automation

The human-automation interaction and interface layer: how drivers engage, monitor, hand off to, and reclaim control from automated systems, including mode awareness, trust, transparency, and engagement/disengagement HMI. This is the interface and human-factors side of automation, distinct from the vehicle_automation_adas category that classifies the automation levels and technologies themselves (e.g., l2_supervised, l3_conditional).

796 paper(s) · ranked by relevance to this topic

1. From Car-Driver-Handovers to Cooperative Interfaces: Visions for Driver-Vehicle Interaction in Automated Driving ↗ · 2017 · Walch, Marcel et al. · indexed
2. Development and evaluation of a human machine interface to support mode awareness in different automated driving modes · 2022 · Tinga, Angelica M. et al. · archived
3. Human machine interface design for continuous support of mode awareness during automated driving: An online simulation ↗ · 2022 · Tinga, Angelica M. et al. · indexed
4. Using Human-Machine Interfaces To Convey Feedback in Automated Vehicles · 2019 · Shull, Emily et al. · archived
5. Understanding Driver-Automated Vehicle Interactions Through Wizard of Oz Design Improvisation ↗ · 2015 · Mok, Brian et al. · indexed
6. Human-Machine Interaction for Vehicles: Review and Outlook ↗ · 2018 · Kun, Andrew L. · indexed
7. Confidence Horizon for a Dynamic Balance between Drivers and Vehicle Automation: First Sketch and Application · 2022 · Herzberger, Nicolas et al. · archived
8. Human-Machine Interfaces and Vehicle Automation: The Effect of HMI Design on Driver Performance and Behavior · 2023 · Wang, Meng et al. · archived
9. Humans and intelligent vehicles : the hope, the help, and the harm. · 2016 · Fisher, Donald L. et al. · archived
10. Control Transition Interfaces in Semiautonomous Vehicles ↗ · 2017 · Mirnig, Alexander G. et al. · indexed
11. Creating Appropriate Trust in Automated Vehicle Systems: A Framework for HMI Design ↗ · 2017 · Ekman, Fredrick et al. · indexed
12. Human Factors Evaluation of Level 2 and Level 3 Automated Driving Concepts ↗ · 2015 · Blanco, Myra et al. · indexed
13. 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
14. The More You Know: Trust Dynamics and Calibration in Highly Automated Driving and the Effects of Take-Overs, System Malfunction, and System Transparency · 2019 · Kraus, Johannes et al. · archived
15. Linking Behaviour and Perception to Evaluate Meaningful Human Control over Partially Automated Driving · 2026 · George, Ashwin et al. · archived
16. Human-Machine Interfaces and Vehicle Automation: The Effect of HMI Design on Driver Performance and Behavior · 2023 · AAA Foundation for Traffic Safety · archived
17. A User-Centered Approach to Adapt the Human-Machine Cooperation Strategy in Autonomous Driving · 2021 · Coeugnet, Stéphanie et al. · archived
18. National Advanced Driving Simulator Measures Driver Interactions with Automated Driving System · 2017 · NHTSA · archived
19. Preface to the Special Section on Human Factors and Automation in Vehicles · 2012 · Merat, Natasha et al. · archived
20. Driving in an Increasingly Automated World – Approaches to Improve the Driver-automation Interaction ↗ · 2015 · Stockert, Sonja et al. · indexed
21. CityMobil · 2009 · Toffetti, Antonella et al. · archived
22. 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
23. Consumer Use & Adoption of Advanced Vehicle Systems · 2019 · Seppelt, Bobbie et al. · archived
24. Work domain modeling of human-automation interaction for in-vehicle automation · 2024 · Zhang, You et al. · archived
25. A theoretical model of human-automation interaction grounded in resource allocation policy during automated driving ↗ · 2018 · Yamani, Yusuke et al. · indexed
26. Human Factors Evaluation of Level 2 and Level 3 Automated Driving Concepts: Concepts of Operation · 2014 · Marinik, Andrew et al. · archived
27. Mode confusion of human–machine interfaces for automated vehicles ↗ · 2022 · Eom, Hwisoo et al. · indexed
28. Human-Centered Challenges and Contribution for the Implementation of Automated Driving · 2011 · van den Beukel, Arie P. et al. · archived
29. Transfer from Highly Automated to Manual Control: Performance & Trust · 2016 · Schwarz, Chris et al. · archived
30. From Manual Driving to Automated Driving · 2019 · Ayoub, Jackie et al. · archived
