driver Behavior on Intelligent Transportation Systems ↗ · 2010 · Dressler, Falko et al. · indexed
  3568. Driver Car-Following Behavior: From Discrete Event Process to Continuous Set of Episodes ↗ · 2008 · Hamdar, Samer H. et al. · indexed
  3569. Physiological investigation of automobile driver's activation index using simulated monotonous driving ↗ · 2005 · Yamakoshi, T. et al. · indexed
  3570. Back Behind The Wheel: Musically Induced Emotions and Driving Behaviour in an Immersive Simulator ↗ · 2026 · Payre, William et al. · indexed
  3571. The Role of Driving Comfort in Self-Regulation among a Large Cohort of Older Drivers: AAA LongROAD Study · 2019 · AAA Foundation for Traffic Safety · archived
  3572. Assistance Method for Merging by Increasing Clarity of Decision Making ↗ · 2018 · Suehiro, Yuki et al. · indexed
  3573. 52 How do peer passengers influence teenagers’ driving behaviours? ↗ · 2015 · Pradhan, Anuj et al. · indexed
  3574. Aggressive driving: The role of aggression, driving anger, and self-efficacy ↗ · 2011 · Čėsnienė, I. et al. · indexed
  3575. Driver risk factors for sleep-related crashes ↗ · 2003 · Stutts, Jane C et al. · indexed
  3576. Human Factors Design of Automated Highway Systems: Scenario Definition · 1995 · NHTSA · archived
  3577. Decision making in emergency situations ↗ · 1988 · MALATERRE, GILLES et al. · indexed
  3578. Measurement of Control Skills, Vigilance, and Performance on a Subsidiary Task during 12 Hours of Car Driving ↗ · 1967 · BROWN, I. D. et al. · indexed
  3579. Prevalence and predictors of near misses and road traffic crashes among long-distance bus drivers in Ghana · 2024 · Amoadu, Mustapha et al. · archived
  3580. Driver-vehicle interaction: identification, characterization and modelling of path tracking skill ↗ · 2010 · Erséus, Andreas · indexed
  3581. Road to serenity: Individual variations in the efficacy of unobtrusive respiratory guidance for driving stress regulation ↗ · 2024 · Béquet, A.J. et al. · indexed
  3582. Analysis of Driver Fatigue Caused By Highway Hypnosis in Monotonous Geometrics of Road: State of the Arth Review ↗ · 2024 · Khotimah, Khusnul et al. · indexed
  3583. Ecological validity of executive function tests in predicting driving performance ↗ · 2022 · Ghawami, Heshmatollah et al. · indexed
  3584. To text or not to text – drivers' interpretation of traffic situations as the basis for their decision to (not) engage in text messaging ↗ · 2019 · Petzoldt, Tibor et al. · indexed
  3585. Minimum Time to Situation Awareness in Scenarios Involving Transfer of Control from an Automated Driving Suite ↗ · 2016 · Samuel, Siby et al. · indexed
  3586. Does The First Officer Concur? Shared Control with Smart Vehicle Systems ↗ · 2014 · Miller, David et al. · indexed
  3587. Driver steering model for closed-loop steering function analysis ↗ · 2014 · Bolia, Pratiksh et al. · indexed
  3588. Behavior and perceptions related to drink-driving among an international sample of company vehicle drivers. ↗ · 1995 · Guppy, A et al. · indexed
  3589. Modeling Distracted Driving: Analyzing Driver Gaze, Vehicle Positioning, and Psychological Response for Enhanced Traffic Safety ↗ · 2025 · Das, Subasish et al. · indexed
  3590. Driver behaviour and driver experience of partial and fully automated truck platooning – a simulator study ↗ · 2017 · Hjälmdahl, Magnus et al. · indexed
  3591. A Descriptive Analysis of Factors Contributing to Bus Drivers' Performances While Driving: A Case Study in Malaysia · 2015 · Ismail, Ahmad Rasdan et al. · archived
  3592. Application of time-variant predictive control to modelling driver steering skill ↗ · 2011 · Keen, Steven D. et al. · indexed
  3593. Mobile phone use in a driving simulation task: Differences in eye movements ↗ · 2010 · Balk, S. A. et al. · indexed
  3594. Review of Relationships Between Steering Wheel Reversal Rate and Driving Task Demand ↗ · 1980 · Macdonald, Wendy A. et al. · indexed
  3595. Granular estimation of user cognitive workload using multi-modal physiological sensors ↗ · 2024 · Wang, Jingkun et al. · indexed
  3596. FBLNet: FeedBack Loop Network for Driver Attention Prediction ↗ · 2023 · Chen, Yilong et al. · indexed
  3597. The effect of working memory load on inattentional deafness during aeronautical decision-making ↗ · 2023 · Zhu, Rongjuan et al. · indexed
  3598. RsSafe: Personalized Driver Behavior Prediction for Safe Driving ↗ · 2022 · Bhumika et al. · indexed
  3599. Physical Workload and Work Fatigue among Tank Car Drivers at Surabaya Integrated Terminal ↗ · 2022 · Milinia, Tasya Endah et al. · indexed
  3600. Thinking Ahead of the Tractor: Driver Safety and Situation Awareness ↗ · 2019 · Irwin, Amy et al. · indexed
  3601. A Driving Position-Sensitive Neural Network for Driver Fixation Prediction ↗ · 2022 · Ji, Shihui et al. · indexed
  3602. Enhancing Sustained Attention · 2021 · Demazure, Théophile et al. · archived
  3603. Assessing driving behavior upstream of work zones by detecting response points in speed profile: A naturalistic driving study ↗ · 2019 · Thapa, Raju et al. · indexed
  3604. Designing Safe Road Systems: A Human Factors Perspective ↗ · 2012 · Theeuwes, Jan et al. · indexed
  3605. Attention Theory as a Guide to Part-Training for Instruction of Naval Air-Intercept Control ↗ · 1990 · Andre, Anthony D. et al. · indexed
  3606. LNet: Lightweight Network for Driver Attention Estimation via Scene and Gaze Consistency ↗ · 2026 · Hu, Daosong et al. · indexed
  3607. Emotional “Killers” on the Road: A Study on the Impact of Stress Perception and Anxiety on Risky Driving Behaviors ↗ · 2026 · Li, Zhengjie · indexed
  3608. Time-variant Granger causality analysis for intuitive perception collision risk in driving scenario: an EEG study · 2025 · Wang, Zhe et al. · archived
  3609. Evaluation of the Effect of Operational Scenarios on a Train Driver Performance ↗ · 2022 · Shubinsky, Igor et al. · indexed
  3610. Reduction Effect of Traffic Accidents by Function of Drowsiness Detection ↗ · 2016 · Miyaji, Masahiro · indexed
  3611. Modeling and Analysis of the Lane-Changing Execution in Longitudinal Direction ↗ · 2016 · Yang, Da et al. · indexed
  3612. What attracts attention during police pursuit driving? ↗ · 2005 · Crundall, David et al. · indexed
  3613. Young Novice Driver Subtypes: Relationship to High-Risk Behavior, Traffic Accident Record, and Simulator Driving Performance ↗ · 1999 · Deery, Hamish A. et al. · indexed
  3614. Driving with intelligent vehicles: driving behaviour with Adaptive Cruise Control and the acceptance by individual drivers ↗ · 1999 · Hoedemaeker, D.M. · indexed
  3615. Exploring Mixed-Reality for Enhancing Driver Warning Systems: A Preliminary Study on Attention-Shifting Methods and Hazard Perception ↗ · 2023 · Ma, Shih-Yu et al. · indexed
  3616. Driving Capability, a Unified Driver Model for ADAS ↗ · 2022 · Sun, Bohua et al. · indexed
  3617. “It’s like pinball”: train driver preferences and experiences with in-cab technology · 2026 · Maynard, Sally et al. · archived
  3618. Bridging the Gap Between Self-Report and Behavioral Laboratory Measures: A Real-Time Driving Task With Inverse Reinforcement Learning ↗ · 2024 · Lee, Sang Ho et al. · indexed
  3619. An Analysis of Driver-Initiated Takeovers during Assisted Driving and their Effect on Driver Satisfaction ↗ · 2024 · Schwager, Robin et al. · indexed
  3620. Computer vision‐based recognition of driver distraction: A review ↗ · 2021 · Moslemi, Negar et al. · indexed
  3621. Phenomenon of fatigue among professional drivers in Poland · 2020 · Buczaj, Agnieszka et al. · archived
  3622. Functional connectivity analysis of distracted drivers based on the wavelet phase coherence of functional near-infrared spectroscopy signals ↗ · 2017 · Xu, Gongcheng et al. · indexed
  3623. The effects of drivers’ behavior on driver-injury severities in Iran: An application of the mixed-logit model ↗ · 2016 · Behnood, Ali et al. · indexed
  3624. The Interaction Between Highly Automated Driving and the Development of Drowsiness ↗ · 2015 · Schömig, Nadja et al. · indexed
  3625. Self-regulation of driving in the context of impaired visual attention: Are there gender differences? ↗ · 2014 · Okonkwo, Ozioma C. et al. · indexed
  3626. System Analysis of Information Reception and Processing for Driving Task ↗ · 2011 · Zariņš, Atis · indexed
  3627. Dimensions of driving-related emotions and behaviors: An exploratory factor analysis of common self-report measures ↗ · 2019 · Bernstein, John P.K. et al. · indexed
  3628. Effects of Freeway Alignment on Driving Performance and Workload Based on Simulated Driving ↗ · 2018 · Xie, Lian et al. · indexed
  3629. The Sustained Attention to Response Task (SART) Does Not Promote Mindlessness During Vigilance Performance ↗ · 2014 · Dillard, Michael B. et al. · indexed
  3630. A Study on Evaluation of Automobile Driver Fatigue Performance ↗ · 2010 · Weng, Maorong · indexed
  3631. An on-road study to investigate fatigue in local/short haul trucking ↗ · 2003 · Hanowski, Richard J et al. · indexed
  3632. Car-following as a tool in road traffic simulation ↗ · 1993 · Simonsson, S.O. · indexed
  3633. Inattention over time-on-task: the role of motivation in mitigating temporal increases in media multitasking ↗ · 2025 · Drody, Allison C. et al. · indexed
  3634. Optimizing Multimodal Alarm Design for Attention Allocation in Discrete Monitoring Tasks · 2025 · Cun, Wenzhe et al. · archived
  3635. Measuring Jakarta Air Traffic Controllers’ Mental Workload : An In Depth Analysis Using Subjective Workload Assessment Technique · 2024 · Adiliawijaya Putriekapuja, Rany et al. · archived
  3636. Inappropriate driving behavior exhibited by drivers with the tendency of developmental disabilities ↗ · 2022 · Tomomi, Mizuno et al. · indexed
  3637. The Role of Motivation as a Factor in Mental Fatigue ↗ · 2019 · Herlambang, Mega B. et al. · indexed
  3638. Modulating Reward Induces Differential Neurocognitive Approaches to Sustained Attention ↗ · 2016 · Esterman, Michael et al. · indexed
  3639. The Erotetic Theory of Attention: Questions, Focus and Distraction ↗ · 2014 · KORALUS, PHILIPP · indexed
  3640. Multimodal behavior and interaction as indicators of cognitive load ↗ · 2012 · Chen, Fang et al. · indexed
  3641. Teen DrivingMotor-Vehicle Crashes and Factors That Contribute ↗ · 2008 · SHOPE, J et al. · indexed
  3642. Inflating system expectations prior to SAE level 3 automated vehicle use: effects on monitoring behavior, resumption of control, and attitudes toward driving automation ↗ · 2025 · Souders, Dustin J. et al. · indexed
  3643. Automated Vehicles vs. Human Drivers: Modeling Driving Behavior Using Data from Field Experiments ↗ · 2024 · Li, Pei et al. · indexed
  3644. Countermeasures That Work – Drowsy Driving [Traffic Tech] · 2021 · NHTSA · archived
  3645. Psychological factors of the transfer of control in an automated vehicle ↗ · 2021 · Odachowska, Ewa et al. · indexed
  3646. Effects of Human Understanding of Automation Abilities on Driver Performance and Acceptance of Lane Change Collision Avoidance Systems ↗ · 2019 · Muslim, Husam et al. · indexed
  3647. Cognitive workload and visual behavior in elderly drivers with hearing loss ↗ · 2014 · Thorslund, Birgitta et al. · indexed
  3648. Harnessing the wandering mind: The role of perceptual load ↗ · 2009 · Forster, Sophie et al. · indexed
  3649. A decrease in brain activation associated with driving when listening to someone speak ↗ · 2008 · Just, Marcel Adam et al. · indexed
  3650. A Two-Point Visual Control Model of Steering ↗ · 2004 · Salvucci, Dario D et al. · indexed
  3651. Analysis of the impact of acoustic stimulation on vigilance decrement and drowsiness on expressways ↗ · 2025 · Shiomi, Yasuhiro et al. · indexed
  3652. Effect of multiple traffic information sources on route choice: A driving simulator study ↗ · 2021 · Imants, P. et al. · indexed
  3653. Knowledge, Attitudes, and Practice of Drivers Towards Traffic Rules and Regulations in Multan, Pakistan · 2018 · Riaz, İshrat et al. · archived
  3654. Assessing the Effects of Multimodal Communications on Mental Workload During the Supervision of Multiple Unmanned Aerial Vehicles ↗ · 2015 · Bommer, Sharon et al. · indexed
  3655. Preparatory Processes and Compensatory Effort in Older and Younger Participants in a Driving-Like Dual Task ↗ · 2011 · Wild-Wall, Nele et al. · indexed
  3656. What do Drivers Fail to See When Conversing on a Cell Phone? ↗ · 2004 · Strayer, David L. et al. · indexed
  3657. Multisource heterogeneous data fusion: multimodal modeling approach for intelligent safety driving assistance system ↗ · 2024 · Tong, Xiaochun et al. · indexed
  3658. Mobilizing effort to reduce lapses of sustained attention: examining the effects of content-free cues, feedback, and points ↗ · 2024 · Unsworth, Nash et al. · indexed
  3659. Evaluation of Internal Factors in Driver Distraction ↗ · 2019 · Srihari, H.S. et al. · indexed
  3660. Thematic issue: driving automation and autonomy ↗ · 2019 · Stanton, Neville A · indexed
  3661. Communicating intent on the road through human-inspired control schemes · 2016 · Driggs-Campbell, Katherine et al. · archived
  3662. Modeling the Dynamics of Driver’s Dilemma Zone Perception Using Machine Learning Methods for Safer Intersection Control · 2014 · Abbas, Montasir et al. · archived
  3663. The effects of focused attention training on the duration of novice drivers' glances inside the vehicle ↗ · 2011 · Pradhan, A.K. et al. · indexed
  3664. Terms of debate: Consensus definitions to guide the scientific discourse on visual distraction · 2024 · Liesefeld, Heinrich R. et al. · archived
  3665. Automation complacency on the road ↗ · 2023 · Chu, Yueying et al. · indexed
  3666. Efficiency of predictive information presentation of possible hazardous event on attention of a driver using advanced driver assistance system ↗ · 2022 · TAKAHASHI, Akihiko · indexed
  3667. Self-reported Drowsiness and Safety Outcomes While Driving After an Extended Duration Work Shift in Trainee Physicians · 2017 · Anderson, Clare et al. · archived
  3668. Issues in Human–Automation Interaction Modeling: Presumptive Aspects of Frameworks of Types and Levels of Automation ↗ · 2017 · Kaber, David B. · indexed
  3669. Mechanisms underlying cognitive conspicuity in the detection of cyclists by car drivers ↗ · 2017 · Rogé, Joceline et al. · indexed
  3670. Subjective experience and the attentional lapse: Task engagement and disengagement during sustained attention ↗ · 2004 · Smallwood, Jonathan et al. · indexed
  3671. Risk-Taking Driving Behavior in Interacting With an Autonomous Vehicle at Two-Way Stop-Controlled Intersections ↗ · 2024 · Jiang, Qianshan et al. · indexed
  3672. Road sign vision and driver behaviour in work zones · 2019 · Vignali, Valeria et al. · archived
  3673. Eye-tracking metrics for estimating workload and characterizing errors in conflict detection and resolution during simulated en route air-traffic control · 2025 · Navia, José A. et al. · archived
  3674. Pilot mental workload analysis in the A320 traffic pattern based on HRV features ↗ · 2025 · Yuan, Jiajun et al. · indexed
  3675. Review of the Impacts of Human Factors on Cycling: Perceptions, Workload, and Behavior ↗ · 2024 · Habib, Karim et al. · indexed
  3676. Traffic conditions and their impact on the functional state of the bus driver ↗ · 2021 · Postranskyy, Taras et al. · indexed
  3677. Voluntary- and Involuntary-Distraction Engagement: An Exploratory Study of Individual Differences ↗ · 2018 · Chen, Huei-Yen Winnie et al. · indexed
  3678. 765 The impact of mind wandering on road safety ↗ · 2016 · Galéra, Cédric et al. · indexed
  3679. Comparing heart rate and pupil size as objective measures of workload in the driving context ↗ · 2015 · Gable, Thomas M. et al. · indexed
  3680. How Do Drivers Behave in a Highly Automated Car? ↗ · 2009 · Merat, Natasha et al. · indexed
  3681. The classification of vigilance tasks in the real world ↗ · 2008 · Donald, Fiona M. · indexed
  3682. Developing Operator Capacity Estimates for Supervisory Control of Autonomous Vehicles ↗ · 2007 · Cummings, M.L. et al. · indexed
  3683. A Theory of Situation Assessment: Implications for Measuring Situation Awareness ↗ · 1988 · Fracker, Martin L. · indexed
  3684. Examining physiological parameters of mental workload in the cockpit: a multimethod approach · 2026 · Hamann, Anneke et al. · archived
  3685. Factors Affecting Control Room Operator Situation Awareness and ITS Fuzzy Logic Model ↗ · 2024 · Karmana, Asep et al. · indexed
  3686. Driver drowsiness in automated and manual driving ↗ · 2020 · Kundinger, Thomas et al. · indexed
  3687. Personality of young drivers in Oman: Relationship to risky driving behaviors and crash involvement among Sultan Qaboos University students · 2017 · Al Azri, Mohammed et al. · archived
  3688. Inferring driver intentions using a driver model based on queuing network ↗ · 2013 · Bi, Luzheng et al. · indexed
  3689. An Examination of the Efficacy of a Brief Educational Program on Driver Distraction ↗ · 2003 · Kramer, Arthur F et al. · indexed
  3690. Stress and Fatigue Effects of Driving Longer-Combination Vehicles · 2000 · NHTSA · archived
  3691. Coupled Longitudinal–Lateral Driver Modeling in Congested Arterials:,Limitations of Classical Car-Following Models Under Lane-Changing and Aggressive Driving, and Proposed Mathematical Improvements ↗ · 2026 · Samberg, Stuart · indexed
  3692. Research on modeling in operator mental workload based on VACP method ↗ · 2022 · Zhang, Yuxin et al. · indexed
  3693. Research on driver's passive fatigue under the condition of autonomous driving based on eye movement and ECG ↗ · 2021 · Huang, Pengxu et al. · indexed
  3694. Blood alcohol concentration effect on driving performance:A short review ↗ · 2017 · Durães, Norberto et al. · indexed
  3695. Research on Operating Speed Based on Driver and Vehicle Response ↗ · 2015 · Hu, Xiao Rui et al. · indexed
  3696. Age and inconsistency in driving performance ↗ · 2012 · Bunce, David et al. · indexed
  3697. Event-related potentials and secondary task performance during simulated driving ↗ · 2008 · Wester, A.E. et al. · indexed
  3698. Workload transition: Implications for individual and team performance. ↗ · 1993 · Huey, Beverly M. et al. · indexed
  3699. Analysis of Key Factors Affecting Human Driver’s Subjective and Objective Risk When Interacting with Autonomous Vehicles ↗ · 2025 · Shi, Xiupeng et al. · indexed
  3700. Understanding Reliance Decisions in Automated Vehicles Using Random Forest Analysis ↗ · 2024 · Ma, Xingjian et al. · indexed
  3701. Sharing Vehicle Situation Awareness Reduces Driver-Initiated Overrides in Urban Environments ↗ · 2023 · Lee, Joonbum et al. · indexed
  3702. Inattentional Blindness in Augmented Reality Head-Up Display-Assisted Driving ↗ · 2021 · Wang, Yuwei et al. · indexed
  3703. Driver drowsiness estimation by fusion of lane and eye features using a multilevel evidence theory ↗ · 2013 · Li, Xuanpeng et al. · indexed
  3704. Driver fatigue in the city ↗ · 1997 · Fell, D et al. · indexed
  3705. Mental workload and cognitive task automaticity: an evaluation of subjective and time estimation metrics ↗ · 1994 · Liu, Yili et al. · indexed
  3706. Visual behaviour of train drivers: a comparative analysis of ETCS and a lineside signalling system ↗ · 2025 · Olsson, Niklas et al. · indexed
  3707. Research on human error in long distance driving by elderly drivers ↗ · 2025 · Toyozaki, Yuji et al. · indexed
  3708. Psychosocial work conditions and traffic safety among minibus and long-bus drivers ↗ · 2023 · Amoadu, Mustapha et al. · indexed
  3709. A Comparative Study of Data-Driven Human Driver Lateral Control Models ↗ · 2018 · Okamoto, Kazuhide et al. · indexed
  3710. Driver lane changing behavior ↗ · 2011 · Xiaokai He et al. · indexed
  3711. Effects of Advanced Warning Flashers on Driver Interaction with Signalized Intersections ↗ · 2001 · Smith, Thomas J. et al. · indexed
  3712. Signal probability effects on high-workload vigilance tasks ↗ · 1996 · Matthews, Gerald · indexed
