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).

1477 paper(s) · newest first · see also all information types

  1. 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
  2. Mental workload and driving · 2014 · Paxion, Julie et al. · archived
  3. A Review of Driver Mental Workload in Driver-Vehicle-Environment System · 2011 · Ba, Yutao et al. · archived
  4. Speed maintenance under cognitive load – Implications for theories of driver behaviour · 2011 · Lewis-Evans, Ben et al. · archived
  5. Heavy vehicle driver workload assessment. Task 4, review of workload and related research · 1996 · Wierwille, W. et al. · archived
  6. Malleable Attentional Resources Theory: A New Explanation for the Effects of Mental Underload on Performance · 2002 · Young, Mark S. et al. · archived
  7. Modelling level 1 situation awareness in driving: A cognitive architecture approach · 2024 · Rehman, Umair et al. · archived
  8. 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
  9. Traffic psychology theories: Towards understanding driving behaviour and safety efforts ↗ · 2005 · Summala, Heikki · indexed
  10. Behavioral Research and Practical Models of Drivers' Attention · 2021 · Kotseruba, Iuliia et al. · archived
  11. Applied Attention Theory ↗ · 2019 · Wickens, Christopher D. et al. · indexed
  12. Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods – Phase II · 2020 · Kondyli, Alexandra et al. · archived
  13. A conceptualization of driving behaviour as threat avoidance ↗ · 1984 · Fuller, Ray W. · indexed
  14. Minimum Required Attention: A Human-Centered Approach to Driver Inattention ↗ · 2017 · Kircher, Katja et al. · indexed
  15. Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods - Phase I · 2018 · Kondyli, Alexandra et al. · archived
  16. Attentional Overload, stress, and simulate Driving Performance ↗ · 1996 · Matthews, Gerald et al. · indexed
  17. A hierarchical risk model for traffic participants ↗ · 1988 · Van Der Molen, H H et al. · indexed
  18. Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods –Phase III · 2022 · Kondyli, Alexandra et al. · archived
  19. The measurement of drivers' mental workload ↗ · 1996 · de Waard, Dick · indexed
  20. Attention selection and task interference indriving: an action-oriented view ↗ · 2009 · Engström, Johan et al. · indexed
  21. Inferring Hidden Attentional States in Driving: A Bayesian Approach to Modeling Distraction and Secondary Task Engagement. ↗ · 2026 · Dheeraj Kashyap L et al. · indexed
  22. 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
  23. A theoretical model of human-automation interaction grounded in resource allocation policy during automated driving ↗ · 2018 · Yamani, Yusuke et al. · indexed
  24. The effect of driver cognitive abilities and distractions on situation awareness and performance under hazard conditions · 2016 · Kaber, David B. et al. · archived
  25. Applicability of risky decision-making theory to understand drivers' behaviour during transitions of control in vehicle automation · 2019 · GONÇALVES, Rafael Cirino et al. · archived
  26. 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
  27. Selective Attention with Auxiliary Automobile Displays ↗ · 1990 · Noy, Y. Ian · indexed
  28. Multiple Resources and Mental Workload · 2008 · Wickens, Christopher D. · archived
  29. The multitasking motorist and the attention economy · 2021 · Strayer, DL et al. · archived
  30. Description of the Integrated Driver Model · 1995 · Levinson, William H. et al. · archived
  31. Strategic changes in task performance in simulated car driving as an adaptive response to task demands · 2000 · Cnossen, Fokie et al. · archived
  32. Modeling Driver Distraction from Cognitive Tasks ↗ · 2019 · Salvucci, Dario D. · indexed
  33. A Mental Model Perspective of a Driver Workload System ↗ · 2010 · Curry, Reates et al. · indexed
  34. Toward an Integrated Model of Driver Behavior in Cognitive Architecture ↗ · 2001 · Salvucci, Dario D. et al. · indexed
  35. Driving in States of Fatigue or Stress ↗ · 2011 · Matthews, Gerald et al. · indexed
  36. Assessment of Drivers’ Mental Workload by Multimodal Measures during Auditory-Based Dual-Task Driving Scenarios ↗ · 2024 · Huang, Jiaqi et al. · indexed
  37. Heavy vehicle driver workload assessment. Task 1, task analysis data and protocols review · 1996 · Tijerina, L et al. · archived
  38. Modeling Driver Behavior as Sequential Risk-Taking Task ↗ · 2008 · Hamdar, Samer H. et al. · indexed
  39. Multiple Resources and Mental Workload ↗ · 2008 · Wickens, Christopher D · indexed
  40. EFFECTS OF TWO DIFFERENT MENTAL TASKS ON VISUAL SEARCH BEHAVIOUR WHILE DRIVING ↗ · 1999 · Recarte, Miguel A. et al. · indexed
  41. A Theoretical Field-Analysis of Automobile-Driving ↗ · 1938 · Gibson, James J. et al. · indexed
  42. Driver mental workload measurement trends and cognitive impacts: a literature review ↗ · 2026 · Faidah, Uyun Nadzirotul et al. · indexed
  43. TASK-INDUCED FATIGUE EFFECTS ON SIMULATED DRIVING PERFORMANCE ↗ · 1998 · Desmond, Paula A. et al. · indexed
  44. TRAFFIC SAFETY AND INDIVIDUAL DIFFERENCES IN DRIVERS' ATTENTION AND INFORMATION PROCESSING CAPACITY ↗ · 1993 · Shinar, David · indexed
  45. SURVIVAL OF DEVIANCE. A MODEL FOR DRIVER BEHAVIOUR. FINAL REPORT ↗ · 2003 · Vaa, T · indexed
  46. Defining Driver Distraction · 2008 · Lee, John et al. · archived
  47. Attentional Limitations in Doing Two Tasks at the Same Time · 1992 · Pashler, Harold · archived
  48. Multiple Resource Modeling of Task Interference in Vehicle Control, Hazard Awareness and In-vehicle Task Performance · 2003 · Horrey, William J. et al. · archived
  49. Psychological constructs in driving automation: a consensus model and critical comment on construct proliferation ↗ · 2015 · Heikoop, Daniël D. et al. · indexed
  50. SPIDER 2.0: Driver Distraction and Visual Attention · 2025 · Strayer, David L. · archived
  51. Behavioral Entropy as an Index of Workload ↗ · 2000 · Boer, Erwin R. · indexed
  52. 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
  53. Inner models as a basis for traffic behaviour ↗ · 1993 · Keskinen, Esko et al. · indexed
  54. Vision-Language Hazard Reasoning for Driver Distraction and Workload Estimation ↗ · 2025 · Ng, Shu-Kay et al. · indexed
  55. Teen Driving Risk in the Presence of Passengers ↗ · 2016 · Horrey, William J. et al. · indexed
  56. Dynamic workload measurement and modeling: Driving and conversing · 2023 · Castro, SC et al. · archived
  57. Hierarchical Control and Driving ↗ · 2013 · Medeiros-Ward, Nathan · indexed
  58. Behavioral Transportation: The Role of Psychological, Cognitive, and Social Factors in Distracted Driving Behavior ↗ · 2023 · Gabaldon, Janeth · indexed
  59. Testing models of driver behaviour ↗ · 2012 · Lewis-Evans, Ben · indexed
  60. Investigating the interplay between cognitive workload and situation awareness during full driving automation ↗ · 2025 · Sahoo, P et al. · indexed
  61. Hierarchical control and driving. ↗ · 2013 · Strayer, David L. · indexed
  62. Cognitive workload measurement and modeling under divided attention. · 2019 · Strayer, David L. et al. · archived
  63. Using an Integrated Cognitive Architecture to Model the Effect of Environmental Complexity on Drivers’ Situation Awareness ↗ · 2019 · Rehman, Umair et al. · indexed
  64. Toward a Theory of Situation Awareness in Dynamic Systems ↗ · 1995 · Endsley, Mica R. · indexed
  65. 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
  66. Commercial motor vehicle driving performance: An examination of attentional resources and control using a driving simulator. ↗ · 2017 · McManus, Benjamin et al. · indexed
  67. Volume 1: Urban Driver Mental Frameworks and Implications · 2023 · Eluru, Naveen et al. · archived
  68. 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
  69. Risk control is not risk adjustment: the zero-risk theory of driver behaviour and its implications ↗ · 1988 · Summala, Heikki · indexed
  70. Driver inattention and highway safety · 1985 · Sussman, E. D. et al. · archived
  71. Driver Distraction and Inattention: A Queuing Theory Approach ↗ · 2017 · Senders, John W. · indexed
  72. PSYCHOLOGY AND THE HIGHWAY ENGINEER ↗ · 2002 · Fuller, Joanne M. · indexed
  73. HIERARCHICAL MODEL OF BEHAVIOURAL ADAPTATION AND TRAFFIC ACCIDENTS ↗ · 1997 · Summala, Heikki · indexed
  74. Investigating explanations in conditional and highly automated driving: The effects of situation awareness and modality · 2022 · Zhang, Qiaoning et al. · archived
  75. From Driver to Supervisor: Comparing Cognitive Load and EEG-Based Attentional Resource Allocation Across Automation Levels · 2023 · Figalova, Nikol et al. · archived
  76. Perceptual Load in Different Regions of the Visual Scene and Its Relevance for Driving · 2015 · Marciano, Hadas et al. · archived
  77. Driver State Modeling through Latent Variable State Space Framework in the Wild · 2022 · Tavakoli, Arash et al. · archived
  78. Driver Workload Metrics Project: Task 2 Final Report ↗ · 2006 · U.S. Department of Transportation · indexed
  79. Identifying Mental Frameworks Underlying Driver Behavior in Urban Contexts [Summary] · 2024 · Carver, DeWayne et al. · archived
  80. Attention: From Theory to Practice ↗ · 2006 · Kramer, Arthur F. et al. · indexed
  81. 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
  82. Mapping between cognitive theories and psycho-physiological models of attention system performance ↗ · 2023 · Guidetti, Oliver A et al. · indexed
  83. Towards a transactional ergonomics for driver stress and fatigue ↗ · 2002 · Matthews, Gerald · indexed
  84. Effects of Cognitive Load on Driving Performance: The Cognitive Control Hypothesis · 2017 · Engström, Johan et al. · archived
  85. VALIDATION OF AN ATTENTION-BASED MODEL OF DRIVER PERFORMANCE IN REAR- END COLLISION SITUATIONS ↗ · 2001 · Brown, Timothy L. et al. · indexed
  86. Towards Operationalizing Driver Distraction · 2013 · Foley, James P et al. · archived
  87. On the Philosophical Foundations of the Distracted Driver and Driving Distraction ↗ · 2008 · Hancock, Peter A. et al. · indexed
  88. Prevention of road accidents in non-expert drivers: Theory of Mind and driving style · 2024 · Nori, Raffaella et al. · archived
  89. Potential for driver attention monitoring system development · 1985 · Bishop, H. et al. · archived
  90. From Driver to Supervisor: Comparing Cognitive Load and EEG-based Attentional Resource Allocation across Automation Levels · 2023 · Figalova, Nikol et al. · archived
  91. Resurrecting Driver Workload Metrics: A Multivariate Approach ↗ · 2015 · Auflick, Jack L. · indexed
  92. The Impact of Load on Dynamic versus Static Situational Knowledge While Driving ↗ · 2009 · Clegg, Benjamin A. · indexed
  93. Modeling cognitive load effects of conversation between a passenger and driver · 2017 · Strayer, David L. et al. · archived
  94. Heavy vehicle driver workload assessment. Task 3, task analysis data collection · 1996 · Kiger, Steven et al. · archived
  95. Workload, Distraction, and Automation ↗ · 2020 · Lee, John D. et al. · indexed
  96. The “field of safe travel” revisited: interpreting driving behaviour performance through a holistic approach ↗ · 2017 · Papakostopoulos, Vassilis et al. · indexed
  97. The relative impact of work-related stress, life stress and driving environment stress on driving outcomes · 2011 · Rowden, Peter J. et al. · archived
  98. Identification of Countermeasures for Unsafe Driving Actions. Volume 2, a Review of Selected Literature · 1981 · Marks, M. E. (Mary E.) et al. · archived
  99. SITUATION AWARENESS: WHAT IT IS AND WHY IT MATTERS FOR ITS ↗ · 1999 · Harbluk, Joanne L. et al. · indexed
  100. Driver Distraction Injury Prevention Countermeasures‚ÄîPart 2 · 2008 · Regan, Michael et al. · archived
  101. Driver Distraction Assessment Using Driver Modeling ↗ · 2013 · Hermannstadter, Peter et al. · indexed
  102. Examining cognitive interference and adaptive safety behaviours in tactical vehicle control ↗ · 2007 · Horrey, William J. et al. · indexed
  103. Task-induced fatigue states and simulated driving performance ↗ · 2002 · Matthews, Gerald et al. · indexed
  104. Towards Context-Aware Modeling of Situation Awareness in Conditionally Automated Driving · 2024 · Avetisyan, Lilit et al. · archived
  105. Active Inference Models of AV Takeovers: Relating Model Parameters to Trust, Situation Awareness, and Fatigue ↗ · 2024 · Wei, Ran et al. · indexed
  106. Cognitive load and task switching in drivers: Implications for road safety in semi-autonomous vehicles ↗ · 2024 · Xu, Jinhui et al. · indexed
  107. Incorporating the Theory of Planned Behaviour into Distracted Driving: Influencing Factors and Intervention Effects ↗ · 2023 · Zhang, L. et al. · indexed
  108. Driving Under Involuntary Distraction and Varied Perceptual Loads ↗ · 2016 · Hoekstra-Atwood, Liberty et al. · indexed
  109. Theoretical Review of the Secondary Task Methodology for Evaluating Intelligent Automobile Displays ↗ · 1987 · Noy, Y. Ian · indexed
  110. Exploration of Contributing Factors of Different Distracted Driving Behaviors · 2019 · Shi, Jing et al. · archived
  111. Is Attention Really Effort? Revisiting Daniel Kahneman's Influential 1973 Book Attention and Effort · 2018 · Bruya, Brian et al. · archived
  112. Assessing Interference from Mental Workload Using a Naturalistic Simulated Driving Task: A Pilot Study ↗ · 2006 · Horrey, William J. et al. · indexed
  113. Modeling Drivers’ Lateral Motion Control · 2015 · Ni, Daiheng · archived
  114. Examining the Role of Driver Perception in Takeover Time: Application of Task-Capability Interface Theory ↗ · 2024 · Liang, Kexin et al. · indexed
  115. Driving Simulator Based Interactive Experiments : Understanding Driver Behavior, Cognition and Technology Uptake under Information and Communication Technologies · 2018 · Agrawal, Shubham et al. · archived
  116. 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
  117. An empirical assessment of driver motivation and emotional states in perceived safety margins under varied driving conditions · 2012 · Zhang, Yu et al. · archived
  118. Explaining human interactions on the road by large-scale integration of computational psychological theory · 2023 · Markkula, Gustav et al. · archived
  119. An Investigation of Factors Affecting Driver Alertness · 1970 · Sussman, E. Donald et al. · archived
  120. Understanding driver performance variability and perception of risk : driver hazard perception research plan · 1998 · Lerner, N. et al. · archived
  121. Mental Workload, Task Demand and Driving Performance: What Relation? ↗ · 2014 · da Silva, Fátima Pereira · indexed
  122. Toward a Theory of Visual Information Acquisition in Driving ↗ · 2022 · Wolfe, Benjamin et al. · indexed
  123. Task acceptability and workload of driving city streets, rural roads, and expressways : ratings from video clips. · 2007 · Schweitzer, Jason et al. · archived
  124. Potential for driver attention monitoring system development · 1984 · NHTSA · archived
  125. Driver State Classification: Identifying High Cognitive Load and Drowsiness Through Driver Performance · 2026 · Ayas, Suzan et al. · archived
  126. DRIVER INATTENTION ↗ · 2004 · Richard, TAY et al. · indexed
  127. SPORTING PERFORMANCE, PRESSURE AND COGNITION: INTRODUCING ATTENTIONAL CONTROL THEORY ↗ · 2016 · Eysenck, Michael W · indexed
  128. Mental workload while driving: Effects on visual search, discrimination, and decision making. ↗ · 2003 · Recarte, Miguel A. et al. · indexed
  129. Theory-based Models of Attention in Visual Workspaces ↗ · 2016 · Steelman, Kelly S. et al. · indexed
  130. Lane Keeping Under Cognitive Load ↗ · 2013 · He, Jibo et al. · indexed
  131. The Effects of Visual and Cognitive Distraction on Driver Situation Awareness · 2011 · Rogers, Meghan L. et al. · archived
  132. Review of Risk Communication Strategies And Existing Alcohol-Impaired and Distracted Driving Safety Messages: Technical Report · 2023 · Zakrajsek, Jennifer et al. · archived
  133. Modeling drivers' visual attention allocation while interacting with in-vehicle technologies. ↗ · 2006 · Horrey, William J. et al. · indexed
  134. Dissociation of Performance and Subjective Measures of Workload ↗ · 1988 · Yeh, Yei-Yu et al. · indexed
  135. Cognitive Attention Models for Driver Engagement in Intelligent and Semi-autonomous Vehicles · 2018 · Lee, John D. et al. · archived
  136. Assessing the Impact of Age on Cognitively Induced Visual Tunneling · 2013 · Reimer, Bryan · archived
  137. Evaluating the moderating effect of in-vehicle warning information on mental workload and collision avoidance performance ↗ · 2022 · Chai, Chen et al. · indexed
  138. 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
  139. 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
  140. Overload depending on driving experience and situation complexity: Which strategies faced with a pedestrian crossing? · 2015 · Paxion, Julie et al. · archived
  141. Literature Review of Behavioral Adaptations to Advanced Driver Assistance Systems · 2016 · AAA Foundation for Traffic Safety · archived
  142. THE IMPACT OF COGNITIVE DISTRACTION ON DRIVER VISUAL BEHAVIOUR AND VEHICLE CONTROL ↗ · 2002 · Harbluk, Joanne L. et al. · indexed
  143. Drivers with limited perception: model and application to traffic simulation · 2014 · Ketenci, Utku et al. · archived
  144. Understanding Driver Cognition and Decision-Making Behaviors in High-Risk Scenarios: A Drift Diffusion Perspective · 2025 · Huang, Heye et al. · archived
  145. Driver’s Mental Model of Vehicle Automation ↗ · 2020 · Seppelt, Bobbie et al. · indexed
  146. Threaded cognition: An integrated theory of concurrent multitasking. ↗ · 2008 · Salvucci, Dario D. et al. · indexed
  147. Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism · 2021 · Zhu, Haibei et al. · archived
  148. Evaluation of a Method to Estimate Driving Workload in Real Time: Watching Video Clips Versus Simulated Driving · 2011 · Green, Paul et al. · archived
  149. Visual Attention in Driving: The Effects of Cognitive Load and Visual Disruption ↗ · 2007 · Lee, Yi-Ching et al. · indexed
  150. Modelling the association between psychosocial work factors and risky driving: mediating roles of burnout and engagement · 2026 · Amoadu, Mustapha et al. · archived
  151. The Dissociation between Subjective Workload and Performance: A Multiple Resource Approach ↗ · 1983 · Wickens, Christopher D. et al. · indexed
  152. Human-like driving behaviour emerges from a risk-based driver model · 2020 · Kolekar, Sarvesh et al. · archived
  153. Modeling Drivers' Risk Perception via Attention to Improve Driving Assistance · 2024 · Biswas, Abhijat et al. · archived
  154. DriveSAM: Cognitive Perspective on Driving Maneuvers Based on Drivers’ Attention Using Eye Gaze Data · 2023 · Kwakye, Kelvin et al. · archived
  155. Modeling driver control behavior in both routine and near-accident driving · 2014 · Markkula, Gustav · archived
  156. Effects of practice, age, and task demands, on interference from a phone task while driving · 2004 · Shinar, David et al. · archived
  157. Predictive Performance Models and Multiple Task Performance ↗ · 1989 · Wickens, Christopher D. et al. · indexed
  158. Modeling and Analysis of Microscopic Risk Avoidance Behavior of Homogeneous Driver Groups Under Risk Scenarios ↗ · 2024 · Zheng, Lili et al. · indexed
  159. CVO driver fatigue and complex in-vehicle systems · 1997 · Lee, Jacsik et al. · archived
  160. DRIVER INFORMATION NEEDS ↗ · 1971 · Allen, T M et al. · indexed
  161. 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
  162. Modeling simple driving tasks with a one-boundary diffusion model ↗ · 2013 · Strayer, David L. · indexed
  163. A Stochastic Delay Differential Equation Model of Multitasking While Driving ↗ · 2026 · Trommler, Daniel et al. · indexed
  164. Framework of Adaptive Driving: Linking Situation Awareness, Driving Goals, and Driving Intentions Using Eye-Tracking and Vehicle Kinetic Data ↗ · 2025 · Lai, Hsueh-Yi · indexed
  165. Effect of changing driving conditions on driver behavior towards design of a safe and efficient traffic system. · 2013 · Aghazadeh, Fereydoun et al. · archived
  166. Model-Based Analysis and Classification of Driver Distraction Under Secondary Tasks ↗ · 2010 · Ersal, Tulga et al. · indexed
  167. Driver strategies for engaging in distracting tasks using in-vehicle technologies · 2008 · Lerner, Neil et al. · archived
  168. Simulator Study of Involuntary Driver Distraction Under Different Perceptual Loads ↗ · 2017 · Hoekstra-Atwood, Liberty et al. · indexed
  169. Mental workload accumulation effect of mobile phone distraction in L2 autopilot mode · 2022 · Zhao, Hongfei et al. · archived
  170. Hazard perception performance and psychological factors of distracted drivers: what are the associations? ↗ · 2024 · Watling, Christopher N. et al. · indexed
  171. Minimum Time to Situational Awareness During Transfer of Control Under Varying Levels of Task Load · 2020 · Knodler, Michael A. et al. · archived
  172. Precursor Systems Analyses of Automated Highway Systems. Automated Check Out · 1995 · NHTSA · archived
  173. Exploring hazard anticipation and stress while driving in light of defensive behavior theory · 2023 · Kerautret, Laora et al. · archived
  174. A comparison of the driving behavior between remunerated and volunteer drivers · 2010 · Newnam, Sharon et al. · archived
  175. A Computational Model of Attention/Situation Awareness ↗ · 2002 · McCarley, Jason S. et al. · indexed
  176. From Awareness to Intent: Mitigating Silent Driving System Failures through Prospective Situation Awareness Enhancing Interfaces · 2026 · Wang, Jiyao et al. · archived
  177. The Underpinnings of Workload in Unmanned Vehicle Systems · 2017 · Hooey, Becky L. et al. · archived
  178. A Contextual Multimodal System for Increasing Situation Awareness and Takeover Quality in Conditionally Automated Driving · 2023 · Capallera, Marine et al. · archived
  179. Driver's arousal and workload under partial vehicle automation · 2020 · Strayer, DL et al. · archived
  180. Bicyclist-evoked arousal and greater attention to bicyclists independently promote safer driving · 2021 · Kim, Andy Jeesu et al. · archived
  181. Development and Evaluation of New Anchors for Ratings of Driving Workload · 2012 · Lin, Brian T W et al. · archived
  182. Driver's arousal and workload under partial vehicle automation · 2020 · Cooper, JM et al. · archived
  183. Allocation of Driver Attention for Varying In-Vehicle System Modalities ↗ · 2020 · Li, Ning et al. · indexed
  184. Perceptual load in central and peripheral regions and its effects on driving performance: advertizing billboards ↗ · 2012 · Marciano, Hadas et al. · indexed
  185. A survey of the relationship between the mental workload and cognitive failure in taxi drivers, 2017 ↗ · 2017 · Kazemi, Reza et al. · indexed
  186. VISUAL AND MANUAL DEMANDS OF IN-CAR CONTROLS AND DISPLAYS ↗ · 1993 · Wierwille, Walter W. · indexed
  187. Assessing the validity of situation awareness measures through visual behaviours in car driving: A comprehensive review ↗ · 2026 · Pelerin, Maëlle et al. · indexed