31. Who is performing the driving tasks after interventions? Investigating drivers' understanding of mode transition logic in automated vehicles ↗ · 2024 · Kim, Soyeon et al. · indexed
32. Improving Driver Performance and Experience in Assisted and Automated Driving With Visual Cues in the Steering Wheel ↗ · 2022 · Diederichs, Frederik et al. · indexed
33. Automation Expectation Mismatch: Incorrect Prediction Despite Eyes on Threat and Hands on Wheel ↗ · 2018 · Victor, Trent et al. · indexed
34. Human-Machine Interfaces and Vehicle Automation: A Review of the Literature and Recommendations for System Design, Feedback, and Alerts · 2022 · AAA Foundation for Traffic Safety · archived
35. An Evaluation of Inclusive Dialogue-Based Interfaces for the Takeover of Control in Autonomous Cars ↗ · 2018 · Politis, Ioannis et al. · indexed
36. Human factors implications of vehicle automation: Current understanding and future directions · 2014 · Merat, Natasha et al. · archived
37. Transition to manual: Driver behaviour when resuming control from a highly automated vehicle ↗ · 2014 · Merat, Natasha et al. · indexed
38. Improving Passenger Experience and Trust in Automated Vehicles Through User-Adaptive HMIs: “The More the Better” Does Not Apply to Everyone · 2021 · Hartwich, Franziska et al. · archived
39. Human factors issues for automated vehicles ↗ · 2012 · Harvey, Catherine · indexed
40. The impact of visual user interfaces on drivers’ understanding of driving control mode and hands-on steering wheel requirement in Level 2 automated vehicles · 2024 · Kim, Soyeon et al. · archived
41. How to navigate the intermediate levels of vehicle automation? ↗ · 2025 · van Nes, Nicole et al. · indexed
42. Haptic shared control: smoothly shifting control authority? · 2011 · Abbink, David A. et al. · archived
43. Taking Over Control From Highly Automated Vehicles in Complex Traffic Situations ↗ · 2016 · Gold, Christian et al. · indexed
44. From Here to Autonomy ↗ · 2016 · Endsley, Mica R. · indexed
45. Looking at HMI Concepts for Highly Automated Vehicles: Permanent vs. Context-Adaptive Information Presentation ↗ · 2022 · Hollander, Cornelia et al. · indexed
46. Human-Centered Intervention Based on Tactical-Level Input in Unscheduled Takeover Scenarios for Highly-Automated Vehicles · 2020 · Kamezaki, Mitsuhiro et al. · archived
47. Influence of an Innovative HMI for Highly Automated Driving on Trust · 2026 · Rauh, Nadine et al. · archived
48. Development of Situational Awareness Enhancing System for Manual Takeover of AV · 2023 · Li, Yujie et al. · archived
49. Towards Cooperative Driving: Involving the Driver in an Autonomous Vehicle's Decision Making · 2016 · Walch, Marcel et al. · archived
50. The Importance of Interruption Management for Usefulness and Acceptance of Automated Driving ↗ · 2017 · Naujoks, Frederik et al. · indexed
51. Autonomous driving: investigating the feasibility of car-driver handover assistance · 2015 · Walch, Marcel et al. · archived
52. From HMI to HMIs: Towards an HMI Framework for Automated Driving · 2020 · Bengler, Klaus et al. · archived
53. Bridging Gaps Among Human, Assisted, and Automated Driving With DVIs: A Conceptional Experimental Study ↗ · 2018 · Wang, Jiao et al. · indexed
54. Towards cooperative guidance and control of highly automated vehicles: H-Mode and Conduct-by-Wire ↗ · 2014 · Flemisch, Frank et al. · indexed
55. Reliable and transparent in-vehicle agents lead to higher behavioral trust in conditionally automated driving systems · 2023 · Taylor, Skye et al. · archived
56. Handbook of Human Factors for Automated, Connected, and Intelligent Vehicles ↗ · 2020 · Fisher, Donald L. et al. · indexed
57. Biologically Inspired Automotive User Interfaces for Partially and Highly Automated Maneuver Gestures: Final Results and Outlook · 2022 · Herzberger, Nicolas Daniel et al. · archived
58. Engagement in Non-Driving Related Tasks as a Non-Intrusive Measure for Mode Awareness: A Simulator Study ↗ · 2020 · Forster, Yannick et al. · indexed
59. Handovers and Resumption of Control in Semi-Autonomous Vehicles ↗ · 2017 · Mirnig, Alexander G. et al. · indexed
60. Cooperation between driver and automated driving system: Implementation and evaluation · 2017 · Guo, Chunshi et al. · archived