  3713. Enhancing passenger-vehicle interaction through multimodal explanation for unexpected behaviors of fully autonomous driving in non-driving-related tasks ↗ · 2025 · Hong, Jeonguk et al. · indexed
  3714. Assessing the attentional demand: improvements to the experimental protocol and possible learning effects · 2025 · Di Pompeo, Ilaria et al. · archived
  3715. Analysis of driver vigilance under special conditions of Qinghai-Tibet ↗ · 2020 · Guo, Zhongyin et al. · indexed
  3716. 5203 Mesurement of driver's brain function by using functional near-infrared spectroscopy : Evaluation of reduction in driver's mental workload by driving · 2008 · YANAGISAWA, Kazuki et al. · archived
  3717. The Influence of Conversation, Low-Dose Alcohol and Driving Experience on the Peripheral Vision System ↗ · 2001 · Langer, Peter et al. · indexed
  3718. TRI-LEVEL STUDY OF THE CAUSES OF TRAFFIC ACCIDENTS. VOLUME I: CASUAL FACTOR TABULATIONS AND ASSESSMENTS ↗ · 1977 · Treat, J R et al. · indexed
  3719. Analyzing the drivers of pilots' individual performance in simulation training ↗ · 2025 · Lopes, Nuno Moura et al. · indexed
  3720. Categorisation of driving scenario complexity based on primary driving tasks and road characteristics ↗ · 2018 · Galarza, Miguel Angel et al. · indexed
  3721. Does early training improve driving skills of young novice French drivers? ↗ · 2016 · Freydier, Chloé et al. · indexed
  3722. The impact of driver cognitive distraction on vehicle performance at stop-controlled intersections ↗ · 2015 · Liao, Yuan et al. · indexed
  3723. Situation awareness in eco-driving ↗ · 2015 · Thill, Serge et al. · indexed
  3724. Expecting the Unexpected: A Study of Interactive Driving Behaviour at Intersections ↗ · 2008 · Houtenbos, M · indexed
  3725. From Prediction to Design: Using Context-Aware Graph Neural Networks and Explainable AI to Anticipate Transfer-of-Control ↗ · 2026 · Zhao, Zhouqiao et al. · indexed
  3726. Driver Stress and Workload Based Experience Analysis to Compute the Effects of Designing and Calibrating In-Car Navigation System ↗ · 2023 · Ahmed, Syed Thouheed et al. · indexed
  3727. Explaining Autonomous Driving Actions with Visual Question Answering · 2023 · Atakishiyev, Shahin et al. · archived
  3728. Terms of debate: Consensus definitions to guide the scientific discourse on visual distraction · 2023 · Liesefeld, Heinrich R. et al. · archived
  3729. Mental Workload Assessment ↗ · 2020 · Zhang, Qiankun et al. · indexed
  3730. Steering control using model predictive control and multiple internal models ↗ · 2006 · Keen, SD et al. · indexed
  3731. Assessing the Effectiveness of Increased F<sub>I</sub>O<sub>2</sub>for Enhancing Driver's Activation State Using Simulated Monotonous Driving ↗ · 2005 · Kusakabe, M. et al. · indexed
  3732. Gaze Patterns in the Visual Control of Straight-Road Driving and Braking as a Function of Speed and Expertise ↗ · 2005 · Rogers, Steven D. et al. · indexed
  3733. Arousal, Anxiety, and Performance: A Reexamination of the Inverted-U Hypothesis ↗ · 2003 · Arent, Shawn M. et al. · indexed
  3734. Effects of In-Car Support on Mental Workload and Driving Performance of Older Drivers ↗ · 2009 · Davidse, Ragnhild J. et al. · indexed
  3735. Computational underpinnings of cognitive effortful performance in short timescales ↗ · 2025 · Emanuel, Aviv · indexed
  3736. The arousal paradox in critical task performance in automated driving during sleep inertia using a quasi experimental approach · 2025 · Tomzig, Markus et al. · archived
  3737. Limitation-Focused versus Responsibility-Focused Advanced Driver Assistance Systems Training: A Thematic Analysis of Driver Opinions ↗ · 2023 · DeGuzman, Chelsea A. et al. · indexed
  3738. On the Rational Boundedness of Cognitive Control: Shared Versus Separated Representations ↗ · 2020 · Musslick, Sebastian et al. · indexed
  3739. Mental Workload Assessment: From the Perspective of Neuroergonomics ↗ · 2013 · JIA, Huibin et al. · indexed
  3740. Sensory Determinants of Workload and Stress in Sustained Attention ↗ · 1999 · Szalma, James L. et al. · indexed
  3741. Workload Related Changes In Eye, Cardiac, Respiratory and Brain Activity During Simulated Air Traffic Control ↗ · 1995 · Wilson, Glenn F. et al. · indexed
  3742. Evaluating inattention behaviour of Indian bus drivers using AI-powered driver monitoring systems ↗ · 2026 · Thakur, Dev Singh et al. · indexed
  3743. Avoiding manoeuvre when faced with an unexpected versus likely pedestrian ↗ · 2022 · Galy, Edith et al. · indexed
  3744. A Review of Shared Control for Automated Vehicles: Theory and Applications · 2020 · Marcano, Mauricio et al. · archived
  3745. A formal model of human driving behavior in vehicular networks ↗ · 2014 · Bouhoute, Afaf et al. · indexed
  3746. Are drivers aware of sleepiness and increasing crash risk while driving? ↗ · 2014 · Williamson, Ann et al. · indexed
  3747. A systematic review on detection and prediction of driver drowsiness ↗ · 2023 · Ebrahim Shaik, Md. · indexed
  3748. Towards Intelligent Data Analytics: A Case Study in Driver Cognitive Load Classification ↗ · 2020 · Barua, Shaibal et al. · indexed
  3749. A Comprehensive Review of Driver Behavior Analysis Utilizing Smartphones ↗ · 2019 · Chan, Teck Kai et al. · indexed
  3750. Assessing the Impact of Smartphone Usage while Driving in Work Zones · 2018 · Valdes Diaz, Didier M. et al. · archived
  3751. Why Do I Have to Drive Now? Post Hoc Explanations of Takeover Requests ↗ · 2017 · Körber, Moritz et al. · indexed
  3752. Key beliefs influencing young drivers’ engagement with social interactive technology on their smartphones: A qualitative study · 2016 · Gauld, Cassandra S. et al. · archived
  3753. Examining Physiological Responses Across Different Driving Maneuvers During an On-road Driving Task: A Pilot Study Comparing Older and Younger Drivers ↗ · 2014 · Koppel, S. et al. · indexed
  3754. Restrain mental workload with roles in HCI ↗ · 2009 · Zhu, Haibin et al. · indexed
  3755. Dangerous Slime: A Game for Improving Situation Awareness in Automated Driving ↗ · 2023 · Wu, Yue et al. · indexed
  3756. Human Factor Issues Associated with Lane Change Collision Avoidance Systems: Effects of Authority, Control, and Ability on Drivers’ Performance and Situation Awareness ↗ · 2017 · Muslim, Husam et al. · indexed
  3757. Mental Workload in Medicine: Foundations, Applications, Open Problems, Challenges and Future Perspectives ↗ · 2016 · Longo, Luca · indexed
  3758. The Effects of High Stress on Attention ↗ · 2015 · Prinet, Julie C. et al. · indexed
  3759. Reducing the vigilance decrement: The effects of perceptual variability ↗ · 2015 · Thomson, David R. et al. · indexed
  3760. Impact of Local/Short Haul Operations on Driver Fatigue: Focus Group Summary and Analysis [TechBrief] · 1998 · NHTSA · archived
  3761. The effect of performance failure and task demand on the perception of mental workload ↗ · 1989 · Hancock, P.A. · indexed
  3762. "Goals for Driver Education" Model as a Guide for Safe Driving Education and Training in Algeria ↗ · 2025 · Touil, Adel · indexed
  3763. Effect of a looming visual cue on situation awareness and perceived urgency in response to a takeover request ↗ · 2024 · Park, YounJung et al. · indexed
  3764. Driving risk cognition of passengers in highly automated driving based on the prefrontal cortex activity via fNIRS · 2023 · Wang, Hong et al. · archived
  3765. Attentional selection within and across hemispheres: implications for the perceptual load theory ↗ · 2012 · Wei, Ping et al. · indexed
  3766. Traffic Safety and the Driver ↗ · 1992 · Shea, Andy et al. · indexed
  3767. Visual attention and driving behavior of male autistic individuals while encountering driving hazards: A driving simulator study ↗ · 2026 · Mamo, Wondwesen Girma et al. · indexed
  3768. Evaluation of Driver Behavior when Crossing Unsignalized Intersection from Minor Road to Major Road ↗ · 2022 · Aramita, Bellatrix Anya et al. · indexed
  3769. The Utility of Cognitive Testing to Predict Real World Commercial Driving Risk ↗ · 2022 · Scott, Daniel et al. · indexed
  3770. Lateral Control Assistance for Car Drivers: A Comparison of Motor Priming and Warning Systems ↗ · 2007 · Navarro, Jordan et al. · indexed
  3771. Research on Attention Networks as a Model for the Integration of Psychological Science · 2006 · Posner, Michael · archived
  3772. COMMERCIAL MOTOR VEHICLE DRIVER FATIGUE AND ALERTNESS STUDY: EXECUTIVE SUMMARY ↗ · 1996 · Wylie, Carol et al. · indexed
  3773. The effect of emotional arousal on visual attentional performance: a systematic review ↗ · 2023 · Zsidó, Andras N. · indexed
  3774. The Effect of Communicational Signals on Drivers’ Emotion States · 2021 · Ba, Yutao et al. · archived
  3775. Potential of Driver Physiological Measures for Assessing Non-Urban Highway Geometry ↗ · 2021 · Jacob, Anitha et al. · indexed
  3776. Effects of Task Demands and Age on Vigilance and Subjective Workload ↗ · 1988 · Deaton, John E. et al. · indexed
  3777. Driving performance at lateral system limits during partially automated driving ↗ · 2017 · Naujoks, Frederik et al. · indexed
  3778. Divided attention in a reaction time index of traffic sign perception ↗ · 1981 · Testin, Frank J. et al. · indexed
  3779. Enhancing Error Awareness Under Cognitive Load: How Neurostimulation Improves Self-Monitoring via Working Memory ↗ · 2026 · Huang, Xiaohan et al. · indexed
  3780. Solution Concepts in Hierarchical Games Under Bounded Rationality With Applications to Autonomous Driving · 2021 · Sarkar, Atrisha et al. · archived
  3781. Auditory In-Vehicle Technologies to Support Older Drivers ↗ · 2007 · Baldwin, Carryl L et al. · indexed
  3782. Time Headway in Car following and Operational Performance during Unexpected Braking ↗ · 1997 · Van Winsum, Wim et al. · indexed
  3783. Processing of complex traffic scenes for effective steering and collision avoidance: a perspective, from research on locomotion · 2024 · Wann, John P. · archived
  3784. Driver Behavior on Expressway Intersections: Differences in Visual Scanning, Stress and Driving Performance · 2008 · Boyle, Linda Ng et al. · archived
  3785. 3112 Towards Socially Acceptable Forward Vehicle Collision Avoidance : Adaptive Autonomy via Non-intrusive Driver-monitoring ↗ · 2007 · Itoh, Makoto · indexed
  3786. Excessive daytime sleepiness and driving: regulations for road safety ↗ · 2004 · Carter, Tim et al. · indexed
  3787. Aggressive Driving and Road Rage · 2025 · AAA Foundation for Traffic Safety · archived
  3788. Hard Spatio-Multi Temporal Attention Framework for Driver Monitoring at Nighttime ↗ · 2023 · Abdullah, Karam et al. · indexed
  3789. Exploring the effectiveness of a digital voice assistant to maintain driver alertness in partially automated vehicles ↗ · 2021 · Mahajan, Kirti et al. · indexed
  3790. The residual costs of multitasking: Causing trouble down the road ↗ · 2016 · Turrill, J et al. · indexed
  3791. Thrill and Adventure Seeking as a modifier of the relationship of perceived risk with risky driving among young drivers ↗ · 2013 · Hatfield, Julie et al. · indexed
  3792. North American Approaches to Principles, Codes, Guidelines, and Checklists for In-Vehicle HMI ↗ · 2008 · Burns, Peter · indexed
  3793. Traffic Accident Human Error Quantification Considering “Yes-No” Type and “Unknown” Type Danger ↗ · 2005 · Kumamato, Hiromitsu et al. · indexed
  3794. Real-Time Biometric Monitoring for Cognitive Workload Detection: A Narrative Review of Applications in High-Demand Professions · 2025 · O'Hara, Reginald B. et al. · archived
  3795. Driver emotion recognition based on attentional convolutional network ↗ · 2024 · Luan, Xing et al. · indexed
  3796. Variable-Drift Diffusion Models of Pedestrian Road-Crossing Decisions ↗ · 2021 · Pekkanen, Jami et al. · indexed
  3797. Tasks, skills, and competencies of future high-speed train drivers ↗ · 2016 · Brandenburger, Niels et al. · indexed
  3798. A Hierarchical Task Analysis of Commercial Distribution Driving in the UK ↗ · 2015 · Bedinger, Melissa et al. · indexed
  3799. Driver steering model based on a target &amp;amp; control scheme ↗ · 2011 · Han-Shue Tan et al. · indexed
  3800. The Effects of Dual-Task Interference and Response Strategy on Stop or Go Decisions to Yellow Light Changes ↗ · 2009 · Kidd, David G et al. · indexed
  3801. IMPLEMENTATIONS OF CAR-DRIVER BEHAVIOUR AND PSYCHOLOGICAL RISK MODELS --ROAD USER BEHAVIOR. THEORY AND RESEARCH. PAPERS PRESENTED AT THE 2ND INTERNATIONAL CONFERENCE ON ROAD SAFETY HELD IN GRONINGEN, NETHERLANDS, AUGUST 1987 ↗ · 1988 · Aasman, Jans · indexed
  3802. Potential Individual Differences Regarding Automation Effects in Automated Driving ↗ · 2014 · Körber, Moritz et al. · indexed
  3803. Freight transport and non-driving work duties as predictors of falling asleep at the wheel in urban areas of Crete ↗ · 2005 · Tzamalouka, Georgia et al. · indexed
  3804. A Control Authority Transition System for Collision and Accident Avoidance ↗ · 2003 · Acarman, Tankut et al. · indexed
  3805. Distraction Effects of Phone Use During a Crucial Driving Maneuver ↗ · 2001 · Hancock, Peter A et al. · indexed
  3806. Shifts, duration of work and accident risk of bus drivers ↗ · 1987 · Pokorny, M. L. I. et al. · indexed
  3807. Ready2Drive – Interactive Online Video-Based Driving Tasks for Assessment of Driving-Related Skills of Older Drivers ↗ · 2022 · Stojmenova, Kristina et al. · indexed
  3808. Expert knowledge elicitation to generate human factors guidance for future European Rail Traffic Management System (ERTMS) train driving models ↗ · 2017 · Naghiyev, Arzoo et al. · indexed
  3809. Identification of a Linear Parameter Varying Driver Model for the Detection of Distraction ↗ · 2015 · Ameyoe, Ablamvi et al. · indexed
  3810. Quantifying the Impact of Spatial Disorientation on Pilot Mental Workload and Attentional Focus ↗ · 2025 · Evertsen, Fleur W. et al. · indexed
  3811. Steering is initiated based on error accumulation ↗ · 2021 · Goodridge, Courtney Michael et al. · indexed
  3812. Drivers’ Risk Perception and Risky Driving Behavior under Low Illumination Conditions: Modified Driver Behavior Questionnaire (DBQ) and Driver Skill Inventory (DSI) ↗ · 2021 · Liu, Jing et al. · indexed
  3813. The mental workload analysis of gojek drivers ↗ · 2020 · Prabaswari, A D et al. · indexed
  3814. Comparison among driving state prediction models for car-following condition based on EEG and driving features ↗ · 2019 · Yang, Liu et al. · indexed
  3815. The Impact of Explanation on Possibility of Hazard Detection Failure on Driver Intervention under Partial Driving Automation ↗ · 2018 · Liu, Tianwei et al. · indexed
  3816. Drivers' perceived legitimacy of enforcement practices for sleep-related crashes: What are the associated factors? ↗ · 2018 · Watling, Christopher N. · indexed
  3817. PERCEPTION OF HIGHWAY TRAFFIC SIGNS ↗ · 1971 · Häkkinen, Suvi et al. · indexed
  3818. Human Factors in Highway Design, Operation and Safety Problems ↗ · 1960 · Forbes, Theodore W. · indexed
  3819. Examining the association between vigilance and mind wandering · 2025 · Schwartzman, Brooke et al. · archived
  3820. Impact of Transition Areas on Driving Workload and Driving Behavior in Work Zones: A Naturalistic Driving Study ↗ · 2023 · Ma, Sen et al. · indexed
  3821. The influence of landscape intervention used as an alertness maintaining ‘tool’ on driving behaviour ↗ · 2021 · Zhang, Yu‐Le et al. · indexed
  3822. Divided Attention and Processes Underlying Sense of Agency ↗ · 2016 · Wen, Wen et al. · indexed
  3823. Criteria for driver impairment ↗ · 2003 · BROOKHUIS, K. A. et al. · indexed
  3824. The Allocation of Attention: Theory and Evidence ↗ · 2003 · Gabaix, Xavier et al. · indexed
  3825. A study of precrash factors involved in traffic accidents ↗ · 1980 · Treat, J R · indexed
  3826. Developing and testing the effectiveness of a truck driver hazard anticipation training module: a simulator study ↗ · 2026 · Galal, Alia et al. · indexed
  3827. Media-Multitasking And Attentional Control: A Theory-Driven Research Agenda ↗ · 2025 · Abrahamse, Elger et al. · indexed
  3828. The Divergence of Objective and Subjective Situation Awareness: A Meta-Analysis ↗ · 2019 · Endsley, Mica R. · indexed
  3829. From "warning" to "guidance": design of a closure control zone for eight-lane freeways and evaluation of its regulating effects on driving behavior. · 2026 · Zhao, X et al. · archived
  3830. Investigating the Effects of Electric Bicycle Risk Warning Systems on Motor Vehicle Driver Behavior ↗ · 2025 · Liu, Xia et al. · indexed
  3831. AR-CP: Uncertainty-Aware Perception in Adverse Conditions with Conformal Prediction and Augmented Reality For Assisted Driving ↗ · 2024 · Doula, Achref et al. · indexed
  3832. The effect of visual advanced driver assistance systems on a following human driver in a mixed-traffic condition · 2023 · Ariansyah, Dedy et al. · archived
  3833. Online Multimodal Inference of Mental Workload for Cognitive Human Machine Systems ↗ · 2021 · Planke, Lars J. et al. · indexed
  3834. Examining drivers’ socio-demographic variables and perceptions towards sanction mechanisms on speeding behaviour on highways: targeting appropriate prevention ↗ · 2021 · Trapsilawati, Fitri et al. · indexed
  3835. A Critical Review of Proactive Detection of Driver Stress Levels Based on Multimodal Measurements ↗ · 2018 · RASTGOO, Mohammad Naim et al. · indexed
  3836. The View from the Driver's Seat: What Good Is Salience? ↗ · 2013 · McCarley, Jason S. et al. · indexed
  3837. Modeling of driver following behavior based on minimum-jerk theory ↗ · 2005 · Hiraoka, Toshihiro et al. · indexed
  3838. Exploration of Color Patterns for Improving Work Zone Safety and Perception · 2025 · Wu, Hongyue et al. · archived
  3839. How do driving behavior and attitudes toward road safety vary between developed and developing countries? Evidence from Iran and the Netherlands ↗ · 2023 · Das, Subasish · indexed
  3840. Efficacy of a Neurofeedback Training on Attention and Driving Performance: Physiological and Behavioral Measures ↗ · 2019 · Balconi, Michela et al. · indexed
  3841. Gender Invariance in Multitasking · 2013 · Strayer, David L. · archived
  3842. Review and Outlook of Modeling of Car Following Behavior ↗ · 2012 · Wang, Dianhai et al. · indexed
  3843. Workload capacity spaces: A unified methodology for response time measures of efficiency as workload is varied ↗ · 2011 · Townsend, James T. et al. · indexed
  3844. The Concept of Cooperative Automation in Cars: Results from the Experiment "Overtaking on Highways" ↗ · 2005 · Biester, Lars · indexed
  3845. Understanding risky driving behaviors among young novice drivers in Nigeria: A latent class analysis coupled with association rule mining approach ↗ · 2024 · Labbo, Muwaffaq Safiyanu et al. · indexed
  3846. Learning rate and subjective mental workload in five truck driving tasks ↗ · 2019 · Chi, Chia-Fen et al. · indexed
  3847. Modeling and adaptation of stochastic driver-behavior model with application to car following ↗ · 2011 · Angkititrakul, Pongtep et al. · indexed
  3848. Integrated Capabilities in Heavy Vehicles: Human Factors Research Needs [Summary Report] · 1998 · NHTSA · archived
  3849. Driving Assistance Based on an Online-Updated Personalized Driver Model ↗ · 2025 · Seki, Suzuka et al. · indexed
  3850. Pupil-linked arousal modulates network-level EEG signatures of attention reorienting during immersive multitasking ↗ · 2023 · Lapborisuth, Pawan et al. · indexed
  3851. HEDGEHOG: A Steering Wheel Prototype to Continuously Enhance Driver's Situation Awareness During Conditional Vehicle Automation ↗ · 2022 · Gomes, Guilherme Daniel et al. · indexed
  3852. Age Differences in Hazard Perception of Drivers: The Roles of Emotion ↗ · 2022 · Huo, Faren et al. · indexed
  3853. Looking out or Looking Away?—Exploring the Impact of Driving With a Passenger on Young Drivers’ Eye Glance Behavior ↗ · 2022 · Mehrotra, Shashank et al. · indexed