  188. 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
  189. Dissociating eye movements and workload on lateral lane position variability · 2010 · Medeiros-Ward, N et al. · archived
  190. The effect of cognitive tasks on predicting eventis in traffic ↗ · 2008 · Baumann, Michael R. et al. · indexed
  191. Display formats and commercial vehicle operator (CVO) workload · 1997 · Carney, Cher et al. · archived
  192. Multi-source enriched driving behavior models A driving simulator case study in Germany ↗ · 2025 · Al Haddad, Christelle et al. · indexed
  193. Driving simulator scenarios and measures to faithfully evaluate risky driving behavior: A comparative study of different driver age groups · 2017 · Michaels, Jesse et al. · archived
  194. Effects of Memory Rehearsal on Driver Performance: Experiment and Theoretical Account ↗ · 2008 · Salvucci, Dario D. et al. · indexed
  195. Situation Awareness in Driving ↗ · 2020 · Endsley, Mica · indexed
  196. ERGONOMICS OF THE DRIVER'S INTERFACE WITH THE ROAD ENVIRONMENT: THE CONTRIBUTION OF PSYCHOLOGICAL RESEARCH ↗ · 2002 · Saad, Fathinul Syahir Ahmad · indexed
  197. Control Theoretic Models of Human Drivers in Car Following ↗ · 1977 · Bekey, George A. et al. · indexed
  198. Resources and Tools to Reduce Multiple Risky Driving Behaviors · 2024 · Finley, Kari et al. · archived
  199. Driven to distraction ↗ · 2015 · Strayer, DL et al. · indexed
  200. The Influence of Driver Stress, Partial-Vehicle Automation, and Subjective State on Driver Performance ↗ · 2005 · Funke, Gregory J. et al. · indexed
  201. Attention estimation by simultaneous observation of viewer and view ↗ · 2010 · Doshi, Anup et al. · indexed
  202. Development of In-Vehicle Information Dissemination Mechanisms to Reduce Cognitive Burden in the Information-Rich Driving Environment · 2022 · Agrawal, Shubham et al. · archived
  203. Capturing Voluntary, Involuntary, and Habitual Components of Driver Distraction in a Self-Reported Questionnaire · 2015 · Marulanda, Susana et al. · archived
  204. Driver behavior on road work zones: a systematic review · 2023 · Silveira, Renato Luiz et al. · archived
  205. Research Framework for Studying Driver Distraction on Polish City Highways · 2013 · Kelwyn A. D’Souza et al. · archived
  206. 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
  207. Hazard perception performance and psychological factors of distracted drivers: what are the associations? ↗ · 2024 · Watling, Christopher N. et al. · indexed
  208. In-Vehicle Information Systems Behavioral Model and Design Support: Final Report · 2000 · Hankey, J. M. et al. · archived
  209. Towards a Context-Dependent Multi-Buffer Driver Distraction Detection Algorithm · 2022 · Ahlstrom, Christer et al. · archived
  210. Analysis of Causal Factor of Driver Fatigue in the Driving in Different Driving Conditions ↗ · 2024 · Adachi, Masataka et al. · indexed
  211. Experimenting With an Efficient Driver Behavior Dynamical Model Applicable to Simulated Lane Changing Tasks · 2024 · Jirgl, Miroslav et al. · archived
  212. Multi-vehicle anticipation-based driver behavior models: a synthesis of existing research and future research directions ↗ · 2024 · Nirmale, Sangram et al. · indexed
  213. Effects of Cognitive Load and Anticipation on Driver Responses to a Critical Traffic Event ↗ · 2018 · Engström, Johan et al. · indexed
  214. 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
  215. Driver behaviour with adaptive cruise control · 2005 · Stanton, Neville A. et al. · archived
  216. Linking the Detection Response Task and the AttenD Algorithm Through Assessment of Human–Machine Interface Workload · 2017 · Lee, Joonbum et al. · archived
  217. Distracted Driving Due to Visual Working Memory Load · 2014 · Mordkoff, J. Toby et al. · archived
  218. Risk homeostasis theory and its critics: time for an agreement ↗ · 1988 · Janssen, Wiel H. et al. · indexed
  219. Driving performance and specific attentional domains ↗ · 2019 · Liebherr, Magnus et al. · indexed
  220. Identifying Mind-wandering behind the Wheel · 2009 · He, Jibo et al. · archived
  221. 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
  222. A merging interaction model explains human drivers' behaviour from input signals to decisions · 2023 · Abbink, David A. · archived
  223. A model of dyadic merging interactions explains human drivers’ behavior from control inputs to decisions · 2024 · Abbink, David A. · archived
  224. Bad Driving Is Associated With Lower Awareness of Driving · 2019 · Sanbonmatsu, David M. et al. · archived
  225. The effect of a secondary task on drivers’ gap acceptance and situational awareness at junctions ↗ · 2021 · Robbins, Chloe J. et al. · indexed
  226. 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
  227. Shifting Eyes and Thinking Hard Keep Us in Our Lanes ↗ · 2009 · Cooper, Joel M. et al. · indexed
  228. Situation Awareness and Driving Performance in a Simulated Navigation Task ↗ · 2006 · Ma, Ruiqi et al. · indexed
  229. Active and passive fatigue in simulated driving: Discriminating styles of workload regulation and their safety impacts. · 2013 · Saxby, Dyani et al. · archived
  230. On the impact of on-road partially-automated driving on drivers’ cognitive workload and attention allocation ↗ · 2024 · Biondi, FN et al. · indexed
  231. Reading Text While Driving ↗ · 2014 · Liang, Yulan et al. · indexed
  232. Driver models in automobile dynamics application ↗ · 2007 · Plöchl, Manfred et al. · indexed
  233. Factors That Affect Drivers’ Perception of Closing and an Immediate Hazard · 2023 · Weaver, Bradley W. et al. · archived
  234. Work domain modeling of human-automation interaction for in-vehicle automation · 2024 · Zhang, You et al. · archived
  235. Individual differences in peripheral physiology and implications for the real-time assessment of driver state (phase I & II). · 2013 · Reimer, Bryan · archived
  236. Highly automated driving: the role of visuo-attentional and executive abilities in take-over success · 2025 · Schnebelen, Damien et al. · archived
  237. Model-based Evaluation of Driver Control Workloads in Haptic-based Driver Assistance Systems · 2022 · Mbanisi, Kenechukwu C. et al. · archived
  238. Active inference as a model of collision avoidance behavior in human drivers. · 2026 · Schumann, JF et al. · archived
  239. Driver’s Mental Models of Advanced Vehicle Technologies: A Proposed Framework for Identifying and Predicting Operator Errors · 2021 · Pradhan, Anuj K. et al. · archived
  240. Modelling Psychosocial Work Factors and Risky Driving in Ghana: Mediating Roles of Burnout and Engagement · 2025 · Amoadu, Mustapha et al. · archived
  241. Highly Automated Driving, Secondary Task Performance, and Driver State · 2012 · Merat, Natasha et al. · archived
  242. Designing transparency for automated driving: Effects of ambient light cues and explanations on driver performance · 2025 · Huang, Jingyu et al. · archived
  243. Factors related to drivers' perception of interference from in-vehicle activities ↗ · 2010 · Horrey, William J. et al. · indexed
  244. Research on the Integrated Cognitive Topological Structure of Driver in the Multi-Resource Information Fusion ↗ · 2012 · Zheng, Zhi et al. · indexed
  245. Context-Aware Quantitative Risk Assessment Machine Learning Model for Drivers Distraction · 2024 · Fasanmade, Adebamigbe et al. · archived
  246. Traffic Psychology: An International Perspective ↗ · 2011 · Hennessy, Dwight Ed. · indexed
  247. Computational Driver Model in Transport Engineering: COSMODRIVE ↗ · 1996 · Tattegrain-Veste, Hέlène et al. · indexed
  248. Safety in Occupational Driving: Development of a Driver Behavior Scale for the Workplace Context · 2011 · Newnam, Sharon et al. · archived
  249. 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
  250. Potential Benefits and Costs of Concurrent Task Engagement to Maintain Vigilance · 2011 · Atchley, Paul et al. · archived
  251. A Review of Occlusion as a Tool to Assess Attentional Demand in Driving · 2021 · Kujala, Tuomo et al. · archived
  252. The Effects of Visual and Cognitive Distractions on Operational and Tactical Driving Behaviors ↗ · 2013 · Zhang, Yu et al. · indexed
  253. Modeling Driver Responses to Automation Failures With Active Inference ↗ · 2022 · Wei, Ran et al. · indexed
  254. A link between attentional function, effective eye movements, and driving ability. ↗ · 2016 · Mackenzie, Andrew et al. · indexed
  255. Social cognition and driving: Theory of mind is associated with drivers' hazard perception ↗ · 2025 · Goodhew, Stephanie C. et al. · indexed
  256. Measuring cognitive distraction in the automobile II · 2014 · Strayer, DL et al. · archived
  257. Young novice drivers: Towards a model of their accident involvement · 1996 · Gregersen, Nils Petter et al. · archived
  258. Driver Fatigue ↗ · 1994 · Brown, I D · indexed
  259. Situation Awareness and Workload in Aviation ↗ · 2002 · Wickens, Christopher D. · indexed
  260. Impulsivity and self-regulation: A dual-process model of risky driving in young drivers in Iran · 2023 · Memarian, Mohammaderfan et al. · archived
  261. Focal and Ambient Visual Contributions and Driver Visual Scanning in Lane Keeping and Hazard Detection ↗ · 2004 · Horrey, William J. et al. · indexed
  262. Situational Action Theory to Understand Risky Driving Behaviours in Beach Environments · 2024 · Anderson, Levi et al. · archived
  263. The episodic buffer: a new component of working memory? · 2000 · Baddeley, Alan · archived
  264. Towards Driver Behavior Understanding: Weakly-Supervised Risk Perception in Driving Scenes · 2026 · Agarwal, Nakul et al. · archived
  265. 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
  266. On working memory and a productivity illusion in distracted driving. · 2016 · Strayer, David L. et al. · archived
  267. Driver’s Arousal and Workload under Partial Vehicle Automation · 2020 · AAA Foundation for Traffic Safety · archived
  268. The impact of eye movements and cognitive workload on lateral position variability in driving · 2013 · Cooper, JM et al. · archived
  269. Development of a Steering Entropy Method for Evaluating Driver Workload ↗ · 1999 · Nakayama, Okihiko et al. · indexed
  270. Minimizing driver errors: examining factors leading to failed target tracking and detection. · 2013 · Beck, Melissa R. et al. · archived
  271. Factors Affecting Perceived and Observed Aggressive Driving Behavior: An Empirical Analysis of Driver Fatigue, and Distracted Driving · 2019 · Fountas, Grigorios et al. · archived
  272. Behavioural changes in drivers experiencing highly-automated vehicle control in varying traffic conditions · 2013 · Jamson, A. Hamish et al. · archived
  273. The human factor in driving accidents An overview of approaches and problems ↗ · 1982 · McKenna, Frank · indexed
  274. Evaluating Emotion Regulation Techniques for Supporting Driving Safety and Performance · 2023 · Susindar, Sahinya et al. · archived
  275. Driving Performance, Adaptation, and Cognitive Workload Costs of Logo Panel Detection as Mediated by Driver Age · 2017 · Lau, Mei Ying et al. · archived
  276. Predicting Relative Crash Risk from the Attentional Effects of the Cognitive Demand of Visual-Manual Secondary Tasks ↗ · 2017 · Young, Richard A. · indexed
  277. Effects of mobile phone use on driving performance in a multiresource workload scenario ↗ · 2019 · Niu, Jianwei et al. · indexed
  278. 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
  279. Automation Expectation Mismatch: Incorrect Prediction Despite Eyes on Threat and Hands on Wheel ↗ · 2018 · Victor, Trent et al. · indexed
  280. Modeling Intradriver Steering Variability Based on Sensorimotor Control Theories ↗ · 2018 · Abbink, David A. · indexed
  281. Factors influencing emotional driving: examining the impact of arousal on the interplay between age, personality, and driving behaviors · 2025 · Shangguan, Zhegong et al. · archived
  282. Recherche d’indicateurs électrodermaux pour l’analyse de la charge mentale en conduite automobile ↗ · 2009 · Clarion, Antoine · indexed
  283. Changes in driver behaviour as a function of handsfree mobile phones— A simulator study · 1994 · Alm, Håkan et al. · archived
  284. Risk Communication Strategies and Existing Alcohol- Impaired and Distracted Driving Safety Messages [Traffic Tech] · 2023 · NHTSA · archived
  285. Effects of Auditory Working Memory Tasks while Switching between Autonomous and Manual Driving ↗ · 2016 · McCarty, Madeleine M. et al. · indexed
  286. Cognitive Distraction: Something to Think About · 2013 · AAA Foundation for Traffic Safety · archived
  287. 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
  288. Behavioral adaptation to advanced driver-assistance systems ↗ · 2010 · Hiraoka, Toshihiro et al. · indexed
  289. An Investigation of Peer Influences on Risky Child and Adolescent Pedestrian Road Crossing: Final Report · 2016 · Plumert, Jodie M. et al. · archived
  290. Automatic and Controlled Processing Approach to Interpreting Vigilance Performance ↗ · 1985 · Fisk, Arthur D. · indexed
  291. Validating two assessment strategies for visual and cognitive load in a simulated driving task ↗ · 2016 · Castro, S et al. · indexed
  292. Age Related Changes in Cognitive Response Style in the Driving Task: Part II · 2013 · Reimer, Bryan · archived
  293. NHTSA DRIVER DISTRACTION RESEARCH: PAST, PRESENT, AND FUTURE ↗ · 2001 · Ranney, Thomas A. et al. · indexed
  294. NHTSA DRIVER DISTRACTION RESEARCH: PAST, PRESENT, AND FUTURE ↗ · 2001 · Ranney, Thomas A. et al. · indexed
  295. Behavioral correlates of individual differences in road-traffic crash risk: An examination of methods and findings. ↗ · 1993 · Elander, James et al. · indexed
  296. Susceptibility to Driver Distraction Questionnaire · 2014 · Feng, Jing et al. · archived
  297. Cognitive Distraction While Multitasking in the Automobile ↗ · 2011 · Strayer, David L. et al. · indexed
  298. Attention: Theory, Principles, Models and Applications ↗ · 2021 · Wickens, Christopher D. · indexed
  299. Supervising the self-driving car: Situation awareness and fatigue during highly automated driving ↗ · 2023 · McKerral, Angus et al. · indexed
  300. Driver arousal and workload under partial vehicle automation: A pilot study · 2020 · Lohani, M et al. · archived
  301. Scene-aware driver state understanding in car-following behaviors ↗ · 2017 · Xu, Donghao et al. · indexed
  302. Attention to the second language ↗ · 2007 · Wickens, C. D. · indexed
  303. Saliency-Based Attention Shifting: A Framework for Improving Driver Situational Awareness of Out-of-Label Hazards · 2025 · Shleibik, Yousra et al. · archived
  304. Modeling and Prediction of Human Driver Behavior: A Survey. · 2020 · Brown, Kyle et al. · archived
  305. Modeling the Impact of Automation on Driver Distraction: A Queuing Theory Approach ↗ · 2025 · Parker, Jah’inaya et al. · indexed
  306. 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
  307. Investigation of Driver Adaptations in a Mixed Traffic Environment · 2024 · Kondyli, Alexandra et al. · archived
  308. The Theory of Risk Homeostasis: Implications for Safety and Health ↗ · 1982 · Wilde, Gerald J.S. · indexed
  309. A study of the factors affecting driving risk perception using the Bivariate Ordered Probit model ↗ · 2022 · Sahebi, Sina et al. · indexed
  310. Taxonomy, Open Challenges, Motivations, and Recommendations in Driver Behavior Recognition: A Systematic Review ↗ · 2024 · al-qaysi, ziadoon · indexed
  311. Blink Rate as a Measure of Driver Workload during Simulated Driving ↗ · 2020 · Yahoodik, Sarah et al. · indexed
  312. Assessment of driver fatigue-related brain responses and causal factors during driving under different traffic conditions · 2024 · Adachi, Masataka et al. · archived
  313. Situation Awareness, Mental Workload, and Trust in Automation: Viable, Empirically Supported Cognitive Engineering Constructs ↗ · 2008 · Parasuraman, Raja et al. · indexed
  314. Risk-Taking Behavior and Traffic Safety: Symposium Proceedings: October 19–22, 1997 Chatham, Massachusetts · 1997 · NHTSA · archived
  315. Drivers’ situational awareness of surrounding vehicles during takeovers: Evidence from a driving simulator study ↗ · 2024 · Jia, Lesong et al. · indexed
  316. Predicting Lane Keeping Behavior of Visually Distracted Drivers Using Inverse Suboptimal Control · 2016 · Schmitt, Felix et al. · archived
  317. Distracted Driving: It is not always a choice · 2016 · Hunter, Michael P. et al. · archived
  318. Driver Fatigue and Safety: A Transactional Perspective ↗ · 2017 · Neubauer, Catherine et al. · indexed
  319. On attentional control and the aging driver ↗ · 2013 · Watson, JM et al. · indexed
  320. Attentional capacity matters for visuomotor adaptation to a virtual reality driving simulator · 2024 · Lobjois, Régis et al. · archived
  321. Role of Monotonous Attention in Traffic Violations, Errors, and Accidents · 2001 · Sümer, Nebi et al. · archived
  322. Effect of human–machine interface infotainment systems and automated vehicles on driver distraction ↗ · 2024 · Abbasi, Elahe et al. · indexed
  323. The role of self-regulation in the context of driver distraction: A simulator study ↗ · 2016 · Wandtner, Bernhard et al. · indexed
  324. Assessing the Effects of In-Vehicle Tasks on Driving Performance ↗ · 2011 · Horrey, William J. · indexed
  325. Human Performance in Vehicle Driving · 2026 · Abendroth, Bettina et al. · archived
  326. Identification of Motivations for Unsafe Driving Actions and Potential Countermeasures · 1982 · Marks, M. E. (Mary E.) et al. · archived
  327. Attentional capture in driving displays ↗ · 2016 · Arexis, Mahé et al. · indexed
  328. Driver Situation Awareness and Cognitive Workload Effects of Novel Interchange Configurations and Associated Signage · 2022 · Liu, Yunmei et al. · archived
  329. Automation Confusion: Mental Models for Safe Vehicle Adoption ↗ · 2023 · Biondi, FN · indexed
  330. 764 The impact of working memory and selective attention on road safety ↗ · 2016 · Galéra, Cédric et al. · indexed
  331. A Two-Level Model of Driver Steering Behavior ↗ · 1978 · Donges, Edmund · indexed
  332. Risk Representation, Perception, and Propensity in an Integrated Human Lane-Change Decision Model ↗ · 2022 · Jiang, Longsheng et al. · indexed
  333. A Taxonomy and Review of Algorithms for Modeling and Predicting Human Driver Behavior · 2025 · Bhattacharyya, Raunak et al. · archived
  334. 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
  335. 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
  336. Situation Awareness Classification Using Multi-modal Sensing in Automated Driving ↗ · 2021 · Liang, Nade et al. · indexed
  337. Great expectations: a predictive processing account of automobile driving · 2017 · Engström, Johan et al. · archived
  338. Wakefulness-Keeping Effect and Driving Safety by Active Action While Driving · 2017 · Ibe, Tatsuro et al. · archived
  339. Comparing and validating models of driver steering behaviour in collision avoidance and vehicle stabilisation · 2014 · Markkula, G. et al. · archived
  340. B-88 * Neurocognitive Correlates of Driving Behavior ↗ · 2014 · Kosmidis, M. et al. · indexed
  341. Attention maintenance training: Are young drivers getting better or being more strategic? ↗ · 2019 · Unverricht, James et al. · indexed
  342. 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
  343. 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
  344. Situational Awareness, Drivers Trust in Automated Driving Systems and Secondary Task Performance · 2019 · Petersen, Luke et al. · archived
  345. CAR DRIVER BEHAVIOR DURING PRE-CRASH SITUATION: ANALYSIS WITH THE BCD MODEL ↗ · 2011 · Pacaux‐Lemoine, Marie‐Pierre et al. · indexed
  346. Which factors lead to driving errors? A structural equation model analysis through a driving simulator experiment ↗ · 2019 · Papantoniou, Panagiotis et al. · indexed
  347. Integrated Deployment Architecture for Predictive Real-Time Traffic Routing Incorporating Human Factors Considerations · 2014 · Song, Dongyoon et al. · archived
  348. The influence of cognitive distractions and driving experience on hazard perception performance ↗ · 2025 · Sun, Meng et al. · indexed
  349. Look who's talking now: Implications of AV's explanations on driver's trust, AV preference, anxiety and mental workload · 2019 · Du, Na et al. · archived
  350. Look who's talking now: Implications of AV's explanations on driver's trust, AV preference, anxiety and mental workload · 2019 · Haspiel, Jacob · archived
  351. The impact of repeated cognitive tasks on driving performance and visual attention ↗ · 2010 · Wang, Ying et al. · indexed
  352. Traffic Safety and Human Behavior ↗ · 2007 · Shinar, David · indexed
  353. Is the Technology in Your Car Driving You to Distraction? · 2015 · Strayer, David L. · archived
  354. 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
  355. Does driving experience delay overload threshold as a function of situation complexity ↗ · 2013 · Paxion, Julie et al. · indexed
  356. Modeling Driver Characteristics - Driver Behavior in Traffic : [fact sheet] · 2010 · NHTSA · archived
  357. Cognitive workload and driving behavior in persons with hearing loss · 2013 · Thorslund, Birgitta et al. · archived
  358. Driver distraction by advertising: genuine risk or urban myth? · 2003 · Wallace, B. · archived
  359. Traffic Violations and Errors: The Effects of Sensation Seeking and Attention · 2005 · Ayvaşık, H Belgin et al. · archived
  360. The effects of a mobile telephone task on driver behaviour in a car following situation · 1995 · Alm, Håkan et al. · archived
  361. Analysis of driver behavior at grade-separated intersections to support design ↗ · 2024 · Liu, Y. et al. · indexed
  362. Discrete task switching in overload: A meta-analyses and a model · 2015 · Wickens, Christopher D. et al. · archived
  363. 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
  364. Workload and Situation Awareness ↗ · 2000 · Wickens, Christopher D. · indexed
  365. 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
  366. 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
  367. A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving · 2019 · Strayer, David L. · archived
  368. 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
  369. An Assessment of Driver Drowsiness, Distraction, and Performance in a Naturalistic Setting · 2011 · Barr, Lawrence et al. · archived
  370. The effect of navigation modalities on driver performance, workload and user experience: a simulator study · 2026 · Norell, Marius Brudvik et al. · archived
  371. Quantifying the Individual Differences of Driver' Risk Perception with Just Four Interpretable Parameters · 2022 · Chen, Chen et al. · archived
  372. Mapping drivers’ mental models of adaptive cruise control to performance ↗ · 2021 · Gaspar, John et al. · indexed
  373. Impact of Temporary Browsing Restrictions on Drivers’ Situation Awareness When Interacting with In-Vehicle Infotainment Systems · 2022 · Meyer, Jason et al. · archived
  374. Situation awareness and driving performance in a simulated navigation task ↗ · 2007 · Ma, Ruiqi et al. · indexed