61. Situation awareness with different levels of automation ↗ · 2014 · Miller, Dave et al. · indexed
62. Applicability of risky decision-making theory to understand drivers' behaviour during transitions of control in vehicle automation · 2019 · GONÇALVES, Rafael Cirino et al. · archived
63. Automation transparency: implications of uncertainty communication for human-automation interaction and interfaces ↗ · 2018 · Kunze, Alexander et al. · indexed
64. Effects of User Interfaces on Take-Over Performance: A Review of the Empirical Evidence · 2021 · Kim, Soyeon et al. · archived
65. Using Driver State Detection in Automated Vehicles · 2018 · Gaspar, John et al. · archived
66. Driver Expectations for System Control Errors, Driver Engagement, and Crash Avoidance in Level 2 Driving Automation Systems · 2021 · Russell, Sheldon M. et al. · archived
67. Transition of Control: Automation Giving Back Control to the Driver · 2021 · Willemsen, Dehlia et al. · archived
68. Creating informed public acceptance by a user-centered human-machine interface for all automated transport modes · 2022 · Mathis, Lesley-Ann et al. · archived
69. User interface design and verification for semi-autonomous driving · 2014 · Sadigh, Dorsa et al. · archived
70. Conceptualization of Human Factors in Automated Driving by Work Domain Analysis ↗ · 2020 · Zhang, You et al. · indexed
71. I’ve Got the Power: Exploring the Impact of Cooperative Systems on Driver-Initiated Takeovers and Trust in Automated Vehicles ↗ · 2023 · Woide, Marcel et al. · indexed
72. 2017 Forum on the Impact of Vehicle Technologies and Automation on Users: A Summary Report · 2018 · AAA Foundation for Traffic Safety · archived
73. Situational Awareness, Drivers Trust in Automated Driving Systems and Secondary Task Performance · 2019 · Petersen, Luke et al. · archived
74. Takeover performance according to the level of disengagement during automated driving · 2022 · Gallouin, Evan et al. · archived
75. Toward Defining Driving Automation from a Human-Centered Perspective ↗ · 2017 · Yang, Ji Hyun et al. · indexed
76. Explainable Automation: Personalized and Adaptive UIs to Foster Trust and Understanding of Driving Automation Systems ↗ · 2020 · Wintersberger, Philipp et al. · indexed
77. Human system patterns for interaction and cooperation of automated vehicles and humans ↗ · 2023 · Flemisch, Frank et al. · indexed
78. Visual gaze and engagement with non-driving related tasks: a driving simulator study with automated vehicles ↗ · 2025 · Pradhan, Anuj K. · indexed
79. Effect of System Capability Verification on Conflict, Trust, and Behavior in Automated Vehicles · 2022 · Woide, Marcel et al. · archived
80. Moving Into the Loop: An Investigation of Drivers' Steering Behavior in Highly Automated Vehicles ↗ · 2020 · Alsaid, Areen et al. · indexed
81. The Challenges of Driving Mode Switching in Automated Vehicles: A Review ↗ · 2023 · Hu, Lin et al. · indexed
82. Using Trust in Automation to Enhance Driver-(Semi)Autonomous Vehicle Interaction and Improve Team Performance · 2021 · Azevedo-Sa, Hebert et al. · archived
83. A Predictive Model of Driver Response in an Autonomous Environment ↗ · 2015 · Samuel, Siby et al. · indexed
84. To Trust or Not to Trust? A Simulation-Based Experimental Paradigm · 2018 · Knodler Jr., Michael A. et al. · archived
85. A Contextual Multimodal System for Increasing Situation Awareness and Takeover Quality in Conditionally Automated Driving · 2023 · Capallera, Marine et al. · archived
86. Toward an “Equal-Footing” Human-Robot Interaction for Fully Autonomous Vehicles · 2017 · Amanatidis, Theocharis et al. · archived
87. Reaction Times When Switching From Autonomous to Manual Driving Control ↗ · 2016 · Funkhouser, Kelly et al. · indexed
88. User Experience and Behavioural Adaptation Based on Repeated Usage of Vehicle Automation: Online Survey · 2024 · Mbelekani, Naomi Y. et al. · archived
89. Guiding Driver Responses During Manual Takeovers from Automated Vehicles · 2023 · Greatbatch, Richard et al. · archived
90. Countermeasures To Detect and Combat Inattention While Driving Partially Automated Systems · 2023 · Paras, Carolina Rodriguez et al. · archived
91. Mode Awareness and Automated Driving—What Is It and How Can It Be Measured? ↗ · 2020 · Kurpiers, Christina et al. · indexed
92. Vehicle Automation Field Test: Impact on Driver Behavior and Trust · 2020 · Morales-Alvarez, Walter et al. · archived