  3854. Mobile Phone Use in a Car-Following Situation: Impact on Time Headway and Effectiveness of Driver’s Rear-End Risk Compensation Behavior via a Driving Simulator Study ↗ · 2020 · Chen, Yunxing et al. · indexed
  3855. Factors Affecting Accidents Risks among Truck Drivers In Egypt · 2017 · Elshamly, Ahmed Fathalla et al. · archived
  3856. Efficacité des alertes signalant un risque de collision par l’arrière chez le conducteur distrait ↗ · 2016 · Fort, Alexandra et al. · indexed
  3857. The Effects of Subject-Controlled Pacing and Task Type on Sustained Attention and Subjective Workload ↗ · 1993 · Scerbo, Mark W. et al. · indexed
  3858. Modulating Driver Alertness via Ambient Olfactory Stimulation: A Wearable Electroencephalography Study ↗ · 2024 · Jiang, Mengting et al. · indexed
  3859. Older Drivers and Advanced Driver Assistance Systems · 2020 · AAA Foundation for Traffic Safety · archived
  3860. Examining the effects of goal-setting, feedback, and incentives on sustained attention ↗ · 2020 · Robison, Matthew Kyle et al. · indexed
  3861. Design and Evaluation of a Workload-Adaptive Haptic Shared Control Framework for Semi-Autonomous Driving ↗ · 2020 · Weng, Yifan et al. · indexed
  3862. Advances in Human-Machine Systems for In-Vehicle Environments: Noise and Cognitive Stress/Distraction ↗ · 2011 · Hansen, John H.L. et al. · indexed
  3863. Does Agricultural Spraying Involve Mental Workload? ↗ · 2007 · Asit Kumar Dey et al. · indexed
  3864. Speech and driving – solution or problem? ↗ · 2007 · Vollrath, M. · indexed
  3865. The effects of distraction on younger drivers: A neurophysiological perspective ↗ · 2024 · Goldsworthy, Jake et al. · indexed
  3866. Understanding sexual activity while driving as a form of distracted driving ↗ · 2022 · Oviedo-Trespalacios, Oscar et al. · indexed
  3867. Distracted Driver Behavior Detection Based-on An Improved YOLOX Framework ↗ · 2022 · Wei, Yajuan et al. · indexed
  3868. Is There Any Difference between Conversing by Phone and Conversing with a Passenger While Driving? · 2009 · Bruyas, Marie-Pierre et al. · archived
  3869. Designing in-vehicle technologies for older drivers: Application of sensory-cognitive interaction theory ↗ · 2002 · Baldwin, Carryl L. · indexed
  3870. Self-Estimates of Distractibility as Related to Performance Decrement on a Task Requiring Sustained Attention ↗ · 1973 · THACKRAY, R. I. et al. · indexed
  3871. The evaluation of eye-catching effect in freeway tunnel entrance zone based on fixation behavior characteristics ↗ · 2023 · Han, Lei et al. · indexed
  3872. The impact of multisensory integration and perceptual load in virtual reality settings on performance, workload and presence · 2021 · Marucci, Matteo et al. · archived
  3873. Analyzing Vehicle Operator Deviations · 2008 · Pounds, Julia et al. · archived
  3874. Identification of driver car-following behaviour ↗ · 2005 · Mulder, Mark et al. · indexed
  3875. Cognitive workload using interactive voice messaging systems ↗ · 2016 · Coleman, JR et al. · indexed
  3876. Fuzzy Synthetic Evaluation on Driver's Hazard Perception ↗ · 2014 · Cheng, Ying et al. · indexed
  3877. Gap acceptance and risk-taking by young and mature drivers, both sober and alcohol-intoxicated, in a simulated driving task ↗ · 2005 · Leung, Stefanie et al. · indexed
  3878. Operator Functional State Classification Using Multiple Psychophysiological Features in an Air Traffic Control Task ↗ · 2003 · Wilson, Glenn F. et al. · indexed
  3879. Drinking and driving: A systematic review of the impacts of alcohol consumption on manual and automated driving performance ↗ · 2024 · Dong, Miaomiao et al. · indexed
  3880. Study on comprehensive evaluation method of mental workload level ↗ · 2024 · Yan, Shengyuan et al. · indexed
  3881. Fatigue and Human Performance: An Updated Framework · 2022 · Behrens, Martin et al. · archived
  3882. Neural Correlates of Mental Workload During Multitasking: a Dynamic Causal Modeling Study ↗ · 2021 · Huang, Jiali et al. · indexed
  3883. Strategic predictors of performance in a divided attention task ↗ · 2018 · Rill, Róbert Adrian et al. · indexed
  3884. Does the AR-HUD system affect driving behaviour? An eye-tracking experiment study ↗ · 2023 · Cheng, Yu-nuo et al. · indexed
  3885. Modeling eye movement in dynamic interactive tasks for maximizing situation awareness based on Markov decision process ↗ · 2022 · Ma, Shuo et al. · indexed
  3886. MAD-DAX: Anger and driver behaviours on the road ↗ · 2022 · Ozturk, Ibrahim et al. · indexed
  3887. Two Nash-equilibrium-based steering control models for representing a driver’s interaction with vehicle automated steering ↗ · 2021 · Na, Xiaoxiang et al. · indexed
  3888. Quantitative Analysis of Situation Awareness (QASA): modelling and measuring situation awareness using signal detection theory ↗ · 2017 · Edgar, Graham K. et al. · indexed
  3889. Attitudes of Greek Drivers with Focus on Mobile Phone Use While Driving ↗ · 2015 · Yannis, George et al. · indexed
  3890. Drivers' and non-drivers' performance in a change detection task with static driving scenes: is there a benefit of experience? ↗ · 2014 · Zhao, Nan et al. · indexed
  3891. Vision-based estimation of driver drowsiness with ORD model using evidence theory ↗ · 2013 · Li, Xuanpeng et al. · indexed
  3892. Driving monotonous routes in a train simulator: the effect of task demand on driving performance and subjective experience ↗ · 2012 · Dunn, Naomi et al. · indexed
  3893. Anxiety and cognitive performance: Attentional control theory. · 2007 · Eysenck, Michael W · archived
  3894. Speed control, visual adaptation, and mental workload in urban short underpass tunnels: A naturalistic driving study ↗ · 2025 · Mei, Jialin et al. · indexed
  3895. Comparative Analysis of Driver Fatigue in Three Companies from Different Industries ↗ · 2023 · Davidović, Jelica et al. · indexed
  3896. Machine Learning Models of Erroneous Driver Actions at Novel Interchange Configurations ↗ · 2022 · Liu, Yunmei et al. · indexed
  3897. Towards a Driver Model to Clarify Cooperation Between Drivers and Haptic Guidance Systems ↗ · 2020 · Zhao, Yishen et al. · indexed
  3898. Large reductions are possible in older driver crashes at intersections ↗ · 2016 · Samuel, Siby et al. · indexed
  3899. Evaluating multimodal driver displays under varying situational urgency ↗ · 2014 · Politis, Ioannis et al. · indexed
  3900. Effect of Driving Duration and Work Schedules on Vigilance Level and Driving Performance of Bus Drivers ↗ · 2013 · Pei, Yu Long et al. · indexed
  3901. Determinants of Seat Belt Use Among Drivers in Sabzevar, Iran: A Comparison of Theory of Planned Behavior and Health Belief Model ↗ · 2011 · Ali, Mehri et al. · indexed
  3902. Reducing young driver road trauma: guidance and optimism for the future: Figure 1 ↗ · 2006 · Senserrick, Teresa · indexed
  3903. Workload and Reliability of Predictor Displays in Aircraft Traffic Avoidance ↗ · 2000 · Wickens, C. D. · indexed
  3904. Driver Control: Achieving Greater Traffic Safety Through Efficiency at the Wheel · 1953 · Kraft, Merwyn Adolph, 1905- · archived
  3905. An intelligent network framework for driver distraction monitoring based on RES-SE-CNN ↗ · 2025 · Lei, Jichong et al. · indexed
  3906. Analyzing the Takeover Performance of Drivers with Different Speed Stability Habits ↗ · 2024 · Chen, Facheng et al. · indexed
  3907. Assessment of mental workload and its association with work ability in control room operators ↗ · 2019 · Kamari Ghanavati, Fatemeh et al. · indexed
  3908. Safe driving and executive functions in healthy middle-aged drivers ↗ · 2016 · León-Domínguez, Umberto et al. · indexed
  3909. Distractive or Supportive -- How Warnings in the Head-up Display Affect Drivers' Gaze and Driving Behavior ↗ · 2015 · Winkler, Susann et al. · indexed
  3910. Alerts and Alarms in Conventional and ERTMS Train Driving ↗ · 2014 · Naghiyev, Arzoo et al. · indexed
  3911. Beyond perceptual load and dilution: a review of the role of working memory in selective attention ↗ · 2013 · de Fockert, Jan W. · indexed
  3912. Warning Reliability and Driver Performance in Naturalistic Driving ↗ · 2008 · Sullivan, J. M. et al. · indexed
  3913. Temporal dynamics of gaze behavior around system activation: The role of trust, mental model, and prior experience in automated driving ↗ · 2026 · Seupke, Stephanie et al. · indexed
  3914. Causality of brain region activation during driver takeover in conditional autonomous driving: a study based on fMRI experiments ↗ · 2025 · Li, Xiaonan et al. · indexed
  3915. Auditive beta stimulation as a countermeasure against driver fatigue · 2021 · Moessinger, Michèle et al. · archived
  3916. A Perceptually Inspired Driver Model for Speed Control in Curves · 2018 · Abbink, David A. · archived
  3917. Experimental Validation of a Driver Steering Model Based on Switching of Driver Specific Primitives ↗ · 2013 · Flad, Michael et al. · indexed
  3918. Cognitive process modelling of controllers in en route air traffic control ↗ · 2012 · Inoue, Satoru et al. · indexed
  3919. Dynamic Head-Up Display Design: Cognitive Load as a Parametric Driver ↗ · 2025 · Solombrino, Laetitia Pina-Lydia et al. · indexed
  3920. The role of anger rumination as a mediator in the relationship between driver moral disengagement and driving angry ↗ · 2024 · Lv, Renjie et al. · indexed
  3921. Steering Mental Models During Drifting: Can Drivers Understand Automated Counter-Steering? ↗ · 2023 · Yasuda, Hiroshi et al. · indexed
  3922. Perceptions et attitudes face à la conduite automobile dans un contexte de travail chez les policiers en fonction et les aspirants policiers ↗ · 2020 · Lavallière, Martin et al. · indexed
  3923. Investigation of Time and Speed Perception using a Driving Simulator ↗ · 2018 · Keklikoglou, Andronikos et al. · indexed
  3924. Cognitive Psychological Process and Model of Pedestrian’s Road Crossing Behavior ↗ · 2013 · WU, Changxu et al. · indexed
  3925. Cellular Automaton Modeling Driver Behavior at a Single-Lane Roundabout ↗ · 2012 · Yu, Xiao Ping et al. · indexed
  3926. Sensitivity to Uncertainty: Need for a Paradigm Shift ↗ · 2003 · Avineri, Erel et al. · indexed
  3927. Driver Model of Steering Based on Target Position and Orientation ↗ · 1995 · Yoon, Y. S. et al. · indexed
  3928. A Subjective Scale of Speed when Driving a Motor Vehicle ↗ · 1966 · DENTON, G. G. · indexed
  3929. Mental Workload Classification and Tasks Detection in Multitasking: Deep Learning Insights from EEG Study ↗ · 2024 · Pušica, Miloš et al. · indexed
  3930. An Exploratory Study of Driver Response to Reduced System Confidence Notifications in Automated Driving ↗ · 2017 · Tijerina, Louis et al. · indexed
  3931. Effects of Driver Task-related Fatigue on Driving Performance ↗ · 2014 · Gastaldi, Massimiliano et al. · indexed
  3932. Driver distraction detection by in-vehicle signal processing ↗ · 2014 · Im, Seongsu et al. · indexed
  3933. Intelligent driver support systems: Effects of learning and aging ↗ · 2013 · Berthon-Donk, Vera et al. · indexed
  3934. The BMW SURF Project: A Contribution to the Research on Cognitive Vehicles ↗ · 2007 · Hoch, Stefan et al. · indexed
  3935. Expert Drivers’ Prospective Thinking-Aloud to Enhance Automated Driving Technologies – Investigating Uncertainty and Anticipation in Traffic ↗ · 2020 · Grahn, Hilkka et al. · indexed
  3936. Rest Is Still Best ↗ · 2017 · Helton, William S. et al. · indexed
  3937. Cyber Vigilance ↗ · 2014 · Sawyer, Ben D. et al. · indexed
  3938. Predicting Dual-Task Performance With the Multiple Resources Questionnaire (MRQ) ↗ · 2007 · Boles, David B. et al. · indexed
  3939. Driver's Characteristics And Performances When Using In-vehicle Navigation System ↗ · 2005 · Daimon, T. · indexed
  3940. Driver Alertness and Fatigue: Summary of Completed Research Projects, 1995-98 · 2000 · NHTSA · archived
  3941. Investigating the role of flight phase and task difficulty on low-time pilot performance, gaze dynamics and subjective situation awareness during simulated flight · 2024 · Ayala, Naila et al. · archived
  3942. Causal Factors and Symptoms of Task-Related Human Fatigue in Vessel Traffic Service: A Task-Driven Approach ↗ · 2020 · Li, Fan et al. · indexed
  3943. Going solo: Hierarchical task analysis of the second driver in “two-up” (multi-person) freight rail operations ↗ · 2018 · Naweed, Anjum et al. · indexed
  3944. Truck Driving Distractions ↗ · 2014 · Sollins, Brandon et al. · indexed
  3945. Processing Efficiency Theory to Attentional Control Theory: New Perspective for Anxiety-performance Relationship in Sport Psychology ↗ · 2013 · SUN, Guoxiao et al. · indexed
  3946. A mediation model linking dispatcher leadership and work ownership with safety climate as predictors of truck driver safety performance ↗ · 2013 · Zohar, Dov et al. · indexed
  3947. Effects of adopting voice assistants countermeasures on alerting drowsy drivers across age ↗ · 2025 · Zhang, Wei et al. · indexed
  3948. EEG-Based Mental Workload Estimation ↗ · 2019 · Samima, Shabnam et al. · indexed
  3949. Driving Characteristics of Drivers in a State of Low Alertness when an Autonomous System Changes from Autonomous Driving to Manual Driving ↗ · 2015 · Hirose, Toshiya et al. · indexed
  3950. The Relationship between Driver Fatigue and Driver Distraction ↗ · 2008 · Williamson, Ann · indexed
  3951. ASPECTS OF ROAD LAYOUT THAT AFFECT DRIVERS' PERCEPTION AND RISK TAKING ↗ · 1980 · Watts, G R et al. · indexed
  3952. A neuroergonomics approach to driver’s cooperation with Lane Departure Warning Systems ↗ · 2024 · Schnebelen, Damien et al. · indexed
  3953. Synthesizing Cognitive Load and Self-regulation Theory: a Theoretical Framework and Research Agenda ↗ · 2020 · de Bruin, Anique B. H. et al. · indexed
  3954. An Assessment of Commuting Risk Factors for Air Traffic Control Specialists · 2006 · Nesthus, T. et al. · archived
  3955. Decoding acceptance of driver monitoring systems: Evaluating alternative measurement models, cross-country variations, and behavioural intention ↗ · 2026 · Öztürk, İbrahim et al. · indexed
  3956. PTSD symptoms, driving stress, and anxious driving behavior among novice drivers ↗ · 2023 · Corlătianu, Mălina et al. · indexed
  3957. Estimation of Hurry Driving Behavior based on Hierarchical Bayesian Model Using Continuous-Logging Drive Recorder ↗ · 2011 · Ikenishi, Toshihito et al. · indexed
  3958. Task-Induced Fatigue and Collisions in Adult Drivers with Attention Deficit Hyperactivity Disorder ↗ · 2007 · Reimer, Bryan et al. · indexed
  3959. Adaptive Automation of Human-Machine System Information-Processing Functions · 2005 · Kaber, David B. et al. · archived
  3960. Covert Orienting of Attention Controls Vigilance Decrement at Low Event Rate ↗ · 1994 · Bahri, Toufik · indexed
  3961. Study on EEG-based carelessness warnings to bus driver ↗ · 2022 · Hong, Sara et al. · indexed
  3962. Prediction of drowsiness events in night shift workers during morning driving ↗ · 2017 · Liang, Yulan et al. · indexed
  3963. Federal Highway Administration (FHWA) Driver Model Platform - Version 1.1 : [fact sheet] · 2017 · NHTSA · archived
  3964. Decision-Theoretic Reasoning for Traffic Monitoring and Vehicle Control · 1995 · Wellman, Michael P. et al. · archived
  3965. How Multi-Tasking Ability Impacts Performance, Workload, Situation Awareness, Stress and Trust with Simulated Imperfect Automation. ↗ · 2026 · Greenwell-Barnden, JN et al. · indexed
  3966. Influencing Alertness Through Remote Coaching for Professional Drivers ↗ · 2025 · Filtness, Ashleigh et al. · indexed
  3967. Driving experience moderates the effect of implicit versus explicit threat priming on hazard perception test ↗ · 2016 · Hoffman, Yaakov et al. · indexed
  3968. Indices for characterizing driving style and their relevance to car following behavior ↗ · 2007 · Ishibashi, Motonori et al. · indexed
  3969. Psychophysiologically Determined Classification of Cognitive Activity ↗ · 2004 · Wilson, Glenn F. et al. · indexed
  3970. Examining Drivers’ Sense of Agency When Operating Level 3 Automated Vehicles: A Driving Simulator Study ↗ · 2026 · Aiken, Heather et al. · indexed
  3971. Driver Personalized Lane Change Behavior Analysis Based on Attention Deep Embedding Clustering ↗ · 2025 · Dong, Haomin et al. · indexed
  3972. Predictive Mental Workload Modeling Methodology for Single-Pilot Operations System Design ↗ · 2024 · Li, Min et al. · indexed
  3973. Mathematical-heuristic modelling for human performance envelope ↗ · 2023 · Rusu, Victoria et al. · indexed
  3974. Factors affecting behavior of mobile phone use while driving and effect of mobile phone use on driving performance ↗ · 2020 · Phuksuksakul, Natakorn et al. · indexed
  3975. A Model of Driver Steering Control Incorporating Steering Torque Feedback and State Estimation ↗ · 2020 · Niu, Tenghao et al. · indexed
  3976. 0635 Vigilance Observations - Learning from Nighttime Driving Behaviours ↗ · 2018 · Tse, E et al. · indexed
  3977. Guiding Driver Visual Attention with LEDs ↗ · 2017 · Schmidt, Gerald J. et al. · indexed
  3978. Beyond the tangent point: Gaze targets in naturalistic driving ↗ · 2013 · Lappi, Otto et al. · indexed
  3979. Effect of a Concurrent Auditory Task on Visual Search Performance in a Driving-Related Image-Flicker Task ↗ · 2002 · Richard, Christian M. et al. · indexed
  3980. The impact of guide sign informational density on driver cognitive load: An integrated simulator and real-world driving study ↗ · 2026 · Meng, Yunwei et al. · indexed
  3981. Willingness and intention to run a red light among motorcyclists · 2022 · Esmaeli, Saeed et al. · archived
  3982. Systematic Literature Review Of Workload Calculation Using NASA-TLX · 2022 · Surtiningtyas, Sri Rahayu et al. · archived
  3983. Probabilistic Time-To-Collision: Correlation of Driver Gaze and Surrounding Objects ↗ · 2020 · Epple, Nico et al. · indexed
  3984. Passive visual stimulation induces fatigue or improvement depending on cognitive load ↗ · 2020 · Ioannucci, Stefano et al. · indexed
  3985. Improving the Safety of Urban Freight Deliveries by Organization of the Transportation Process Considering Driver’s State ↗ · 2019 · Galkin, Andrii et al. · indexed
  3986. Shared or Distinct Attentional Resources? Confounds in Dual Task Designs, Countermeasures, and Guidelines ↗ · 2019 · Wahn, Basil et al. · indexed
  3987. Sensitivity analysis of driver behavior under emergency conditions ↗ · 2012 · Prionisti, Elena et al. · indexed
  3988. Driver secondary tasks in Germany: Using interviews to estimate prevalence ↗ · 2011 · Huemer, Anja Katharina et al. · indexed
  3989. When Loading Working Memory Reduces Distraction: Behavioral and Electrophysiological Evidence from an Auditory-Visual Distraction Paradigm ↗ · 2008 · SanMiguel, Iria et al. · indexed
  3990. Drowsy Driving and Automobile Crashes · 1998 · NHTSA · archived
  3991. The Rate of Gain of Perceived Workload in Sustained Attention ↗ · 1993 · Dember, William N. et al. · indexed
  3992. Gradations in task engagement emerge from metacognitive priority control ↗ · 2019 · Mussack, Dominic et al. · indexed
  3993. The ANT Executive Control Index: No Evidence for Temporal Decrement ↗ · 2019 · Zholdassova, Manzura et al. · indexed
  3994. A critique of the SAE conditional driving automation definition, and analyses of options for improvement · 2018 · Inagaki, Toshiyuki et al. · archived
  3995. Classification of a Driver's cognitive workload levels using artificial neural network on ECG signals ↗ · 2017 · Tjolleng, Amir et al. · indexed
  3996. Modeling driver behavior at roundabouts: Results from a field study · 2017 · Zhao, Mingyuan et al. · archived
  3997. Evaluating multimodal driver displays of varying urgency ↗ · 2013 · Politis, Ioannis et al. · indexed
  3998. The Study of Characteristic of Drivers Visual Attention Based on Driving Simulation Device ↗ · 2013 · Xia, Ru Ting et al. · indexed
  3999. Eye glances towards conflict-relevant cues: the roles of anticipatory competence and driver experience ↗ · 2019 · Stahl, Patrick et al. · indexed