  375. Evaluating the Impact of Processing Spoken Words on Driving ↗ · 2012 · Rossi, Riccardo et al. · indexed
  376. Risk homeostasis theory and traffic accidents: propositions, deductions and discussion of dissension in recent reactions ↗ · 1988 · Wilde, Gerald J.S. · indexed
  377. Dynamic workload fluctuations in driver/non-driver conversational dyads · 2017 · Strayer, DL et al. · archived
  378. Personalizing driver safety interfaces via driver cognitive factors inference · 2024 · Sumner, Emily S. et al. · archived
  379. Divergence in situation awareness and workload ↗ · 2024 · Endsley, Mica R. et al. · indexed
  380. Visual Attention and Roadway Landmark Identification in At-Risk Older Drivers, · 2001 · Crowe, Amy et al. · archived
  381. Load Theory of Selective Attention and Cognitive Control. ↗ · 2004 · Lavie, Nilli et al. · indexed
  382. Visual and Cognitive Demands of a Large Language Model-Powered In-vehicle Conversational Agent · 2026 · Monk, Chris et al. · archived
  383. Dissociating Eye Movements and Workload on Lateral Lane Position Variability ↗ · 2010 · Medeiros-Ward, Nathan et al. · indexed
  384. Situation awareness: Valid or fallacious? · 2015 · Carsten, Oliver et al. · archived
  385. Development of Situational Awareness Enhancing System for Manual Takeover of AV · 2023 · Li, Yujie et al. · archived
  386. Cooperation between drivers and automation: implications for safety ↗ · 2008 · Hoc, Jean-Michel et al. · indexed
  387. SYNTHESIS OF HUMAN FACTORS RESEARCH ON OLDER DRIVERS AND HIGHWAY SAFETY, Volume I: Older Driver Research Synthesis · 1999 · Staplin, Loren et al. · archived
  388. Identifying the Causes of Drivers’ Hazardous States Using Driver Characteristics, Vehicle Kinematics, and Physiological Measurements · 2018 · Darzi, Ali et al. · archived
  389. Assessing cognitive distraction in the automobile · 2015 · Strayer, DL et al. · archived
  390. Policy Framing and Behavioural Structure in Road Pricing: A Comparative Structural Equation Model Analysis of Congestion and Safety Narratives ↗ · 2026 · Barrera-Jimenez, Humberto · indexed
  391. Should I Stay or Should I Go? Cognitive Modeling of Left-Turn Gap Acceptance Decisions in Human Drivers · 2022 · Zgonnikov, Arkady et al. · archived
  392. Modeling of takeover variables with respect to driver situation awareness and workload for intelligent driver assistance ↗ · 2019 · Tanshi, Foghor et al. · indexed
  393. Change in Mental Models of ADAS in Relation to Quantity and Quality of Exposure · 2023 · AAA Foundation for Traffic Safety · archived
  394. Assessing Drivers' Mental Model Of Advanced Driver Assistance Systems Using Signal Detection Theory · 2023 · Huang, Chunxi et al. · archived
  395. Change in Mental Models of ADAS in Relation to Quantity and Quality of Exposure · 2023 · Pradhan, Anuj K. et al. · archived
  396. Towards a Human-Centred Cognitive Model of Visuospatial Complexity in Everyday Driving · 2020 · Suchan, Jakob · archived
  397. Getting away with texting: Behavioural adaptation of drivers engaging in visual-manual tasks while driving · 2018 · Oviedo-Trespalacios, Óscar · archived
  398. Multimodal Sensing and Computational Intelligence for Situation Awareness Classification in Autonomous Driving ↗ · 2023 · Liang, Nade et al. · indexed
  399. 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
  400. 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
  401. Mind Wandering Behind the Wheel ↗ · 2011 · He, Jibo et al. · indexed
  402. External and internal risk of the user in road safety and the necessity for a control process ↗ · 2011 · Colonna, Pasquale et al. · indexed
  403. Modeling Driver Behavior during Automated Vehicle Platooning Failures · 2021 · McDonald, Anthony D et al. · archived
  404. Studying driving behavior and risk perception: a road safety perspective in Egypt · 2022 · Sayed, Islam et al. · archived
  405. CoCAtt: A Cognitive-Conditioned Driver Attention Dataset (Supplementary Material) · 2022 · Shen, Yuan et al. · archived
  406. Passenger and cell phone conversations in simulated driving. ↗ · 2008 · Strayer, David L. et al. · indexed
  407. Driver-Pedestrian Perceptual Models Demonstrate Coupling: Implications for Vehicle Automation ↗ · 2022 · Domeyer, Joshua E. et al. · indexed
  408. The crosstalk hypothesis: Why language interferes with driving. ↗ · 2012 · Strayer, David L. et al. · indexed
  409. Attention Factors Compared to Other Predictors of Simulated Driving
Performance Across Age Groups ↗ · 2011 · Barks, Richard et al. · indexed
  410. Driver Stress and Performance on a Driving Simulator ↗ · 1998 · Matthews, Gerald et al. · indexed
  411. Understanding the Psychological Factors Underlying Smartphone Related Distracted Driving: Exploratory Analysis Using a Nationwide Survey · 2018 · Konduri, Karthik et al. · archived
  412. Spotlighting distraction in artificial intelligence driver assistance systems · 2023 · Cardoso, Bruno et al. · archived
  413. Effects of Traffic Conditions on Driver Takeover Performance and Situational Awareness ↗ · 2023 · Jia, Lesong et al. · indexed
  414. Evidence accumulation modelling in the wild: understanding safety-critical decisions · 2022 · Boag, Russell J. et al. · archived
  415. Contemporary issues in road user behavior and traffic safety ↗ · 2005 · Hennessy, Dwight A. et al. · indexed
  416. Understanding the psychosocial factors influencing the risky behaviour of young drivers · 2009 · Bridie Scott‐Parker et al. · archived
  417. Assessing the Ghanaian driver's susceptibility to distraction engagement · 2025 · Sam, Enoch F. · archived
  418. The relationship between lifestyle, driving anger and dangerous driving behaviours - China · 2023 · Zhai, Chenzhao et al. · archived
  419. In-Vehicle Interface Adaptation to Environment-Induced Cognitive Workload · 2022 · Meiser, Elena et al. · archived
  420. 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
  421. Approaches for loss of vigilance in vehicle automation: a meta-analytical study ↗ · 2017 · Gonçalves, Rafael Cirino et al. · indexed
  422. The distraction potential of driving a partially automated vehicle through a construction zone · 2025 · Biondi, F et al. · archived
  423. The roles of working memory capacity, visual attention and age in driving performance · 2010 · Lambert, AE et al. · archived
  424. Physiological and Response Measurements in Driving Tasks ↗ · 1972 · Weir, David H. et al. · indexed
  425. Context-dependent modulation of spatial attention: prioritizing behaviourally relevant stimuli · 2025 · Britt, Noah et al. · archived
  426. DRIVER FATIGUE: CONCEPTS, MEASUREMENT AND CRASH COUNTERMEASURES ↗ · 1988 · Haworth, Narelle et al. · indexed
  427. WORK-RELATED ROAD ACCIDENTS ↗ · 2003 · Broughton, J et al. · indexed
  428. Enhancing Automated Vehicle Safety Through Testing with Realistic Driver Models · 2023 · Garcia, Alfredo et al. · archived
  429. Prevalence of drowsy driving and modeling its intention: An Indonesian case study ↗ · 2023 · Rahmadiyani, Rani et al. · indexed
  430. Competing for cognitive resources: Measuring workload in a time pressured dual-task environment. · 2018 · Strayer, David L. et al. · archived
  431. 5. Probabilistic driver modeling ↗ · 2017 · Driggs-Campbell, Katherine et al. · indexed
  432. The Dynamics of Attention Across Automated and Manual Driving Modes: A Driving Simulation Study ↗ · 2026 · Cai, Yuan et al. · indexed
  433. Advanced vehicle technology: Mapping mental model accuracy and system exposure to driver behavior ↗ · 2021 · Benson, Aaron et al. · indexed
  434. Feature-based attentional set as a cause of traffic accidents ↗ · 2007 · Most, Steven B. et al. · indexed
  435. An opportunity cost model of subjective effort and task performance ↗ · 2013 · Kurzban, Robert et al. · indexed
  436. The Impact of Modality, Technology Suspicion, and NDRT Engagement on the Effectiveness of AV Explanations · 2023 · Esterwood, Connor · archived
  437. Driver Behaviour and Training ↗ · 2017 · Dorn, Lisa · indexed
  438. Mental workload of common voice-based vehicle interactions across six different vehicle systems · 2014 · Cooper, JM et al. · archived
  439. The Manchester driver behaviour questionnaire: self-reports of aberrant behaviour among Czech drivers · 2014 · Šucha, Matúš et al. · archived
  440. 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
  441. 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
  442. Cumulative Progress in Formal Theories of Attention ↗ · 2004 · Logan, Gordon D. · indexed
  443. Human Factors Laboratory [Fact Sheet] · 1988 · NHTSA · archived
  444. Let Complexity Bring Clarity: A Multidimensional Assessment of Cognitive Load Using Physiological Measures · 2022 · Nilsson, Emma J. et al. · archived
  445. Behavioral decision‐making model of the intelligent vehicle based on driving risk assessment ↗ · 2019 · Zheng, Xunjia et al. · indexed
  446. 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
  447. Mental Workload of Common Voice-Based Vehicle Interactions across Six Different Vehicle Systems · 2014 · AAA Foundation for Traffic Safety · archived
  448. Principles and Practice of Aviation Psychology · 2002 · Tsang, Pamela S. · archived
  449. 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
  450. Effects of non-driving related tasks on mental workload and take-over times during conditional automated driving · 2021 · Müller, Andreas et al. · archived
  451. HOW CAN WE TRAIN SAFE DRIVING ↗ · 1989 · Brown, I D · indexed
  452. Modeling Drivers’ Takeover Behavior Depending on the Criticality of Driving Situations and the Complexity of Secondary Tasks ↗ · 2019 · Tanshi, Foghor et al. · indexed
  453. Unravelling the Physiological Correlates of Mental Workload · 2022 · John, Alka Rachel et al. · archived
  454. Countermeasures to Loss of Alertness in Motor Vehicle Drivers: A Taxonomy and Evaluation ↗ · 1991 · Mackie, Robert R. et al. · indexed
  455. Social Interaction Patterns in Driver Behavior: An Introductory Review ↗ · 1976 · Wilde, Gerald J.S. · indexed
  456. Subtle motion cues by automated vehicles can nudge human drivers’ decisions: Empirical evidence and computational cognitive model · 2023 · Abbink, David A. · archived
  457. 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
  458. 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
  459. A Pilot Study Verifying How the Curve Information Impacts on the Driver Performance with Cognition Model ↗ · 2013 · Zhao, Xiaohua et al. · indexed
  460. Cell-Phone–Induced Driver Distraction · 2007 · Strayer, David L. et al. · archived
  461. Understanding risky driving among motorized two-wheeler drivers: time-related anxiety and impunctuality · 2023 · Gupta, Monik et al. · archived
  462. Vigilance Requires Hard Mental Work and Is Stressful ↗ · 2008 · Warm, Joel S. et al. · indexed
  463. Modeling and analysis of driver behaviour under shared control through weighted visual and haptic guidance · 2022 · Wang, Zheng et al. · archived
  464. “I’d like an Explanation for That!”Exploring Reactions to Unexpected Autonomous Driving ↗ · 2020 · Wiegand, Gesa et al. · indexed
  465. Fatigue and Voluntary Utilization of Automation in Simulated Driving ↗ · 2012 · Neubauer, Catherine et al. · indexed
  466. Alcohol Effects on Driver Risk Taking ↗ · 1978 · Allen, R. Wade et al. · indexed
  467. 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
  468. 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
  469. Stabilization Time after Mode Switch in Conditionally Automated Driving: Focusing on Drivers Cognitive Load and Visual Attention ↗ · 2025 · Li, Yujin et al. · indexed
  470. 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
  471. Stabilization Time after Mode Switch in Conditionally Automated Driving: Focusing on Drivers’ Cognitive Load and Visual Attention ↗ · 2025 · Li, Yujin et al. · indexed
  472. Individual Differences in Glance Patterns under Distraction in Level 2 Automated Driving ↗ · 2020 · Yang, Shiyan et al. · indexed
  473. Psychological and Psychophysiological Models of Pilot Performance for Systems Development and Mission Evaluation ↗ · 2002 · Svensson, Erland et al. · indexed
  474. Psychological and sociodemographic characteristics of accident involved drivers : a survey of the literature. · 1976 · Lynn, Cheryl · archived
  475. Occupational driver safety: Conceptualising a leadership-based intervention to improve safe driving performance · 2011 · Newnam, Sharon et al. · archived
  476. An investigation of driver distraction near the tipping point of traffic flow stability · 2009 · Cooper, JM et al. · archived
  477. A MODEL FOR EVALUATING DRIVERS' MEAN SPEED : USING PSYCHOLOGICAL AND DRIVING SIMULATOR DATA · 2023 · javanbakht, navid et al. · archived
  478. Development of the Driver Metacognition Questionnaire: A Scale to Measure Metacognitive Awareness While Driving ↗ · 2025 · Love, Steven et al. · indexed
  479. This is your brain on autopilot: Neural indices of driver workload and engagement during partial vehicle automation · 2023 · McDonnell, AS et al. · archived
  480. The Motor-Vehicle Driver: His Nature and Improvement · 1949 · Kramer, Milton D., 1915- · archived
  481. The Mind-Wandering Phenomenon While Driving: A Systematic Review ↗ · 2025 · Voinea, Gheorghe-Daniel et al. · indexed
  482. Fatigue and Automation-Induced Impairments in Simulated Driving Performance ↗ · 1998 · Desmond, Paula A. et al. · indexed
  483. Heavy vehicle driver workload assessment. Task 2, standard vehicle configuration/specifications · 1996 · Turanski, Alan et al. · archived
  484. Nudging human drivers via implicit communication by automated vehicles: Empirical evidence and computational cognitive modeling · 2024 · Abbink, David A. · archived
  485. Multiple Resource Time Sharing Models ↗ · 2004 · Wickens, Christopher D. · indexed
  486. Characterisation of mental models in a virtual reality-based multitasking scenario using measures of situation awareness ↗ · 2009 · Zhang, Tao et al. · indexed
  487. Exploring Monitoring Systems Data for Driver Distraction and Drowsiness Research ↗ · 2020 · Lobo, António et al. · indexed
  488. The Multiple Resource Theory and Model. Some Misconceptions in Data Interpretations ↗ · 2024 · Wickens, Christopher D. · indexed
  489. Improved driver modeling for human-in-the-loop vehicular control · 2015 · Driggs-Campbell, Katherine et al. · archived
  490. Dimensions of driver stress ↗ · 1989 · GULIAN, E. et al. · indexed
  491. Cell phone-related driver distraction: Habits predict behavior over and above the theory of planned behavior variables ↗ · 2023 · Demir, Basar et al. · indexed
  492. Identification of Human Driver Critical Behaviors and Related Reliability Evaluation in Real Time · 2022 · He, Chao et al. · archived
  493. Identification of Human Driver Critical Behaviors and Related Reliability Evaluation in Real Time · 2022 · He, Chao et al. · archived
  494. Influence of Task Knowledge and Display Features on Driver Attention to Cluttered Navigation Displays ↗ · 2017 · Pankok, Carl et al. · indexed
  495. MEDIRL: Predicting the Visual Attention of Drivers via Maximum Entropy Deep Inverse Reinforcement Learning · 2021 · Baee, Sonia et al. · archived
  496. Factors influencing visual search in complex driving environments. · 2016 · Hunter, Michael P. et al. · archived
  497. Maintaining Situational Awareness: The Role of Visual Attention ↗ · 1999 · Chaparro, Alex et al. · indexed
  498. Modeling the Control of Attention in Visual Workspaces ↗ · 2011 · Steelman, Kelly S. et al. · indexed
  499. Driver distraction and inattention in the USA large truck and national motor vehicle crash causation studies ↗ · 2009 · Craft, R et al. · indexed
  500. Drivers’ self-regulatory behaviors in active and responsive scenarios ↗ · 2023 · Zhang, Yaping et al. · indexed
  501. Multitasking in the Automobile ↗ · 2006 · Strayer, David L. et al. · indexed
  502. Cell phone-induced failures of visual attention during simulated driving · 2003 · Drews, Frank A. et al. · archived
  503. Toward More Realistic Driving Behavior Models for Autonomous Vehicles in Driving Simulators ↗ · 2003 · Al-Shihabi, Talal et al. · indexed
  504. Human Decision-Making in High-Risk Driving Scenarios: A Cognitive Modeling Perspective ↗ · 2024 · Li, Zheng et al. · indexed
  505. In-vehicle work zone messages : final report. · 2017 · Craig, Curtis M. et al. · archived
  506. Assessing the effects of in-vehicle tasks on driving performance ↗ · 2012 · Horrey, William J. · indexed
  507. A Review of Near-Collision Driver Behavior Models · 2012 · Markkula, Gustav et al. · archived
  508. Cardiac Autonomic Control During Simulated Driving With a Concurrent Verbal Working Memory Task ↗ · 2009 · Lenneman, John K. et al. · indexed
  509. Real-time prediction of short-timescale fluctuations in cognitive workload · 2021 · Boehm, U et al. · archived
  510. An investigation into how work-related road safety can be enhanced ↗ · 2008 · Banks, Tamara D. · indexed
  511. Dual-Task Performance: Theoretical Analysis and an Event-Coding Account · 2020 · Hommel, Bernhard · archived
  512. Toward a Theory of Situation Awareness in Dynamic Systems ↗ · 2017 · Endsley, Mica R. · indexed
  513. Increased visual and cognitive demands emphasize the importance of meeting visual needs at all distances while driving · 2021 · Patoine, Amigale et al. · archived
  514. Classification systems for individual differences in multiple-task performance and subjective estimates of workload ↗ · 1984 · Damos, Diane L. · indexed
  515. Increased visual and cognitive demands emphasize the importance of meeting visual needs at all distances while driving · 2020 · Patoine, Amigale et al. · archived
  516. Cardiac Measures of Driver Workload during Simulated Driving with and without Visual Occlusion ↗ · 2003 · Backs, Richard W et al. · indexed
  517. Predicting Driver Fatigue in Monotonous Automated Driving with Explanation using GPBoost and SHAP ↗ · 2021 · Zhou, Feng et al. · indexed
  518. Impact of non-driving related tasks while operating automated driving systems (ADS): A systematic review ↗ · 2023 · Pradhan, Anuj K. · indexed
  519. The Driving Safety Field Based on Driver–Vehicle–Road Interactions ↗ · 2015 · Wang, Jianqiang et al. · indexed
  520. 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
  521. 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
  522. Workload overload modeling ↗ · 2014 · Gutzwiller, Robert S. et al. · indexed
  523. Effects of In-Vehicle Distracter Complexity on Driving and Emergency Response Performance · 2002 · Manser, Michael P. et al. · archived
  524. Advanced driver assistance systems: Using multimodal redundant warnings to enhance road safety ↗ · 2017 · Biondi, FN et al. · indexed
  525. Road user behaviour, theory and research ↗ · 1988 · Rothengatter, Talib et al. · indexed
  526. Cognitive Workload Estimation in Conditionally Automated Vehicles Using Transformer Networks Based on Physiological Data · 2024 · Wang, Ange et al. · archived
  527. Cognitive load while driving impairs memory of moving but not stationary elements within the environment. ↗ · 2014 · Blalock, Lisa Durrance et al. · indexed
  528. The Vigilance Decrement Reflects Limitations in Effortful Attention, Not Mindlessness ↗ · 2003 · Grier, Rebecca A. et al. · indexed
  529. Exploring driving anger-caused impairment of takeover performance among professional taxi drivers · 2024 · Pan, Hengyan et al. · archived
  530. Need Safer Taxi Drivers? Use Psychological Characteristics to Find or Train! ↗ · 2020 · Aghabayk, Kayvan et al. · indexed
  531. Talking on the Phone While Driving: A Literature Review on Driving Simulator Studies ↗ · 2022 · Boboc, Răzvan Gabriel et al. · indexed
  532. Book Review · 2005 · Brookhuis, Karel · archived
  533. Attention tasks as skills performance measures of drug effects. · 1984 · Moskowitz, H · archived
  534. Humans and intelligent vehicles : the hope, the help, and the harm. · 2016 · Fisher, Donald L. et al. · archived
  535. Effort in Human Factors Performance and Decision Making ↗ · 2014 · Wickens, Christopher D. · indexed
  536. An Expansive Survey, in Clear and Vivid Form: Proctor and Vu's (2023) <i>Attention</i> ↗ · 2023 · McCarley, Jason S. et al. · indexed
  537. Predicting Driver Fatigue in Automated Driving with Explainability · 2021 · Zhou, Feng et al. · archived
  538. Modeling driver behavior during complex maneuvers ↗ · 2013 · Lin, Theresa et al. · indexed
  539. The interaction between driver mental and physical conditions and errors causing traffic accidents: An analytical approach ↗ · 1978 · Shinar, David et al. · indexed
  540. Intelligent route guidance: will the new horse be as good as the old? ↗ · 2003 · Noy, Y. Ian · indexed
  541. 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
  542. Age-Related Differences in Pro-active Driving Behavior Revealed by EEG Measures · 2018 · Getzmann, Stephan et al. · archived
  543. How do drivers mitigate the effects of naturalistic visual complexity? · 2023 · Suchan, Jakob · archived
  544. Modeling driver-vehicle interaction in automated driving Modellierung der Fahrer-Fahrzeug-Interaktion beim automatisierten Fahren · 2022 · Nobari, Khazar Dargahi et al. · archived
  545. Alcohol impairs driver attention and prevents compensatory strategies · 2023 · Ahlstrom, Christer · archived
  546. Roadside advertising and the distraction of driver’s attention · 2017 · Adam, Tarnowski et al. · archived
  547. Effect of Active and Passive Fatigue on Performance Using a Driving Simulator ↗ · 2008 · Saxby, Dyani et al. · indexed
  548. Dynamic Real-Time Prediction of Drivers’ Risk Perception Using Deep Learning and Driving Simulator Data ↗ · 2026 · Masud, Saumik Sakib Bin et al. · indexed
  549. Effects of Driver Fatigue Monitoring – An Expert Survey · 2007 · Karrer, Katja et al. · archived
  550. DEV: A Driver-Environment-Vehicle Closed-Loop Framework for Risk-Aware Adaptive Automation of Driving · 2025 · Halin, Anaïs et al. · archived
  551. Examining the Effects of Emotional Valence and Arousal on Takeover Performance in Conditionally Automated Driving · 2020 · Zhou, Feng et al. · archived
  552. Effects of Practice on Interference from an Auditory Task While Driving: A Simulation Study · 2004 · Shinar, David et al. · archived
  553. 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
  554. The effects of voice system design components on driver workload ↗ · 2018 · Getty, D et al. · indexed
  555. Capacity Theory as a Model of Cortical Behavior ↗ · 2000 · Handy, Todd C. · indexed
  556. Exploring rear-end roadway crashes from the driver&#039;s perspective · 1998 · Kostyniuk, Lina P. et al. · archived
  557. The Influence of Visual-Manual Distractions on Anticipatory Driving · 2022 · He, Dengbo et al. · archived
  558. Human factors of in-vehicle driver information systems : an executive summary · 1997 · Green, P. · archived
  559. Subjective Workload and Individual Differences in Information Processing Abilities ↗ · 1984 · Damos, Diane L. · indexed
  560. Examining the impact of ASE (automated speed enforcement) in work zones on driver attention : final report. · 2016 · Morris, Nichole et al. · archived
  561. RESEARCH ON OLDER DRIVERS: A REVIEW ↗ · 1996 · Li, Fuzhong · indexed