93. Aiding Automated Shuttles with Their Driving Tasks as an On-Board Operator: A Case Study on Different Automated Driving Systems in Three Living Labs · 2024 · Schrank, Andreas et al. · archived
94. Control Transferring between Automated and Manual Driving using Shared Control ↗ · 2017 · Saito, Takahiro et al. · indexed
95. The Dynamics of Attention Across Automated and Manual Driving Modes: A Driving Simulation Study ↗ · 2026 · Cai, Yuan et al. · indexed
96. Explicit behaviors affected by driver's trust in a driving automation system · 2019 · Liu, Hailong et al. · archived
97. The implication of non-driving activities on situation awareness and take-over performance in level 3 automation ↗ · 2020 · Yang, Lichao et al. · indexed
98. Automation Lessons from Other Domains ↗ · 2020 · Wickens, C. D. · indexed
99. From Awareness to Intent: Mitigating Silent Driving System Failures through Prospective Situation Awareness Enhancing Interfaces · 2026 · Wang, Jiyao et al. · archived
100. Looking at Trust in Mediated Conditionally Automated Driving: Smooth vs. Close Driving Maneuvers and Initial Trust Groups ↗ · 2026 · Hollander, Cornelia et al. · indexed
101. Driving automation forward : human factors for limited-ability autonomous driving systems. · 2010 · NHTSA · archived
102. A human factors perspective on automated driving · 2017 · Kyriakidis, Miltos et al. · archived
103. Human-Centered AI to Support an Adaptive Management of Human-Machine Transitions with Vehicle Automation · 2020 · Bellet, Thierry et al. · archived
104. Humans: Still Vital After All These Years of Automation ↗ · 2008 · Parasuraman, Raja et al. · indexed
105. Disengagement from driving when using automation during a 4-week field trial ↗ · 2021 · Reagan, Ian J. et al. · indexed
106. Human-Automation Interaction and the Challenge of Maintaining Situation Awareness in Future Autonomous Vehicles ↗ · 2019 · Endsley, Mica R. · indexed
107. Trust in Level 3 Automated Vehicles: A Systematic Literature Review ↗ · 2025 · Alkurdi, Duha et al. · indexed
108. Emergency, Automation Off: Unstructured Transition Timing for Distracted Drivers of Automated Vehicles ↗ · 2015 · Mok, Brian et al. · indexed
109. Modeling driver-vehicle interaction in automated driving Modellierung der Fahrer-Fahrzeug-Interaktion beim automatisierten Fahren · 2022 · Nobari, Khazar Dargahi et al. · archived
110. Takeover Safety Analysis with Driver Monitoring Systems and Driver–Vehicle Interfaces in Highly Automated Vehicles ↗ · 2021 · Yu, Dongyeon et al. · indexed
111. Prior Familiarization With Takeover Requests Affects Drivers’ Takeover Performance and Automation Trust ↗ · 2017 · Hergeth, Sebastian et al. · indexed
112. A multi-method approach to understanding drivers' experiences and behavior under partial vehicle automation · 2023 · Strayer, DL et al. · archived
113. Driver Reactions to Automated Vehicles · 2018 · Eriksson, Alexander et al. · archived
114. How to Design Human-Vehicle Cooperation for Automated Driving: A Review of Use Cases, Concepts, and Interfaces ↗ · 2024 · Peintner, Jakob et al. · indexed
115. Approaches for loss of vigilance in vehicle automation: a meta-analytical study ↗ · 2017 · Gonçalves, Rafael Cirino et al. · indexed
116. Keeping the driver in the loop: Dynamic feedback to support appropriate use of imperfect vehicle control automation ↗ · 2019 · Seppelt, Bobbie et al. · indexed
117. Actions speak louder: Effects of a transforming steering wheel on post-transition driver performance ↗ · 2017 · Mok, Brian et al. · indexed
118. Toward Computational Simulations of Behavior During Automated Driving Takeovers: A Review of the Empirical and Modeling Literatures · 2019 · McDonald, Anthony D. et al. · archived
119. Driver Inattention During Vehicle Automation: How Does Driver Engagement Affect Resumption Of Control? ↗ · 2015 · Louw, Tyron et al. · indexed
120. Context-Adaptive Management of Drivers’ Trust in Automated Vehicles · 2020 · Azevedo-Sa, Hebert et al. · archived
121. Is trust a belief, observation, or state: Results from an active inference analysis of driver-automation transitions of control ↗ · 2023 · Wei, Ran et al. · indexed
122. 2019 Forum on the Impact of Vehicle Technologies and Automation on Users – Design and Safety Implications: A Summary Report · 2020 · AAA Foundation for Traffic Safety · archived