  4000. A comprehensive joint econometric model of motor vehicle crashes arising from multiple sources of risk · 2018 · Afghari, Amir Pooyan et al. · archived
  4001. Professional drivers’ views on risky driving behaviors and accident liability: a questionnaire survey in Xining, China ↗ · 2014 · Wang, Yonggang et al. · indexed
  4002. Pilot Performance, Workload, and Situation Awareness During Lunar Landing Mode Transitions ↗ · 2013 · Hainley, Christopher J. et al. · indexed
  4003. Distraction and inattention prevention by combining Behaviour-Based Safety with Advanced Driver Assistance Systems ↗ · 2013 · Wege, Claudia A. et al. · indexed
  4004. Older Drivers’ Reasons for Reducing the Overall Amount of Their Driving and for Avoiding Selected Driving Situations ↗ · 2012 · Meng, Annette et al. · indexed
  4005. Predicting vigilance: A fresh look at an old problem ↗ · 2009 · Finomore, V. et al. · indexed
  4006. Representational Commitments and Situation Awareness in Joint Cognitive System ↗ · 2026 · Karjalainen, Jaakko · indexed
  4007. Mind Wandering Influences EEG Signal in Complex Multimodal Environments · 2021 · Gouraud, Jonas et al. · archived
  4008. Inverse Reinforcement Learning Based Driver Behavior Analysis and Fuel Economy Assessment ↗ · 2020 · Ozkan, Mehmet Fatih et al. · indexed
  4009. Symbiosis of executive and selective attention in working memory · 2014 · Vandierendonck, André · archived
  4010. Driver Behavior's KDD and its application in driver status warning system ↗ · 2010 · Liu, Yanfei et al. · indexed
  4011. Joint Cognitive Systems: Foundations of Cognitive Systems Engineering ↗ · 2005 · Hollnagel, Erik et al. · indexed
  4012. Analysis of Private Drivers’ Commuting and Commercial Drivers’ Work-Related Travel Behavior ↗ · 1998 · Ng, Linda et al. · indexed
  4013. Analysis of Driver Behavior in Various Events Using Electrodermal Activity Signal ↗ · 2025 · Veeranki, Yedukondala Rao et al. · indexed
  4014. The effects of rainfall on driving behaviors based on driving volatility ↗ · 2020 · Yeo, Jiho et al. · indexed
  4015. Effects of Visual and Acoustic Distraction on Driving Behavior and EEG in Young and Older Car Drivers: A Driving Simulation Study ↗ · 2018 · Karthaus, Melanie et al. · indexed
  4016. Divided Attention and Driving ↗ · 2002 · Lengenfelder, Jean et al. · indexed
  4017. Impact of Handedness on Driver’s Situation Awareness When Driving under Unfamiliar Traffic Regulations ↗ · 2024 · Alharbi, Nesreen M. et al. · indexed
  4018. Synergistic Influence of Rainstorm and Waterlogging on Drivers’ Driving Behavior—An Experimental Study Based on High-Fidelity Driving Simulator ↗ · 2022 · Ni, Xiaoyong et al. · indexed
  4019. Evaluation of Fatigue Risk, Subjective Fatigue, and Work Motivation Level of Intercity Bus Driver ↗ · 2022 · Zuraida, Rida · indexed
  4020. Driving Behavior Based Relative Risk Evaluation Using a Nonparametric Optimization Method ↗ · 2021 · Bao, Qiong et al. · indexed
  4021. Human Factors Issues regarding Driver Assisted and Automated Driving: What Can Be Seen from Comparison between Aircraft and Automobile Automation ↗ · 2020 · Inagaki, Toshiyuki et al. · indexed
  4022. Evaluating Demands Associated with the Use of Voice-Based In-Vehicle Interfaces ↗ · 2016 · Strayer, David L. · indexed
  4023. Dominant role of drivers' attitude in prevention of road traffic crashes: A study on knowledge, attitude, and practice of drivers in Iran ↗ · 2014 · Mirzaei, Reza et al. · indexed
  4024. Human performance in a multiple-task environment: Effects of automation reliability on visual attention allocation ↗ · 2013 · Cullen, Ralph H. et al. · indexed
  4025. Too much control can hurt: A threaded cognition model of the attentional blink ↗ · 2009 · Taatgen, Niels A. et al. · indexed
  4026. The distraction effects of phone use during a crucial driving maneuver ↗ · 2003 · Hancock, P.A. et al. · indexed
  4027. Driver abnormal behavior detection based on dual-channel attention mechanism ↗ · 2022 · feng, zhiwen et al. · indexed
  4028. On the Effect of COVID-19 on Drivers’ Behavior: A Survey Study ↗ · 2022 · Lopetrone, Erika et al. · indexed
  4029. Effects of trust in human-automation shared control: A human-in-the-loop driving simulation study ↗ · 2021 · Yin, Weiru et al. · indexed
  4030. Modeling Methodology of Driver-Vehicle-Environment System Dynamics in Mixed Driving Situation ↗ · 2020 · Xie, Shanshan et al. · indexed
  4031. Out of the Loop, in Your Bubble: Mind Wandering Is Independent From Automation Reliability, but Influences Task Engagement ↗ · 2018 · Gouraud, Jonas et al. · indexed
  4032. An Adaptive Driver Support System ↗ · 2012 · Dijksterhuis, Chris et al. · indexed
  4033. Redundancy, Modality, and Priority in Dual Task Interference ↗ · 2003 · Wickens, Christopher D. et al. · indexed
  4034. Present time perspective as a predictor of risky driving ↗ · 1997 · Zimbardo, Philip G. et al. · indexed
  4035. Relation of Individual Differences in Information-Processing Ability to Driving Performance ↗ · 1989 · Ranney, Thomas A. et al. · indexed
  4036. A Review of HMM-Based Approaches of Driving Behaviors Recognition and Prediction · 2021 · Deng, Qi et al. · archived
  4037. Dual control theoretic driver assistance - Dynamic characteristics of steering torque control based on linear quadratic regulator ↗ · 2014 · Saito, Yuichi et al. · indexed
  4038. Individual Differences in Human-Agent Teaming ↗ · 2014 · Wright, Julia L. et al. · indexed
  4039. A Mathematical Model of Driver Steering Control Including Neuromuscular Dynamics ↗ · 2008 · Pick, Andrew J. et al. · indexed
  4040. Risk compensation—the case of road lighting ↗ · 1999 · Assum, Terje et al. · indexed
  4041. Psychometric Properties of Subjective Workload Measurement Techniques: Implications for Their Use in the Assessment of Perceived Mental Workload ↗ · 1991 · Nygren, Thomas E. · indexed
  4042. Entropy-Based Effect Evaluation of Delineators in Tunnels on Drivers’ Gaze Behavior ↗ · 2020 · Han, Xueyan et al. · indexed
  4043. Assessment of the effectiveness of connected vehicle weather and work zone warnings in improving truck driver safety ↗ · 2020 · Raddaoui, Omar et al. · indexed
  4044. Concealed texting while driving: What are young people’s beliefs about this risky behaviour? · 2014 · Gauld, Cassandra S. et al. · archived
  4045. A Computational Model of Task Overload Management and Task Switching ↗ · 2013 · Wickens, Christopher D. et al. · indexed
  4046. The relation of non-culpable traffic incidents to bus drivers' celeration behavior ↗ · 2008 · Wåhlberg, A.E. af · indexed
  4047. Effects of attentional focus and cognitive loads on cognitive-motor dual-task performance ↗ · 2026 · Zhang, Danxuan et al. · indexed
  4048. Road lighting and distraction whilst driving: Establishing the significant types of distraction ↗ · 2020 · Robbins, CJ et al. · indexed
  4049. Expert Driver Modeling in Highway Merging Based on Dynamic Risk Potential ↗ · 2019 · SATO, Daisuke et al. · indexed
  4050. The contribution of working memory to divided attention ↗ · 2011 · Santangelo, Valerio et al. · indexed
  4051. The impact of mortality salience on reckless driving: A test of terror management mechanisms. ↗ · 1999 · Ben-Ari, Orit Taubman et al. · indexed
  4052. Coupling mechanism of nighttime lighting glare and driver cognitive load based on visual-physiological parameters ↗ · 2025 · Xu, Mingwei et al. · indexed
  4053. Workload in cockpit work on high-speed workboats: How to improve crew performance ↗ · 2024 · Lehtimäki, Mikko et al. · indexed
  4054. Demographic, driving experience, and psychosocial predictors of adolescent distracted driving beliefs ↗ · 2020 · Stavrinos, Despina et al. · indexed
  4055. Development of driving fatigue strain index using fuzzy logic to analyze risk levels of driving activity ↗ · 2019 · Ani, Mohammad Firdaus et al. · indexed
  4056. ‘Driving-as-Event’: re-thinking the car journey ↗ · 2017 · Pearce, Lynne · indexed
  4057. Cell phone use diminishes self-awareness of the adverse effects of cell phone use on driving. · 2017 · Sanbonmatsu, David M. et al. · archived
  4058. Predicting Driver Intent from Models of Naturalistic Driving ↗ · 2015 · Bender, Asher et al. · indexed
  4059. Estimating driver awareness of pedestrians from driving behavior based on a probabilistic model ↗ · 2013 · Fukagawa, Yuuki et al. · indexed
  4060. The Impact of Mobile Phones and Other In-Car Technology on Driving ↗ · 2007 · Parsons, Thomas D. · indexed
  4061. Development of a mental workload index: A systems approach ↗ · 2007 · Pretorius, A. et al. · indexed
  4062. What You See Is What You Set: Sustained Inattentional Blindness and the Capture of Awareness. ↗ · 2005 · Most, Steven B. et al. · indexed
  4063. The effect of cellular phone use upon driver attention ↗ · 1993 · McKnight, A.James et al. · indexed
  4064. Evaluating the Influence of Ambient State of a Car on the Cognitive Distracted State of the Driver ↗ · 2018 · Koma, Hiroaki et al. · indexed
  4065. Pilot mental workload with predictive system status information ↗ · 2002 · Trujillo, A.C. · indexed
  4066. Emotion-Aware Contextual Modelling for Robust Driver Fatigue Detection ↗ · 2026 · Budzan, Sebastian et al. · indexed
  4067. Research on Distracted and Fatigue-Related Driving Behavior Detection Based on YOLOv12-LAD ↗ · 2026 · Liu, Xiyao et al. · indexed
  4068. A confirmatory factor analysis of road users’ cognitive attitudes towards contributing factors of traffic congestion · 2025 · Osei, Kwame Kwakwa et al. · archived
  4069. Determinants Behind the Taste Variation in Discretionary Lane Changing Behavior of Drivers Facing Downstream Queues · 2025 · Matin, Seyed Hamed Seyed et al. · archived
  4070. A Learning-Based Approach for Lane Departure Warning Systems With a Personalized Driver Model · 2018 · Wang, Wenshuo et al. · archived
  4071. Using situation awareness measures to characterize mental models in an inductive reasoning task ↗ · 2021 · Zhang, Tao et al. · indexed
  4072. The influence of highly automated driving on the self-perception of drivers in the context of Conduct-by-Wire ↗ · 2014 · Kauer, Michaela et al. · indexed
  4073. Why do drivers maintain short headways in fog? A driving-simulator study evaluating feeling of risk and lateral control during automated and manual car following ↗ · 2012 · Saffarian, M. et al. · indexed
  4074. The contribution of perceived parental and familial characteristics to attitudes toward accompanied driving among young drivers ↗ · 2011 · Taubman - Ben-Ari, Orit · indexed
  4075. A Proposed Methodology for the Theory-Based Prediction of Mental Workload with a Cognitive Architecture ↗ · 2010 · Jo, Seongsik et al. · indexed
  4076. Decision making and the avoidance of cognitive demand. ↗ · 2010 · Kool, Wouter et al. · indexed
  4077. Using Computational Cognitive Modeling to Diagnose Possible Sources of Aviation Error · 2005 · Byrne, Michael D. et al. · archived
  4078. Task effects on fatigue symptoms in overnight driving ↗ · 1999 · SUMMALA, HEIKKI et al. · indexed
  4079. Study of psychological aspects of the safety culture of motorcyclists' behaviors in Indonesia's urban road traffic: Construction of road users' belief systems ↗ · 2025 · Andrijanto et al. · indexed
  4080. Assessing truck driver fatigue perceptions: Insights from a South African road freight context ↗ · 2025 · Mouton, Andries et al. · indexed
  4081. Driving Attention State Detection Based on GRU-EEGNet ↗ · 2024 · Wu, Xiaoli et al. · indexed
  4082. A Pilot Study of Sleep, Work Practices, Visual Processing Speed, and 5-Year Motor Vehicle Crash Risk Among Truck Drivers. ↗ · 2017 · Heaton, K et al. · indexed
  4083. Stochastic Mixture Modeling of Driving Behavior During Car Following · 2013 · Angkititrakul, Pongtep et al. · archived
  4084. The Long Road Home: Driving Performance and Ocular Measurements of Drowsiness Following Night Shift-Work · 2013 · Horrey, William J. et al. · archived
  4085. A kind of cognitive driver assistance system with adaptive authority adjusting ↗ · 2009 · Xiaoming Zhang et al. · indexed
  4086. The Effect of Driver Eye Height on Speed Choice, Lane-Keeping, and Car-Following Behavior: Results of Two Driving Simulator Studies ↗ · 2006 · Rudin-Brown, Christina M. · indexed
  4087. Revealing How Much Drivers Understand about Vehicle Pollutants: Towards Development of Information Campaigns · 2024 · Batool, Zahara et al. · archived
  4088. An Integrated Model for User State Detection of Subjective Discomfort in Autonomous Vehicles ↗ · 2021 · Niermann, Dario et al. · indexed
  4089. Towards a vision-based system exploring 3D driver posture dynamics for driver assistance: Issues and possibilities ↗ · 2010 · Tran, Cuong et al. · indexed
  4090. Attention and Driving ↗ · 1993 · Parasuraman, Raja et al. · indexed
  4091. Assessment of pilot performance and mental workload in rotary wing aircraft ↗ · 1993 · SIREVAAG, ERIK J. et al. · indexed
  4092. Advanced Ensemble Deep Random Vector Functional Link for Eye-Tracking-based Situation Awareness Recognition ↗ · 2022 · Li, Ruilin et al. · indexed
  4093. Lightweight Driver Monitoring System Based on Multi-Task Mobilenets ↗ · 2019 · Kim, Whui et al. · indexed
  4094. Distraction Becomes Engagement in Automated Driving ↗ · 2015 · Miller, David et al. · indexed
  4095. Clarity of View: An AHP Multi-Factor Evaluation Framework for Driver Awareness Systems in Heavy Vehicles ↗ · 2015 · Kivett, Dee et al. · indexed
  4096. A Vehicle-following Model Based on Drivers Different Sensitive to Vehicle Speed and Vehicle's Spacing ↗ · 2009 · Wu, Yihu et al. · indexed
  4097. Selective attention improves under stress: Implications for theories of social cognition. ↗ · 2003 · Chajut, Eran et al. · indexed
  4098. The Effect of Perceived Control on Risk Taking<sup>1</sup> ↗ · 1999 · Horswill, Mark S. et al. · indexed
  4099. Beyond the hype: A critical look at the motivations driving automated driving systems research ↗ · 2024 · Almlöf, Erik · indexed
  4100. Assessment of the state of the driver subsystem in the road transport environment ↗ · 2024 · E.V., Golovina N.A. Kurakina · indexed
  4101. All You Need is Data: A Multimodal Approach in Understanding Driver Behavior ↗ · 2024 · Kwakye, Kelvin et al. · indexed
  4102. Ergonomic design and implementation of a wakefulness control device for a railway train driver ↗ · 2021 · Mikhailova, Natalia A. et al. · indexed
  4103. The circadian effect on psychophysiological driver state monitoring ↗ · 2020 · Kaduk, Sylwia I. et al. · indexed
  4104. Redefining Question for Curve-Driving Practice Using Augmented Reality and Driving Models ↗ · 2019 · YAMAMOTO, Sho et al. · indexed
  4105. Hand on the Wheel, Mind on the Mobile: An Analysis of Social Factors Contributing to Texting While Driving ↗ · 2015 · Seiler, Steven J. · indexed
  4106. An EEG-based mental workload estimator trained on working memory task can work well under simulated multi-attribute task · 2014 · Ke, Yufeng et al. · archived
  4107. Study on the Psychological Acceptance of Level 3 Autonomous Driving ↗ · 2024 · Li, Yilian et al. · indexed
  4108. Safety assessment for autonomous vehicles: A reference driver model for highway merging scenarios ↗ · 2024 · Wang, Cheng et al. · indexed
  4109. Minimal Risk Maneuvers of Automated Vehicles: Effects of a Contact Analog Head-Up Display Supporting Driver Decisions and Actions in Transition Phases ↗ · 2023 · Karakaya, Burak et al. · indexed
  4110. Attention and action preparation during lane change maneuvers: The role of irrelevant information ↗ · 2022 · Rajendra Sharma, Nikita et al. · indexed
  4111. Automated Driving from Human Factors Perspective ↗ · 2017 · INAGAKI, Toshiyuki · indexed
  4112. Overcoming Barriers in Unhealthy Settings ↗ · 2016 · Lemke, Michael Kenneth et al. · indexed
  4113. Human and algorithmic visual attention in driving tasks ↗ · 2026 · Zheng, Chen et al. · indexed
  4114. How Can I Trust You? The Effect of Risk and Automation Failures on Trust and Reliance Behavior ↗ · 2025 · Ebinger, Nikolai et al. · indexed
  4115. Investigating Cognitive Engagement from Training to Application Under Varied Workload Manipulations in Virtual Reality · 2025 · Spencer, Cara et al. · archived
  4116. Latent Hazard Notification for Highly Automated Driving: Expected Safety Benefits and Driver Behavioral Adaptation ↗ · 2023 · Li, Qingkun et al. · indexed
  4117. An Integrated Approach of Best-Worst Method (BWM) and Triangular Fuzzy Sets for Evaluating Driver Behavior Factors Related to Road Safety ↗ · 2020 · Moslem, Sarbast et al. · indexed
  4118. Selecting Workload and Stress Measures for Performance Prediction ↗ · 2017 · Teo, G. et al. · indexed
  4119. Evaluation of Training Interventions to Mitigate Effects of Fatigue and Sleepiness on Driving Performance ↗ · 2016 · Hamid, Malek et al. · indexed
  4120. A simulator evaluation of effects of assistive technologies on driver cognitive load at railway-level crossings ↗ · 2016 · Larue, Grégoire S. et al. · indexed
  4121. Performance and its measurement. · 1984 · De, Broadbent · archived
  4122. The ability of young, middle-aged and older drivers to inhibit visual and auditory distraction in a driving simulator task ↗ · 2020 · Karthaus, Melanie et al. · indexed
  4123. Risk of automated driving: Implications on safety acceptability and productivity ↗ · 2019 · Dixit, Vinayak et al. · indexed
  4124. Adaptation and Personalization in Driver Assistance Systems ↗ · 2019 · Ponomarev, Andrew et al. · indexed
  4125. Effects of the Interaction Between Time-on-Task and Task Load on Response Lapses ↗ · 2024 · Li, Jingqiang et al. · indexed
  4126. Racing Driver Modeling Based on Driving Behavior ↗ · 2021 · Wang, Jinzhen et al. · indexed
  4127. Monitoring Driver Fatigue Via Driving Performance ↗ · 2020 · Fairclough, Stephen · indexed
  4128. Innovative model for situation awareness in dynamic defense systems ↗ · 2018 · Endsley, Mica R. · indexed
  4129. Subliminal Visual Information to Enhance Driver Awareness and Induce Behavior Change ↗ · 2014 · Riener, Andreas et al. · indexed
  4130. The Passenger Effect: Risky Driving is a Function of the Driver‐Passenger Emotional Relationship ↗ · 2013 · Megías, Alberto et al. · indexed
  4131. Assessing error recognition in automated driving ↗ · 2011 · Spiessl, W. et al. · indexed
  4132. Manipulating Drive Characteristics to Study the Effects of Mental Load on Older and Younger Drivers ↗ · 2009 · Trick, Lana M et al. · indexed
  4133. Understanding Performance Under Pressure: Cognitive Load and Cognitive Systems in Dynamic Service Environments ↗ · 2026 · Li, Philip · indexed
  4134. Cognitive load, affect, and regulatory strategies: a more integrated model · 2026 · Brockbank, Rebecca B. et al. · archived
  4135. Divided Attention, Divided Self: Race and Dual-mind Theories in the History of Experimental Psychology ↗ · 2021 · Valasek, C. J. · indexed
  4136. Functional near-infrared spectroscopy in the evaluation of urban rail transit drivers’ mental workload under simulated driving conditions ↗ · 2019 · Li, Lan-peng et al. · indexed
  4137. Retracted: Analysis of Driving Workload in Mountain City Tunnel Portal Based on Naturally Driving Test ↗ · 2018 · Luo, Jie et al. · indexed
  4138. Learning to make errors: evidence from a driving task simulation ↗ · 1990 · FULLER, RAY · indexed
  4139. Recognising and explaining mental workload using low-interference method by fusing speech, ECG and eye tracking signals during simulated flight ↗ · 2025 · Xu, Haixin et al. · indexed
  4140. A New Protocol to Study Mind-Wandering for Air Traffic Controllers · 2023 · Servais, Anaïs et al. · archived
  4141. A cluster randomised controlled trial (cRCT) evaluation of a pre-driver education intervention using the Theory of Planned Behaviour ↗ · 2023 · Box, Elizabeth et al. · indexed
  4142. Review on Haptic Assistive Driving Systems Based on Drivers’ Steering-Wheel Operating Behaviour ↗ · 2022 · Noubissie Tientcheu, Simplice Igor et al. · indexed
  4143. Questionnaire Design and Test of Its Reliability and Validity for Distracted Driving Behavior ↗ · 2019 · Yang, Shuo et al. · indexed