  562. Combining Driving Automation Intent and Hazard Information with an Attention Reminder System: Is More Information Always Better? ↗ · 2025 · Kanaan, Dina et al. · indexed
  563. Learning to Take Risks: Risk-Taking by Young Male Drivers in the ACT 1 ↗ · 2004 · Styles, T et al. · indexed
  564. Making driver modeling attractive ↗ · 2005 · Pellecchia, A. et al. · indexed
  565. 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
  566. Defining Driver Distraction ↗ · 2005 · Pettitt, Michael et al. · indexed
  567. The Effects of Cognitive and Visual Workload on Peripheral Detection in the Detection Response Task ↗ · 2018 · van Winsum, Wim · indexed
  568. 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
  569. Drivers’ ability to learn eco-driving skills; effects on fuel efficient and safe driving behaviour · 2015 · Jamson, Samantha L. et al. · archived
  570. Modeling and Recognition of Driving Behavior Based on Stochastic Switched ARX Model ↗ · 2007 · Sekizawa, S. et al. · indexed
  571. Workshop to Identify Training Requirements Designed to Reduce Young Driver Risk Taking and Improve Decision Making Skills · 1993 · Young, Katherine · archived
  572. 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
  573. Variation in drivers' cognitive load. Effects of driving through village areas and rural junctions · 1991 · Harms, Lisbeth · archived
  574. Embodied Cognitive Architecture to Support Driver Performance ↗ · 2018 · Artifice, Andreia et al. · indexed
  575. The Effect of External Distractions on Novice and Experienced Drivers' Anticipation of Hazards and Vehicle Control · 2023 · Divekar, Gautam · archived
  576. Situation Awareness: Proceed with Caution ↗ · 1995 · Flach, John M. · indexed
  577. Modeling Drivers' Situational Awareness from Eye Gaze for Driving Assistance · 2024 · Biswas, Abhijat et al. · archived
  578. Fuzzy Logic-based Techniques for Human Driver Behavior Modelling during a Simple Lane-changing Task · 2024 · Jirgl, Miroslav et al. · archived
  579. Attentional Control in Young Drivers: Does Training Impact Hazard Anticipation in Dynamic Environments? ↗ · 2020 · Yahoodik, Sarah et al. · indexed
  580. Fully-Automated Driving: The Road to Future Vehicles ↗ · 2011 · Jamson, Hamish et al. · indexed
  581. Identification of human driver models in car following ↗ · 1974 · Burnham, G. et al. · indexed
  582. The effects of mobile telephoning on driving performance · 1991 · Brookhuis, Karel et al. · archived
  583. Attention Theory and Training Research ↗ · 1987 · Connelly, James G. et al. · indexed
  584. 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
  585. The Effects of Momentary Visual Disruption on Hazard Anticipation and Awareness in Driving ↗ · 2014 · Borowsky, Avinoam et al. · indexed
  586. Simulator Study of Effects of Alternative Distraction Mitigation Strategies in Driver Workload Manager ↗ · 2011 · Tijerina, Louis et al. · indexed
  587. Advanced driver assistance systems: Using multimodal redundant warnings to enhance road safety · 2016 · Strayer, David L. et al. · archived
  588. Fatigue States are Multidimensional: Evidence from Studies of Simulated Driving ↗ · 2007 · Saxby, Dyani et al. · indexed
  589. Systematic Review of Research on Driver Distraction in the Context of Advanced Driver Assistance Systems ↗ · 2021 · Pradhan, Anuj K. · indexed
  590. Conceptualization of Human Factors in Automated Driving by Work Domain Analysis ↗ · 2020 · Zhang, You et al. · indexed
  591. A study predicting crashes among a sample of fleet drivers ↗ · 2006 · Davey, Jeremy D. et al. · indexed
  592. Associations between taxi drivers aggressive driving behavior and sleep, cognitive function, and depression · 2024 · Ok, Jong Sun et al. · archived
  593. Estimating Driver Personality Traits From On-Road Driving Data · 2023 · Kimura, Ryusei et al. · archived
  594. Age related changes in cognitive response style in the driving task. · 2009 · Reimer, Bryan · archived
  595. Aware of Scene Vehicles—Probabilistic Modeling of Car-Following Behaviors in Real-World Traffic ↗ · 2019 · Xu, Donghao et al. · indexed
  596. 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
  597. Mobile Phone Use “on the Road”: A Self-Report Study on Young Drivers · 2021 · Fraschetti, Angelo et al. · archived
  598. Underload on the Road: Measuring Vigilance Decrements During Partially Automated Driving · 2021 · McWilliams, Thomas et al. · archived
  599. 80 MPH and out-of-the-loop: Effects of real-world semi-automated driving on driver workload and arousal ↗ · 2018 · Biondi, FN et al. · indexed
  600. The effect of dual training on the hazard response and attention allocation of novice drivers ↗ · 2024 · Huang, Chunxi et al. · indexed
  601. Attention for Vision-Based Assistive and Automated Driving: A Review of Algorithms and Datasets · 2022 · Kotseruba, Iuliia et al. · archived
  602. On Allocating the Eyes ↗ · 2008 · Horrey, William J. · indexed
  603. Training for Attentional Control in Novice Car Drivers: A Simulator Study ↗ · 1998 · Regan, Michael A. et al. · indexed
  604. Driver expectancy in highway design and traffic operations · 1986 · Alexander, Gerson J. et al. · archived
  605. Analysis of microscopic behavior models for probabilistic modeling of driver behavior ↗ · 2016 · Wheeler, Tim A. et al. · indexed
  606. A bibliometric review of research on driver fatigue under conditional automated driving ↗ · 2026 · Ni, Dingan et al. · indexed
  607. A THEORY FOR DRIVER STEERING CONTROL OF MOTOR VEHICLES ↗ · 1968 · Weir, David H. et al. · indexed
  608. Driver Distraction Detection Methods: A Literature Review and Framework · 2021 · Kashevnik, Alexey et al. · archived
  609. Fifty Years of Driving Safety Research ↗ · 2008 · Lee, John D. · indexed
  610. Modeling the decision-making in human driver overtaking · 2020 · Stefansson, Elis et al. · archived
  611. Work Environment, Stress, and Driving Anger: A Structural Equation Model for Predicting Traffic Sanctions of Public Transport Drivers · 2018 · Montoro, Luis et al. · archived
  612. Impact of Cognitive Distractions on Drivers’ Hazard Anticipation Behavior in Complex Scenarios ↗ · 2019 · Ebadi, Yalda et al. · indexed
  613. A Predictive Model of Driver Response in an Autonomous Environment ↗ · 2015 · Samuel, Siby et al. · indexed
  614. Multivariate Statistical Analysis of Public Transit Bus Driver Distraction ↗ · 2012 · D'Souza, Kelwyn et al. · indexed
  615. Evaulating the impact on driving of the processing of spoken words: experiments with a driving simulator ↗ · 2012 · Rossi, Riccardo et al. · indexed
  616. Evaluation on induction of driver fatigue in driving different traffic condition: An EEG study <sup>*</sup> ↗ · 2023 · Adachi, Masataka et al. · indexed
  617. Development of Active and Passive Fatigue Manipulations Using a Driving Simulator ↗ · 2007 · Saxby, Dyani et al. · indexed
  618. Talking to your car can drive you to distraction · 2016 · Strayer, DL et al. · archived
  619. Measuring cognitive distraction in the automobile · 2013 · Strayer, DL et al. · archived
  620. A Review of Research on Driving Styles and Road Safety ↗ · 2015 · Sagberg, Fridulv et al. · indexed
  621. Effects of Working Memory Load and Repeated Scenario Exposure on Emergency Braking Performance ↗ · 2010 · Engström, Johan et al. · indexed
  622. Learning to take risks: the influence of age and experience on risky driving behaviour in the ACT ↗ · 2004 · Styles, T et al. · indexed
  623. Investigation of Behavioral Adaptation to Lane Departure Warnings ↗ · 2002 · Rudin-Brown, Christina M. et al. · indexed
  624. Mental workLoad Accumulation Effect of Mobile Phone Distraction in L2 Autopilot Mode · 2022 · Zhao, Hongfei et al. · archived
  625. The Cognitive Science of Attention and Emotion ↗ · 1999 · Matthews, Gerald et al. · indexed
  626. Subjective mental workload measurement using video fragments ↗ · 2014 · Christoph, M. et al. · indexed
  627. Strategies for Improved Driver Behavior within Work Zones · 2025 · Mishra, Sabyasachee et al. · archived
  628. Driver heterogeneity in willingness to give control to conditional automation · 2024 · Ansar, Muhammad Sajjad et al. · archived
  629. A cognitive process approach to modeling gap acceptance in overtaking · 2023 · Mohammad, Samir H.A. et al. · archived
  630. 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
  631. Low-Latency Embedded Driver Monitoring System with a Multi-Task Neural Network · 2026 · Scribano, Carmelo et al. · archived
  632. How Perceptual and Cognitive Factors are Involved in a Car Accident: A Case Study ↗ · 2011 · Dominguez, Vanessa et al. · indexed
  633. An integrative, experience-based theory of attentional control ↗ · 2011 · Wilder, Matthew et al. · indexed
  634. Human Performance Models of Pilot Behavior · 2005 · Wickens, C. D. · archived
  635. A novel hazard avoidance model based on young drivers’ characteristics: A driving simulator study ↗ · 2024 · Asadamraji, Morteza et al. · indexed
  636. Nudging human drivers via implicit communication by automated vehicles: Empirical evidence and computational cognitive modeling ↗ · 2024 · Zgonnikov, Arkady et al. · indexed
  637. The prevalence of and crash risk associated with primarily cognitive secondary tasks ↗ · 2019 · Dingus, Thomas A. et al. · indexed
  638. Role of Habits in Cell Phone-Related Driver Distractions · 2020 · Hansma, Braden Joseph et al. · archived
  639. Driver model for the analysis of pre-accident situations ↗ · 2009 · Jurecki, R. et al. · indexed
  640. Human factors evaluation of the effectiveness of multi-modality displays in advanced traveler information systems · 1999 · Liu, Yung-Ching et al. · archived
  641. Research on the impact of driving environment complexity on driving safety based on Driver Sky View Index (DSVI). · 2026 · Quan, L et al. · archived
  642. Control Task Substitution in Semiautomated Driving · 2012 · Carsten, Oliver et al. · archived
  643. 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
  644. Factors Related to Drivers' Self-Reported Willingness to Engage in Distracting In-Vehicle Activities ↗ · 2008 · Horrey, William J. et al. · indexed
  645. 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
  646. Final report on the portable computerized assessments of sleepy drivers in operational environments. · 2011 · Rizzo, Matthew et al. · archived
  647. Task engagement, cerebral blood flow velocity, and diagnostic monitoring for sustained attention. ↗ · 2010 · Matthews, Gerald et al. · indexed
  648. Adaptive Control of Mental Workload ↗ · 2000 · Parasuraman, Raja et al. · indexed
  649. Predicting Drivers’ Speeding Behaviour: A Case-based Reasoning Approach ↗ · 2023 · Zhong, Qiaoting et al. · indexed
  650. Impact des situations d'attention partagée sur le traitement de l'information chez les conducteurs novices ↗ · 2010 · Hamama, H. · indexed
  651. The dynamics of stability and flexibility: How attentional and cognitive control support multitasking under time pressure. · 2025 · Boag, Russell J. et al. · archived
  652. The Effect of Secondary Cognitive Task Difficulty on Headway Maintenance and Perceived Workload While Using Lane Keeping Systems ↗ · 2019 · Liang, Nade et al. · indexed
  653. Intelligent Mobility for Smart Cities: Driver Behaviour Models for Assessment of Sustainable Transport ↗ · 2014 · Dia, Hussein et al. · indexed
  654. A FUZZY LOGIC MODEL OF FREEWAY DRIVER BEHAVIOR ↗ · 1999 · Das, Sanhita · indexed
  655. Cognitive Biases in User Interaction with Automated Vehicles: The Influence of Explainability and Mental Models ↗ · 2025 · Manger, Carina et al. · indexed
  656. Análisis del comportamiento visual del conductor aplicado a la toma de decisiones en vehículos autónomos ↗ · 2023 · Sánchez–Mateo, Sofia · indexed
  657. Detection of Driver Fatigue Caused by Sleep Deprivation · 2009 · Yang, Ji Hyun et al. · archived
  658. In-vehicle driver distractions: characteristics underlying drivers’ risk perceptions ↗ · 2009 · Titchener, Kirsteen et al. · indexed
  659. 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
  660. Effects of unreliable automation, non-driving related task, and takeover time budget on drivers’ takeover performance and workload ↗ · 2022 · Shahini, Farzaneh et al. · indexed
  661. SLEEP DEPRIVATION EFFECTS ON COMPONENTS OF DRIVING BEHAVIOR ↗ · 1958 · Forbes, T. W. et al. · indexed
  662. 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
  663. 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
  664. Trust, cognitive control, and control ↗ · 2006 · Rajaonah, Bako et al. · indexed
  665. Effects of Operating Practices on Commercial Driver Alertness · 1999 · O&#039;Neill, T. R. et al. · archived
  666. The role of control in risk perception on rural roads · 2020 · Starkey, Nicola J. et al. · archived
  667. Passenger and cell phone conversations in simulated driving · 2004 · Drews, Frank A. et al. · archived
  668. Bayesian Models of Attention ↗ · 2014 · Yu, Angela J. · indexed
  669. Towards Cooperative Driving: Involving the Driver in an Autonomous Vehicle's Decision Making · 2016 · Walch, Marcel et al. · archived
  670. The effects of conversation on working memory and situation awareness in simulated driving · 2018 · Heenan, Adam · archived
  671. 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
  672. Examining Driver Situation Awareness in the Takeover Process of Conditionally Automated Driving With the Effect of Age ↗ · 2024 · Ding, Wen et al. · indexed
  673. 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
  674. Predicting Compliance with Speed Limits using Speed Limit Credibility Perception and Risk Perception Data ↗ · 2020 · Yao, Yao et al. · indexed
  675. Driving on Rough Surface Requires Care and Attention · 2017 · Kawamura, Akira et al. · archived
  676. How I reduce fuel consumption: An experimental study on mental models of eco-driving · 2015 · Pampel, Sanna M. et al. · archived
  677. Measuring driving performance by car-following in traffic ↗ · 1994 · BROOKHUIS, KAREL et al. · indexed
  678. Review of driver behaviour modelling for highway on‐ramp merging ↗ · 2024 · Kherroubi, Zine el abidine et al. · indexed
  679. Preface to the Special Issue on Assessment and Effectiveness of Driver Monitoring Systems ↗ · 2023 · Biondi, Francesco et al. · indexed
  680. Research on drivers' hazard perception and visual characteristics before vehicle-to-powered two-wheeler collisions ↗ · 2025 · Wu, Xianhui et al. · indexed
  681. Driver Behavior Analysis for Safe Driving: A Survey ↗ · 2015 · Kaplan, Sinan et al. · indexed
  682. Vigilance decrement during a simulated general aviation flight ↗ · 2010 · Wiggins, Mark W. · indexed
  683. Multiple resources and performance prediction ↗ · 2002 · Wickens, Christopher D. · indexed
  684. Processing resource demands of failure detection in dynamic systems. ↗ · 1979 · Wickens, C. D. et al. · indexed
  685. When is more actually better? expert opinions on assessment of situation awareness in relation to safe driving · 2024 · Zwart, Rins de et al. · archived
  686. Perceptions of Risk and Control: Understanding Acceptance of Advanced Driver Assistance Systems · 2009 · Joshi, Somya et al. · archived
  687. Situation Awareness: Review of Mica Endsley's 1995 Articles on Situation Awareness Theory and Measurement ↗ · 2008 · Wickens, Christopher D. · indexed
  688. Sociocultural factors affecting the incidence of road traffic crashes among drivers: An exploratory qualitative study · 2025 · Masoumi, Gholamreza et al. · archived
  689. Real-Time Prediction of Fluctuations in Cognitive Workload · 2019 · Strayer, David L. et al. · archived
  690. The Effects of Fatigue and Alcohol on Highway Safety · 1981 · Ryder, Joan M. et al. · archived
  691. Classifying Drivers' Cognitive Load Using EEG Signals ↗ · 2017 · Barua Shaibal et al. · indexed
  692. 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
  693. Effectiveness of Workload-Based Drowsy Driving Countermeasures ↗ · 2019 · Rayes, Freddy et al. · indexed
  694. Mental workload of voice interactions with 6 real-world driver interfaces · 2015 · Cooper, JM et al. · archived
  695. Modeling driver behavior under extreme conditions ↗ · 2005 · Hamdar, Samer H. et al. · indexed
  696. The Impact of Driver’s Mental Models of Advanced Vehicle Technologies on Safety and Performance · 2020 · AAA Foundation for Traffic Safety · archived
  697. Driver Models for Both Human and Autonomous Vehicles · 2018 · Kurt, Arda et al. · archived
  698. Cerebral Blood Flow Velocity and Subjective State as Indices of Resource Utilization during Sustained Driving ↗ · 2008 · Reinerman, Lauren E. et al. · indexed
  699. Driver State Regulation via Real-Time Neurofeedback in Partially Automated Driving ↗ · 2020 · Nobari, Khazar Dargahi et al. · indexed
  700. Anticipatory Driving in Automated Vehicles: The Effects of Driving Experience and Distraction · 2023 · He, Dengbo et al. · archived
  701. Effect of Fixed and sEMG-Based Adaptive Shared Steering Control on Distracted Driver Behavior ↗ · 2021 · Wang, Zheng et al. · indexed
  702. Handbook of Human Factors for Automated, Connected, and Intelligent Vehicles ↗ · 2020 · Fisher, Donald L. et al. · indexed
  703. The effects of objective workload on cognitive performance in a field setting: A two‐period cross‐over trial ↗ · 1995 · Parkes, Katharine R. · indexed
  704. Using Interference Models to Predict Performance in a Multiple-Task UAV Environment - 2 UAVs ↗ · 2003 · Wickens, C. D. · indexed
  705. State of science: mental workload in ergonomics · 2014 · Young, Mark S. et al. · archived
  706. Corrigendum: Human mental workload: A survey and a novel inclusive definition · 2022 · Longo, Luca et al. · archived
  707. Prospectus on Multi-Modal Aspects of Human Factors in Transportation · 1991 · Triggs, T.J. et al. · archived
  708. Situation Awareness for Driver-Centric Driving Style Adaptation · 2024 · Haselberger, Johann et al. · archived
  709. Risky Driving Attitudes and Self - Reported Traffic Violations Among Turkish Drivers : the Case of Eskişehir ↗ · 2006 · Yılmaz, Veysel et al. · indexed
  710. DriveAware: Multimodal Wearable Sensing–Based Machine Learning Approaches to Detect Driver Distraction ↗ · 2026 · Montaser, Heba et al. · indexed
  711. Should I stay or should I go? Evidence accumulation drives decision making in human drivers · 2020 · Abbink, David A. · archived
  712. 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
  713. Application of a new Model for Fatigue Identification of Commercial Vehicles Drivers · 2019 · Davidović, Jelica et al. · archived
  714. Drivers’ subjective perceptions of the contextual factors influencing fatigue: A qualitative study of suburban bus drivers in Iran ↗ · 2022 · Khanehshenas, Farin et al. · indexed
  715. 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
  716. Government and Industry Perspectives on Driver Distraction ↗ · 2008 · Tingvall, Claes et al. · indexed
  717. Driver impairment monitoring by physiological measures ↗ · 2019 · Brookhuis, Karel · indexed
  718. 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
  719. Influence of automation on mind wandering frequency in sustained attention · 2018 · Gouraud, Jonas et al. · archived
  720. Human factors of vehicle-based lane departure warning systems : final report. · 2015 · Edwards, Christopher J. et al. · archived
  721. Job content, psychological well-being, burnout and fatigue driving among heavy goods vehicle drivers in Ghana · 2025 · Amoadu, Mustapha et al. · archived
  722. The Effect of Partial Automation on Driver Attention: A Naturalistic Driving Study ↗ · 2019 · Gaspar, John et al. · indexed
  723. Reading While Driving: A Study on Drivers’ Strategies of In-Vehicle Task Initiation ↗ · 2012 · Liang, Yulan et al. · indexed
  724. Considering Traffic and Roadway Context in Driver Behavior Assessments ↗ · 2016 · Liang, Yulan et al. · indexed
  725. Driver Distraction: Eye Glance Analysis and Conversation Workload [Research Brief] · 2015 · NHTSA · archived
  726. Driver Behavior and Situation Aware Brake Assistance for Intelligent Vehicles ↗ · 2007 · McCall, J.C. et al. · indexed
  727. Driven by information: A tectonic theory of Stroop effects. ↗ · 2003 · Melara, Robert D. et al. · indexed
  728. Temporal Analysis of Cognitive Workload During Manual and Partial Driving Automation Based on the Detection Response Task ↗ · 2025 · Mahmoodzadeh, Mobina et al. · indexed
  729. Effects of a Computer-Based Training Module on Drivers’ Willingness to Engage in Distracting Activities ↗ · 2009 · Horrey, William J. et al. · indexed
  730. Sleep {middle dot} 5: Driving and automobile crashes in patients with obstructive sleep apnoea/hypopnoea syndrome ↗ · 2004 · George, C. F. · indexed
  731. Conversation Disrupts Visual Scanning of Traffic Scenes ↗ · 2001 · McCarley, Jason S. et al. · indexed
  732. Sources of Stress and Boredom in Vigilance ↗ · 1998 · Scerbo, Mark W. · indexed
  733. Temporal Analysis of Cognitive Workload During Manual and Partial Driving Automation Based on the Detection Response Task ↗ · 2025 · Strayer, David L. · indexed
  734. A Semantic Hybrid Temporal Approach for Detecting Driver Mental Fatigue ↗ · 2024 · Ansari, Shahzeb et al. · indexed
  735. Driver Distraction: Mechanisms, Evidence, Prevention, and Mitigation · 2023 · Regan, Michael A. et al. · archived
  736. Alcohol Experiments on Driving-Related Behavior: A Review of the 1972–1973 Literature–Alcohol Countermeasures Literature Review · 1974 · Perrine, M. W. · archived
  737. EXPLAINING YOUNG ADULTS' INVOLVEMENT IN ROAD ACCIDENTS: AN OVERVIEW OF RESEARCH ↗ · 1985 · Knapper, Christopher K. · indexed
  738. Speed choice and speeding behavior on Indonesian highways: Extending the theory of planned behavior ↗ · 2021 · Qaid, Hanif et al. · indexed
  739. Effect of Distraction Complexity on Driving Performance and Emergency Event Response ↗ · 2002 · Manser, Michael P. et al. · indexed
  740. Understanding teleoperation: A human-centered framework for workplace design · 2025 · Nick, Alexandra et al. · archived
  741. Correlation Between Traffic Locus of Control and Advanced Driver Assistance System (ADAS) Use ↗ · 2024 · Wei, Linzhuo et al. · indexed
  742. Understanding risk taking by young male drivers ↗ · 2005 · Styles, T et al. · indexed
  743. Fatigue in Simulated Car Driving ↗ · 1972 · DUREMAN, By E. I. et al. · indexed
  744. 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
  745. Human-Centered Challenges and Contribution for the Implementation of Automated Driving · 2011 · van den Beukel, Arie P. et al. · archived
  746. Operator functional state : the assessment and prediction of human performance degradation in complex tasks ↗ · 2003 · Hockey, G. Robert J. et al. · indexed
  747. How to drive drivers nuts: effect of auditory, vibrotactile, and multimodal warnings on perceived urgency, annoyance, and acceptability ↗ · 2017 · Biondi, FN et al. · indexed
  748. Time Sharing Between Robotics and Process Control ↗ · 2016 · Wickens, Christopher D. et al. · indexed
  749. Evaluation of Strategies for Integrated Classification of Visual-Manual and Cognitive Distractions in Driving · 2016 · Zhang, Yu et al. · archived