123. Transitioning back from SAE-L3 autonomy – comparing traded and shared control ↗ · 2020 · Abbink, David A. · indexed
124. Influence of Surrounding Traffic and System Behaviors on Driver-Initiated Automation Disengagements in Urban Overtaking Scenarios ↗ · 2025 · Muslim, Husam et al. · indexed
125. Meeting User Needs in Vehicle Automation · 2022 · Drewitz, Uwe et al. · archived
126. Towards Understanding Human-Technology Migration: Internal Interaction in Automated Road Vehicles · 2025 · Weiser, Paul et al. · archived
127. Examining Driver Takeover Decisions and Trust of AVs at Rural Intersections · 2026 · Morris, Nichole L. et al. · archived
128. Cooperation between drivers and automation: implications for safety ↗ · 2008 · Hoc, Jean-Michel et al. · indexed
129. On the Design of Adaptive Automation for Complex Systems ↗ · 2001 · Kaber, David et al. · indexed
130. Toward Shared Control Between Automated Vehicles and Users · 2020 · Terken, Jacques et al. · archived
131. Driving Performance After Self-Regulated Control Transitions in Highly Automated Vehicles ↗ · 2017 · Eriksson, Alexander et al. · indexed
132. Towards guidelines and verification methods for automated vehicle HMIs · 2018 · Naujoks, Frederik et al. · archived
133. Takeover Time in Highly Automated Vehicles: Noncritical Transitions to and From Manual Control ↗ · 2017 · Eriksson, Alexander et al. · indexed
134. Coming back into the loop: Drivers’ perceptual-motor performance in critical events after automated driving · 2017 · Louw, Tyron et al. · archived
135. PRECURSOR SYSTEM ANALYSES OF AUTOMATED HIGHWAY SYSTEM. FINAL REPORT. VOLUME III: AUTOMATED CHECK-OUT · 1995 · Turan, Levent et al. · archived
136. Promoting trust in HAVs of following manual drivers through implicit and explicit communication during minimal risk maneuvers · 2023 · Hub, Fabian et al. · archived
137. A review of human-automation interaction and lessons learned · 2006 · Sheridan, Thomas et al. · archived
138. From Initial to Situational Automation Trust: The Interplay of Personality, Interpersonal Trust, and Trust Calibration in Young Males · 2026 · Tang, Menghan et al. · archived
139. 2021 Virtual Forum on the Impact of Vehicle Technologies and Automation on Users: A Summary Report · 2022 · AAA Foundation for Traffic Safety · archived
140. The Effect of Urgency of Take-Over Requests During Highly Automated Driving Under Distraction Conditions · 2021 · Naujoks, Frederik et al. · archived
141. Handling Trust Between Drivers and Automated Vehicles for Improved Collaboration · 2021 · Tilbury, Dawn M. et al. · archived
142. Koordination von Übernahmemanövern beim hochautomatisierten Fahren unter Berücksichtigung der Fahrerverfügbarkeit Coordination of Takeover Maneuvers in Highly Automated Driving Considering Driver Availability · 2021 · Albers, Franz et al. · archived
143. Increasing system transparency through confidence information in cooperative, automated driving ↗ · 2025 · Peintner, Jakob et al. · indexed
144. Building Trust Profiles in Conditionally Automated Driving · 2023 · Avetisyan, Lilit et al. · archived
145. Assessment of Driving Automation Interfaces via Visual Attention Measures: A Literature Review ↗ · 2021 · Kanaan, Dina et al. · indexed
146. Multi-level cooperation between the driver and an automated driving system during lane change maneuver ↗ · 2016 · Benloucif, M. A. et al. · indexed
147. Automated driving · 2020 · Janssen, Christian P. et al. · archived
148. Cooperation Between Vehicle and Driver: Predicting the Driver’s Takeover Capability in Cooperative Automated Driving Based on Orientation Patterns · 2024 · Herzberger, Nicolas et al. · archived
149. A transforming steering wheel for highly automated cars ↗ · 2015 · Kerschbaum, Philipp et al. · indexed
150. Insights for the Future of Car Rental and Ridesharing: Driving Behavior Across Different Levels of Automation · 2025 · Meda, Pranav et al. · archived
151. Driver behaviors assisted by different human machine interfaces to avoid rear-end collisions during level 2 automated driving ↗ · 2023 · Yang, Bo et al. · indexed
152. Toward Computational Simulations of Behavior During Automated Driving Takeovers: A Review of the Empirical and Modeling Literatures · 2019 · McDonald, Anthony D et al. · archived