  4144. Situation awareness and attention allocation measures for quantifying telepresence experiences in teleoperation ↗ · 2003 · Riley, Jennifer M. et al. · indexed
  4145. Pilot Maneuver Choice and Workload in Free Flight ↗ · 2002 · Wickens, C. D. · indexed
  4146. Human Performance Models and Rear-End Collision Avoidance Algorithms ↗ · 2001 · Brown, Timothy L. et al. · indexed
  4147. Driver selection and training for human service agencies · 1983 · NHTSA · archived
  4148. Performance Sharing in an Audio-Visual Vigilance Task ↗ · 1965 · Mcgrath, James J. · indexed
  4149. Driver attention in urban intersections when crossing paths with cyclists · 2025 · Ahlström, Christer et al. · archived
  4150. Implementation of a psychomotor vigilance test to investigate the effects of driving fatigue on oil and gas truck drivers’ performance ↗ · 2023 · Al-Mekhlafi, Al-Baraa Abdulrahman et al. · indexed
  4151. Executive Function Brain Network Activation Predicts Driving Hazard Detection in ADHD ↗ · 2021 · Bednarz, Haley M. et al. · indexed
  4152. Assessment of mental workload based on multi-physiological signals · 2020 · Fan, Xiaoli et al. · archived
  4153. Methodological issues in driver fatigue research ↗ · 2019 · Brown, I D · indexed
  4154. Visuomotor control, eye movements, and steering: A unified approach for incorporating feedback, feedforward, and internal models. ↗ · 2018 · Lappi, Otto et al. · indexed
  4155. Sustained sensorimotor control as intermittent decisions about prediction errors: computational framework and application to ground vehicle steering ↗ · 2018 · Markkula, Gustav et al. · indexed
  4156. Behavioural accident avoidance science: understanding response in collision incipient conditions ↗ · 2003 · HANCOCK, PA et al. · indexed
  4157. Driver distraction: A review of the literature ↗ · 2003 · Young, Kristie L. et al. · indexed
  4158. Level of automation effects on performance, situation awareness and workload in a dynamic control task ↗ · 1999 · Endsley, Mica R. et al. · indexed
  4159. Visual attention for behavioral cloning in autonomous driving ↗ · 2019 · Mohandoss, Tharun et al. · indexed
  4160. The association between sensation seeking and driving outcomes: A systematic review and meta-analysis ↗ · 2019 · Zhang, Xiaoyan et al. · indexed
  4161. Comparisons of Predictive Power for Traffic Accident Involvement; Celeration Behaviour versus Age, Sex, Ethnic Origin, and Experience ↗ · 2018 · Wåhlberg, Anders Af · indexed
  4162. The Low-Event Task Subjective Situation Awareness (LETSSA) technique: Development and evaluation of a new subjective measure of situation awareness ↗ · 2018 · Rose, Janette et al. · indexed
  4163. Failures Due to Interruptions or Distractions: A Review and a New Framework ↗ · 2017 · Couffe, Cyril et al. · indexed
  4164. The influence of anger, impulsivity, sensation seeking and driver attitudes on risky driving behaviour among post-graduate university students in Durban, South Africa ↗ · 2013 · Bachoo, Shaneel et al. · indexed
  4165. Sleepiness/fatigue and distraction/inattention as factors for fatal versus nonfatal commercial motor vehicle driver injuries ↗ · 2005 · Bunn, T.L. et al. · indexed
  4166. Influence of Seasonal and Chronobiological Factors on Driver Behavior and Traffic Accident Risk: A Scoping Review · 2026 · Assis, Eber Pinheiro et al. · archived
  4167. Situation Awareness for Driver-Centric Driving Style Adaptation ↗ · 2025 · Haselberger, Johann et al. · indexed
  4168. Young drivers who continue to drive while sleepy: What are the associated sleep‐ and driving‐related factors? ↗ · 2019 · Watling, Christopher N. · indexed
  4169. The restless mind. ↗ · 2006 · Smallwood, Jonathan et al. · indexed
  4170. Predicting Situation Awareness From Physiological Signals ↗ · 2026 · Smith, Kieran J. et al. · indexed
  4171. Beyond process model complexity: a multi-granular investigation across time and space based on eye-tracking · 2026 · Sorg, Thierry et al. · archived
  4172. How did COVID-19 impact driving behaviors and crash Severity? A multigroup structural equation modeling ↗ · 2022 · Dong, Xiaomeng et al. · indexed
  4173. Cognitive effects of prolonged continuous human-machine interaction: The case for mental state-based adaptive interfaces · 2022 · Hinss, Marcel F. et al. · archived
  4174. Multimodal Polynomial Fusion for Detecting Driver Distraction ↗ · 2018 · Du, Yulun et al. · indexed
  4175. Psychophysiological responses to short-term cooling during a simulated monotonous driving task ↗ · 2017 · Schmidt, Elisabeth et al. · indexed
  4176. A Computational Model of Unintentional Mind Wandering in Focused Attention Meditation ↗ · 2022 · Christian, Isaac et al. · indexed
  4177. 5201 Socially Acceptable Forward Vehicle Collision Avoidance with Adaptive Autonomy via Non-intrusive Driver-monitoring : Overview and Findings ↗ · 2008 · ITOH, Makoto · indexed
  4178. Hazard Perception Skill and Driver Behavior in Patients With Functional Neurologic Disorders ↗ · 2023 · Lagrand, Tjerk J. et al. · indexed
  4179. Driver Alertness and Awareness Monitoring System ↗ · 2023 · Raja, Vedanth et al. · indexed
  4180. Alcohol increases inattentional blindness when cognitive resources are not consumed by ongoing task demands ↗ · 2017 · Harvey, Alistair J. et al. · indexed
  4181. Working Memory: Theories, Models, and Controversies · 2011 · Baddeley, Alan · archived
  4182. Information data flow in awake multi-sensor driver monitoring system ↗ · 2004 · Polychronopoulos, A. et al. · indexed
  4183. Driver distraction: A review of the literature ↗ · 2003 · Young, Kristie L. et al. · indexed
  4184. Feeling sleepy? stop driving—awareness of fall asleep crashes · 2023 · Anderson, Clare et al. · archived
  4185. A Nomothetic Span Approach to the Construct Validation of Sustained Attention Consistency: Re-Analyzing Two Latent-Variable Studies of Performance Variability and Mind-Wandering Self-Reports ↗ · 2023 · Welhaf, Matthew S. et al. · indexed
  4186. Interactive Effect of Circadian Rhythm and Time on Task on Driver Fatigue Level ↗ · 2018 · Wang, Zhe et al. · indexed
  4187. The Status of the Strategic Task Overload Model (STOM) for Predicting Multi-Task Management ↗ · 2017 · Wickens, Christopher D. et al. · indexed
  4188. The effects of speech production and speech comprehension on simulated driving performance ↗ · 2005 · Kubose, Tate T. et al. · indexed
  4189. Comparing Pilots' Taxi Performance, Situation Awareness and Workload Using Command-Guidance, Situation-Guidance and Hybrid Head-Up Display Symbologies ↗ · 2002 · Wilson, John R. et al. · indexed
  4190. Memory Load and Event Rate Control Sensitivity Decrements in Sustained Attention ↗ · 1979 · Parasuraman, Raja · indexed
  4191. Visual and steering behaviours during lane departures: a longitudinal study of interactions between lane departure warning system, driving task and driving experience ↗ · 2023 · Navarro, Jordan et al. · indexed
  4192. A Shannon entropy graph-based model to evaluate the operator mental workload involved in procedure-guided tasks ↗ · 2020 · Lucchese, A. et al. · indexed
  4193. Demonstrating brain-level interactions between working memory load and driving demand level using fNIRS ↗ · 2018 · Rieger, Jochem et al. · indexed
  4194. Attentional resources in social anxiety and the effects of perceptual load ↗ · 2010 · Moriya, Jun et al. · indexed
  4195. Effects of moderate heat stress on driver vigilance in a moving vehicle ↗ · 1996 · WYON, DAVID P. et al. · indexed
  4196. Hysteresis effect of comprehensive driving risk in highway tunnel-group: A naturalistic field test study ↗ · 2026 · Meng, Yunwei et al. · indexed
  4197. Anti-distraction learning: focused attention, task engagement, and flow under cognitive interference · 2026 · Yang, Shengying et al. · archived
  4198. Load-Dependent Relationship Between Lateral Prefrontal Cortex Activity and Pupil Diameter in the Context of Driving ↗ · 2025 · Akimoto, Yoritaka et al. · indexed
  4199. Exploring the Visual Attention Mechanism of Long-Distance Driving in an Underground Construction Cavern: Eye-Tracking and Simulated Driving ↗ · 2023 · Zeng, Qin et al. · indexed
  4200. Inter-Individual Differences in Executive Functions Predict Multitasking Performance – Implications for the Central Attentional Bottleneck · 2022 · Szameitat, André J. et al. · archived
  4201. XGBoost-DNN Mixed Model for Predicting Driver’s Estimation on the Relative Motion States during Lane-Changing Decisions: A Real Driving Study on the Highway ↗ · 2022 · Zhao, Chen et al. · indexed
  4202. A novel driving assessment combining hazard perception, hazard prediction and theory questions ↗ · 2021 · Crundall, David et al. · indexed
  4203. Applying the Keystroke Level Model in a Driving Context ↗ · 2020 · Pettitt, Michael et al. · indexed
  4204. Does automated driving affect time-to-collision judgments? ↗ · 2018 · Lodinger, Natalie R. et al. · indexed
  4205. Simulated driving performance under alcohol: Effects on driver-risk versus driver-skill ↗ · 2015 · Laude, Jennifer R. et al. · indexed
  4206. Cooperative Adaptive Cruise Control: Human Factors Analysis · 2013 · Jones, Stephen · archived
  4207. Vulnerable road user groups: a review of younger drivers, motorcyclists and older drivers · 2012 · Freeman, James et al. · archived
  4208. Looking-In and Looking-Out of a Vehicle: Computer-Vision-Based Enhanced Vehicle Safety ↗ · 2007 · Trivedi, Mohan Manubhai et al. · indexed
  4209. Measuring Divided-Attention Capability of Young and Older Drivers ↗ · 2001 · Mourant, Ronald R. et al. · indexed
  4210. Visual Cues for Vehicle Control ↗ · 1993 · Kaiser, Mary K. et al. · indexed
  4211. The effect of age on driving performance in Iran using driving simulator ↗ · 2020 · Azadi, NammamAli et al. · indexed
  4212. UAV Operator mental workload - A neurophysiological comparison of mental workload and vigilance ↗ · 2017 · Richards, Dale et al. · indexed
  4213. The Truck Driver Experience: Identifying Psychological Stressors from the Voice of the Driver ↗ · 2017 · Williams, Donnie F. et al. · indexed
  4214. Predicting Air Traffic Controller Workload ↗ · 2016 · Corver, Sifra Christina et al. · indexed
  4215. Experienced drivers are quicker to achieve situation awareness than inexperienced drivers in situations of transfer of control within a Level 3 autonomous environment ↗ · 2016 · Wright, Timothy J. et al. · indexed
  4216. Driver Workload Mutations Induced Road Analysis of Traffic Accidents in the Rural-Urban Continuum ↗ · 2011 · Li, Yan et al. · indexed
  4217. Development, psychometric evaluation, and application of an eco-driving questionnaire based on the Health Belief Model ↗ · 2026 · Mokhtari, Mohammadreza et al. · indexed
  4218. A Lightweight and Efficient Distracted Driver Detection Model Fusing Convolutional Neural Network and Vision Transformer ↗ · 2024 · Li, Zhao et al. · indexed
  4219. Automation's Not Perfect But Neither Are We: Unveiling Illusionary Control And Automation Bias In Automated Driving ↗ · 2023 · Manger, Carina et al. · indexed
  4220. The utility of cognitive testing to predict real world commercial driving risk ↗ · 2023 · Scott, Daniel et al. · indexed
  4221. Traffic safety culture of drivers in Canada: Implications for new traffic law implementation to enhance traffic safety ↗ · 2022 · Mishra, Sushreeta et al. · indexed
  4222. ‘Just Drive’: An Employee-Based Intervention to Reduce Distracted Driving ↗ · 2019 · Hill, Linda et al. · indexed
  4223. Adaptive Automation for Human Supervision of Multiple Uninhabited Vehicles: Effects on Change Detection, Situation Awareness, and Mental Workload ↗ · 2009 · Parasuraman, Raja et al. · indexed
  4224. The Influence of Lead Vehicle Behavior and Vehicle Rates of Closure on a Driver's Braking Behavior ↗ · 2007 · Kelling, Nicholas et al. · indexed
  4225. An instrumented vehicle assessment of problem behavior and driving style: ↗ · 2002 · Boyce, Thomas et al. · indexed
  4226. Vision and Driving in the Elderly ↗ · 1994 · OWSLEY, CYNTHIA · indexed
  4227. Merging in a Coupled Driving Simulator: How do drivers resolve conflicts? · 2023 · Abbink, David A. · archived
  4228. Application of Cognitive Performance Modeling for Usability Evaluation of Emergency Medical Services In-Vehicle Technology ↗ · 2020 · Park, Junho et al. · indexed
  4229. The effects of passive mobile phone interaction on situation awareness and driving performance ↗ · 2019 · Van Dam, Jared et al. · indexed
  4230. Conditions of Work that Impact the Health Behaviors of Long-Haul Truck Drivers. ↗ · 2025 · Aryal, A et al. · indexed
  4231. The Effects of Control Takeover Request Modality of Automated Vehicle and Road Type on Driver’s Takeover Time and Mental Workload ↗ · 2023 · Yun, Nam-Kyung et al. · indexed
  4232. Influence of Increasing Task Complexity and Use of Informational Assistance Systems on Mental Workload ↗ · 2021 · Bläsing, Dominic et al. · indexed
  4233. On the Improvement of Eye Tracking-Based Cognitive Workload Estimation Using Aggregation Functions ↗ · 2021 · Kaczorowska, Monika et al. · indexed
  4234. Incorporating systems thinking approach in a multilevel framework for human-centered crash analysis ↗ · 2019 · Adanu, Emmanuel Kofi et al. · indexed
  4235. Factors contributing to intercity commercial bus drivers' crash involvement risk ↗ · 2018 · Besharati, Mohammad Mehdi et al. · indexed
  4236. DRIVER SLEEPINESS AND RISK OF MOTOR VEHICLE CRASH INJURIES: A POPULATION-BASED CASE CONTROL STUDY IN FIJI ↗ · 2012 · Herman, J et al. · indexed
  4237. The Effects of Speech Production and Speech Comprehension on Simulated Driving Performance ↗ · 2005 · Kubose, Tate T et al. · indexed
  4238. Subjective and predicted sleepiness while driving in young adults ↗ · 2005 · Smith, Simon et al. · indexed
  4239. Changing Drivers' Intentions and Behaviours Using Fear-Based Driver Fatigue Advertisements ↗ · 2002 · Tay, Richard et al. · indexed
  4240. Meta-Analysis of Crash Risk Factors Among Older Drivers: Application to a Model Program of Driver Screening ↗ · 2001 · Ball, Karlene et al. · indexed
  4241. HOG-LMPCA: A Lightweight Model for Driver Distraction Detection ↗ · 2025 · Bankar, Shweta et al. · indexed
  4242. Reducing Warning Errors in Driver Support with Personalized Risk Maps ↗ · 2024 · Puphal, Tim et al. · indexed
  4243. Exploring Individual Differences in Consumer Understanding of Partially Automated Driving Systems Before and After Exposure ↗ · 2023 · McDonough, Jessica et al. · indexed
  4244. A Unified On-Demand Driving Behavior Model Based on Automated Machine Learning (AutoML) ↗ · 2023 · Li, Jiaxin et al. · indexed
  4245. Penggunaan Pendekatan Cardiovascular Load (CVL) dan Subjective Workload Assessment Technique (SWAT) Dalam Menganalisis Beban Kerja Driver Online · 2023 · Semnasti, Akmal Suryadi et al. · archived
  4246. Driver Attention Detection Based on Improved YOLOv5 ↗ · 2023 · Wang, Zhongzhou et al. · indexed
  4247. Extended-Range Prediction Model Using NSGA-III Optimized RNN-GRU-LSTM for Driver Stress and Drowsiness ↗ · 2021 · Chui, Kwok Tai et al. · indexed
  4248. Identifying and remedying failures of hazard anticipation in novice drivers ↗ · 2021 · Yamani, Yusuke et al. · indexed
  4249. Safe driving communication: A regulatory focus perspective ↗ · 2017 · Craciun, Georgiana et al. · indexed
  4250. Trust Impacts Driver Glance Strategy in Multitasking ↗ · 2017 · Sawyer, Ben D. et al. · indexed
  4251. Effect of police mobile computer terminal interface design on officer driving distraction ↗ · 2017 · Zahabi, Maryam et al. · indexed
  4252. Age and gender differences in risky driving: The roles of positive affect and risk perception ↗ · 2011 · Rhodes, Nancy et al. · indexed
  4253. Development of driver model for vehicle control during a straight line motion ↗ · 2007 · Demic, Miroslav · indexed
  4254. Relationship between Road Safety Guarantee Level and Driver Safety Perception ↗ · 2007 · Li, Shu-qing et al. · indexed
  4255. Hazard Anticipation of Novice and Experienced Drivers ↗ · 2007 · Garay-Vega, Lisandra et al. · indexed
  4256. Hemodynamic Responses during Simulated Automobile Driving in a Monotonous Situation ↗ · 2006 · Yamakoshi, T. et al. · indexed
  4257. Guidance on Messaging to Avoid Psychological Reactance and Address Moral Disengagement · 2021 · Otto, Jay et al. · archived
  4258. Modeling driver's longitudinal and lateral control behavior: A moving horizon control modeling scheme ↗ · 2018 · Qu, Ting et al. · indexed
  4259. Simulation-Based Evaluation of Adaptive Automation Revoking Strategies on Cognitive Workload and Situation Awareness ↗ · 2017 · Rusnock, Christina F. et al. · indexed
  4260. Drowsy Driving and Automobile Crashes: Report and Recommendations. · 2013 · NHTSA · archived
  4261. Understanding changes in mental workload during execution of goal-directed tasks and its application for interruption management ↗ · 2008 · Bailey, Brian P. et al. · indexed
  4262. Assessing the Effectiveness of Interactive Media in Improving Drowsy Driver Safety ↗ · 2008 · Takayama, Leila et al. · indexed
  4263. Identification of a Longitudinal Human Driving Model for Adaptive Cruise Control Performance Assessment ↗ · 2002 · Lee, Kangwon et al. · indexed
  4264. LABORATORY ASSESSMENT OF DRIVER ROUTE DIVERSION IN RESPONSE TO IN-VEHICLE NAVIGATION AND MOTORIST INFORMATION SYSTEMS ↗ · 1991 · Allen, R. Wade et al. · indexed
  4265. Predicting Driver's mental workload using physiological signals: A functional data analysis approach ↗ · 2024 · Lee, Chaeyoung et al. · indexed
  4266. Vehicle Lane Change Models—A Historical Review ↗ · 2023 · Liu, Xinchao et al. · indexed
  4267. What can we learn from Automated Vehicle collisions? A deductive thematic analysis of five Automated Vehicle collisions ↗ · 2021 · Merriman, Siobhan E. et al. · indexed
  4268. When does the driver feel ready to drive again after automated driving? – A qualitative approach ↗ · 2021 · Scatturin, Lara et al. · indexed
  4269. Comparison of the total workload of local public transportation drivers with a new approach according to physical and mental workload criteria · 2020 · Adar, Tuba et al. · archived
  4270. Vehicle ownership and other predictors of teenagers risky driving behavior: Evidence from a naturalistic driving study ↗ · 2018 · Gershon, Pnina et al. · indexed
  4271. Towards Designing Affect-Aware Systems for Mitigating the Effects of In-Vehicle Frustration ↗ · 2017 · Löcken, Andreas et al. · indexed
  4272. Fatigue in Younger and Older Drivers: Effectiveness of an Alertness-Maintaining Task ↗ · 2017 · Song, Woojin et al. · indexed
  4273. Driver and pedestrian awareness-based collision risk analysis ↗ · 2016 · Roth, Markus et al. · indexed
  4274. What does germane load mean? An empirical contribution to the cognitive load theory ↗ · 2014 · Debue, Nicolas et al. · indexed
  4275. Brain activation during fast driving in a driving simulator: the role of the lateral prefrontal cortex ↗ · 2008 · Jäncke, Lutz et al. · indexed
  4276. The Measurement of Attention Capacity through Concurrent Task Performance with Individual Difficulty Levels and Shifting Priorities ↗ · 1974 · Gopher, Daniel et al. · indexed
  4277. Evaluation of Driver Stress Load in Freeway Tunnel Based on LightGBM and SHAP Methods ↗ · 2024 · Ge, Hongcheng et al. · indexed
  4278. Bridging the gap between self-report and behavioral laboratory measures: A real-time driving task with inverse reinforcement learning ↗ · 2023 · Lee, Sang Ho et al. · indexed
  4279. Safety in numbers: Target prevalence affects the detection of vehicles during simulated driving · 2014 · Beanland, Vanessa et al. · archived
  4280. Stressful Work, Psychological Job Strain, and Turnover: A 2-Year Prospective Cohort Study of Truck Drivers. ↗ · 2004 · de Croon, E. M. et al. · indexed
  4281. Attitudes towards traffic safety, driving behaviour and accident involvement among the Norwegian public ↗ · 2004 · Iversen, Hilde Hestad et al. · indexed