  750. Investigating the intra-driver heterogeneity in car following behaviour based on large-scale naturalistic driving study ↗ · 2023 · Rao, Hongyu et al. · indexed
  751. 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
  752. How do Environmental Factors Affect Drivers' Gaze and Head Movements? · 2021 · Tavakoli, Arash et al. · archived
  753. The role of visual attention in predicting driving impairment in older adults. ↗ · 2005 · Hoffman, Lesa et al. · indexed
  754. Modeling the Vigilance Decrement in a Two-Boundary Signal Detection Task ↗ · 2026 · Hankey, Kayla R. et al. · indexed
  755. The Exploratory Advanced Research Program Fact Sheet: Safer, More Reliable Transportation With Behavioral Economics: Cellphone Use and Managed Lane Choice · 2020 · NHTSA · archived
  756. A holistic approach for modeling and verification of human driver behavior ↗ · 2015 · Bouhoute, Afaf et al. · indexed
  757. Human factors implications of vehicle automation: Current understanding and future directions · 2014 · Merat, Natasha et al. · archived
  758. Comparing the driving performance of average and older drivers: The effect of surrogate in-vehicle information systems · 2005 · Merat, Natasha et al. · archived
  759. Driving errors, driving violations and accident involvement ↗ · 1995 · Parker, Dianne et al. · indexed
  760. Driver training: a perceptual-motor skill approach ↗ · 1982 · Lewin, Isaac · indexed
  761. Models of human decision-making as tools for estimating and optimising impacts of vehicle automation · 2017 · Markkula, Gustav et al. · archived
  762. Preface to the special section on measuring cognitive workload in human factors ↗ · 2021 · Biondi, FN et al. · indexed
  763. Distractive Tasks and the Influence of Driver Attributes ↗ · 2021 · Soares, Sónia et al. · indexed
  764. The Effect of Passenger Interaction on Situation Awareness and Driving Performance in Sleep-Deprived Condition ↗ · 2019 · Rizalmi, Sigit Rahmat et al. · indexed
  765. Using response time modeling to understand the sources of dual-task interference in a dynamic environment. · 2019 · Strayer, David L. et al. · archived
  766. Modelling Acceptance of Driver Assistance Systems: Application of the Unified Theory of Acceptance and Use of Technology ↗ · 2018 · Adell, Emeli et al. · indexed
  767. Modeling Drivers in Route Diversion Behavior During Congestion: A Pilot Study · 2025 · Fuller, James David et al. · archived
  768. The impact of smart driving aids on driving performance and driver distraction · 2011 · Birrell, S.A. et al. · archived
  769. Optical Information for Car Following: The Driving by Visual Angle (DVA) Model ↗ · 2007 · Andersen, George J. et al. · indexed
  770. What attracts attention when driving? ↗ · 1986 · Hughes, P. K. et al. · indexed
  771. Characterizing alterations in attention networks under high mental workload · 2026 · Wu, Lin et al. · archived
  772. Dual-task Interference in a Simulated Driving Environment: Serial or Parallel Processing? ↗ · 2019 · Abbaszadeh, Mojtaba et al. · indexed
  773. Matching Traffic Safety Strategies to Youth Characteristics: A Literature Review of Cognitive Development · 1998 · Eby, David W et al. · archived
  774. The relationships between organizational and individual variables to on-the-job driver accidents and accident-free kilometres ↗ · 2004 · Caird, JK et al. · indexed
  775. Investigating Driver Sympathetic Arousal under Short-term Loads and Acute Stress Events ↗ · 2016 · Yang, Shiyan et al. · indexed
  776. Attitudinal segmentaion of drivers in Pakistan: The potential for effective road safety campaigns · 2018 · Batool, Zahara et al. · archived
  777. Impact of Local/Short Haul Operations on Driver Fatigue, Task 1: Focus Group Summary and Analysis [Report] · 1998 · Hanowski, Richard J. et al. · archived
  778. Redes atencionales y sistema visual selectivo ↗ · 2006 · Moreno, Alejandro Castillo et al. · indexed
  779. A Strategically Timed Verbal Task Improves Performance and Neurophysiological Alertness During Fatiguing Drives · 2013 · Atchley, Paul et al. · archived
  780. Designing for Trust and Situational Awareness in Automated Vehicles: Effects of Information Type and Error Type ↗ · 2023 · Ding, Yaohan et al. · indexed
  781. Validating human driver models for interaction-aware automated vehicle controllers: A human factors approach. · 2021 · Abbink, David A. · archived
  782. Context-Aware Driver Behavior Detection System in Intelligent Transportation Systems ↗ · 2013 · Al-Sultan, Saif et al. · indexed
  783. Effects of physical workload on cognitive task performance and situation awareness ↗ · 2006 · Perry, Carlene M. et al. · indexed
  784. Steering behavior model of drivers on driving simulator through visual information ↗ · 2016 · Suzaki, Tomohito et al. · indexed
  785. Collective risk but individual safety · 1988 · RUMAR, KÁRE · archived
  786. Modeling distracted performance · 2019 · Hawkins, Guy E. et al. · archived
  787. A comparison of the Factors Influencing the Safety of Work-Related Drivers in Work and Personal Vehicles ↗ · 2002 · Newnam, Sharon et al. · indexed
  788. The difference in quasi-induced exposure to crashes involving various hazardous driving actions · 2023 · Zhang, Guopeng et al. · archived
  789. Cognitive models of unmanned aerial vehicle operators ↗ · 2014 · Heathcote, Andrew et al. · indexed
  790. Drivers’ perception of highway work zone risks ↗ · 2023 · Shahin, Fadi et al. · indexed
  791. Monitoring, managing, and motivating driver safety and well-being ↗ · 2011 · Coughlin, Joseph F. et al. · indexed
  792. LEARNING FROM LEARNING : PRINCIPLES FOR SUPPORTING DRIVERS ↗ · 1991 · Groeger, John A. · indexed
  793. Distraction and task engagement: How interesting and boring information impact driving performance and subjective and physiological responses ↗ · 2016 · Horrey, William J. et al. · indexed
  794. Drinking and Driving Behavior: Main Study Under the Theory of Planned Behavior ↗ · 2025 · Costa, Samuel Morgan Teixeira et al. · indexed
  795. Classification of Driver Cognitive Load in Conditionally Automated Driving: Utilizing Electrocardiography and Eye Tracking · 2024 · Shi, Wenxin et al. · archived
  796. Tactical driver behavior prediction and intent inference: A review ↗ · 2011 · Doshi, Anup et al. · indexed
  797. 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
  798. Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques · 2024 · Furht, Borko · archived
  799. A comprehensive joint econometric model of motor vehicle crashes arising from multiple sources of risk · 2018 · Afghari, Amir Pooyan et al. · archived
  800. Driven to Distraction: Dual-Task Studies of Simulated Driving and Conversing on a Cellular Telephone ↗ · 2001 · Strayer, David L. et al. · indexed
  801. Impact of Relevance and Distraction on Driving Performance and Visual Attention in a Simulated Driving Environment ↗ · 2013 · Garrison, Teena M. et al. · indexed
  802. The Effect of Stimulus Modality on Signal Detection: Implications for Assessing the Safety of In-Vehicle Technology ↗ · 2008 · Merat, Natasha et al. · indexed
  803. Theory-Based Antecedents of Stopping Texting While Driving Among College Students for Injury Prevention: A Cross-Sectional Study. · 2025 · Sharma, Manoj et al. · archived
  804. Explanation Needs in Automated Driving: Insights from German Driving Education and Vehicle Acquisition ↗ · 2024 · Manger, Carina et al. · indexed
  805. Driving Behaviors and On-Duty Road Accidents: A French Case-Control Study ↗ · 2013 · Fort, Emmanuel et al. · indexed
  806. Intelligent Modeling of Human Driver: A Survey ↗ · 2007 · Delice, İsmail İlker et al. · indexed
  807. Genesis Pilot Human Factors Test, Human Factors Evaluation Of Driver Multitasking And Message Formats, Final Report · 1996 · NHTSA · archived
  808. A Taxonomy of Strategies For Supporting Time-Sharing With Non-Driving Tasks in Automated Driving · 2019 · He, Dengbo et al. · archived
  809. Who is performing the driving tasks after interventions? Investigating drivers' understanding of mode transition logic in automated vehicles ↗ · 2024 · Kim, Soyeon et al. · indexed
  810. Cognitive and Perceptual Factors in Aging and Driving Performance · 2001 · Rinalducci, Edward J et al. · archived
  811. 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
  812. Steering Control Characteristics of Human Driver Coupled with an Articulated Commercial Vehicle ↗ · 2014 · Taheri, Siavash · indexed
  813. Models of automation proportion in human-in-the-loop systems and operator situation awareness responses ↗ · 2025 · Liu, Y. et al. · indexed
  814. Trade-off between jerk and time headway as an indicator of driving style. · 2017 · Itkonen, Teemu H et al. · archived
  815. 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
  816. Moving attention from the road: A new methodology for the driver distraction evaluation using machine learning approaches ↗ · 2009 · Tango, Fabio et al. · indexed
  817. 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
  818. 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
  819. 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
  820. Effects of roadside distractors on performance of drivers with and without attention deficit tendencies ↗ · 2018 · Shaw, F. Atiyya et al. · indexed
  821. Driving without a Clue ↗ · 2007 · Muttart, Jeffrey W. et al. · indexed
  822. Steering a Driving Simulator Using the Queueing Network-Model Human Processor (QN-MHP) · 2003 · Tsimhoni, Omer et al. · archived
  823. 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
  824. Editorial: Cognitive Mechanisms for Safe Road Traffic Systems · 2022 · Vecchiato, Giovanni et al. · archived
  825. Effects of roadway factors and demographic characteristics on drivers’ perceived complexity of simulated roadway videos ↗ · 2018 · Shaw, F. Atiyya et al. · indexed
  826. The concept of “presence” as a measure of ecological validity in driving simulators · 2015 · Deniaud, Christophe et al. · archived
  827. 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
  828. Design of Educational Material and Public Awareness Campaigns for Improving Work Zone Driver Safety · 2022 · Chahine, Ricardo et al. · archived
  829. Toward a Rational and Mechanistic Account of Mental Effort ↗ · 2017 · Shenhav, Amitai et al. · indexed
  830. Preface to the Special Section on Human Factors and Automation in Vehicles · 2012 · Merat, Natasha et al. · archived
  831. Integrated driving risk surrogate model and car-following behavior for freeway risk assessment ↗ · 2024 · Wu, Renfei et al. · indexed
  832. Study on Decision Mechanism of Driving Behavior Based on Decision Tree ↗ · 2008 · Yang, Xinyue · indexed
  833. Visual attention as a predictor of on-road driving performance of older drivers ↗ · 2007 · Baldock, Matthew Robert Justin et al. · indexed
  834. Combined Driver Distraction and Intention Algorithm for Maneuver Prediction and Collision Avoidance ↗ · 2018 · Gillmeier, Katharina et al. · indexed
  835. Safety of Public Transportation Occupational Drivers: Risk Perception, Attitudes, and Driving Behavior ↗ · 2010 · Ma, Ming et al. · indexed
  836. The weights of drivers’ on-route concerns in car-following behaviours ↗ · 2025 · Salehikalam, Arsalan et al. · indexed
  837. Exploring Factors Related to Drivers' Mental Model of and Trust in Advanced Driver Assistance System · 2024 · Huang, Chunxi et al. · archived
  838. Learning from Demonstrations of Critical Driving Behaviours Using Driver's Risk Field · 2023 · Du, Yurui et al. · archived
  839. Driver Response to Dynamic Message Sign Safety Campaign Messages · 2020 · Shealy, Tripp et al. · archived
  840. Driver Behaviour and Accident Research Methodology · 2017 · WÅhlberg, Anders AF · archived
  841. Emotion behind the Wheel: Emotional (dys)Regulation on Young Driving Behaviour - Systematic Review · 2024 · Pizzo, Alessandra et al. · archived
  842. Driver Inattention During Vehicle Automation: How Does Driver Engagement Affect Resumption Of Control? ↗ · 2015 · Louw, Tyron et al. · indexed
  843. A Dynamic Model of Stress and Sustained Attention ↗ · 1989 · Hancock, Peter A. · indexed
  844. Modelling visual-vestibular integration and behavioural adaptation in the driving simulator · 2019 · Markkula, Gustav et al. · archived
  845. DO WE REALLY DRIVE AS WE LIVE? THE ROLE OF PERSONALITY FACTORS IN ROAD CRASHES ↗ · 1993 · Beirness, D J · indexed
  846. Associations Between Heavy-Vehicle Driver Compensation Methods, Fatigue-Related Driving Behavior, and Sleepiness ↗ · 2014 · Thompson, Jason et al. · indexed
  847. 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
  848. The Effects of Divided Attention and Cognitive Distraction on Driver’s Performance Among People Aged over 65 · 2017 · Heidari, Mahdi Ebnali et al. · archived
  849. “Actual Results May Vary “: A Behavioral Review of Eco-Driving for Policy Makers · 2015 · Kurani, Kenneth S. et al. · archived
  850. STDA: Spatio-Temporal Dual-Encoder Network Incorporating Driver Attention to Predict Driver Behaviors Under Safety-Critical Scenarios · 2024 · Xu, Dongyang et al. · archived
  851. Human Merging Behavior in a Coupled Driving Simulator: How Do We Resolve Conflicts? · 2024 · Siebinga, Olger et al. · archived
  852. Effects of executive load on crashes and near-crashes for young versus older drivers ↗ · 2024 · Sullivan, Keith A. et al. · indexed
  853. Toward a profile of goal-directed attentional control ↗ · 2017 · Leber, Andrew B · indexed
  854. Passenger-Driver Distinguishing Test for Pokémon Go · 2017 · Khanade, Kunal et al. · archived
  855. Driving automation forward : human factors for limited-ability autonomous driving systems. · 2010 · NHTSA · archived
  856. Monitoring Radio Programs and Time of Day Affect Simulated Car-Driving Performance ↗ · 1994 · Jäncke, Lutz et al. · indexed
  857. Alcohol, Drugs, and Driving · 1974 · Perrine, M. W. · archived
  858. Evaluating Drivers’ Response to Road Hazard: A Simulation Study ↗ · 2024 · Javanbakht, Navid et al. · indexed
  859. Dual-Task Interference in a Simulated Driving Environment: Serial or Parallel Processing? · 2021 · Abbaszadeh, Mojtaba et al. · archived
  860. Evaluate driver response to active warning system in level-2 automated vehicles ↗ · 2019 · Atwood, Jonathan R. et al. · indexed
  861. Auditory, tactile, and multimodal warnings during automated driving · 2019 · Geitner, R. et al. · archived
  862. The Effects of Distraction on Anticipatory Driving · 2018 · He, Dengbo et al. · archived
  863. The effect of communicational signals on drivers' subjective appraisal and visual attention during interactive driving scenarios ↗ · 2015 · Ba, Yutao et al. · indexed
  864. Measuring the Workload of Sustained Attention: Further Evaluation of the Multiple Reources Questionnaire ↗ · 2008 · Boles, David B. et al. · indexed
  865. An Active Inference Model of Car Following: Advantages and Applications · 2023 · Wei, Ran et al. · archived
  866. Effects of Voice Technology on Test Track Driving Performance: Implications for Driver Distraction ↗ · 2005 · Ranney, Thomas A. et al. · indexed
  867. Speeding in relation to perceptions of risk, utility and driving style by British company car drivers ↗ · 1995 · Adams-Guppy, Julie Rachel et al. · indexed
  868. Stackelberg Game Based Model of Highway Driving ↗ · 2012 · Yoo, Je Hong et al. · indexed
  869. Minding the Gap: Effects of an Attention Maintenance Training Program on Driver Calibration ↗ · 2020 · Unverricht, James et al. · indexed
  870. Leading to distraction: Driver distraction, lead car, and road environment ↗ · 2016 · Kountouriotis, Georgios K. et al. · indexed
  871. Analysis of the effects of adaptive cruise control on driver behavior and awareness using a driving simulator ↗ · 2020 · Kummetha, Vishal C. et al. · indexed
  872. Identifying Modes of Intent from Driver Behaviors in Dynamic Environments · 2015 · Driggs-Campbell, Katherine et al. · archived
  873. 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
  874. How to Counteract Driver Fatigue during Conditional Automated Driving—A Systematic Review ↗ · 2024 · Loew, Alexandra et al. · indexed
  875. Self-Regulation of Driving by Older Adults: A LongROAD Study · 2015 · AAA Foundation for Traffic Safety · archived
  876. Safety attitudes, behaviour, anxiety and perceived control among professional and non-professional drivers ↗ · 2012 · Nordfjærn, Trond et al. · indexed
  877. Attention, Distraction, and Cognitive Control Under Load ↗ · 2010 · Lavie, Nilli · indexed
  878. Consistency Between the Subjective Perception of Feeling Indisposed, the Decision to Drive and Driving Performance ↗ · 2016 · Alonso, Francisco · indexed
  879. Mitigating undesirable emergent behavior arising between driver and semi-automated vehicle · 2020 · Melman, Timo et al. · archived
  880. Automaticity, mindfulness, and self-control as predictors of dangerous texting behavior ↗ · 2015 · Panek, Elliot et al. · indexed
  881. The impact of emotions and predominant emotion regulation technique on driving performance ↗ · 2012 · Hancock, Gabriella M. et al. · indexed
  882. A theory of visual attention. ↗ · 1990 · Bundesen, Claus · indexed
  883. Mental model evolvement during drivers' first experience with conditionally automated driving systems in real-world traffic ↗ · 2026 · Schwindt-Drews, Sarah et al. · indexed
  884. Measuring Inhibitory Control in Driver Distraction ↗ · 2014 · Hoekstra-Atwood, Liberty et al. · indexed
  885. Measuring Drivers' Frustration in a Driving Simulator ↗ · 2010 · Lee, Yi-Ching · indexed
  886. EEG and fNIRS are associated with situation awareness (hazard) prediction during a driving task ↗ · 2024 · Festa, Elena K. et al. · indexed
  887. Generalized Dynamic Cognitive Hierarchy Models for Strategic Driving Behavior · 2022 · Sarkar, Atrisha et al. · archived
  888. Work-stress factors associated with truck crashes: An exploratory analysis · 2018 · Belzer, Michael H · archived
  889. Quantifying the Night Driver&#039;s Visual Environment · 1980 · Olsen, R. A. · archived
  890. Quantitative indicators of street lighting with mood, fatigue, mental workload and sleepiness in car drivers ↗ · 2023 · Madvari, Rohollah Fallah et al. · indexed
  891. Effects of Task-Induced Fatigue in Prolonged Conditional Automated Driving ↗ · 2019 · Jarosch, Oliver et al. · indexed
  892. The impact of emotions and predominant emotion regulation technique on driving performance ↗ · 2012 · Hancock, Gabriella M. et al. · indexed
  893. A framework for driver specific inference of danger at signalized intersections ↗ · 2003 · Dariush, Behzad et al. · indexed
  894. Effects of Passenger and Cellular Phone Conversations on Driver Distraction ↗ · 2004 · Laberge, Jason et al. · indexed
  895. Effects of Loading and Unloading Cargo on Commercial Truck Driver Alertness and Performance · 2001 · Krueger, G. P. et al. · archived
  896. A Dynamic Model of Stress and Sustained Attention ↗ · 2003 · Hancock, Peter A. et al. · indexed
  897. Driver Fatigue and Accidents - Can Visual Sensitivity Predict Drivers Ability to Drive Safely ? ↗ · 2000 · Alm, Håkan · indexed
  898. Transitions Between Low and High Levels of Mental Workload can Improve Multitasking Performance ↗ · 2020 · Devlin, Shannon P. et al. · indexed
  899. Work stress and health problems of professional drivers: a hazardous formula for their safety outcomes ↗ · 2018 · Useche, Sergio A. et al. · indexed
  900. Can’t text, I’m driving – Factors influencing intentions to text while driving in the UK · 2021 · Sullman, Mark J. M. et al. · archived
  901. 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
  902. Latent Psychological Data Structure of Secondary Driving Tasks ↗ · 2004 · Curry, Reates · indexed
  903. Modeling Driver Physiological State Using EEG Under Auditory Real-time Travel Information Provision · 2019 · Agrawal, Shubham et al. · archived
  904. Examining Distracted Drivers&#039; Underestimation of Time and Overestimation of Speed · 2017 · Knodler, Michael A. et al. · archived
  905. Examining the effect of infotainment auditory-vocal systems' design components on workload and usability · 2019 · Biondi, FN et al. · archived
  906. Towards a driver supervision and assistance system: intention detecting and option providing ↗ · 2014 · Wang, Jiao et al. · indexed
  907. Simulation Analysis on Driving Behavior during Traffic Sign Recognition ↗ · 2011 · Sun, Lishan et al. · indexed
  908. 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
  909. Quantifying Distraction Potential of Augmented Reality Head-Up Displays for Vehicle Drivers ↗ · 2018 · Kim, Hyungil et al. · indexed
  910. Impact mechanism of interruptions on the performance of high-speed train driving tasks based on simulator environment ↗ · 2026 · Li, Huimin et al. · indexed
  911. Assessment of Drowsy Driving Associated Characteristics Using Deep Learning ↗ · 2023 · Naeem, Marwan et al. · indexed
  912. Manipulation specific effects of mental fatigue: Evidence from novelty processing and simulated driving ↗ · 2010 · Massar, Stijn A. A. et al. · indexed
  913. Highway Safety Culture Assessment through Louisiana’s Regions [Summary] · 2023 · Schneider, Helmut et al. · archived
  914. Human-Computer Monitoring ↗ · 1987 · Parasuraman, Raja · indexed
  915. The Psychophysics of Workload — A Second Look at the Relationship between Subjective Measures and Performance ↗ · 1985 · Gopher, Daniel et al. · indexed
  916. Distraction and Inattention Countermeasure Technologies ↗ · 2011 · Victor, Trent · indexed
  917. PREVENTION OF ROAD ACCIDENTS AMONG YOUNG NOVICE CAR DRIVERS ↗ · 1995 · Gregersen, Nils-Petter · indexed
  918. A Quantitative Method of Assessing the Hazard Perception of Drivers in Human-Machine Codriving Vehicles ↗ · 2024 · Feng, Zhongxiang et al. · indexed
  919. Models of overt attention ↗ · 2011 · Geisler, Wilson S. et al. · indexed
  920. Situation Awareness: Does it Change With Age? ↗ · 2001 · Bolstad, Cheryl Actor · indexed
  921. 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
  922. CH-LSTTM: A Taxonomy of Traffic Hazards · 2024 · Yan, Song et al. · archived
  923. Identifying the causes of road crashes in Europe. ↗ · 2013 · Thomas, Pete et al. · indexed
  924. The impact of drivers’ personality traits on their risky driving behaviors ↗ · 2020 · Al-Tit, Ahmad Adnan · indexed
  925. Quantitative Description of Informational Dimensions of Urban Freeways · 2004 · Tsyganov, Alexei et al. · archived
  926. The Effects of Vehicle Automation on Driver Engagement: The Case of Adaptive Cruise Control and Mind Wandering [techbrief] · 2021 · Weaver, Starla et al. · archived
  927. The role of difficulties in emotion regulation on driving behavior ↗ · 2014 · Trógolo, Mario et al. · indexed
  928. Age Differences in Divided Attention in a Simulated Driving Task ↗ · 1988 · Ponds, Rudolf et al. · indexed
  929. Back to School: Impact of Training on Driver Behavior and State in Autonomous Vehicles ↗ · 2020 · Sibi, Srinath et al. · indexed
  930. Effect of road geometry on driver fatigue in monotonous environments: A simulator study ↗ · 2018 · Farahmand, Behzad et al. · indexed
  931. A Literature Review of Inattentional and Change Blindness in Transportation · 2009 · Hannon, D. · archived