153. Is conditionally automated driving a bad idea? Observations from an on-road study in automated vehicles with multiple levels of driving automation · 2025 · Kim, Soyeon et al. · archived
154. Does a Confidence Level for Automated Driving Time Estimations Improve the Subjective Evaluation of an Automation HMI? · 2020 · Hecht, Tobias et al. · archived
155. Your Interface, Your Control: Adapting Takeover Requests for Seamless Handover in Semi-Autonomous Vehicles · 2025 · Gomaa, Amr et al. · archived
156. Level of Automation Forms a Key Aspect of Autonomy Design ↗ · 2017 · Endsley, Mica R. · indexed
157. Attentive User Interfaces to Improve Multitasking and Take-Over Performance in Automated Driving ↗ · 2019 · Wintersberger, Philipp et al. · indexed
158. Beyond Levels of Automation: Human System Modes, Levels, Functions and Patterns for an Intelligent Human Systems Integration of Humans and Co-Systems · 2024 · Flemisch, Frank et al. · archived
159. Task Interruption and Control Recovery Strategies After Take-Over Requests Emphasize Need for Measures of Situation Awareness ↗ · 2020 · Vogelpohl, Tobias et al. · indexed
160. Driver Trust in Automated Driving Systems: The Case of Overtaking and Passing ↗ · 2018 · Abe, Genya et al. · indexed
161. A Path towards Sustainable Vehicle Automation: Willingness to Engage in Level 3 Automated Driving · 2022 · Tomasevic, Nebojsa et al. · archived
162. Influence of automated driving on driver’s own localization: a driving simulator study ↗ · 2019 · Umeno, Ryuichi et al. · indexed
163. A Multi-Method Approach to Understanding Drivers’ Experiences and Behavior Under Partial Vehicle Automation · 2023 · AAA Foundation for Traffic Safety · archived
164. Perceived safety and trust in SAE Level 2 partially automated cars: Results from an online questionnaire · 2021 · Nordhoff, Sina et al. · archived
165. Precursor Systems Analyses of Automated Highway Systems. Automated Check Out · 1995 · NHTSA · archived
166. Naturalistic Study of Level 2 Driving Automation Functions · 2018 · Russell, Sheldon M. et al. · archived
167. The influence of time-criticality on Situation Awareness when retrieving human control after automated driving ↗ · 2013 · van den Beukel, Arie Paul et al. · indexed
168. How to assess driver's interaction with partially automated driving systems – A framework for early concept assessment · 2017 · van den Beukel, Arie P. et al. · archived
169. Human–Machine Interaction in Automated Vehicles: The ABV Project ↗ · 2015 · Sentouh, Chouki et al. · indexed
170. User Interactions with Vehicle Automation Technologies: A Review of Previous Research and a Proposed Framework · 2023 · AAA Foundation for Traffic Safety · archived
171. Take-Over Requests for Automated Driving ↗ · 2015 · Melcher, Vivien et al. · indexed
172. Improving the Driver–Automation Interaction ↗ · 2013 · Beller, Johannes et al. · indexed
173. Towards Safe and Comfortable Vehicle Control Transitions: A Systematic Review of Takeover Time, Time Budget, and Takeover Performance · 2025 · Liang, Kexin et al. · archived
174. Minimum Time to Situational Awareness During Transfer of Control Under Varying Levels of Task Load · 2020 · Knodler, Michael A. et al. · archived
175. Sharing Control With Haptics ↗ · 2012 · Mulder, Mark et al. · indexed
176. Supporting operator reliance on automation through continuous feedback · 2009 · Seppelt, Bobbie · archived
177. Autonomous Driving Systems: A Preliminary Naturalistic Study of the Tesla Model S ↗ · 2017 · Endsley, Mica R. · indexed
178. Behavioural changes in drivers experiencing highly-automated vehicle control in varying traffic conditions · 2013 · Jamson, A. Hamish et al. · archived
179. Examining the Role of Driver Perception in Takeover Time: Application of Task-Capability Interface Theory ↗ · 2024 · Liang, Kexin et al. · indexed
180. Cooperative Overtaking: Overcoming Automated Vehicles' Obstructed Sensor Range via Driver Help · 2019 · Walch, Marcel et al. · archived
181. Architecture for multi-level cooperation and dynamic authority management in an Automated Driving System - A case study on lane change cooperation ↗ · 2016 · Benloucif, Mohamed Amir et al. · indexed
182. An eHMI Presenting Request-to-Intervene and Takeover Status of Level 3 Automated Vehicles to Support Surrounding Traffic Safety · 2026 · Liu, Hailong et al. · archived