  4282. Spectral Analysis of Heart Rate Variability as a Quantitative Indicator of Driver Mental Fatigue ↗ · 2002 · Li, Zengyong et al. · indexed
  4283. An investigation of the relationship between demographic variables, driving behaviour and crash involvement risk of bus drivers: a case study from Iran ↗ · 2021 · Kashani, Ali Tavakoli et al. · indexed
  4284. The relative efficacy of positively and negatively valenced road safety campaign messages in improving dangerous driving attitudes · 2020 · Morrison, Ben W. et al. · archived
  4285. The ‘Saw but Forgot’ error: A role for short-term memory failures in understanding junction crashes? · 2019 · Robbins, Chloe J. et al. · archived
  4286. Quantifying drivers’ comfort-zone and dread-zone boundaries in left turn across path/opposite direction (LTAP/OD) scenarios ↗ · 2015 · Bärgman, Jonas et al. · indexed
  4287. Driver Distraction ↗ · 2008 · Regan, Michael et al. · indexed
  4288. Driving performance during concurrent cell-phone use: are drivers aware of their performance decrements? ↗ · 2003 · Lesch, Mary F. et al. · indexed
  4289. Evaluation of Driver Assistance Systems—A Human Centered Approach ↗ · 2002 · Peng, Huei · indexed
  4290. Commentary on "Workload and Reliability of Predictor Displays in Aircraft Traffic Avoidance" ↗ · 2000 · Byrne, Evan A. · indexed
  4291. Neural, physiological, and behavioral correlates of visuomotor cognitive load · 2017 · Hosseini, S. M. Hadi et al. · archived
  4292. WeD-4-2 A STUDY ON ATTENTION CONTROL OF AMBIENT VISUAL MARK FOR DRIVER ASSISTANT SYSTEMS ↗ · 2015 · TAKAHASHI, Hiroshi et al. · indexed
  4293. Study on driver fatigue and loosing alertness based on machine vision ↗ · 2010 · Zhang Ming-heng et al. · indexed
  4294. Investigating driving behavior characteristics on freeway curves under accumulated sand environments: evidence from a driving simulator study ↗ · 2026 · Zhang, Junjie et al. · indexed
  4295. Propensity to intentional and unintentional mind-wandering differ in arousal and executive vigilance tasks ↗ · 2021 · Martínez-Pérez, Víctor et al. · indexed
  4296. The Impact of Higher Levels of Automation on Performance and Situation Awareness ↗ · 2016 · Jipp, Meike et al. · indexed
  4297. Effects of Mental Footnotes on the Trajectory Movement in a Driving Simulation Task ↗ · 2014 · Vilchez, J. L. · indexed
  4298. Human Performance Consequences of Stages and Levels of Automation · 2013 · Onnasch, Linda et al. · archived
  4299. Merging into heavy motorway traffic by young and elderly drivers ↗ · 2009 · de Waard, Dick et al. · indexed
  4300. Selective searching while driving: the role of experience in hazard detection and general surveillance ↗ · 2002 · Underwood, Geoffrey et al. · indexed
  4301. Aberrant driving behaviour: errors and violations ↗ · 1995 · Blockey, Paul et al. · indexed
  4302. Spectral Analysis of Sinus Arrhythmia: A Measure of Mental Effort ↗ · 1987 · Vicente, Kim J. et al. · indexed
  4303. Modifying Risk Perception Through Emotion: An Experimental Study Using a Fear Appeal Video Intervention in a Driving Context ↗ · 2026 · Ramos-Moreno, María Ángeles et al. · indexed
  4304. Sleepiness Estimation Method of Driver Considering Stay-Awake Effort ↗ · 2019 · Mizusako, Motoki et al. · indexed
  4305. Mitigation of Conflicts with Automation ↗ · 2011 · Dehais, Frédéric et al. · indexed
  4306. Effects of prolonged truck driving on drive safety based on real road driving ↗ · 2011 · Liu, Xiang et al. · indexed
  4307. Effects of perceptual and working memory load on brain responses to task-irrelevant stimuli: Review and implications for future research ↗ · 2022 · Brockhoff, Laura et al. · indexed
  4308. More Than Just &ldquo;Stressful&rdquo;? Testing the Mediating Role of Fatigue on the Relationship Between Job Stress and Occupational Crashes of Long-Haul Truck Drivers ↗ · 2021 · Useche, SA et al. · indexed
  4309. A Computational Driver Model to Predict Driver Control at Unsignalised Intersections ↗ · 2020 · Boda, Christian-Nils et al. · indexed
  4310. Effects of Situation Awareness and Decision Making on Safety, Workload and Trust in Autonomous Vehicle Take-over Situations ↗ · 2019 · Kim, Jihyun et al. · indexed
  4311. Prevalence of Fatigue and Its Determinants among Chemical Transportation Drivers in Chonburi · 2017 · Phatrabuddha, Sujee et al. · archived
  4312. The contribution of parents’ driving behavior, family climate for road safety, and parent-targeted intervention to young male driving behavior ↗ · 2014 · Ben-Ari, Orit Taubman - et al. · indexed
  4313. Attribute selection for modelling driver's car-following behaviour in heterogeneous congested traffic conditions ↗ · 2013 · Aghabayk, Kayvan et al. · indexed
  4314. The effects of travel information presentation through nomadic systems on driver behaviour ↗ · 2009 · Brookhuis, K. A. et al. · indexed
  4315. Properties of a Microscopic Heterogeneous Multi-Anticipative Traffic Flow Model ↗ · 2007 · Hoogendoorn, Serge P. et al. · indexed
  4316. Effects of Low Speed Adaptive Cruise Control System on Driver Behavior ↗ · 2004 · MARUMO, Yoshitaka et al. · indexed
  4317. Auditory Displays: If They are so Useful, Why are they Turned Off? ↗ · 1993 · King, Robert A. et al. · indexed
  4318. The cognitive psychology of everyday life* ↗ · 1981 · Baddeley, Alan · indexed
  4319. Structural Equation Modeling to Investigate Behavioral Factors Contributing to Crash Involvement: A Systematic Review ↗ · 2025 · Jafari, Mahsa et al. · indexed
  4320. On the right track: psychosocial hazards and well-being in freight train driving ↗ · 2025 · Sharma, Nikita R. et al. · indexed
  4321. Explaining Autonomous Driving by Learning End-to-End Visual Attention ↗ · 2020 · Cultrera, Luca et al. · indexed
  4322. Effects of visual complexity of in-vehicle information display: Age-related differences in visual search task in the driving context ↗ · 2019 · Lee, Seul Chan et al. · indexed
  4323. Do mindfulness interventions improve road safety? A systematic review ↗ · 2018 · Koppel, Sjaan et al. · indexed
  4324. Interactions between Driving Skills on Aggressive Driving: Study among Chinese Drivers ↗ · 2018 · Wu, Chaozhong et al. · indexed
  4325. Driving Style Recognition Based on Driver Behavior Questionnaire ↗ · 2017 · Li, Pengfei et al. · indexed
  4326. A Secondary Assessment of the Impact of Voice Interface Turn Delays on Driver Attention and Arousal in Field Conditions ↗ · 2015 · McWilliams, Thomas et al. · indexed
  4327. Driving Fatigue in Professional Drivers: A Survey of Truck and Taxi Drivers ↗ · 2015 · Meng, Fanxing et al. · indexed
  4328. Cognitive distraction effect from non-driving related task engagement on automated vehicle occupants’ motion sickness levels ↗ · 2026 · Dam, Abhraneil et al. · indexed
  4329. Analysis of Driver Fatigue Eye Movement Characteristics Under Intelligent Supervision Environment ↗ · 2025 · Li, Xianghong · indexed
  4330. The link between dangerous driving and other criminal behaviour: a scoping review · 2022 · Bates, Lyndel et al. · archived
  4331. The Impact of Expectations about Automated and Manual Vehicles on Drivers’ Behavior: Insights from a Mixed Traffic Driving Simulator Study ↗ · 2022 · Miller, Linda et al. · indexed
  4332. All In One Network for Driver Attention Monitoring ↗ · 2020 · Yang, Dawei et al. · indexed
  4333. In-vehicle Information System Design ↗ · 2017 · McIlroy, Rich C. et al. · indexed
  4334. The on-road experiences and awareness of sleepiness in a sample of Australian highway drivers: A roadside driver sleepiness study ↗ · 2015 · Watling, Christopher N. et al. · indexed
  4335. EEG analysis for cognitive failure detection in driving using neuro-evolutionary synergism ↗ · 2014 · Saha, Anuradha et al. · indexed
  4336. Effects of Automated Conflict Cuing and Traffic Density on Air Traffic Controller Performance and Visual Attention in a Datalink Environment ↗ · 2006 · Metzger, Ulla et al. · indexed
  4337. A Systematic Literature Review of Driver Inattention Monitoring Systems for Smart Car ↗ · 2022 · Soultana, Abdelfettah et al. · indexed
  4338. The association between lifestyle and aberrant driving behavior among Iranian car drivers ↗ · 2020 · Dabirinejad, Shahab et al. · indexed
  4339. Study on Comprehensive Evaluation Method of Pilot Mental Workload ↗ · 2014 · Zhang, Huan et al. · indexed
  4340. Effects of Sensory Modality and Task Duration on Performance, Workload, and Stress in Sustained Attention ↗ · 2004 · Szalma, James L. et al. · indexed
  4341. Catboost - SHapley Additive exPlanations (SHAP) car following model: Explaining model features in mixed traffic conditions ↗ · 2026 · Cui, Tianyang et al. · indexed
  4342. THE ASSOCIATION BETWEEN MEDICAL MARIJUANA USE AND DIVIDED ATTENTION ON A SIMULATED DRIVING PERFORMANCE TASK ↗ · 2023 · Ennis, Nicole et al. · indexed
  4343. Analysis of the effect of thermal comfort on driver drowsiness progress with Predicted Mean Vote: An experiment using real highway driving conditions ↗ · 2023 · Sunagawa, Mika et al. · indexed
  4344. Conveying Uncertainties Using Peripheral Awareness Displays in the Context of Automated Driving ↗ · 2019 · Kunze, Alexander et al. · indexed
  4345. A one-boundary drift-diffusion model for time to collision estimation in a simple driving task ↗ · 2019 · Daneshi, Asieh et al. · indexed
  4346. A Random Glance at the Flight Deck: Pilots' Scanning Strategies and the Real-Time Assessment of Mental Workload ↗ · 2007 · Di Nocera, Francesco et al. · indexed
  4347. The multidimensional driving style inventory—scale construct and validation ↗ · 2003 · Orit Taubman – Ben‐Ari et al. · indexed
  4348. Impact of Local/Short-Haul Operations on Driver Fatigue: Field Study [TechBrief] · 2001 · NHTSA · archived
  4349. Annotated Literature Review Relating to Proposed Revisions to the Hours-of-Service Regulation for Commercial Motor Vehicle Drivers · 1999 · NHTSA · archived
  4350. Advanced traveler information system capabilities : human factors research needs : summary report · 1998 · NHTSA · archived
  4351. Psychophysiological responses to changes in workload during simulated air traffic control ↗ · 1996 · Brookings, Jeffrey B. et al. · indexed
  4352. Mental workload in the maritime industry: a pre-registered systematic review of influencing factors ↗ · 2026 · Staab, Verena et al. · indexed
  4353. Effects of Cognitive Load on Attentional Bias under Stress Induction · 2025 · Son, Won Hee et al. · archived
  4354. No attentional control in working memory: A systematic re-analysis of latent-variable studies ↗ · 2023 · Rey-Mermet, Alodie et al. · indexed
  4355. No attentional control in working memory: A systematic re-analysis of latent-variable studies ↗ · 2023 · Rey-Mermet, Alodie et al. · indexed
  4356. Pilot's Visual Attention Allocation When Taking Risk in Flight Simulator ↗ · 2022 · Hong, Ruiyuan et al. · indexed
  4357. Diminished distractor filtering with increased perceptual load and sustained effort explains attention deficit in post-stroke fatigue · 2022 · Kuppuswamy, Annapoorna et al. · archived
  4358. Physiological Measurements for Real-Time Fatigue Monitoring in Train Drivers: Review of the State of the Art and Reframing the Problem ↗ · 2021 · Bjegojević, Bojana et al. · indexed
  4359. What and When to Explain? A Survey of the Impact of Explanation on Attitudes Toward Adopting Automated Vehicles · 2021 · Zhang, Qiaoning et al. · archived
  4360. Traffic Flow Management Tools: Guidance for Use Integration and Training: Part-Task Experiment 1 · 2017 · NHTSA · archived
  4361. Final Reflections ↗ · 2015 · Endsley, Mica R. · indexed
  4362. Mileage, Car Ownership, Experience of Punishment Avoidance, and the Risky Driving of Young Drivers · 2011 · Bridie Scott‐Parker et al. · archived
  4363. Understanding Novice Drivers' Hazard Perception Skills ↗ · 2011 · Chen, Na et al. · indexed
  4364. A Study on Estimation of Mental State for Driver ↗ · 2002 · TODA, Yukika et al. · indexed
  4365. The effects of divided attention on information processing in manual tracking. ↗ · 1976 · Wickens, Christopher D. et al. · indexed
  4366. RMTSE: A Spatial-Channel Dual Attention Network for Driver Distraction Recognition ↗ · 2025 · He, Junyi et al. · indexed
  4367. Efficient Modality Fusion Framework for Driver Cognitive Load Classification ↗ · 2025 · Park, Sumin et al. · indexed
  4368. Retraction Notice: Distracted Driver Posture Recognition ↗ · 2022 · Shankar, V. Bhanu et al. · indexed
  4369. Effects of coherent, integrated, and context-dependent adaptable user interfaces on operators’ situation awareness, performance, and workload · 2020 · van Doorn, Ellemieke et al. · archived
  4370. Effects of Human-Centered Factors on Crash Injury Severities ↗ · 2017 · Adanu, Emmanuel Kofi et al. · indexed
  4371. Cell phone use diminishes self-awareness of the adverse effects of cell phone use on driving. · 2017 · Strayer, David L. · archived
  4372. Overestimation of Skills Affects Drivers’ Adaptation to Task Demands ↗ · 2007 · de Craen, Saskia et al. · indexed
  4373. Using the Distribution of Eye Fixations to Assess Pilots' Mental Workload ↗ · 2006 · Di Nocera, Francesco et al. · indexed
  4374. The Psychology of Attention ↗ · 1997 · Pashler, Harold · indexed
  4375. Drivers' awareness of traffic sign information ↗ · 1991 · Macdonald, Wendy A. et al. · indexed
  4376. Effect of AR-HUD Warning Information Presentation Modes on Driver Situation Awareness under Single-Hazard Scenarios ↗ · 2026 · Shen, Chang et al. · indexed
  4377. Driving self-control: A study of driving compliance behavior of the millennial generation ↗ · 2025 · Toasin, Muhammad et al. · indexed
  4378. Menu Navigation With In-Vehicle Technologies: Auditory Menu Cues Improve Dual Task Performance, Preference, and Workload ↗ · 2014 · Jeon, Myounghoon et al. · indexed
  4379. Multisensory In-Car Warning Signals for Collision Avoidance ↗ · 2007 · Ho, Cristy et al. · indexed
  4380. HMI--NEW TECHNOLOGIES AND SAFETY ASPECTS ↗ · 2000 · Haller, Rudolf · indexed
  4381. Journey's End: Will Vehicle Automation Make Skilled Drivers Redundant? ↗ · 2000 · Young, Mark S. et al. · indexed
  4382. Visual attention problems as a predictor of vehicle crashes in older drivers. ↗ · 1993 · Ball, Karlene et al. · indexed
  4383. Visual attention problems as a predictor of vehicle crashes in older drivers. ↗ · 1993 · Ball, Karlene et al. · indexed
  4384. Predicting Focused and Mind-Wandering States from EEG Signals Recorded During Driving ↗ · 2025 · Castro, Johan et al. · indexed
  4385. Influence of Surrounding Traffic and System Behaviors on Driver-Initiated Automation Disengagements in Urban Overtaking Scenarios ↗ · 2025 · Muslim, Husam et al. · indexed
  4386. Exploring the Schema of Attention and Search Strategy in Different Levels of Situation Awareness under Fall Hazard Conditions ↗ · 2024 · Luo, Yanfang et al. · indexed
  4387. Research on Pilots ’ Mental Workload Classification in Simulated Flight · 2023 · Xue, Jinna et al. · archived
  4388. Gated Driver Attention Predictor ↗ · 2023 · Zhao, Tianci et al. · indexed
  4389. Mental Workload (MWL) Measurement of Officers in Simulated Ship Navigation; Determining the Redlines of Performance ↗ · 2022 · Özsever, Barış et al. · indexed
  4390. Exploring the Peak-End Effects in Air Traffic Controllers’ Mental Workload Ratings ↗ · 2021 · Qiao, Han et al. · indexed
  4391. Mental workload measurement, the case of stock market traders ↗ · 2020 · Mourali, Héla et al. · indexed
  4392. Improving the User Acceptability of Advanced Driver Assistance Systems Based on Different Driving Styles: A Case Study of Lane Change Warning Systems ↗ · 2020 · Wang, Chang et al. · indexed
  4393. Social Influences Among Young Drivers on Talking on the Mobile Phone While Driving ↗ · 2010 · Riquelme, Hernán et al. · indexed
  4394. Are Unskilled Drivers Aware of their Deficiencies? How Driving Skills Influence the Accuracy of Driving Performance Estimates ↗ · 2009 · Kidd, David G. et al. · indexed
  4395. MODELLING INTER URBAN ROUTE CHOICE BEHAVIOUR ↗ · 1984 · Ben‐Akiva, Moshe et al. · indexed
  4396. Defining Cognitive Workload Through Individual Differences in Capacity-Resource Limitations and Cybersecurity Performance ↗ · 2024 · Cole, Kelly A. et al. · indexed
  4397. The role of attention control in complex real-world tasks ↗ · 2021 · Draheim, Christopher et al. · indexed
  4398. Risky and aggressive driving in young adults: Personality matters ↗ · 2011 · Constantinou, Elena et al. · indexed
  4399. Impact of attentional demand on visual processing during simulated driving: a MEG study ↗ · 2010 · Claude, Delpuech · indexed
  4400. Effects of naturalistic cell phone conversations on driving performance ↗ · 2004 · Rakauskas, Michael E. et al. · indexed
  4401. Distracted on duty: A theory-based exploration of influences leading to mobile phone distracted riding among food delivery workers ↗ · 2024 · Nguyen, Minh Hieu et al. · indexed
  4402. Takeover Performance and Workload under Varying Automation Levels, Time Budget and Road Curvature ↗ · 2022 · Xu, Chengliang et al. · indexed
  4403. Estimating the Likelihood of Reaching a Road Target Using Multiple Lane Changes for Driver Assistance ↗ · 2020 · Mehr, Goodarz et al. · indexed
  4404. Awareness of driving while sleepy and road traffic accidents: prospective study in GAZEL cohort ↗ · 2006 · Nabi, Hermann et al. · indexed
  4405. A randomized controlled pilot trial of brief online mindfulness training in young drivers ↗ · 2023 · Albert, Derek A. et al. · indexed
  4406. Do you really want to hurt me?: Exploring the role of Narcissism, driver comparison and ego threat in driver aggression using a conceptual definition of aggression ↗ · 2023 · Mithen, Penelope et al. · indexed
  4407. Interrelationships among predictors of automated vehicle acceptance: a structural equation modelling approach ↗ · 2020 · Nordhoff, Sina et al. · indexed
  4408. Estimation of driver mental states using autonomic indices ↗ · 2016 · Kuriyagawa, Yukiyo et al. · indexed
  4409. Electrophysiological assessment of driving pleasure and difficulty using a task-irrelevant probe technique ↗ · 2016 · Takeda, Yuji et al. · indexed
  4410. Carga mental en vigilantes de seguridad = Mental workload in security guard: diferencias por sexo y capacidad atencional = sex and attentional capability differences / ↗ · 2008 · Rubio Valdehita, Susana et al. · indexed
  4411. Impaired alertness and performance driving home from the night shift: a driving simulator study ↗ · 2005 · Åkerstedt, Torbjörn et al. · indexed
  4412. A Generic Road Traffic Simulation Model ↗ · 2002 · Hadouaj, Sameh et al. · indexed
  4413. DL-Based Somnolence Detection for Improved Driver Safety and Alertness Monitoring ↗ · 2024 · Neeraja, Peddinti. et al. · indexed
  4414. Model predictive assisting control of vehicle following task based on driver model ↗ · 2010 · Mikami, Koji et al. · indexed
  4415. Change Blindness, Attention, and Driving Performance ↗ · 2007 · Lees, Monica N et al. · indexed
  4416. Self-regulation of driving in the context of impaired visual attention: Are there gender differences? ↗ · 2007 · Okonkwo, Ozioma C. et al. · indexed
  4417. The Relationship Between Physical Activity and Commercial Truck Driver Performance: The Mediating Role of Occupational Fatigue ↗ · 2026 · Shahabi Kaseb, Mohammadreza et al. · indexed
  4418. Overloaded, underloaded or in control: How many automated vehicles can one person supervise? ↗ · 2025 · Bogg, Adam et al. · indexed
  4419. Brain Network Reorganization in Response to Multilevel Mental Workload in Simulated Flight Tasks ↗ · 2025 · Wu, Kuijun et al. · indexed
  4420. Using an Electroencephalography Brain-Computer Interface for Monitoring Mental Workload During Flight Simulation · 2021 · Fraser, Adam · archived
  4421. On Track: A Series of Research about the Effects of Increasing Railway Automation on the Train Driver ↗ · 2019 · Brandenburger, N. et al. · indexed
  4422. Driving behaviours, traffic risk and road safety: comparative study between Malaysia and Singapore ↗ · 2014 · Khan, Saif Ur Rehman et al. · indexed