  932. Programs and problems in rehabilitation of the high risk driver. · 1972 · Ames, W. Allen et al. · archived
  933. The distracted mind on the wheel: Overall propensity to mind wandering is associated with road crash responsibility · 2017 · Cédric Gil‐Jardine et al. · archived
  934. 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
  935. Attitudinal Determinants of Aberrant Driving Behaviors in Pakistan · 2016 · Batool, Zahara et al. · archived
  936. Driving (and) Attention – Does Directional Illumination Support Driver’s System Supervision When Driving Automatically? ↗ · 2021 · Van den Beukel, Arie P. et al. · indexed
  937. Quantitative models for automation rate and situation awareness response: A case study of levels of driving automation ↗ · 2021 · Liu, Yunmei et al. · indexed
  938. 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
  939. Situated and sequential planning and prediction of human driving behavior as decision making support system · 2024 · Bejaoui, Abderahman et al. · archived
  940. Investigating the impact of driving automation systems on distracted driving behaviors ↗ · 2021 · Dunn, Naomi et al. · indexed
  941. Predicting battlefield vigilance: a multivariate approach to assessment of attentional resources ↗ · 2014 · Matthews, Gerald et al. · indexed
  942. Motivations for Speeding [Traffic Tech] · 2012 · NHTSA · archived
  943. Differences in drivers’ dependence on AR warning information in urban driving environments: the role of driving experience · 2025 · Huo, Faren et al. · archived
  944. Analysis of Different Groups of Drivers and Their Related Driving Behaviour in Urban Areas ↗ · 2011 · Losa, Massimo et al. · indexed
  945. Design of an Experiment to Pinpoint Cognitive Failure Processes in the Interaction of Motorists and Vulnerable Road Users ↗ · 2023 · Denk, Florian et al. · indexed
  946. Control of Cognitive Processes: Attention and Performance XVIII ↗ · 2000 · Monsell, Stephen et al. · indexed
  947. Fatigue in transportation operations: A contextual factors survey among Iranian suburban drivers ↗ · 2023 · Khanehshenas, Farin et al. · indexed
  948. Enjoy the Ride Consciously with CAWA: Context-Aware Advisory Warnings for Automated Driving ↗ · 2022 · Pakdamanian, Erfan et al. · indexed
  949. Driver Distraction ↗ · 2014 · Bengler, Klaus · indexed
  950. Driver Inattention Detection based on Eye Gaze—Road Event Correlation ↗ · 2009 · Fletcher, Luke et al. · indexed
  951. 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
  952. Modeling the Visual and Motor Control of Steering With an Eye to Shared-Control Automation ↗ · 2011 · Mars, Franck et al. · indexed
  953. Selection for vigilance assignments: a review and proposed new direction ↗ · 2010 · Reinerman-Jones, Lauren et al. · indexed
  954. A survey on driver behavior detection techniques for intelligent transportation systems ↗ · 2017 · Chhabra, Rishu et al. · indexed
  955. Driver celeration behaviour and accidents – an analysis ↗ · 2008 · Wåhlberg, A.E. af · indexed
  956. Providing Explainability in Safety-Critical Automated Driving Situations through Augmented Reality Windshield HMIs ↗ · 2023 · Manger, Carina et al. · indexed
  957. The risk of road traffic crashes for occupational drivers: A responsibility study with comparison to the general population · 2024 · Guibert, Nicolas et al. · archived
  958. The Effect of Driving Style on Responses to Unexpected Vehicle Cyberattacks · 2023 · Zhang, Fangda et al. · archived
  959. The role of reward and effort over time in task switching ↗ · 2018 · Gutzwiller, Robert S. et al. · indexed
  960. Inattention-blindness behind the wheel ↗ · 2010 · Strayer, David L. · indexed
  961. Mental Models in Motion: A Framework for Real-Time Evaluation of Drivers' Understanding of ADAS Features ↗ · 2025 · Alkurdi, Duha et al. · indexed
  962. Human Factors Evaluation of Level 2 and Level 3 Automated Driving Concepts: Concepts of Operation · 2014 · Marinik, Andrew et al. · archived
  963. An investigation of mobile phone use while driving: An application of the theory of planned behavior ↗ · 2018 · Kruy, Sokunthea · indexed
  964. 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
  965. Kinesthesia in a sustained-attention driving task · 2014 · Chuang, Chun‐Hsiang et al. · archived
  966. Driving avoidance by older adults: Is it always self-regulation? ↗ · 2013 · Molnar, Lisa J. et al. · indexed
  967. What do drivers fail to see when conversing on a cell phone? · 2004 · Strayer, DL et al. · archived
  968. The influence of attention distraction on the drivers’ behaviour · 2018 · Gąsiorek, Kamila et al. · archived
  969. More Than Just “Stressful”? Testing the Mediating Role of Fatigue on the Relationship Between Job Stress and Occupational Crashes of Long-Haul Truck Drivers · 2021 · Useche, Sergio A. et al. · archived
  970. Cell Phones and Young Drivers: A Systematic Review Regarding the Association Between Psychological Factors and Prevention ↗ · 2013 · Cazzulino, Francesca et al. · indexed
  971. Mode Awareness and Automated Driving—What Is It and How Can It Be Measured? ↗ · 2020 · Kurpiers, Christina et al. · indexed
  972. Enhancing Perceived Situation Awareness and Reducing Perceived Workload with a Likelihood Alarm Display ↗ · 2005 · Fallon, Corey K. et al. · indexed
  973. Effects of Mobile Computer Terminal Configuration and Level of Driving Control on Police Officers’ Performance and Workload ↗ · 2021 · Shupsky, Taylor et al. · indexed
  974. Improvement and Calibration of Driving Safety Field Model: Resolving Risk Characterization Mismatches ↗ · 2026 · Hu, Yanting et al. · indexed
  975. 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
  976. The concept of "presence" used as a measure for ecological validity in driving simulators ↗ · 2014 · Deniaud, Christophe et al. · indexed
  977. 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
  978. 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
  979. A Review of Empirical Studies on User Acceptance of Driver Assistance Systems ↗ · 2015 · Md Isa, Mohd Hafzi et al. · indexed
  980. Watch Out for Explanations: Information Type and Error Type Affect Trust and Situational Awareness in Automated Vehicles ↗ · 2025 · Du, Na et al. · indexed
  981. A Scoping Study on Driver’s Perspective of Distracting Factors ↗ · 2021 · Al-Rousan, Taleb M. et al. · indexed
  982. Hazard perception in novice and experienced drivers: The effects of sleepiness · 2009 · Smith, Simon S. et al. · archived
  983. 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
  984. Concealing their communication: Exploring psychosocial predictors of young drivers’ intentions and engagement in concealed texting · 2014 · Gauld, Cassandra S. et al. · archived
  985. Enhancing Road Safety Behaviour Using a Psychological and Spiritual Approaches · 2017 · Ghous, Mohd Tarmizi et al. · archived
  986. 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
  987. Task analysis of intersection driving scenarios : information processing bottlenecks · 2006 · Richard, Christian M. et al. · archived
  988. On the Fast Lane to Road Rage · 2003 · Drews, Frank A. et al. · archived
  989. The Role of Working Memory in Levels of Situation Awareness ↗ · 2012 · Gutzwiller, Robert S. et al. · indexed
  990. Review of Driver Behavior Characteristics and Hazard Perception Enhancement in Low-Illumination Environments ↗ · 2025 · Feng, Pengfei et al. · indexed
  991. On the Workload of Vigilance: Comparison of the NASA-TLX and the MRQ ↗ · 2009 · Boles, David B. et al. · indexed
  992. A Driving Simulator Study of the Performance Effects of Low Blood Alcohol Concentration ↗ · 1996 · Allen, R. Wade et al. · indexed
  993. Errors and violations on the roads: a real distinction? ↗ · 1990 · Reason, James et al. · indexed
  994. Visual attention allocation between robotic arm and environmental process control ↗ · 2015 · Wickens, Christopher D. et al. · indexed
  995. Visual attention and the transition from novice to advanced driver ↗ · 2007 · Underwood, G. · indexed
  996. Situation Awareness as a Predictor of Performance for En Route Air Traffic Controllers ↗ · 1998 · Durso, Francis T. et al. · indexed
  997. Driving Hazard Perception Components: A Systematic Review and Meta-Analysis. · 2023 · Habibzadeh, Yasaman et al. · archived
  998. Assessing Situation Awareness (SA) Using Single- or Dual-Location functional Near Infrared Spectroscopy (fNIRS) · 2023 · Bracken, Bethany K. et al. · archived
  999. Working Conditions, Job Strain, and Traffic Safety among Three Groups of Public Transport Drivers · 2018 · Useche, Sergio A. et al. · archived
  1000. Safety climate and the distracted driving experiences of truck drivers ↗ · 2015 · Swedler, David et al. · indexed
  1001. How to Reduce Work-Related Road Deaths? Driver Fatigue Monitoring – Case Study · 2025 · DAVIDOVIĆ, Jelica et al. · archived
  1002. Electronic Device Use: A Review of the Literature on Addictive Behaviors · 2023 · Hoekstra-Atwood, Liberty et al. · archived
  1003. Driver’s Safety Assessment In Two-Lane Rural Road Work Zones · 2020 · Valdés-Díaz, Didier M et al. · archived
  1004. AutoPreview: A Framework for Autopilot Behavior Understanding · 2021 · Shen, Yuan et al. · archived
  1005. Driver-Assistance System to Encourage Spontaneous Eco-Driving Behavior ↗ · 2011 · Hiraoka, Toshihiro et al. · indexed
  1006. Quantitative Human Error Model and Analysis of Rational Driver · 2006 · Kumamoto, Hiromitsu et al. · archived
  1007. 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
  1008. Attentional Models of Multitask Pilot Performance Using Advanced Display Technology ↗ · 2003 · Wickens, C. D. · indexed
  1009. 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
  1010. Differential moderating effect of locus of control on effect of driving experience in young male and female drivers · 2010 · Holland, Carol et al. · archived
  1011. Optic Flow and Tunnel Vision in the Detection Response Task ↗ · 2019 · van Winsum, Wim · indexed
  1012. Longer-term exposure vs training: Their effect on drivers' mental models of ADAS technology ↗ · 2022 · Carney, Cher et al. · indexed
  1013. The Expert Locomotive Engineer’s Mental Model · 2021 · NHTSA · archived
  1014. Influence of adverse weather on drivers’ perceived risk during car following based on driving simulations · 2019 · Chen, Chen et al. · archived
  1015. The Strategic Task Overload Model: History, Status, Challenges, and Extensions into New Domains ↗ · 2017 · Sebok, Angelia · indexed
  1016. Understanding school zone driving behavior using structural equation modeling based on the extended theory of planned behavior · 2025 · Khan, Muhammad Hakim et al. · archived
  1017. Modeling the Scan Pattern Behavior of Air Traffic Controllers ↗ · 2009 · Leiden, Kenneth et al. · indexed
  1018. Current Perspectives on Cognition and Decision Making in Aviation ↗ · 2001 · Mosier, Kathleen L. et al. · indexed
  1019. Driver-Assistance System to Encourage Spontaneous Eco-Driving Behavior ↗ · 2011 · Hiraoka, Toshihiro et al. · indexed
  1020. PROPOSAL OF WARNING METHOD FOR REAR-SIDE OBSTACLES USING DRIVER'S PERCEPTUAL RISK MODEL ↗ · 2009 · NISHIYAMA, AKIHIRO et al. · indexed
  1021. A Contextual Analysis of Driver-Facing and Dual-View Video Inputs for Distraction Detection in Naturalistic Driving Environments · 2025 · Dontoh, Anthony et al. · archived
  1022. Metacognition of multitasking: How well do we predict the costs of divided attention? ↗ · 2014 · Finley, Jason R. et al. · indexed
  1023. 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
  1024. 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
  1025. Attentional capture and aging: Implications for visual search performance and oculomotor control ↗ · 1999 · Kramer, Arthur F. et al. · indexed
  1026. Stability and Performance Analysis of Automobile Driver Steering Control ↗ · 1982 · Allen, R. Wade · indexed
  1027. Road rage and aggressive driving behaviors: The role of state-trait anxiety and self-control ↗ · 2023 · Shamoa-Nir, Lipaz · indexed
  1028. Cognitive Load in Cross‐Modal Dual‐Task Processing ↗ · 2015 · Morrison, Natalie M. V. et al. · indexed
  1029. Exploring False Warnings and Modalities for Emergency Vehicle Alerts and Their Impact on Driver Behavior · 2026 · Weibull, Kajsa et al. · archived
  1030. Forced peripheral vision driving paradigm: evidence for the hypothesis that car drivers learn to keep in lane with peripheral vision ↗ · 1998 · Summala, Heikki · indexed
  1031. Type A behavior pattern, multiple-task performance, and subjective estimation of mental workload · 1985 · Damos, Diane L. et al. · archived
  1032. Cue utilization differentiates resource allocation during sustained attention simulated rail control tasks. ↗ · 2019 · Sturman, Daniel et al. · indexed
  1033. Which parts of the road guide obstacle avoidance? Quantifying the driver's risk field ↗ · 2020 · Kolekar, Sarvesh et al. · indexed
  1034. Measuring the Useful Field of View During Simulated Driving With Gaze-Contingent Displays · 2016 · Gaspar, John G. et al. · archived
  1035. Distress Tolerance as a Predictor of Risky and Aggressive Driving ↗ · 2013 · Beck, Kenneth H. et al. · indexed
  1036. Motivations for Speeding, Volume I: Summary Report · 2012 · Richard, Christian M. et al. · archived
  1037. Development of human factors guidelines for advanced traveler information systems and commercial vehicle operations : literature review · 1996 · Dingus, Thomas A. et al. · archived
  1038. Risk Generation and Identification of Driver–Vehicle–Road Microtraffic System ↗ · 2022 · Huang, Heye et al. · indexed
  1039. Why do drivers exceed speed limits · 2013 · Yannis, George et al. · archived
  1040. Self-reported mind wandering reflects executive control and selective attention · 2022 · Hawkins, Guy E. et al. · archived
  1041. Fast and furious: A neglected issue in health promotion among young drivers · 2019 · Oscar Oviedo‐Trespalacios et al. · archived
  1042. Antecedents and outcome of situation awareness: a meta-analysis of presence and effect size ↗ · 2026 · Yuan, Xiaofang et al. · indexed
  1043. Multimodal Physiological Models of Situation Awareness ↗ · 2024 · Smith, Kieran et al. · indexed
  1044. Analysis of driver visual attention when driving with different levels of haptic steering guidance ↗ · 2017 · Wang, Zheng et al. · indexed
  1045. Associations of Near-Miss Traffic Incidents with Attention and Executive Function among Older Japanese Drivers ↗ · 2018 · Makizako, Hyuma et al. · indexed
  1046. Subtle motion cues by automated vehicles can nudge human drivers’ decisions: Empirical evidence and computational cognitive model · 2023 · Zgonnikov, Arkady et al. · archived
  1047. The effects of road commentary training on novice drivers' visual search behaviour: a preliminary investigation ↗ · 2013 · Cantwell, Stephen James et al. · indexed
  1048. Attentional Models of Multitask Pilot Performance Using Advanced Display Technology ↗ · 2017 · Wickens, C. D. · indexed
  1049. Effects of Level 3 Automated Vehicle Drivers’ Fatigue on Their Take-Over Behaviour: A Literature Review ↗ · 2021 · Guo, Hanying et al. · indexed
  1050. Reducing injuries among young drivers: what kind of measures are needed? ↗ · 2015 · Berg, Hans-Yngve · indexed
  1051. Development and evaluation of collision warning/collision avoidance algorithms using an errable driver model ↗ · 2010 · Yang, Hsin-Hsiang et al. · indexed
  1052. Situation Awareness in Driving While Using Adaptive Cruise Control and a Cell Phone ↗ · 2005 · Ma, Ruiqi et al. · indexed
  1053. How Many Resources and How to Identify Them? Commentary on Boles et al. and Vidulich and Tsang ↗ · 2007 · Wickens, Christopher D. · indexed
  1054. Attention Distribution and Situation Awareness in Air Traffic Control ↗ · 1996 · Endsley, Mica R. et al. · indexed
  1055. 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
  1056. The implication of non-driving activities on situation awareness and take-over performance in level 3 automation ↗ · 2020 · Yang, Lichao et al. · indexed
  1057. Countermeasures to Reduce Drowsy Driving: Results of a Literature Review and Discussions with Experts · 2022 · AAA Foundation for Traffic Safety · archived
  1058. Age and gender comparisons of driving while sleepy: Behaviours and risk perceptions · 2011 · Obst, Patricia et al. · archived
  1059. Truck Driver Safety: Factors Influencing Risky Behaviors on the Road—A Systematic Review · 2025 · Fonseca, Tiago et al. · archived
  1060. Semi-automated versus highly automated driving in critical situations caused by automation failures · 2014 · Strand, Niklas et al. · archived
  1061. Situation understanding and risk assessment framework for preventive driver assistance ↗ · 2026 · Armand, Alexandre · indexed
  1062. Influences of Level 2 Automated Driving on Driver Behaviors: A Comparison With Manual Driving ↗ · 2023 · Yang, Bo et al. · indexed
  1063. Executive Control: Attention Switching, Interruptions, and Task Management · 2019 · Wickens, C. D. · archived
  1064. 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
  1065. Beyond adaptive cruise control and lane centering control: drivers' mental model of and trust in emergency lane keeping ↗ · 2023 · Huang, Chunxi et al. · indexed
  1066. 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
  1067. Predicting driver behaviour at intersections based on driver gaze and traffic light recognition ↗ · 2020 · Rahman, Md. Junaedur et al. · indexed
  1068. 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
  1069. Mechanisms for the acquisition of situation awareness in situated agents ↗ · 2011 · Chiappe, Dan et al. · indexed
  1070. Theoretical Implications and Practical Applications of the <i>a-b</i> Signal Detection Theory Model for Human-Automation Interaction ↗ · 2010 · Bustamante, Ernesto A. · indexed
  1071. Traffic jams: dynamics and control ↗ · 2010 · Orosz, Gábor et al. · indexed
  1072. The Role of Affect in Predicting Social Behaviors: The Case of Road Traffic Violations ↗ · 1997 · Lawton, Rebecca et al. · indexed
  1073. 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
  1074. Development of messages to address risk taking by young drivers: stage 2 ↗ · 2011 · Imberger, K et al. · indexed
  1075. Inattention and distraction in fatal road crashes – Results from in-depth crash investigations in Norway ↗ · 2019 · Sundfør, Hanne Beate et al. · indexed
  1076. Topic Modeling Analysis of Driving Fears: Individual Variations and Emotional Responses ↗ · 2025 · Rasouli, Shiva et al. · indexed
  1077. The effects of a dual task on gaze behavior examined during a simulated flight in low-time pilots · 2024 · Ayala, Naila et al. · archived
  1078. A Fuzzy-Logic Approach to Dynamic Bayesian Severity Level Classification of Driver Distraction Using Image Recognition · 2020 · Fasanmade, Adebamigbe et al. · archived
  1079. A Human Factors Approach to Validating Driver Models for Interaction-aware Automated Vehicles · 2022 · Siebinga, Olger et al. · archived
  1080. European NCAP Program Developments to Address Driver Distraction, Drowsiness and Sudden Sickness ↗ · 2021 · Fredriksson, Rikard et al. · indexed
  1081. Texting while driving: Psychosocial influences on young people's texting intentions and behaviour · 2010 · Nemme, Heidi E. et al. · archived
  1082. Do Drivers’ Estimates of Distraction Become Calibrated to Their Actual Distracted Driving Performance with Greater Exposure? ↗ · 2009 · Kidd, David G. et al. · indexed
  1083. Toward an instance theory of automatization. ↗ · 1988 · Logan, Gordon D. · indexed
  1084. Beyond Detection: A Systematic Review of Driver Passive Fatigue Prevention and Mitigation Strategies ↗ · 2025 · Rasouli, Shiva et al. · indexed
  1085. A Driver Behavior Recognition Method Based on a Driver Model Framework ↗ · 2000 · Kuge, Nobuyuki et al. · indexed
  1086. 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
  1087. A Multi-Camera Deep Neural Network for Detecting Elevated Alertness in Drivers · 2018 · Gideon, John et al. · archived
  1088. Modeling Motorway Driving Behavior ↗ · 1999 · Hogema, Jeroen H. · indexed
  1089. Aggressive Driving: Three Studies · 1997 · Mizell, Louis et al. · archived
  1090. On investigating drivers’ attention allocation during partially-automated driving · 2024 · Eddine, RJ et al. · archived
  1091. Detection and controlling of drivers' visual focus of attention ↗ · 2017 · Debnath, Partha Pratim et al. · indexed
  1092. Development of Gap Acceptance Fuzzy Models Using Data from Driving Simulator Experiments ↗ · 2011 · Rossi, Riccardo et al. · indexed
  1093. Changing Behaviors to Prevent Drowsy Driving and Promote Traffic Safety: Review of Proven, Promising, and Unproven Techniques · 1998 · Nguyen, Lan T. et al. · archived
  1094. Heavy vehicle safety in Oman : a situational analysis · 2017 · Al Bulushi, Islam Ahmed Said · archived
  1095. 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
  1096. Driving Fatigue and Performance among Occupational Drivers in Simulated Prolonged Driving · 2010 · Seen, Kee Sze et al. · archived
  1097. AN INVESTIGATION OF VARIABILITY IN DRIVING PERFORMANCE ON THE HIGHWAY ↗ · 1967 · Rockwell, T H et al. · indexed
  1098. Drivers' Age and Automated Vehicle Explanations · 2021 · Zhang, Qiaoning · archived
  1099. Traffic Safety and Human Behavior ↗ · 2017 · Shinar, David · indexed
  1100. Analysis of Speeding Behavior ↗ · 2011 · Familar, Russell et al. · indexed
  1101. Effects of non-driving related tasks during autonomous driving · 2023 · Horáková, Miroslava · archived
  1102. SITUATION AWARENESS ↗ · 2021 · Endsley, Mica R. · indexed
  1103. Cocktail Party Effect&amp; Attention Capture in Semi-Autonomous Driving · 2013 · Tobias, Crystal et al. · archived
  1104. Unconscious Motivators and Situational Safety Belt Use: Literature Review and Results from an Expert Panel Meeting · 2006 · Brittle, Christine et al. · archived
  1105. Autonomous Driving Systems: A Preliminary Naturalistic Study of the Tesla Model S ↗ · 2017 · Endsley, Mica R. · indexed
  1106. Traffic Flow Theory - A State-of-the-Art Report: Revised Monograph on Traffic Flow Theory · 2002 · Gartner, Nathan H. et al. · archived
  1107. Using Modeling and Simulation to Predict Operator Performance and Automation-Induced Complacency With Robotic Automation ↗ · 2015 · Wickens, Christopher D. et al. · indexed
  1108. Driving Performance as a Function of Time on the Road ↗ · 1987 · Ranney, Thomas A. et al. · indexed
  1109. Effects of personality traits on bus drivers' prosocial and aggressive behaviours: risk perception mediator · 2023 · Wang, Sihui et al. · archived
  1110. Interdriver Differences in Car-Following: A Vehicle Trajectory-Based Study ↗ · 2006 · Ossen, Saskia et al. · indexed
  1111. Human Merging Behavior in a Coupled Driving Simulator: How Do We Resolve Conflicts? · 2024 · Abbink, David A. · archived
  1112. Viewing the Workload of Vigilance Through the Lenses of the NASA-TLX and the MRQ ↗ · 2013 · Boles, David B. et al. · indexed
  1113. Individual Differences in Working Memory Capacity and Dual-Process Theories of the Mind. · 2004 · Engle, Randall W · archived