183. Semi-automated versus highly automated driving in critical situations caused by automation failures · 2014 · Strand, Niklas et al. · archived
184. Tunneled In ↗ · 2017 · Mok, Brian et al. · indexed
185. Modeling Drivers’ Takeover Behavior Depending on the Criticality of Driving Situations and the Complexity of Secondary Tasks ↗ · 2019 · Tanshi, Foghor et al. · indexed
186. Time to Focus on the Road: Adaptive Monitoring Requests Design for Attentional Shift in Conditional Automated Driving ↗ · 2025 · Lim, Yeonsu et al. · indexed
187. Control Task Substitution in Semiautomated Driving · 2012 · Carsten, Oliver et al. · archived
188. Training to Improve Drivers’ Behavior When Partial Driving Automation Fails · 2020 · Roberts, Shannon C et al. · archived
189. An Exploratory Study of Driver Response to Reduced System Confidence Notifications in Automated Driving ↗ · 2017 · Tijerina, Louis et al. · indexed
190. Übernahmeaufforderungen beim hochautomatisierten Fahren mit fahrfremden Tätigkeiten – welche Modalitäten sind geeignet? Takeover requests at conditional automated driving with non-driving related activities—which are suitable modalities? · 2022 · Müller, Andreas Lars et al. · archived
191. An Investigation of Drivers' Dynamic Situational Trust in Conditionally Automated Driving · 2021 · Ayoub, Jackie et al. · archived
192. Teleoperation of Highly Automated Vehicles in Public Transport: User-Centered Design of a Human-Machine Interface for Remote-Operation and Its Expert Usability Evaluation ↗ · 2021 · Kettwich, Carmen et al. · indexed
193. Hazards associated with planned transitions in automated driving: A simulator study ↗ · 2022 · Hasegawa, Kunihiro et al. · indexed
194. 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
195. Investigating explanations in conditional and highly automated driving: The effects of situation awareness and modality · 2022 · Zhang, Qiaoning et al. · archived
196. Supervising the self-driving car: Situation awareness and fatigue during highly automated driving ↗ · 2023 · McKerral, Angus et al. · indexed
197. Human Factors of Driving Automation: Evasive Maneuver Event Response Evaluation · 2023 · Britten, Nicholas N et al. · archived
198. Enhancing Trust in Autonomous Vehicles through Intelligent User Interfaces That Mimic Human Behavior · 2018 · Ruijten, Peter A. M. et al. · archived
199. Takeover Transition in Autonomous Vehicles: A YouTube Study · 2019 · Zhou, Feng et al. · archived
200. Distraction Becomes Engagement in Automated Driving ↗ · 2015 · Miller, David et al. · indexed
201. Characterizing Driver Trust in Vehicle Control Algorithm Parameters ↗ · 2018 · Domeyer, Joshua et al. · indexed
202. Towards an Integrated Adaptive Automotive HMI for the Future · 2011 · Amditis, Angelos et al. · archived
203. Happiness and high reliability develop affective trust in in-vehicle agents ↗ · 2023 · Zieger, Scott et al. · indexed
204. Driver intervention performance assessment as a key aspect of L3–L4 automated vehicles deployment ↗ · 2021 · Rodak, Aleksandra et al. · indexed
205. Human-centered design and evaluation of a workplace for the remote assistance of highly automated vehicles · 2024 · Schrank, Andreas et al. · archived
206. Where drivers are looking at during takeover: Implications for safe takeovers during conditionally automated driving ↗ · 2023 · Huang, Chao et al. · indexed
207. Stabilization Time after Mode Switch in Conditionally Automated Driving: Focusing on Drivers’ Cognitive Load and Visual Attention ↗ · 2025 · Li, Yujin et al. · indexed
208. Typology of Behavioral and Emotional Reactions to Uncomfortable Automated Driving Operations · 2024 · Beggiato, Matthias et al. · archived
209. Literature Review of Behavioral Adaptations to Advanced Driver Assistance Systems · 2016 · AAA Foundation for Traffic Safety · archived
210. Do we trust automated vehicles? A driving simulator study · 2024 · De, Giulia et al. · archived
211. The Joy of Collaborating with Highly Automated Vehicles ↗ · 2020 · Wiegand, Gesa et al. · indexed
212. Stabilization Time after Mode Switch in Conditionally Automated Driving: Focusing on Drivers Cognitive Load and Visual Attention ↗ · 2025 · Li, Yujin et al. · indexed