  4423. A Driver Distraction Detection Method Based on Convolutional Neural Network ↗ · 2022 · Wei, Chuheng et al. · indexed
  4424. Physiological and Biochemical Measures of Mental Workload of Air Traffic Controllers: A Systematic Literature Review · 2021 · Wiediartini et al. · archived
  4425. Supporting Driver Situation Awareness for Autonomous Urban Driving with an Augmented-Reality Windshield Display ↗ · 2018 · Lindemann, Patrick et al. · indexed
  4426. A lateral driver model for vehicle–driver closed-loop simulation at the limits of handling ↗ · 2015 · Joa, Eunhyek et al. · indexed
  4427. A novel goal oriented concept for situation representation for ADAS and automated driving ↗ · 2014 · Schmidt, Max Theo et al. · indexed
  4428. Ocular Activity as a Measure of Mental and Visual Workload ↗ · 2010 · Jessee, M. Sage · indexed
  4429. The influence of distraction and driving context on driver response to imperfect collision warning systems ↗ · 2007 · Lees, M. N. et al. · indexed
  4430. The Effects of Head-Up Display Clutter and In-Vehicle Display Separation on Concurrent Driving Performance ↗ · 2003 · Wickens, C. D. et al. · indexed
  4431. Level of Automation: Integrating Humans and Automated Systems ↗ · 1997 · Endsley, Mica R. · indexed
  4432. A cross-cultural analysis of driving styles for future autonomous vehicles ↗ · 2023 · Sun, Xu et al. · indexed
  4433. Dual-task interference in simulated car driving: The psychological refractory period effect when not only the second, but also the first task is ecologically relevant ↗ · 2022 · Wechsler, Konstantin et al. · indexed
  4434. Take over Gradually in Conditional Automated Driving: The Effect of Two-stage Warning Systems on Situation Awareness, Driving Stress, Takeover Performance, and Acceptance ↗ · 2020 · Ma, Shu et al. · indexed
  4435. Social norms and cognitive performance ↗ · 2015 · Claypoole, Victoria L. et al. · indexed
  4436. Driving styles among young novice drivers—The contribution of parental driving styles and personal characteristics ↗ · 2009 · Miller, Gila et al. · indexed
  4437. Development of a longitudinal and lateral driver model for autonomous vehicle control ↗ · 2004 · Guo, Konghui et al. · indexed
  4438. Vehicle Control During Curve Driving ↗ · 1986 · Godthelp, Hans · indexed
  4439. WIP - Supporting road safety by analyzing social representations of automated vehicles ↗ · 2024 · Mouton, Oriane et al. · indexed
  4440. Where We Look When We Drive with or without Active Steering Wheel Control ↗ · 2012 · Mars, Franck et al. · indexed
  4441. Enhancing the Driver's Comprehension of ADS's System Limitations: An HMI for Providing Request-to-Intervene Trigger Information · 2023 · Matsuo, Ryuji et al. · archived
  4442. Influence of Road Geometry on Driver’s Gaze Behavior on Motorways ↗ · 2019 · Hristov, Borislav · indexed
  4443. Stress, Skilled Performance, and Expertise ↗ · 2019 · Matthews, Gerald et al. · indexed
  4444. High Working Memory Load Impairs Language Processing during a Simulated Piloting Task: An ERP and Pupillometry Study ↗ · 2016 · Causse, Mickaël et al. · indexed
  4445. Design of collision warning system based on performance-based approach that considers driver behavior ↗ · 2015 · Ji Hyun Yang et al. · indexed
  4446. Evidence and Dimensions of Commercial Driver Differential Crash Risk ↗ · 2005 · Knipling, Ronald R · indexed
  4447. Dual-task interference in simple tasks: Data and theory. · 1994 · Pashler, Harold · archived
  4448. Factors Affecting Self-Regulatory Driving Practices Among Older Adults ↗ · 2013 · Charlton, Judith L. et al. · indexed
  4449. The effect of cell phone type on drivers subjective workload during concurrent driving and conversing ↗ · 2003 · Matthews, Roland et al. · indexed
  4450. Effects of Demand Transitions on Vigilance Performance and Perceived Workload ↗ · 1995 · Moroney, Brian W. et al. · indexed
  4451. Stress and Workload Assessment in Aviation—A Narrative Review ↗ · 2023 · Masi, Giulia et al. · indexed
  4452. Using the UTAUT2 model to explain public acceptance of conditionally automated (L3) cars: A questionnaire study among 9,118 car drivers from eight European countries ↗ · 2020 · Nordhoff, Sina et al. · indexed
  4453. Research on Multi-mode Autonomous Car-following Model Based on Driving Simulator ↗ · 2019 · Guo, Weiwei et al. · indexed
  4454. MODELING ACCELERATION BEHAVIOR IN A CONNECTED ENVIRONMENT ↗ · 2015 · Talebpour, Alireza et al. · indexed
  4455. Mind-wandering, cognition, and performance: A theory-driven meta-analysis of attention regulation. ↗ · 2014 · Randall, Jason G. et al. · indexed
  4456. Vehicle Road Sign Controller System: A Man-Machine Interface to Reduce Collisions ↗ · 2007 · Beainy, Fares N. et al. · indexed
  4457. Effects of Multiple-Signal Discrimination on Vigilance Performance and Perceived Workload ↗ · 1995 · Grubb, Paula L. et al. · indexed
  4458. Toward Situation Awareness-Supportive In-Vehicle Agent Design for Collaborative Driving: Effects of Transparency and Visual Representation ↗ · 2026 · Lim, Yeonsu et al. · indexed
  4459. Driving Characteristics when Autonomous Driving Change to Driver in Low Alertness and Awake from Sleeping ↗ · 2018 · Gokan, Masato et al. · indexed
  4460. Prediction of Perceived Workload From Task Performance and Heart Rate Measures ↗ · 2013 · Splawn, Joshua M. et al. · indexed
  4461. Research on Allocation of the Driver's Attention on the Tunnel Sections of a Mountain Freeway ↗ · 2010 · He, Cao et al. · indexed
  4462. Flight Crew Task Management in Non-Normal Situations ↗ · 1996 · Schutte, Paul C. et al. · indexed
  4463. The Effect of Increased Monitoring Load on Vigilance Performance using a Simulated Radar Display ↗ · 1979 · THACKRAY, RICHARD I. et al. · indexed
  4464. Residual Attention Capsule Network for Multimodal EEG- and EOG-Based Driver Vigilance Estimation ↗ · 2023 · Pan, Jiahui et al. · indexed
  4465. Perceptions of novice driver education needs; Development of a scale based on the Goals for driver education using young driver and parent samples ↗ · 2023 · Rodwell, David et al. · indexed
  4466. Beyond gaze fixation: Modeling peripheral vision in relation to speed, Tesla Autopilot, cognitive load, and age in highway driving ↗ · 2022 · Yang, Shiyan et al. · indexed
  4467. Classification of Attentional Tunneling Through Behavioral Indices ↗ · 2019 · Kortschot, Sean W. et al. · indexed
  4468. A Mathematical Model for the Prediction of Speeding with its Validation ↗ · 2013 · Zhao, Guozhen et al. · indexed
  4469. Evaluating the Impact of Mind‐Wandering on Driller's Situation Awareness Using Wearable Eye‐Tracking Technology ↗ · 2025 · Hao, Su et al. · indexed
  4470. Transfer Learning-based Driver Distraction Detection ↗ · 2023 · Goel, Lipika et al. · indexed
  4471. Deep Learning for Real-Time Distracted Driving Detection ↗ · 2023 · Kamran, Danial · indexed
  4472. ANALYSIS OF THE IMPACT OF TASK DIFFICULTY ON THE OPERATORʾS WORKLOAD LEVEL ↗ · 2022 · Galant-Gołębiewska, Marta et al. · indexed
  4473. The ANTI-Vea task: analyzing the executive and arousal vigilance decrements while measuring the three attentional networks ↗ · 2021 · Luna, Fernando G. et al. · indexed
  4474. Driver’s Anticipation and Memory Driving Car-Following Model ↗ · 2020 · Jafaripournimchahi, Ammar et al. · indexed
  4475. The traffic climate in China: The mediating effect of traffic safety climate between personality and dangerous driving behavior ↗ · 2018 · Zhang, Qian et al. · indexed
  4476. An Eye for the Air Traffic Controller Workload ↗ · 2010 · Ahlstrom, Ulf · indexed
  4477. Error analysis and in-depth accident studies ↗ · 1990 · Malaterre, G · indexed
  4478. The Nature and Role of Attentional Resources in Controlled and Automatic Detection ↗ · 1981 · Hoffman, James E. et al. · indexed
  4479. Hybrid framework of fatigue: connecting motivational control and computational moderators to gamma oscillations ↗ · 2024 · Borghetti, Lorraine et al. · indexed
  4480. Models of Human Behavior for Human–Robot Interaction and Automated Driving: How Accurate Do the Models of Human Behavior Need to Be? ↗ · 2024 · Markkula, Gustav et al. · indexed
  4481. Research on the Management of Real-Time Driver Fatigue Detection System ↗ · 2024 · You, Miaona · indexed
  4482. Analysis of rear-end crash potential and driver contributing factors based on car-following driving simulation ↗ · 2022 · Bumrungsup, Lerdmanus et al. · indexed
  4483. Towards better microsleep predictions in fatigued drivers: exploring benefits of personality traits and IQ ↗ · 2021 · Hidalgo-Gadea, Guillermo et al. · indexed
  4484. Driver Steering Control and Full Vehicle Dynamics Study Based on a Nonlinear Three‐Directional Coupled Heavy‐Duty Vehicle Model ↗ · 2014 · Li, S. H. et al. · indexed
  4485. Sleep Deprivation and Sustained Attention Performance: Integrating Mathematical and Cognitive Modeling ↗ · 2009 · Gunzelmann, Glenn et al. · indexed
  4486. Testing the Effect of Road Traffic Signs′ Informational Value on Driver Behavior ↗ · 1992 · Fisher, James · indexed
  4487. EXPERIENCE AND EXPERTISE IN HAZARD PERCEPTION ↗ · 1991 · McKenna, Frank et al. · indexed
  4488. A framework for countermeasures design to support professional drivers’ fitness-to-drive ↗ · 2025 · FILTNESS, Ashleigh et al. · indexed
  4489. Impact of Infotainment System Complexity on Driver Situation Awareness in Manual Vehicles ↗ · 2024 · Bölükbaşı, Elif et al. · indexed
  4490. Effect of Visual and Auditory Secondary Task on Takeover Performance in Level 2 Automated Driving ↗ · 2023 · Hwang, Jiwoo et al. · indexed
  4491. Defining interactions: a conceptual framework for understanding interactive behaviour in human and automated road traffic ↗ · 2020 · Markkula, G. et al. · indexed
  4492. Aggressive Behavior and Unstable Mental States in Car Drivers ↗ · 2019 · Chetverikova, A. I. et al. · indexed
  4493. Sleepiness and driving: The experience of U.K. car drivers ↗ · 1997 · Maycock, G. · indexed
  4494. Drowsiness Detection using CNN · 2024 · Bhosale, Ashwini · archived
  4495. B - 63 Performance on Cognitive Flexibility Measures Predict the Occurrence of Adverse Driving Events among Adults ↗ · 2024 · Kelderman, Claire et al. · indexed
  4496. Design and Evaluation of Ecological Interface of Driving Warning System Based on AR-HUD ↗ · 2024 · Ma, Jun et al. · indexed
  4497. Evaluation of Laplacian Spatial Filter Implementation in Detecting Driver Vigilance Using Linear Classifier ↗ · 2024 · Romahadi, Dedik et al. · indexed
  4498. System for detecting driver’s drowsiness, fatigue and inattention ↗ · 2021 · Arsic, Aleksa et al. · indexed
  4499. Learning-oriented vehicle navigation systems ↗ · 2008 · Oliver, Keith J. et al. · indexed
  4500. A Neural-Fuzzy Framework for Modeling Car-following Behavior ↗ · 2006 · Ma, Xiaoliang · indexed
  4501. Effects of prolonged wakefulness combined with alcohol and hands-free cell phone divided attention tasks on simulated driving ↗ · 2005 · Iudice, A. et al. · indexed
  4502. A situation-driven adaptive pilot/vehicle interface ↗ · 2002 · Mulgund, S.S. et al. · indexed
  4503. Expertise and Age Effects on Pilot Mental Workload in a Simulated Aviation Task ↗ · 1996 · Morrow, Daniel · indexed
  4504. Task Demand and Alcohol Effects on Simulated Driving Performance ↗ · 1986 · Ranney, Thomas A. et al. · indexed
  4505. A Review of Sociodemographic Influences on Car-Following Behavior ↗ · 2026 · Hussain, Zahid et al. · indexed
  4506. Meaningful human control of partially automated driving systems: Insights from interviews with Tesla users ↗ · 2025 · Suryana, Lucas Elbert et al. · indexed
  4507. A review of visual sustained attention: neural mechanisms and computational models ↗ · 2023 · Huang, Huimin et al. · indexed
  4508. Teaming with Your Car: Redefining the Driver–Automation Relationship in Highly Automated Vehicles ↗ · 2022 · Lee, Joonbum et al. · indexed
  4509. The Effect of Fatigue on Take-over Performance in Urgent Situations in Conditionally Automated Driving ↗ · 2019 · Feldhutter, Anna et al. · indexed
  4510. The Effects of Continuous Driving-Related Feedback on Drivers’ Response to Automation Failures ↗ · 2017 · Cohen-Lazry, Guy et al. · indexed
  4511. The Interactive Effects of Extended Wakefulness and Low-dose Alcohol on Simulated Driving and Vigilance · 2007 · Howard, Mark E. et al. · archived
  4512. Workload-Matched Adaptive Automation Support of Air Traffic Controller Information Processing Stages · 2002 · Kaber, David B. et al. · archived
  4513. From taint to turnover: exploring driver disengagement in the Indian trucking industry ↗ · 2026 · Dhadwal, Pankesh et al. · indexed
  4514. Effect of roadside billboards on driving performance: a driving simulator study ↗ · 2026 · Rao, Annamdasu Nageswara et al. · indexed
  4515. Driver Alerting in ADAS-Equipped Cars: A Field Study ↗ · 2023 · Cummings, M.L. et al. · indexed
  4516. An Influence Model of the Human-Automation Team: Effects of Workload and Automation Reliability, Transparency and Degree · 2023 · Wickens, Christopher D. et al. · archived
  4517. The effect of motion and signalling on drivers’ ability to predict intentions of other road users · 2016 · Lee, Yee Mun et al. · archived
  4518. Young and unaffected by road policing strategies: Using deterrence theory to explain provisional drivers’ (non)compliance ↗ · 2015 · Bates, Lyndel et al. · indexed
  4519. Relation between Mental Workload and Visual Information Processing ↗ · 2015 · Wang, Jian et al. · indexed
  4520. Focusing on Attention: The Effects of Working Memory Capacity and Load on Selective Attention ↗ · 2012 · Ahmed, Lubna et al. · indexed
  4521. Driver—Vehicle—Environment Closed—Loop Simulation of Handling and Stability Using Fuzzy Control Theory ↗ · 1994 · Xi, Gu et al. · indexed
  4522. The Role of Nonverbal Communication in Driver Yielding Behavior: A VR-Based Analysis of Pedestrian–Driver Interactions ↗ · 2026 · Won, Jinho et al. · indexed
  4523. Unequal allocation of overt and covert attention in Multiple Object Tracking ↗ · 2022 · Hadjipanayi, Veronica et al. · indexed
  4524. Effects of a Motion Seat System on Driver’s Passive Task-Related Fatigue: An On-Road Driving Study ↗ · 2020 · Lee, Seunghoon et al. · indexed
  4525. Fatigue and Commercial Motorcoach/Bus Driver Safety: Expert Panel Report · 2013 · Belenky, Gregory et al. · archived
  4526. Inhibitory Control and Peer Passengers Predict Risky Driving in Young Novice Drivers - A Simulator Study ↗ · 2013 · Jongen, Ellen M M et al. · indexed
  4527. An impaired driver model for safe driving by control of vehicle parameters ↗ · 2013 · Phuc Le, Thanh et al. · indexed
  4528. Modeling Human-Automation Team Performance in Networked Systems: Individual Differences in Working Memory Count ↗ · 2010 · de Visser, Ewart et al. · indexed
  4529. Test of Divided Visual Attention Predicts Automobile Crashes Among Older Adults ↗ · 1998 · Trobe, Jonathan D. · indexed
  4530. EEG-based cognitive load assessment of eHMIs in pedestrian-automated vehicle interactions: A real-world experiment ↗ · 2026 · Zhao, Shengnan et al. · indexed
  4531. How AI from Automated Driving Systems Can Contribute to the Assessment of Human Driving Behavior ↗ · 2024 · Driessen, Tom et al. · indexed
  4532. A Clustering Analysis of Lebanese Adaptive Driving Behaviors in Response to Road Complexity ↗ · 2024 · Kobeissy, Farah et al. · indexed
  4533. A Human-Machine Shared Control Framework Considering Time-Varying Driver Characteristics ↗ · 2023 · Fang, Zhenwu et al. · indexed
  4534. Will pedestrians cross the road before an Automated Vehicle? The Effect of Drivers' Attentiveness and Presence on Pedestrians' Road Crossing Behavior ↗ · 2021 · Velasco, Juan Pablo Nunez et al. · indexed
  4535. Real world verbal protocol data analysis of European Rail Traffic Management System train driving and conventional train driving ↗ · 2016 · Naghiyev, A. et al. · indexed
  4536. Lane Keeping and Sentence Comprehension Dual-task Performance ↗ · 2014 · Cao, Shi et al. · indexed
  4537. Using cerebral hemovelocity to measure workload during a spatialised auditory vigilance task in novice and experienced observers ↗ · 2013 · Shaw, Tyler H. et al. · indexed
  4538. Maintaining driver autonomy with collision avoidance systems: a satisficing approach ↗ · 2002 · Goodrich, M.A. et al. · indexed
  4539. Driver behavior recognition based on attention module and bilinear fusion network ↗ · 2022 · Ma, Chenkai et al. · indexed
  4540. How Travel Purpose Interacts with Predictors of Individual Driving Behavior in Greater Montreal · 2020 · DeWeese, James et al. · archived
  4541. Long-Term Evaluation of Drivers’ Behavioral Adaptation to an Adaptive Collision Avoidance System ↗ · 2020 · Muslim, Husam et al. · indexed
  4542. Mental workload analysis on fruit truck suppliers using NASA-TLX method in giwangan market area ↗ · 2020 · Utomo, Bagus Wahyu et al. · indexed
  4543. Game theoretic model for lane changing: Incorporating conflict risks ↗ · 2019 · Arbis, David et al. · indexed
  4544. Driver distraction in an unusual environment: Effects of text-messaging in tunnels ↗ · 2013 · Rudin-Brown, Christina M. et al. · indexed
  4545. Driving Together: Intent-Aware Dynamic Authority Allocation for Shared Control ↗ · 2026 · Singh, Abhimanyu Pratap et al. · indexed
  4546. A Multi-Sensor Late Fusion Framework for Driver Cognitive State Detection ↗ · 2025 · Raafay Umar, S A et al. · indexed
  4547. Modulating driver visual behavior in highway tunnel groups through rhythm-based visual cues ↗ · 2025 · Zheng, Haoran et al. · indexed
  4548. Examining the Role of Task Requirements in the Magnitude of the Vigilance Decrement ↗ · 2018 · Gartenberg, Daniel et al. · indexed
  4549. Young drivers’ engagement with social interactive technology on their smartphone: Critical beliefs to target in public education messages ↗ · 2016 · Gauld, Cassandra S. et al. · indexed
  4550. Affective multisensory driver interface design ↗ · 2013 · Ho, Cristy et al. · indexed
  4551. Design and Implementation of Control-Theory-Based Microscopic Traffic Flow Model ↗ · 2002 · Shi, Huajing et al. · indexed
  4552. Cultural factors and context-specific interventions for aberrant driving behaviours in LMICs: a systematic review ↗ · 2026 · Matira, Patrick Simbarashe · indexed
  4553. Drivers adapt – Be prepared for It! ↗ · 2020 · Smiley, Alison et al. · indexed
  4554. Drivers’ calibration in self-evaluated performance ↗ · 2016 · Horrey, William J. et al. · indexed
  4555. Research on Driver Model for Adaptive Control Behavior of Vehicle Direction ↗ · 2010 · Gao, Zhenhai et al. · indexed
  4556. Stages and Levels of Automation: An Integrated Meta-analysis ↗ · 2010 · Wickens, Christopher D. et al. · indexed
  4557. Cognitive load theory, educational research, and instructional design: some food for thought ↗ · 2009 · de Jong, Ton · indexed
  4558. Workload Demands of Remotely Piloted Vehicle Supervision and Control: (1) Single Vehicle Performance ↗ · 2002 · Wickens, C. D. · indexed
  4559. MMPHGCN: A Hypergraph Convolutional Network for Detection of Driver Intention on Multimodal Physiological Signals ↗ · 2024 · Zhang, Wenqi et al. · indexed
  4560. A multi-level model on automated vehicle acceptance (MAVA): a review-based study ↗ · 2019 · Nordhoff, Sina et al. · indexed
  4561. “Peace of Mind”, An Experiential Safety Framework for Automated Driving Technology Interactions ↗ · 2018 · Strano, Marina et al. · indexed
  4562. Why drivers use cell phones and support legislation to restrict this practice. · 2017 · Sanbonmatsu, David M. et al. · archived
  4563. Driver lane changing behavior analysis based on parallel Bayesian networks ↗ · 2010 · Liu, Li et al. · indexed
  4564. Risks in the driving of emergency service vehicles ↗ · 2008 · Gormley, Michael et al. · indexed
  4565. Understanding the causation of single-vehicle crashes: a methodology for in-depth on-scene multidisciplinary case studies ↗ · 2007 · Sandin, Jesper et al. · indexed
  4566. Dual-Task Performance Consequences of Imperfect Alerting Associated With a Cockpit Display of Traffic Information · 2007 · Wickens, C. D. · archived