  1114. 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
  1115. Towards Mindless Stress Regulation in Advanced Driver Assistance Systems: A Systematic Review ↗ · 2020 · Béquet, Adolphe J. et al. · indexed
  1116. Crash Involvement and Risky Riding Behaviors among Delivery Riders in China: The Role of Working Conditions ↗ · 2019 · Zheng, Yubing et al. · indexed
  1117. Modelling driver acceptance of driver support systems ↗ · 2018 · Rahman, Md Mahmudur et al. · indexed
  1118. 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
  1119. ADHD Teen Driver Evaluation and Training Tool Development · 2015 · Fisher, Donald L. et al. · archived
  1120. Multidimensional prediction of work traffic crashes among Spanish professional drivers in cargo and passenger transportation ↗ · 2022 · Useche, Sergio A. et al. · indexed
  1121. Central Interference in Driving · 2006 · Levy, Jonathan et al. · archived
  1122. Effects of Operating Practices on Commercial Driver Alertness [Tech Brief] · 1999 · NHTSA · archived
  1123. Driver attitudes and behaviors at intersections and potential effectiveness of engineering countermeasures · 2005 · Richard, Christian M. et al. · archived
  1124. 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
  1125. Comparing datasets for generalizing models of driver intent in dynamic environments ↗ · 2016 · Driggs-Campbell, Katherine et al. · indexed
  1126. Inattentional Blindness in Motorcycle Detection: Allocating Attention to Detect Motorcycles ↗ · 2018 · Pammer, Kristen et al. · indexed
  1127. Spoken Dialog Planning to Reduce User Distraction in Mobile Environments · 2015 · Glass, James et al. · archived
  1128. Advancements in the Intelligent Detection of Driver Fatigue and Distraction: A Comprehensive Review ↗ · 2024 · Fu, Shichen et al. · indexed
  1129. The effect of multi‐tasking training on performance, situation awareness, and workload in simulated air traffic control ↗ · 2022 · Black, Stephanie C. et al. · indexed
  1130. 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
  1131. Examining driver performance in response to work zone interventions in a driving simulator · 2018 · Reyes, Michelle Lynn · archived
  1132. Vehicle Automation–Other Road User Communication and Coordination: Theory and Mechanisms · 2020 · Domeyer, Joshua E. et al. · archived
  1133. Driver Decision Making in Response to Alternate Routes · 2011 · NHTSA · archived
  1134. 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
  1135. Low-distraction Interaction · 2019 · Lane, Ian et al. · archived
  1136. Cell-phone use diminishes self-awareness of impaired driving · 2015 · Strayer, David L. · archived
  1137. Models of Driving: Simulator Assessment of Adaptive Cruise Control Conceptual Understanding · 2018 · DeVane, Benjamin et al. · archived
  1138. Computational Modeling of Driver Speed Control with its Applications in Developing Intelligent Transportation System to Prevent Speeding-Related Accidents · 2013 · Wu, Changxu · archived
  1139. Annotated Literature Review Relating to Proposed Revisions to the Hours-of-Service Regulation for Commercial Motor Vehicle Drivers · 1999 · NHTSA · archived
  1140. Can Knowledge of Taxi Drivers’ Intentions to Commit Traffic Violations Predict Crash Frequency? ↗ · 2026 · Behnood, Hamid Reza et al. · indexed
  1141. Behavioral adaptation of human drivers in car-following interactions with automated vehicles ↗ · 2026 · Saljoqi, Masoud et al. · indexed
  1142. The aggressive driving performance caused by congestion based on behavior and EEG ↗ · 2024 · Zhao, Shuo et al. · indexed
  1143. Cost of warning of unseen threats: Unintended consequences of connected vehicle alerts ↗ · 2015 · Chrysler, ST et al. · indexed
  1144. Solution Concepts in Hierarchical Games Under Bounded Rationality With Applications to Autonomous Driving · 2021 · Sarkar, Atrisha et al. · archived
  1145. Looking at Mind Wandering During Driving Through the Windows of PCA and t-SNE ↗ · 2018 · Alsaid, Areen et al. · indexed
  1146. ROUTE CHOICE BEHAVIOR MODEL BASED ON BOUNDED RATIONALITY ↗ · 2002 · Hiraoka, Toshihiro et al. · indexed
  1147. Life satisfaction, risky and aggressive driving, and crash involvement: Evidence within a contextual-mediated framework ↗ · 2025 · Pérez, Jorge Eduardo Martínez et al. · indexed
  1148. THE EFFECTS OF LISTENING WHILE DRIVING IN OLDER AND YOUNGER ADULTS ↗ · 2024 · Bak, Katherine et al. · indexed
  1149. Human Mental Workload: A Survey and a Novel Inclusive Definition · 2022 · Longo, Luca et al. · archived
  1150. Brain activity during driving with distraction: an immersive fMRI study ↗ · 2013 · Schweizer, Tom A. et al. · indexed
  1151. A Survey of Taxi Drivers’ Aberrant Driving Behavior in Beijing ↗ · 2013 · Shi, Jing et al. · indexed
  1152. Driving distracted with friends: Effect of passengers and driver distraction on young drivers’ behavior ↗ · 2019 · Zhang, Fangda et al. · indexed
  1153. Assessing cognitive distraction using event related potentials ↗ · 2015 · Coleman, JR et al. · indexed
  1154. Diagnosticity and multidimensional subjective workload ratings ↗ · 1996 · TSANG, PAMELA S. et al. · indexed
  1155. Theory-Based Determinants of Stopping Drowsy Driving Behavior in College Students: A Cross-Sectional Study ↗ · 2024 · Akhter, Md Sohail et al. · indexed
  1156. 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
  1157. A Bayesian Regression Analysis of the Effects of Alert Presence and Scenario Criticality on Automated Vehicle Takeover Performance ↗ · 2023 · Alambeigi, Hananeh et al. · indexed
  1158. Driving behavior model considering driver's over-trust in driving automation system · 2019 · Liu, Hailong et al. · archived
  1159. 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
  1160. Human Factors Design of Automated Highway Systems: Scenario Definition · 1995 · NHTSA · archived
  1161. Decision making in emergency situations ↗ · 1988 · MALATERRE, GILLES et al. · indexed
  1162. Development of sleepiness in professional truck drivers: Real‐road testing for driver drowsiness and attention warning (<scp>DDAW</scp>) system evaluation · 2024 · Ahlström, Christer et al. · archived
  1163. Driver-vehicle interaction: identification, characterization and modelling of path tracking skill ↗ · 2010 · Erséus, Andreas · indexed
  1164. Driver steering model for closed-loop steering function analysis ↗ · 2014 · Bolia, Pratiksh et al. · indexed
  1165. Behavior and perceptions related to drink-driving among an international sample of company vehicle drivers. ↗ · 1995 · Guppy, A et al. · indexed
  1166. Modeling Distracted Driving: Analyzing Driver Gaze, Vehicle Positioning, and Psychological Response for Enhanced Traffic Safety ↗ · 2025 · Das, Subasish et al. · indexed
  1167. A Descriptive Analysis of Factors Contributing to Bus Drivers' Performances While Driving: A Case Study in Malaysia · 2015 · Ismail, Ahmad Rasdan et al. · archived
  1168. Review of Relationships Between Steering Wheel Reversal Rate and Driving Task Demand ↗ · 1980 · Macdonald, Wendy A. et al. · indexed
  1169. Designing Safe Road Systems: A Human Factors Perspective ↗ · 2012 · Theeuwes, Jan et al. · indexed
  1170. Attention Theory as a Guide to Part-Training for Instruction of Naval Air-Intercept Control ↗ · 1990 · Andre, Anthony D. et al. · indexed
  1171. Modeling and Analysis of the Lane-Changing Execution in Longitudinal Direction ↗ · 2016 · Yang, Da et al. · indexed
  1172. Young Novice Driver Subtypes: Relationship to High-Risk Behavior, Traffic Accident Record, and Simulator Driving Performance ↗ · 1999 · Deery, Hamish A. et al. · indexed
  1173. Driving with intelligent vehicles: driving behaviour with Adaptive Cruise Control and the acceptance by individual drivers ↗ · 1999 · Hoedemaeker, D.M. · indexed
  1174. The effects of drivers’ behavior on driver-injury severities in Iran: An application of the mixed-logit model ↗ · 2016 · Behnood, Ali et al. · indexed
  1175. Situation Awareness Misconceptions and Misunderstandings · 2015 · Endsley, Mica R. · archived
  1176. The Interaction Between Highly Automated Driving and the Development of Drowsiness ↗ · 2015 · Schömig, Nadja et al. · indexed
  1177. Impact of Local/Short Haul Operations on Driver Fatigue: Focus Group Summary and Analysis [TechBrief] · 1998 · NHTSA · archived
  1178. Inattention over time-on-task: the role of motivation in mitigating temporal increases in media multitasking ↗ · 2025 · Drody, Allison C. et al. · indexed
  1179. Analyzing Driver Drowsiness: From Causes to Effects · 2020 · Soares, Sónia et al. · archived
  1180. Countermeasures That Work – Drowsy Driving [Traffic Tech] · 2021 · NHTSA · archived
  1181. A Two-Point Visual Control Model of Steering ↗ · 2004 · Salvucci, Dario D et al. · indexed
  1182. Analysis of the impact of acoustic stimulation on vigilance decrement and drowsiness on expressways ↗ · 2025 · Shiomi, Yasuhiro et al. · indexed
  1183. Knowledge, Attitudes, and Practice of Drivers Towards Traffic Rules and Regulations in Multan, Pakistan · 2018 · Riaz, İshrat et al. · archived
  1184. Modeling the Dynamics of Driver’s Dilemma Zone Perception Using Machine Learning Methods for Safer Intersection Control · 2014 · Abbas, Montasir et al. · archived
  1185. The effects of focused attention training on the duration of novice drivers' glances inside the vehicle ↗ · 2011 · Pradhan, A.K. et al. · indexed
  1186. Terms of debate: Consensus definitions to guide the scientific discourse on visual distraction · 2024 · Liesefeld, Heinrich R. et al. · archived
  1187. Road sign vision and driver behaviour in work zones · 2019 · Vignali, Valeria et al. · archived
  1188. 765 The impact of mind wandering on road safety ↗ · 2016 · Galéra, Cédric et al. · indexed
  1189. How Do Drivers Behave in a Highly Automated Car? ↗ · 2009 · Merat, Natasha et al. · indexed
  1190. The classification of vigilance tasks in the real world ↗ · 2008 · Donald, Fiona M. · indexed
  1191. 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
  1192. Stress and Fatigue Effects of Driving Longer-Combination Vehicles · 2000 · NHTSA · archived
  1193. Blood alcohol concentration effect on driving performance:A short review ↗ · 2017 · Durães, Norberto et al. · indexed
  1194. Workload transition: Implications for individual and team performance. ↗ · 1993 · Huey, Beverly M. et al. · indexed
  1195. Mental workload and cognitive task automaticity: an evaluation of subjective and time estimation metrics ↗ · 1994 · Liu, Yili et al. · indexed
  1196. Psychosocial work conditions and traffic safety among minibus and long-bus drivers ↗ · 2023 · Amoadu, Mustapha et al. · indexed
  1197. TRI-LEVEL STUDY OF THE CAUSES OF TRAFFIC ACCIDENTS. VOLUME I: CASUAL FACTOR TABULATIONS AND ASSESSMENTS ↗ · 1977 · Treat, J R et al. · indexed
  1198. Expecting the Unexpected: A Study of Interactive Driving Behaviour at Intersections ↗ · 2008 · Houtenbos, M · indexed
  1199. Steering control using model predictive control and multiple internal models ↗ · 2006 · Keen, SD et al. · indexed
  1200. Arousal, Anxiety, and Performance: A Reexamination of the Inverted-U Hypothesis ↗ · 2003 · Arent, Shawn M. et al. · indexed
  1201. Computational underpinnings of cognitive effortful performance in short timescales ↗ · 2025 · Emanuel, Aviv · indexed
  1202. The arousal paradox in critical task performance in automated driving during sleep inertia using a quasi experimental approach · 2025 · Tomzig, Markus et al. · archived
  1203. On the Rational Boundedness of Cognitive Control: Shared Versus Separated Representations ↗ · 2020 · Musslick, Sebastian et al. · indexed
  1204. Workload Related Changes In Eye, Cardiac, Respiratory and Brain Activity During Simulated Air Traffic Control ↗ · 1995 · Wilson, Glenn F. et al. · indexed
  1205. A formal model of human driving behavior in vehicular networks ↗ · 2014 · Bouhoute, Afaf et al. · indexed
  1206. Towards Intelligent Data Analytics: A Case Study in Driver Cognitive Load Classification ↗ · 2020 · Barua, Shaibal et al. · indexed
  1207. A Comprehensive Review of Driver Behavior Analysis Utilizing Smartphones ↗ · 2019 · Chan, Teck Kai et al. · indexed
  1208. Assessing the Impact of Smartphone Usage while Driving in Work Zones · 2018 · Valdes Diaz, Didier M. et al. · archived
  1209. Drivers can poorly predict their own driving impairment: a comparison between measurements of subjective and objective driving quality · 2011 · Verster, Joris C. et al. · archived
  1210. Traffic Safety and the Driver ↗ · 1992 · Shea, Andy et al. · indexed
  1211. Working conditions of commercial drivers: a scoping review of psychosocial work factors, health outcomes, and interventions · 2024 · Amoadu, Mustapha et al. · archived
  1212. Attentional set and explicit expectations of perceptual load determine flanker interference. · 2024 · Eayrs, Joshua O. et al. · archived
  1213. COMMERCIAL MOTOR VEHICLE DRIVER FATIGUE AND ALERTNESS STUDY: EXECUTIVE SUMMARY ↗ · 1996 · Wylie, Carol et al. · indexed
  1214. Processing of complex traffic scenes for effective steering and collision avoidance: a perspective, from research on locomotion · 2024 · Wann, John P. · archived
  1215. Driver Behavior on Expressway Intersections: Differences in Visual Scanning, Stress and Driving Performance · 2008 · Boyle, Linda Ng et al. · archived
  1216. Aggressive Driving and Road Rage · 2025 · AAA Foundation for Traffic Safety · archived
  1217. Exploring the effectiveness of a digital voice assistant to maintain driver alertness in partially automated vehicles ↗ · 2021 · Mahajan, Kirti et al. · indexed
  1218. The residual costs of multitasking: Causing trouble down the road ↗ · 2016 · Turrill, J et al. · indexed
  1219. A Study of Driver Behavior Inference Model at Time of Lane Change using Bayesian Networks · 2006 · Tezuka, Shigeki et al. · archived
  1220. Traffic Accident Human Error Quantification Considering “Yes-No” Type and “Unknown” Type Danger ↗ · 2005 · Kumamato, Hiromitsu et al. · indexed
  1221. Shifts, duration of work and accident risk of bus drivers ↗ · 1987 · Pokorny, M. L. I. et al. · indexed
  1222. Identification of a Linear Parameter Varying Driver Model for the Detection of Distraction ↗ · 2015 · Ameyoe, Ablamvi et al. · indexed
  1223. PERCEPTION OF HIGHWAY TRAFFIC SIGNS ↗ · 1971 · Häkkinen, Suvi et al. · indexed
  1224. The effectiveness and efficacy of driving interventions with ADHD: a Dutch perspective · 2024 · Noordhuis, Roy et al. · archived
  1225. A study of precrash factors involved in traffic accidents ↗ · 1980 · Treat, J R · indexed
  1226. The Divergence of Objective and Subjective Situation Awareness: A Meta-Analysis ↗ · 2019 · Endsley, Mica R. · indexed
  1227. AR-CP: Uncertainty-Aware Perception in Adverse Conditions with Conformal Prediction and Augmented Reality For Assisted Driving ↗ · 2024 · Doula, Achref et al. · indexed
  1228. Examining drivers’ socio-demographic variables and perceptions towards sanction mechanisms on speeding behaviour on highways: targeting appropriate prevention ↗ · 2021 · Trapsilawati, Fitri et al. · indexed
  1229. The View from the Driver's Seat: What Good Is Salience? ↗ · 2013 · McCarley, Jason S. et al. · indexed
  1230. Modeling of driver following behavior based on minimum-jerk theory ↗ · 2005 · Hiraoka, Toshihiro et al. · indexed
  1231. Half a century of research on the Stroop effect: An integrative review. · 1991 · MacLeod, Colin M. · archived
  1232. Exploration of Color Patterns for Improving Work Zone Safety and Perception · 2025 · Wu, Hongyue et al. · archived
  1233. 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
  1234. Vehicle Braking is Slower under Dual-Task Conditions: Evidence for “Central” Interference · 2004 · Levy, Jonathan et al. · archived
  1235. Modeling and adaptation of stochastic driver-behavior model with application to car following ↗ · 2011 · Angkititrakul, Pongtep et al. · indexed
  1236. Integrated Capabilities in Heavy Vehicles: Human Factors Research Needs [Summary Report] · 1998 · NHTSA · archived
  1237. 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
  1238. Older Drivers and Advanced Driver Assistance Systems · 2020 · AAA Foundation for Traffic Safety · archived
  1239. Advances in Human-Machine Systems for In-Vehicle Environments: Noise and Cognitive Stress/Distraction ↗ · 2011 · Hansen, John H.L. et al. · indexed
  1240. Exploration of Social-Psychological Factors Leading to Distracted e-Bike Riding Among Delivery Workers · 2024 · Wu, Genhao et al. · archived
  1241. Is There Any Difference between Conversing by Phone and Conversing with a Passenger While Driving? · 2009 · Bruyas, Marie-Pierre et al. · archived
  1242. The evaluation of eye-catching effect in freeway tunnel entrance zone based on fixation behavior characteristics ↗ · 2023 · Han, Lei et al. · indexed
  1243. Novel Estimation of Pilot Performance Characteristics · 2017 · Bachelder, Edward et al. · archived
  1244. Analyzing Vehicle Operator Deviations · 2008 · Pounds, Julia et al. · archived
  1245. Identification of driver car-following behaviour ↗ · 2005 · Mulder, Mark et al. · indexed
  1246. Cognitive workload using interactive voice messaging systems ↗ · 2016 · Coleman, JR et al. · indexed
  1247. Attitudes of Greek Drivers with Focus on Mobile Phone Use While Driving ↗ · 2015 · Yannis, George et al. · indexed
  1248. Driving monotonous routes in a train simulator: the effect of task demand on driving performance and subjective experience ↗ · 2012 · Dunn, Naomi et al. · indexed
  1249. Comparative Analysis of Driver Fatigue in Three Companies from Different Industries ↗ · 2023 · Davidović, Jelica et al. · indexed
  1250. Machine Learning Models of Erroneous Driver Actions at Novel Interchange Configurations ↗ · 2022 · Liu, Yunmei et al. · indexed
  1251. 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
  1252. Reducing young driver road trauma: guidance and optimism for the future: Figure 1 ↗ · 2006 · Senserrick, Teresa · indexed
  1253. Workload and Reliability of Predictor Displays in Aircraft Traffic Avoidance ↗ · 2000 · Wickens, C. D. · indexed
  1254. Driver Control: Achieving Greater Traffic Safety Through Efficiency at the Wheel · 1953 · Kraft, Merwyn Adolph, 1905- · archived
  1255. 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
  1256. Investigation of Time and Speed Perception using a Driving Simulator ↗ · 2018 · Keklikoglou, Andronikos et al. · indexed
  1257. Sensitivity to Uncertainty: Need for a Paradigm Shift ↗ · 2003 · Avineri, Erel et al. · indexed
  1258. Effects of Partial and Total Sleep Deprivation on Driving Performance · 1995 · Peters, Robert D. et al. · archived
  1259. An Exploratory Study of Driver Response to Reduced System Confidence Notifications in Automated Driving ↗ · 2017 · Tijerina, Louis et al. · indexed
  1260. Effects of Driver Task-related Fatigue on Driving Performance ↗ · 2014 · Gastaldi, Massimiliano et al. · indexed
  1261. Predicting Dual-Task Performance With the Multiple Resources Questionnaire (MRQ) ↗ · 2007 · Boles, David B. et al. · indexed
  1262. Driver Alertness and Fatigue: Summary of Completed Research Projects, 1995-98 · 2000 · NHTSA · archived
  1263. The Relationship between Driver Fatigue and Driver Distraction ↗ · 2008 · Williamson, Ann · indexed
  1264. ASPECTS OF ROAD LAYOUT THAT AFFECT DRIVERS' PERCEPTION AND RISK TAKING ↗ · 1980 · Watts, G R et al. · indexed
  1265. A Perceptually Inspired Driver Model for Speed Control in Curves · 2018 · Abbink, David A. · archived
  1266. An Assessment of Commuting Risk Factors for Air Traffic Control Specialists · 2006 · Nesthus, T. et al. · archived
  1267. Covert Orienting of Attention Controls Vigilance Decrement at Low Event Rate ↗ · 1994 · Bahri, Toufik · indexed
  1268. Prediction of drowsiness events in night shift workers during morning driving ↗ · 2017 · Liang, Yulan et al. · indexed
  1269. Federal Highway Administration (FHWA) Driver Model Platform - Version 1.1 : [fact sheet] · 2017 · NHTSA · archived
  1270. Decision-Theoretic Reasoning for Traffic Monitoring and Vehicle Control · 1995 · Wellman, Michael P. et al. · archived
  1271. How Multi-Tasking Ability Impacts Performance, Workload, Situation Awareness, Stress and Trust with Simulated Imperfect Automation. ↗ · 2026 · Greenwell-Barnden, JN et al. · indexed
  1272. Indices for characterizing driving style and their relevance to car following behavior ↗ · 2007 · Ishibashi, Motonori et al. · indexed
  1273. Beyond the tangent point: Gaze targets in naturalistic driving ↗ · 2013 · Lappi, Otto et al. · indexed
  1274. Willingness and intention to run a red light among motorcyclists · 2022 · Esmaeli, Saeed et al. · archived
  1275. Improving the Safety of Urban Freight Deliveries by Organization of the Transportation Process Considering Driver’s State ↗ · 2019 · Galkin, Andrii et al. · indexed
  1276. Drowsy Driving and Automobile Crashes · 1998 · NHTSA · archived
  1277. Dual-task interference in simple tasks: Data and theory. · 1994 · Pashler, Harold · archived
  1278. Older Drivers’ Reasons for Reducing the Overall Amount of Their Driving and for Avoiding Selected Driving Situations ↗ · 2012 · Meng, Annette et al. · indexed
  1279. Joint Cognitive Systems: Foundations of Cognitive Systems Engineering ↗ · 2005 · Hollnagel, Erik et al. · indexed
  1280. Driving Behavior Based Relative Risk Evaluation Using a Nonparametric Optimization Method ↗ · 2021 · Bao, Qiong et al. · indexed
  1281. How internal and external risks affect the relationships between trust and driver behavior in automated driving systems · 2021 · Tilbury, Dawn M. et al. · archived
  1282. Evaluating Demands Associated with the Use of Voice-Based In-Vehicle Interfaces ↗ · 2016 · Strayer, David L. · indexed
  1283. 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
  1284. Out of the Loop, in Your Bubble: Mind Wandering Is Independent From Automation Reliability, but Influences Task Engagement ↗ · 2018 · Gouraud, Jonas et al. · indexed
  1285. An Adaptive Driver Support System ↗ · 2012 · Dijksterhuis, Chris et al. · indexed
  1286. Redundancy, Modality, and Priority in Dual Task Interference ↗ · 2003 · Wickens, Christopher D. et al. · indexed
  1287. 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
  1288. A Mathematical Model of Driver Steering Control Including Neuromuscular Dynamics ↗ · 2008 · Pick, Andrew J. et al. · indexed
  1289. Concealed texting while driving: What are young people’s beliefs about this risky behaviour? · 2014 · Gauld, Cassandra S. et al. · archived
  1290. A Computational Model of Task Overload Management and Task Switching ↗ · 2013 · Wickens, Christopher D. et al. · indexed
  1291. The impact of mortality salience on reckless driving: A test of terror management mechanisms. ↗ · 1999 · Ben-Ari, Orit Taubman et al. · indexed
  1292. Cell phone use diminishes self-awareness of the adverse effects of cell phone use on driving. · 2017 · Sanbonmatsu, David M. et al. · archived
  1293. A confirmatory factor analysis of road users’ cognitive attitudes towards contributing factors of traffic congestion · 2025 · Osei, Kwame Kwakwa et al. · archived
  1294. Driving anxiety and anxiolytics while driving: Their impacts on behaviour and cognition behind the wheel · 2023 · Hidalgo-Muñoz, Antonio R. et al. · archived
  1295. Using situation awareness measures to characterize mental models in an inductive reasoning task ↗ · 2021 · Zhang, Tao et al. · indexed
  1296. Decision making and the avoidance of cognitive demand. ↗ · 2010 · Kool, Wouter et al. · indexed
  1297. 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
  1298. 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
  1299. Stochastic Mixture Modeling of Driving Behavior During Car Following · 2013 · Angkititrakul, Pongtep et al. · archived
  1300. The Long Road Home: Driving Performance and Ocular Measurements of Drowsiness Following Night Shift-Work · 2013 · Horrey, William J. et al. · archived
  1301. 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
  1302. An Integrated Model for User State Detection of Subjective Discomfort in Autonomous Vehicles ↗ · 2021 · Niermann, Dario et al. · indexed
  1303. Towards a vision-based system exploring 3D driver posture dynamics for driver assistance: Issues and possibilities ↗ · 2010 · Tran, Cuong et al. · indexed
  1304. Distraction Becomes Engagement in Automated Driving ↗ · 2015 · Miller, David et al. · indexed
  1305. Selective attention improves under stress: Implications for theories of social cognition. ↗ · 2003 · Chajut, Eran et al. · indexed
  1306. All You Need is Data: A Multimodal Approach in Understanding Driver Behavior ↗ · 2024 · Kwakye, Kelvin et al. · indexed
  1307. Overcoming Barriers in Unhealthy Settings ↗ · 2016 · Lemke, Michael Kenneth et al. · indexed
  1308. 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
  1309. Evaluation of Training Interventions to Mitigate Effects of Fatigue and Sleepiness on Driving Performance ↗ · 2016 · Hamid, Malek et al. · indexed
  1310. 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
  1311. Monitoring Driver Fatigue Via Driving Performance ↗ · 2020 · Fairclough, Stephen · indexed
  1312. Situation awareness and attention allocation measures for quantifying telepresence experiences in teleoperation ↗ · 2003 · Riley, Jennifer M. et al. · indexed
  1313. Pilot Maneuver Choice and Workload in Free Flight ↗ · 2002 · Wickens, C. D. · indexed
  1314. Driver selection and training for human service agencies · 1983 · NHTSA · archived
  1315. Methodological issues in driver fatigue research ↗ · 2019 · Brown, I D · indexed
  1316. Behavioural accident avoidance science: understanding response in collision incipient conditions ↗ · 2003 · HANCOCK, PA et al. · indexed
  1317. Driver distraction: A review of the literature ↗ · 2003 · Young, Kristie L. et al. · indexed
  1318. Level of automation effects on performance, situation awareness and workload in a dynamic control task ↗ · 1999 · Endsley, Mica R. et al. · indexed
  1319. Comparisons of Predictive Power for Traffic Accident Involvement; Celeration Behaviour versus Age, Sex, Ethnic Origin, and Experience ↗ · 2018 · Wåhlberg, Anders Af · indexed
  1320. Influence of Seasonal and Chronobiological Factors on Driver Behavior and Traffic Accident Risk: A Scoping Review · 2026 · Assis, Eber Pinheiro et al. · archived
  1321. Adaptations of drivers’ gaze behaviour during car-following as a function of vehicle automation, duration of use and prior driving experience · 2026 · Schnebelen, Damien et al. · archived
  1322. The restless mind. ↗ · 2006 · Smallwood, Jonathan et al. · indexed
  1323. Predicting Situation Awareness From Physiological Signals ↗ · 2026 · Smith, Kieran J. et al. · indexed
  1324. THE INFLUENCE OF RISK ON DRIVER TRUST IN AUTONOMOUS DRIVING SYSTEMS · 2018 · Petersen, Luke et al. · archived
  1325. Driver distraction: A review of the literature ↗ · 2003 · Young, Kristie L. et al. · indexed
  1326. The Status of the Strategic Task Overload Model (STOM) for Predicting Multi-Task Management ↗ · 2017 · Wickens, Christopher D. et al. · indexed
  1327. The effects of speech production and speech comprehension on simulated driving performance ↗ · 2005 · Kubose, Tate T. et al. · indexed
  1328. Memory Load and Event Rate Control Sensitivity Decrements in Sustained Attention ↗ · 1979 · Parasuraman, Raja · indexed
  1329. Load-Dependent Relationship Between Lateral Prefrontal Cortex Activity and Pupil Diameter in the Context of Driving ↗ · 2025 · Akimoto, Yoritaka et al. · indexed
  1330. Cooperative Adaptive Cruise Control: Human Factors Analysis · 2013 · Jones, Stephen · archived
  1331. Looking-In and Looking-Out of a Vehicle: Computer-Vision-Based Enhanced Vehicle Safety ↗ · 2007 · Trivedi, Mohan Manubhai et al. · indexed
  1332. Measuring Divided-Attention Capability of Young and Older Drivers ↗ · 2001 · Mourant, Ronald R. et al. · indexed
  1333. Visual Cues for Vehicle Control ↗ · 1993 · Kaiser, Mary K. et al. · indexed
  1334. The effect of age on driving performance in Iran using driving simulator ↗ · 2020 · Azadi, NammamAli et al. · indexed
  1335. Automation's Not Perfect But Neither Are We: Unveiling Illusionary Control And Automation Bias In Automated Driving ↗ · 2023 · Manger, Carina et al. · indexed
  1336. Traffic safety culture of drivers in Canada: Implications for new traffic law implementation to enhance traffic safety ↗ · 2022 · Mishra, Sushreeta et al. · indexed
  1337. The Influence of Lead Vehicle Behavior and Vehicle Rates of Closure on a Driver's Braking Behavior ↗ · 2007 · Kelling, Nicholas et al. · indexed
  1338. Vision and Driving in the Elderly ↗ · 1994 · OWSLEY, CYNTHIA · indexed
  1339. Merging in a Coupled Driving Simulator: How do drivers resolve conflicts? · 2023 · Abbink, David A. · archived
  1340. Application of Cognitive Performance Modeling for Usability Evaluation of Emergency Medical Services In-Vehicle Technology ↗ · 2020 · Park, Junho et al. · indexed
  1341. Conditions of Work that Impact the Health Behaviors of Long-Haul Truck Drivers. ↗ · 2025 · Aryal, A et al. · indexed
  1342. Incorporating systems thinking approach in a multilevel framework for human-centered crash analysis ↗ · 2019 · Adanu, Emmanuel Kofi et al. · indexed
  1343. Factors contributing to intercity commercial bus drivers' crash involvement risk ↗ · 2018 · Besharati, Mohammad Mehdi et al. · indexed
  1344. Changing Drivers' Intentions and Behaviours Using Fear-Based Driver Fatigue Advertisements ↗ · 2002 · Tay, Richard et al. · indexed
  1345. Exploring Individual Differences in Consumer Understanding of Partially Automated Driving Systems Before and After Exposure ↗ · 2023 · McDonough, Jessica et al. · indexed
  1346. Hazard Anticipation of Novice and Experienced Drivers ↗ · 2007 · Garay-Vega, Lisandra et al. · indexed
  1347. Guidance on Messaging to Avoid Psychological Reactance and Address Moral Disengagement · 2021 · Otto, Jay et al. · archived
  1348. Drowsy Driving and Automobile Crashes: Report and Recommendations. · 2013 · NHTSA · archived
  1349. Assessing the Effectiveness of Interactive Media in Improving Drowsy Driver Safety ↗ · 2008 · Takayama, Leila et al. · indexed
  1350. LABORATORY ASSESSMENT OF DRIVER ROUTE DIVERSION IN RESPONSE TO IN-VEHICLE NAVIGATION AND MOTORIST INFORMATION SYSTEMS ↗ · 1991 · Allen, R. Wade et al. · indexed
  1351. The Measurement of Attention Capacity through Concurrent Task Performance with Individual Difficulty Levels and Shifting Priorities ↗ · 1974 · Gopher, Daniel et al. · indexed
  1352. Safety in numbers: Target prevalence affects the detection of vehicles during simulated driving · 2014 · Beanland, Vanessa et al. · archived
  1353. Stressful Work, Psychological Job Strain, and Turnover: A 2-Year Prospective Cohort Study of Truck Drivers. ↗ · 2004 · de Croon, E. M. et al. · indexed
  1354. Attitudes towards traffic safety, driving behaviour and accident involvement among the Norwegian public ↗ · 2004 · Iversen, Hilde Hestad et al. · indexed
  1355. 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
  1356. Driver Distraction ↗ · 2008 · Regan, Michael et al. · indexed
  1357. Evaluation of Driver Assistance Systems—A Human Centered Approach ↗ · 2002 · Peng, Huei · indexed
  1358. Investigating driving behavior characteristics on freeway curves under accumulated sand environments: evidence from a driving simulator study ↗ · 2026 · Zhang, Junjie et al. · indexed
  1359. Selective searching while driving: the role of experience in hazard detection and general surveillance ↗ · 2002 · Underwood, Geoffrey et al. · indexed
  1360. Aberrant driving behaviour: errors and violations ↗ · 1995 · Blockey, Paul et al. · indexed
  1361. 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
  1362. 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
  1363. Auditory Displays: If They are so Useful, Why are they Turned Off? ↗ · 1993 · King, Robert A. et al. · indexed
  1364. The cognitive psychology of everyday life* ↗ · 1981 · Baddeley, Alan · indexed
  1365. Structural Equation Modeling to Investigate Behavioral Factors Contributing to Crash Involvement: A Systematic Review ↗ · 2025 · Jafari, Mahsa et al. · indexed
  1366. Cognitive distraction effect from non-driving related task engagement on automated vehicle occupants’ motion sickness levels ↗ · 2026 · Dam, Abhraneil et al. · indexed
  1367. 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
  1368. Fatigue and Human Performance: An Updated Framework · 2022 · Behrens, Martin et al. · archived
  1369. The association between lifestyle and aberrant driving behavior among Iranian car drivers ↗ · 2020 · Dabirinejad, Shahab et al. · indexed
  1370. Conveying Uncertainties Using Peripheral Awareness Displays in the Context of Automated Driving ↗ · 2019 · Kunze, Alexander et al. · indexed
  1371. Impact of Local/Short-Haul Operations on Driver Fatigue: Field Study [TechBrief] · 2001 · NHTSA · archived
  1372. Advanced traveler information system capabilities : human factors research needs : summary report · 1998 · NHTSA · archived
  1373. No attentional control in working memory: A systematic re-analysis of latent-variable studies ↗ · 2023 · Rey-Mermet, Alodie et al. · indexed
  1374. What and When to Explain? A Survey of the Impact of Explanation on Attitudes Toward Adopting Automated Vehicles · 2021 · Zhang, Qiaoning et al. · archived
  1375. Traffic safety culture of professional drivers in the State of Qatar · 2019 · Timmermans, Chantal et al. · archived
  1376. Traffic Flow Management Tools: Guidance for Use Integration and Training: Part-Task Experiment 1 · 2017 · NHTSA · archived
  1377. Final Reflections ↗ · 2015 · Endsley, Mica R. · indexed
  1378. The effects of divided attention on information processing in manual tracking. ↗ · 1976 · Wickens, Christopher D. et al. · indexed
  1379. Effects of Human-Centered Factors on Crash Injury Severities ↗ · 2017 · Adanu, Emmanuel Kofi et al. · indexed
  1380. Cell phone use diminishes self-awareness of the adverse effects of cell phone use on driving. · 2017 · Strayer, David L. · archived
  1381. The Psychology of Attention ↗ · 1997 · Pashler, Harold · indexed
  1382. Drivers' awareness of traffic sign information ↗ · 1991 · Macdonald, Wendy A. et al. · indexed
  1383. The ‘Saw but Forgot’ error: A role for short-term memory failures in understanding junction crashes? · 2019 · Robbins, Chloe J. et al. · archived
  1384. A Review of Situation Awareness Assessment Approaches in Aviation Environments · 2019 · Nguyen, Thanh Thi et al. · archived
  1385. Multisensory In-Car Warning Signals for Collision Avoidance ↗ · 2007 · Ho, Cristy et al. · indexed
  1386. HMI--NEW TECHNOLOGIES AND SAFETY ASPECTS ↗ · 2000 · Haller, Rudolf · indexed
  1387. Visual attention problems as a predictor of vehicle crashes in older drivers. ↗ · 1993 · Ball, Karlene et al. · indexed
  1388. Visual attention problems as a predictor of vehicle crashes in older drivers. ↗ · 1993 · Ball, Karlene et al. · indexed
  1389. Influence of Surrounding Traffic and System Behaviors on Driver-Initiated Automation Disengagements in Urban Overtaking Scenarios ↗ · 2025 · Muslim, Husam et al. · indexed
  1390. Social Influences Among Young Drivers on Talking on the Mobile Phone While Driving ↗ · 2010 · Riquelme, Hernán et al. · indexed
  1391. Using Computational Cognitive Modeling to Diagnose Possible Sources of Aviation Error · 2005 · Byrne, Michael D. et al. · archived
  1392. MODELLING INTER URBAN ROUTE CHOICE BEHAVIOUR ↗ · 1984 · Ben‐Akiva, Moshe et al. · indexed
  1393. The role of attention control in complex real-world tasks ↗ · 2021 · Draheim, Christopher et al. · indexed
  1394. Human Performance Consequences of Stages and Levels of Automation · 2013 · Onnasch, Linda et al. · archived
  1395. 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
  1396. Impaired alertness and performance driving home from the night shift: a driving simulator study ↗ · 2005 · Åkerstedt, Torbjörn et al. · indexed
  1397. A Generic Road Traffic Simulation Model ↗ · 2002 · Hadouaj, Sameh et al. · indexed
  1398. Driving behaviours, traffic risk and road safety: comparative study between Malaysia and Singapore ↗ · 2014 · Khan, Saif Ur Rehman et al. · indexed
  1399. The Effects of Head-Up Display Clutter and In-Vehicle Display Separation on Concurrent Driving Performance ↗ · 2003 · Wickens, C. D. et al. · indexed
  1400. Level of Automation: Integrating Humans and Automated Systems ↗ · 1997 · Endsley, Mica R. · indexed
  1401. 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
  1402. Anxiety and cognitive performance: Attentional control theory. · 2007 · Eysenck, Michael W · archived
  1403. Vehicle Control During Curve Driving ↗ · 1986 · Godthelp, Hans · indexed
  1404. 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
  1405. Factors Affecting Self-Regulatory Driving Practices Among Older Adults ↗ · 2013 · Charlton, Judith L. et al. · indexed
  1406. MODELING ACCELERATION BEHAVIOR IN A CONNECTED ENVIRONMENT ↗ · 2015 · Talebpour, Alireza et al. · indexed
  1407. A Mathematical Model for the Prediction of Speeding with its Validation ↗ · 2013 · Zhao, Guozhen et al. · indexed
  1408. Driver’s Anticipation and Memory Driving Car-Following Model ↗ · 2020 · Jafaripournimchahi, Ammar et al. · indexed
  1409. Error analysis and in-depth accident studies ↗ · 1990 · Malaterre, G · indexed
  1410. The Nature and Role of Attentional Resources in Controlled and Automatic Detection ↗ · 1981 · Hoffman, James E. et al. · indexed
  1411. Sleep Deprivation and Sustained Attention Performance: Integrating Mathematical and Cognitive Modeling ↗ · 2009 · Gunzelmann, Glenn et al. · indexed
  1412. Testing the Effect of Road Traffic Signs′ Informational Value on Driver Behavior ↗ · 1992 · Fisher, James · indexed
  1413. EXPERIENCE AND EXPERTISE IN HAZARD PERCEPTION ↗ · 1991 · McKenna, Frank et al. · indexed
  1414. Defining interactions: a conceptual framework for understanding interactive behaviour in human and automated road traffic ↗ · 2020 · Markkula, G. et al. · indexed
  1415. Design and Evaluation of Ecological Interface of Driving Warning System Based on AR-HUD ↗ · 2024 · Ma, Jun et al. · indexed
  1416. Modelling communication-enabled traffic interactions · 2023 · Siebinga, Olger et al. · archived
  1417. A Neural-Fuzzy Framework for Modeling Car-following Behavior ↗ · 2006 · Ma, Xiaoliang · indexed
  1418. Expertise and Age Effects on Pilot Mental Workload in a Simulated Aviation Task ↗ · 1996 · Morrow, Daniel · indexed
  1419. A Review of Sociodemographic Influences on Car-Following Behavior ↗ · 2026 · Hussain, Zahid et al. · indexed
  1420. Evaluating Effects of Enhanced Autonomy Transparency on Trust, Dependence, and Human-Autonomy Team Performance over Time · 2022 · Du, Na et al. · archived
  1421. The Effect of Fatigue on Take-over Performance in Urgent Situations in Conditionally Automated Driving ↗ · 2019 · Feldhutter, Anna et al. · indexed
  1422. Cognitive control and capacity for prospective memory in complex dynamic environments. · 2019 · Boag, Russell J. et al. · archived
  1423. Workload-Matched Adaptive Automation Support of Air Traffic Controller Information Processing Stages · 2002 · Kaber, David B. et al. · archived
  1424. The effect of motion and signalling on drivers’ ability to predict intentions of other road users · 2016 · Lee, Yee Mun et al. · archived
  1425. Young and unaffected by road policing strategies: Using deterrence theory to explain provisional drivers’ (non)compliance ↗ · 2015 · Bates, Lyndel et al. · indexed
  1426. 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
  1427. Effects of a Motion Seat System on Driver’s Passive Task-Related Fatigue: An On-Road Driving Study ↗ · 2020 · Lee, Seunghoon et al. · indexed
  1428. Fatigue and Commercial Motorcoach/Bus Driver Safety: Expert Panel Report · 2013 · Belenky, Gregory et al. · archived
  1429. Problematic substance use and implications for road safety: An investigation on psychological dysfunction and risky driving styles · 2024 · Love, Steven et al. · archived
  1430. Driver distraction in an unusual environment: Effects of text-messaging in tunnels ↗ · 2013 · Rudin-Brown, Christina M. et al. · indexed
  1431. Design and Implementation of Control-Theory-Based Microscopic Traffic Flow Model ↗ · 2002 · Shi, Huajing et al. · indexed
  1432. Stages and Levels of Automation: An Integrated Meta-analysis ↗ · 2010 · Wickens, Christopher D. et al. · indexed
  1433. Workload Demands of Remotely Piloted Vehicle Supervision and Control: (1) Single Vehicle Performance ↗ · 2002 · Wickens, C. D. · indexed
  1434. A multi-level model on automated vehicle acceptance (MAVA): a review-based study ↗ · 2019 · Nordhoff, Sina et al. · indexed
  1435. Why drivers use cell phones and support legislation to restrict this practice. · 2017 · Sanbonmatsu, David M. et al. · archived
  1436. Understanding the causation of single-vehicle crashes: a methodology for in-depth on-scene multidisciplinary case studies ↗ · 2007 · Sandin, Jesper et al. · indexed
  1437. A Preliminary Study on the Influence of Automation over Mind Wandering Frequency in Sustained Attention ↗ · 2017 · Gouraud, Jonas et al. · indexed
  1438. Functional Equivalence of Sleep Loss and Time on Task Effects in Sustained Attention ↗ · 2017 · Veksler, Bella Z. et al. · indexed
  1439. A Human Factors Investigation Into the Unavailability of Active Warnings at Railway Level Crossings ↗ · 2012 · Gildersleeve, Matthew et al. · indexed
  1440. Driver fatigue detection : A survey ↗ · 2009 · Coetzer, R.C. et al. · indexed
  1441. Cue Utilization Predicts Resource Allocation during Rail Control Simulations: A NIRS Study ↗ · 2018 · Sturman, Daniel et al. · indexed
  1442. Investigation of Actual and Perceived Behavior of Older Drivers on Freeways ↗ · 2008 · Vardaki, Sophia · indexed
  1443. Effects of Lead Vehicle Speed and Separation Distance on Driver Car-Following Behavior ↗ · 2006 · Abbink, David A. · indexed
  1444. 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
  1445. Driver monitoring systems (DMS): The future of impaired driving management? ↗ · 2021 · Hayley, Amie C. et al. · indexed
  1446. Human Factors Issues in Intersection Safety [Issue Briefs vol. 12] · 2009 · NHTSA · archived
  1447. Drivers’ Risk and Emotional Intelligence in Safe Interactions with Vulnerable Road Users: Toward Sustainable Mobility ↗ · 2025 · Pourfalatoun, Shiva et al. · indexed
  1448. Driver Fatigue and Road Safety on Poland’s National Roads ↗ · 2013 · Jamroz, Kazimierz et al. · indexed
  1449. Effects of sleep deprivation and hazard types on the hazard perception of young novice drivers: An ERP study ↗ · 2024 · Sun, Long et al. · indexed
  1450. Driver Expectations of a Partial Driving Automation System in Relation to Branding and Training ↗ · 2022 · Singer, Jeremiah et al. · indexed
  1451. Driving with distraction in Parkinson disease ↗ · 2006 · Uc, E. Y. et al. · indexed
  1452. Sebuah Analisis Tingkat Stres dan Performansi serta Hubungannya pada Kecepatan Respon dan Jumlah Kesalahan Pengemudi Mobil Pribadi di Bandung ↗ · 2020 · Febrianti, Asterina · indexed
  1453. Examining the impacts of drivers' emotions on takeover readiness and performance in highly automated driving · 2019 · Du, Na et al. · archived
  1454. The Risk of a Safety-Critical Event Associated With Mobile Device Use in Specific Driving Contexts ↗ · 2014 · Fitch, Gregory M. et al. · indexed
  1455. In-vehicle fragrance administration as a countermeasure for driver fatigue · 2024 · Dahlman, Anna Sjörs et al. · archived
  1456. The relationship of driving skills of students driving with their individual psychological features · 2019 · Bebinov S.E. et al. · archived
  1457. Fatigue Among Indonesian Commercial Vehicle Drivers: A Study Examining Changes in Subjective Responses and Ocular Indicators · 2023 · Zainy, Muhammad Lutfi Shadiq et al. · archived
  1458. Driver Behavior Characteristics of Teenage Drivers and Older Drivers · 1999 · Parham, Angelia H. et al. · archived
  1459. No attentional control in working memory: A systematic re-analysis of latent-variable studies ↗ · 2025 · Rey-Mermet, Alodie et al. · indexed
  1460. A Predictive Model of a Driver’s Target Trajectory Based on Estimated Driving Behaviors ↗ · 2023 · Yan, Zhanhong et al. · indexed
  1461. What is the relationship between self-reported aberrant driving behaviors, mindfulness, and self-reported crashes and infringements? ↗ · 2018 · Koppel, Sjaan et al. · indexed
  1462. Small Screen Use and Driving Safety ↗ · 2017 · Strayer, David L. · indexed
  1463. Suppression of Covert and Overt Attentional Capture ↗ · 2016 · Gaspelin, Nicholas et al. · indexed
  1464. Road Vehicle Automation and Its Effects on Fatigue, Sleep, Rest, and Recuperation ↗ · 2023 · Ahlström, Christer et al. · indexed
  1465. 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
  1466. Expression of anger while driving - personality and self-consciousness in Chinese drivers · 2023 · Zhai, Chenzhao et al. · archived
  1467. Driving Distractions Perceptions among Young Drivers in an Urban Area of Shah Alam · 2022 · Kamaluddin, Noor Azreena et al. · archived
  1468. Human factors contributing to the road traffic accident occurrence ↗ · 2020 · Bucsuházy, Kateřina et al. · indexed
  1469. Situation Awareness ↗ · 2015 · Bass, Ellen J. et al. · indexed
  1470. Real-time driver alerts to improve CMV safety in California work zones: a naturalistic study ↗ · 2025 · McMillan, Julia et al. · indexed
  1471. Behavioral adaptation of drivers when driving among automated vehicles · 2022 · Aramrattana, Maytheewat et al. · archived
  1472. Road influence on the development on driver fatigue · 2019 · Davidović, Jelica et al. · archived
  1473. Mental Models of Eco-Driving: Comparison of Driving Styles in a Simulator · 2019 · Pampel, Sanna et al. · archived
  1474. Examining the impacts of drivers’ emotions on takeover readiness and performance in highly automated driving · 2019 · Ayoub, Jackie et al. · archived
  1475. Lateral control assistance in car driving: classification, review and future prospects ↗ · 2011 · Navarro, J. et al. · indexed
  1476. Effects of Speed of Visual Processing Training upon Non-Visual Attention in "At-Risk" Older Drivers · 2001 · Skaar, Nicole et al. · archived
  1477. Stress and Driving Performance: Implications for Design and Training ↗ · 2000 · Matthews, Gerald et al. · indexed