  4567. When AI Behavior Contradicts Its Interface: How Users Infer Authority in Semi-Automated Driving ↗ · 2026 · Park, Jungmi · indexed
  4568. Research on countermeasure of taxi driver's aggressive driving behavior based on text features extraction ↗ · 2025 · Li, Sizhe et al. · indexed
  4569. A Preliminary Study on the Influence of Automation over Mind Wandering Frequency in Sustained Attention ↗ · 2017 · Gouraud, Jonas et al. · indexed
  4570. Functional Equivalence of Sleep Loss and Time on Task Effects in Sustained Attention ↗ · 2017 · Veksler, Bella Z. et al. · indexed
  4571. A Human Factors Investigation Into the Unavailability of Active Warnings at Railway Level Crossings ↗ · 2012 · Gildersleeve, Matthew et al. · indexed
  4572. Driver fatigue detection : A survey ↗ · 2009 · Coetzer, R.C. et al. · indexed
  4573. Driver fatigue and highway driving: A simulator study ↗ · 2008 · Ting, Ping-Huang et al. · indexed
  4574. TRAINING FOR SITUATION AWARENESS · 2000 · Endsley, Mica R. et al. · archived
  4575. Progress in Mental Workload Measurement ↗ · 1986 · Moray, Neville et al. · indexed
  4576. Task-Related Effort – Distinguishing Boredom- and Difficulty-Related Effort via Electrodermal Activity ↗ · 2025 · Radtke, Vanessa et al. · indexed
  4577. Situational Hazard Recognition and Risk Assessment Within Safety-Driven Behavior Management in the Context of Automated Driving ↗ · 2020 · Hagele, Georg et al. · indexed
  4578. Situation Awareness and System Trust Affecting Handover Processes in Self-Driving Cars up to Level 3 Autonomy ↗ · 2019 · Drexler, Dániel András et al. · indexed
  4579. Cue Utilization Predicts Resource Allocation during Rail Control Simulations: A NIRS Study ↗ · 2018 · Sturman, Daniel et al. · indexed
  4580. Influence of lane departure warnings onset and reliability on car drivers' behaviors ↗ · 2017 · Navarro, J. et al. · indexed
  4581. The effects of brief visual interruption tasks on drivers’ ability to resume their visual search for a pre-cued hazard ↗ · 2016 · Borowsky, Avinoam et al. · indexed
  4582. Driver behavior assessment based on the belief theory in the driver-vehicle-environment system ↗ · 2015 · Derbel, Oussama et al. · indexed
  4583. Investigation of Actual and Perceived Behavior of Older Drivers on Freeways ↗ · 2008 · Vardaki, Sophia · indexed
  4584. Effects of Lead Vehicle Speed and Separation Distance on Driver Car-Following Behavior ↗ · 2006 · Abbink, David A. · indexed
  4585. Risk Perception Training for Novice Drivers ↗ · 2006 · Pradhan, Anuj K. et al. · indexed
  4586. Effects of Experience of the Driver on Heart-rate, Respiration-rate, and Subsidiary Reaction Time in a Three Hours Continuous Driving Task ↗ · 1973 · LISPER, H.-O. et al. · indexed
  4587. Integration of Explainable Artificial Intelligence and Multimodal Machine Learning for Drivers’ Fitness ↗ · 2025 · Ahmed, Mobyen Uddin et al. · indexed
  4588. What Is Situation Awareness? ↗ · 2025 · Endsley, Mica R. et al. · indexed
  4589. Evaluating mental workload during multitasking in simulated flight ↗ · 2022 · Li, Wenbin et al. · indexed
  4590. Automobile Directional Characteristics and Driver Steering Performance ↗ · 1976 · SWEATMAN, P. F. et al. · indexed
  4591. An illustrative guide to expressing cognitive theories using evidence accumulation modelling · 2026 · Strickland, Luke et al. · archived
  4592. DrivNet: Adaptive driving behavior prediction for improving the safety of multimodal transportation in autonomous vehicle systems ↗ · 2026 · Theivadas, J Robert et al. · indexed
  4593. Supporting Users' Understanding of Driving Automation Systems: The Effect of Meaningful System Names and Responsibility-Focused Textual Reminders ↗ · 2025 · Czupi, Emma et al. · indexed
  4594. A Comprehensive Examination of Machine Learning and Deep Learning Techniques for Driver Distraction Recognition ↗ · 2025 · Fan, Ruijie · indexed
  4595. Fatigue, sleepiness and workload in train traffic controllers · 2022 · Noriega, Paulo et al. · archived
  4596. Driver monitoring systems (DMS): The future of impaired driving management? ↗ · 2021 · Hayley, Amie C. et al. · indexed
  4597. A Review of the Physical, Psychological and Psychophysiological Effects of Motorsport on Drivers and Their Potential Influences on Cockpit Interface Design ↗ · 2018 · Brown, James et al. · indexed
  4598. EEG-Based Cognitive Control Behaviour Assessment: an Ecological study with Professional Air Traffic Controllers ↗ · 2017 · Borghini, Gianluca et al. · indexed
  4599. Human Factors Issues in Intersection Safety [Issue Briefs vol. 12] · 2009 · NHTSA · archived
  4600. Anticipated Interaction, Individual Differences in Attentional Resources, and Elaboration of Behavior ↗ · 1996 · Conway, Michael et al. · indexed
  4601. Changes in Subsidiary Reaction Time and Heart-Rate During Car Driving, Passenger Travel and Stationary Conditions* ↗ · 1976 · LAURELL, H. et al. · indexed
  4602. Visual Load Evaluation Model of Multi-view Monitoring Task Operator ↗ · 2026 · Liu, Zhongqi et al. · indexed
  4603. The Mediating Role of Inattentional Blindness Between Risk Propensity and Risk Perception: An Eye-Tracking Study in Confined Spaces ↗ · 2026 · Yu, Peilun et al. · indexed
  4604. Drivers’ Risk and Emotional Intelligence in Safe Interactions with Vulnerable Road Users: Toward Sustainable Mobility ↗ · 2025 · Pourfalatoun, Shiva et al. · indexed
  4605. A workload adaptive haptic shared control scheme for semi-autonomous driving ↗ · 2021 · Luo, Ruikun et al. · indexed
  4606. Driver Fatigue and Road Safety on Poland’s National Roads ↗ · 2013 · Jamroz, Kazimierz et al. · indexed
  4607. Effects of sleep deprivation and hazard types on the hazard perception of young novice drivers: An ERP study ↗ · 2024 · Sun, Long et al. · indexed
  4608. Driver Behavior Analysis Using Deep Learning ↗ · 2022 · K R, Prasanna Kumar et al. · indexed
  4609. Driver Drowsiness Detection using Machine Learning ↗ · 2022 · Nirwan, Himnish · indexed
  4610. Attentional Differences in a Driving Hazard Perception Task in Adults with Autism Spectrum Disorders ↗ · 2016 · Sheppard, Elizabeth et al. · indexed
  4611. Traffic Crash Modeling and Driver Behavior Analysis on Mountainous Highways in China ↗ · 2014 · Chen, Ying · indexed
  4612. Effectiveness of forward collision warnings for different driver attention states ↗ · 2012 · Ovcharova, Neli et al. · indexed
  4613. Investigation of driving safety in partial driving automation considering driving modes and drivers’ pre-drive states ↗ · 2026 · Zhang, Wei et al. · indexed
  4614. Modeling and Study the Distribution of Operator Attention in Controlling the Lateral Movement of an Unmanned Aerial Vehicle ↗ · 2023 · Getsov, Peter · indexed
  4615. Quantifying automated vehicle benefits in reducing driving stress: a simulation experiment approach ↗ · 2023 · Khattak, Zulqarnain H. et al. · indexed
  4616. Disturbance of information in superior parietal lobe during dual-task interference in a simulated driving task ↗ · 2023 · Abbaszadeh, Mojtaba et al. · indexed
  4617. Driver Expectations of a Partial Driving Automation System in Relation to Branding and Training ↗ · 2022 · Singer, Jeremiah et al. · indexed
  4618. An Integrated Framework for Multi-State Driver Monitoring Using Heterogeneous Loss and Attention-Based Feature Decoupling ↗ · 2022 · Hu, Zhongxu et al. · indexed
  4619. Performance in Noise: The Relationship Between Workload And Situation Awareness in Navy Tactical Teams ↗ · 2019 · Holthausen, Brittany E. et al. · indexed
  4620. The influence of driver training on self-regulated and safe driving behavior. case study: bus driver in Indonesia ↗ · 2019 · Sidan Arnawa, Ngakan Made et al. · indexed
  4621. Evidence accumulation in a complex task: Making choices about concurrent multiattribute stimuli under time pressure. · 2016 · Palada, Hector et al. · archived
  4622. A Study on the Effect of Driver Model Parameters on the Performance of Driver-Vehicle-Road Closed-Loop System ↗ · 2013 · Zhang, Li Zeng et al. · indexed
  4623. A passenger car driver model for higher lateral accelerations ↗ · 2007 · Edelmann, Johannes et al. · indexed
  4624. Driving with distraction in Parkinson disease ↗ · 2006 · Uc, E. Y. et al. · indexed
  4625. Physiological Signals as Predictors of Mental Workload: Evaluating Single Classifier and Ensemble Learning Models ↗ · 2023 · Izzah, Nailul et al. · indexed
  4626. Function-Specific Uncertainty Communication in Automated Driving ↗ · 2022 · Kunze, Alexander et al. · indexed
  4627. Visual Prediction of Driver Behavior in Shared Road Areas ↗ · 2021 · Gawronski, Peter et al. · indexed
  4628. Sebuah Analisis Tingkat Stres dan Performansi serta Hubungannya pada Kecepatan Respon dan Jumlah Kesalahan Pengemudi Mobil Pribadi di Bandung ↗ · 2020 · Febrianti, Asterina · indexed
  4629. Stepping over the threshold linking understanding and usage of Automated Driver Assistance Systems (ADAS) ↗ · 2020 · Novakazi, Fjollë et al. · indexed
  4630. The Impact of Cognitive Distraction on Driver Perception Response Time Under Different Levels of Situational Urgency ↗ · 2019 · Zhang, Zhi et al. · indexed
  4631. The Effect of Low-Frequency Road Noise on Driver Sleepiness and Performance ↗ · 2015 · Anund, Anna et al. · indexed
  4632. The Risk of a Safety-Critical Event Associated With Mobile Device Use in Specific Driving Contexts ↗ · 2014 · Fitch, Gregory M. et al. · indexed
  4633. Designing an Artificial Intelligence Driving Assistance System (AIDAS) for train drivers ↗ · 2025 · Merlevede, Jean-Valentin et al. · indexed
  4634. In-vehicle fragrance administration as a countermeasure for driver fatigue · 2024 · Dahlman, Anna Sjörs et al. · archived
  4635. P300 Event-Related Potential in Perception of Multiple Traffic Objects During Vehicle Driving ↗ · 2023 · Yamamoto, Yuki et al. · indexed
  4636. Driver Distraction Recognition Based on Transfer Learning and Feature Fusion ↗ · 2021 · Chen, Manzhi et al. · indexed
  4637. Measuring mental workload using physiological measures: A systematic review ↗ · 2019 · Charles, Rebecca L. et al. · indexed
  4638. The psychobiology of using automated driving systems: A systematic review and integrative model ↗ · 2019 · Meinlschmidt, Gunther et al. · indexed
  4639. Introducing Multimodal Sliding Index: Qualitative Feedback, Perceived Workload, and Driving Performance with an Auditory Enhanced Menu Navigation Method · 2017 · Sardesai, Ruta R. et al. · archived
  4640. Triggering and Detecting Attentional Narrowing in Controlled Environments ↗ · 2016 · Prinet, Julie C. et al. · indexed
  4641. Eye Gaze Entropy Reflects Individual Experience in the Context of Driving ↗ · 2025 · Arutyunova, Karina et al. · indexed
  4642. Driving after brain injury: Does dual-task modality matter? ↗ · 2018 · Vickers, Kayci L. et al. · indexed
  4643. Evaluation of the Minimum Forward Roadway Glance Duration ↗ · 2015 · Samuel, Siby et al. · indexed
  4644. Drivers’ Visual Scanning Impairment Under the Influences of Alcohol and Distraction: A Literature Review ↗ · 2015 · Shiferaw, Brook et al. · indexed
  4645. A Field Study of Haul Truck Operations in Open Pit Mines ↗ · 2011 · Stahl, Patrick et al. · indexed
  4646. Simulated car driving in fMRI—Cerebral activation patterns driving an unfamiliar and a familiar route ↗ · 2009 · Mader, Mandy et al. · indexed
  4647. Operator Effort and the Measurement of Heart-Rate Variability ↗ · 1987 · Aasman, Jans et al. · indexed
  4648. “I will raise my hand and say ‘I over-trust Autopilot’. I use it too liberally” – Drivers’ reflections on their use of partial driving automation, trust, and perceived safety ↗ · 2024 · Nordhoff, Sina et al. · indexed
  4649. Function-Specific Uncertainty Communication in Automated Driving ↗ · 2019 · Kunze, Alexander et al. · indexed
  4650. Detecting Sequential Human Mental Workload Using U-Net with Continuity-Aware Loss Applied to Streamed Physiological Signals ↗ · 2019 · Xie, Yongquan et al. · indexed
  4651. Using EEG to Understand why Behavior to Auditory In-vehicle Notifications Differs Across Test Environments ↗ · 2017 · Chuang, Lewis L. et al. · indexed
  4652. Anticipation and the adaptive control of safety margins in driving ↗ · 1999 · HULST, MONIQUE VAN DER · indexed
  4653. Driver Behavior Characteristics of Teenage Drivers and Older Drivers · 1999 · Parham, Angelia H. et al. · archived
  4654. No attentional control in working memory: A systematic re-analysis of latent-variable studies ↗ · 2025 · Rey-Mermet, Alodie et al. · indexed
  4655. A Predictive Model of a Driver’s Target Trajectory Based on Estimated Driving Behaviors ↗ · 2023 · Yan, Zhanhong et al. · indexed
  4656. What is the relationship between self-reported aberrant driving behaviors, mindfulness, and self-reported crashes and infringements? ↗ · 2018 · Koppel, Sjaan et al. · indexed
  4657. Augmented reality HUDS: warning signs and driver situation awareness ↗ · 2017 · Herbert, Andrew M. et al. · indexed
  4658. Small Screen Use and Driving Safety ↗ · 2017 · Strayer, David L. · indexed
  4659. Suppression of Covert and Overt Attentional Capture ↗ · 2016 · Gaspelin, Nicholas et al. · indexed
  4660. Keep the driver in control: Automating automobiles of the future ↗ · 2015 · Banks, Victoria A. et al. · indexed
  4661. Distinctive activation patterns under intrinsically versus extrinsically driven cognitive loads in prefrontal cortex: A near-infrared spectroscopy study using a driving video game ↗ · 2012 · Liu, Tao et al. · indexed
  4662. Object-based auditory and visual attention ↗ · 2008 · Shinn-Cunningham, Barbara G. · indexed
  4663. Research on the travel choice behavior analysis method of truck driver based on latent class model ↗ · 2025 · SHAO, JUAN · indexed
  4664. An irrelevant look of novice tram driver ↗ · 2023 · Warchol-Jakubowska, Anna et al. · indexed
  4665. Estimation of Subjectively Reported Trust, Mental Workload, and Situation Awareness Using Unobtrusive Measures ↗ · 2022 · Kintz, Jacob R. et al. · indexed
  4666. Impact Factor Investigations on Driver Reaction Time Based on Analytic Hierarchy Process ↗ · 2018 · Zhang, Zhiyong et al. · indexed
  4667. "Turn Left At The Fairham Pub" Using Navigational Guidance to Reconnect Drivers With Their Environment ↗ · 2016 · Antrobus, Vicki et al. · indexed
  4668. Influence of age, speed and duration of monotonous driving task in traffic on the driver’s useful visual field ↗ · 2004 · Rogé, Joceline et al. · indexed
  4669. Driver Steering Model Reflecting Personal Characteristics Utilizing Model Predictive Control ↗ · 2024 · Seki, Suzuka et al. · indexed
  4670. Path analysis of the factors influencing driving anger among taxi drivers based on naturalistic driving data ↗ · 2024 · Wan, Ping et al. · indexed
  4671. Repeated Induction of Inattentional Blindness in a Simulated Aviation Environment ↗ · 2017 · Kennedy, Kellie D. et al. · indexed
  4672. Differential effects of road situations and driving behaviors on eye movements in experienced and novice drivers ↗ · 2013 · Li, L. et al. · indexed
  4673. Some hazards are more attractive than others: Drivers of varying experience respond differently to different types of hazard ↗ · 2012 · Crundall, David et al. · indexed
  4674. Driving Efficacy of Elderly Drivers by Driving Situation according to the Level of Anxiety: A Perspective on the Need for Specialized Mental Health Driving Rehabilitation Services ↗ · 2025 · Korean Academy of Mental Health in Occupational Therapy et al. · indexed
  4675. Heavy vehicle driver fatigue: Observing work and rest behaviours of truck drivers in Australia ↗ · 2024 · Casey, Gregory J. et al. · indexed
  4676. Intersection Complexity and Its Influence on Human Drivers · 2022 · Weinreuter, Hannes et al. · archived
  4677. Working memory, attention and their relationship: A theoretical overview · 2021 · Angelopoulou, Effrosyni et al. · archived
  4678. Psychological predictors of college students’ cell phone use while driving ↗ · 2010 · Schlehofer, Michèle M. et al. · indexed
  4679. Sleepiness of Occupational Drivers · 2005 · Philip, Pierre · archived
  4680. Driver behavior classification for stop-n-go traffic via machine learning based driver model ↗ · 2026 · Kopeczi-Bocz, Akos T. et al. · indexed
  4681. Road Vehicle Automation and Its Effects on Fatigue, Sleep, Rest, and Recuperation ↗ · 2023 · Ahlström, Christer et al. · indexed
  4682. Road Transport Accident Analysis from A System-Based Accident Analysis Approach Using Swiss Cheese Model · 2019 · Akuh, Raymond et al. · archived
  4683. Assessment of cyclists' cognitive workload through eye tracker and EEG sensors: Sensitivity to individual and external factors in a real-world experiment ↗ · 2026 · Kchour, Fatima et al. · indexed
  4684. Interpretive Load and Cognitive Depletion in Knowledge Work Cognitive mechanisms behind ambiguity processing in organizational environments ↗ · 2026 · Nogarotto, Luca · indexed
  4685. Assessing Data Imbalance Correction Methods and Gaze Entropy for Collision Prediction ↗ · 2025 · Goodridge, Courtney Michael et al. · indexed
  4686. Experimental identification of a linear parametric driver steering control model with torque feedback ↗ · 2024 · Niu, Tenghao et al. · indexed
  4687. Expression of anger while driving - personality and self-consciousness in Chinese drivers · 2023 · Zhai, Chenzhao et al. · archived
  4688. Human factors contributing to the road traffic accident occurrence ↗ · 2020 · Bucsuházy, Kateřina et al. · indexed
  4689. Brain Electrodynamic and Hemodynamic Signatures Against Fatigue During Driving ↗ · 2018 · Chuang, Chun-Hsiang et al. · indexed
  4690. Situation Awareness ↗ · 2015 · Bass, Ellen J. et al. · indexed
  4691. Older drivers' perceptions, responses, and driving behaviours during complex traffic conditions at a signalized intersection ↗ · 2008 · Hong, I et al. · indexed
  4692. Attention Demand of IVIS Auditory Displays: An On-Road Study Under Freeway Environments ↗ · 2000 · Llaneras, Robert et al. · indexed
  4693. Real-time driver alerts to improve CMV safety in California work zones: a naturalistic study ↗ · 2025 · McMillan, Julia et al. · indexed
  4694. Road influence on the development on driver fatigue · 2019 · Davidović, Jelica et al. · archived
  4695. Conceptual Model for an Intelligent Persuasive Driver Assistant ↗ · 2018 · Yamsaengsung, Siam et al. · indexed
  4696. A Systematic Review of Intervening to Prevent Driving While Intoxicated: The Problem of Driving While Intoxicated (DWI) ↗ · 2016 · Buckley, Lisa et al. · indexed
  4697. Multi-modal assessment of on-road demand of voice and manual phone calling and voice navigation entry across two embedded vehicle systems ↗ · 2015 · Mehler, Bruce et al. · indexed
  4698. Speech Shadowing While Driving ↗ · 2003 · Spence, Charles et al. · indexed
  4699. Human-Machine Hybrid Enhanced Driving for Collision Avoidance and Lane Keeping ↗ · 2025 · Wang, Yan et al. · indexed
  4700. Human-Vehicle Interaction to Support Driver's Situation Awareness in Automated Vehicles: A Systematic Review ↗ · 2023 · Capallera, Marine et al. · indexed
  4701. Identification of pilots’ mental workload under different flight phases based on a portable EEG device ↗ · 2023 · Liu, Chenglin et al. · indexed
  4702. Agent Transparency, Situation Awareness, Mental Workload, and Operator Performance: A Systematic Literature Review ↗ · 2022 · van de Merwe, Koen et al. · indexed
  4703. Factors Analysis of Perception Bias in Aggressive Driving Behaviors: A Naturalistic Driving Study ↗ · 2020 · Dong, Xiaobo et al. · indexed
  4704. Lateral control assistance in car driving: classification, review and future prospects ↗ · 2011 · Navarro, J. et al. · indexed
  4705. Effects of Speed of Visual Processing Training upon Non-Visual Attention in "At-Risk" Older Drivers · 2001 · Skaar, Nicole et al. · archived
  4706. Stress and Driving Performance: Implications for Design and Training ↗ · 2000 · Matthews, Gerald et al. · indexed
  4707. Cooperative Advisory Residual Policies for Congestion Mitigation · 2024 · Hasan, Aamir et al. · archived