213. Human Factors Aspects of the Transfer of Control from the Driver to the Automated Highway System · 1995 · Bloomfield, John R. et al. · archived
214. Connected and Automated Vehicle Based Intersection Maneuver Assist Systems (CAVIMAS) and Their Impact on Driver Behavior, Acceptance, and Safety · 2020 · Pradhan, Anuj K. et al. · archived
215. Noncritical State Transitions During Conditionally Automated Driving on German Freeways: Effects of Non–Driving Related Tasks on Takeover Time and Takeover Quality ↗ · 2019 · Naujoks, Frederik et al. · indexed
216. Driver heterogeneity in willingness to give control to conditional automation · 2024 · Ansar, Muhammad Sajjad et al. · archived
217. Editorial for Special Issue: Test and Evaluation Methods for Human-Machine Interfaces of Automated Vehicles ↗ · 2020 · Naujoks, Frederik et al. · indexed
218. Psychophysics of Trust in Vehicle Control Algorithms ↗ · 2016 · Price, Morgan A. et al. · indexed
219. Effects of unreliable automation, non-driving related task, and takeover time budget on drivers’ takeover performance and workload ↗ · 2022 · Shahini, Farzaneh et al. · indexed
220. Effect of human–machine interface infotainment systems and automated vehicles on driver distraction ↗ · 2024 · Abbasi, Elahe et al. · indexed
221. Human-Machine Interface Evaluation Using EEG in Driving Simulator · 2023 · Liu, Yuan-Cheng et al. · archived
222. An interactive haptic force feedback interface for semi-automatic control in highly-automated vehicles · 2018 · KAMEZAKI, Mitsuhiro et al. · archived
223. User Education in Automated Driving: Owner’s Manual and Interactive Tutorial Support Mental Model Formation and Human-Automation Interaction · 2019 · Forster, Yannick et al. · archived
224. Use of High-Fidelity Simulation to Evaluate Driver Performance with Vehicle Automation Systems · 2009 · Brown, Timothy et al. · archived
225. Conveying Uncertainties Using Peripheral Awareness Displays in the Context of Automated Driving ↗ · 2019 · Kunze, Alexander et al. · indexed
226. Active Inference Models of AV Takeovers: Relating Model Parameters to Trust, Situation Awareness, and Fatigue ↗ · 2024 · Wei, Ran et al. · indexed
227. How Do Drivers Behave in a Highly Automated Car? ↗ · 2009 · Merat, Natasha et al. · indexed
228. Autonomous Vehicles that Alert Humans to Take-Over Controls: Modeling with Real-World Data · 2021 · Rangesh, Akshay et al. · archived
229. Designing transparency for automated driving: Effects of ambient light cues and explanations on driver performance · 2025 · Huang, Jingyu et al. · archived
230. Utilization of Drivetime – Performing Non-Driving Related Tasks While Driving Highly Automated ↗ · 2015 · Gold, Christian et al. · indexed
231. New knowledge and methods for mitigating driver distraction · 2018 · Geitner, Claudia · archived
232. Model-based estimation of the state of vehicle automation as derived from the driver's spontaneous visual strategies · 2019 · Schnebelen, Damien et al. · archived
233. Building Trust in Autonomous Vehicles: Role of Virtual Reality Driving Simulators in HMI Design · 2019 · Morra, Lia et al. · archived
234. Towards a dynamic balance between humans and automation: authority, ability, responsibility and control in shared and cooperative control situations · 2011 · Flemisch, Frank et al. · archived
235. Driving behavior model considering driver's over-trust in driving automation system · 2019 · Liu, Hailong et al. · archived
236. Bimodal Trust: High and Low Trust in Vehicle Automation Influence Response to Automation Errors · 2023 · Kamaraj, Amudha V. et al. · archived
237. From automation to autonomy and autonomous vehicles ↗ · 2020 · Xu, Wei · indexed
238. Increasing anthropomorphism and trust in automated driving functions by adding speech output ↗ · 2017 · Forster, Yannick et al. · indexed
239. A multimodal interaction concept for cooperative driving ↗ · 2013 · Zimmermann, Markus et al. · indexed
240. Evaluating feedback requirements for trust calibration in automated vehicles ↗ · 2021 · Wintersberger, Philipp et al. · indexed
241. Time Required for Take-over from Automated to Manual Driving ↗ · 2016 · Ito, Toshio et al. · indexed
242. Driver behavior while using Level 2 vehicle automation: A hybrid naturalistic study · 2023 · Cooper, JM et al. · archived
243. Fully Automated Driving ↗ · 2015 · Payre, William et al. · indexed
244. Fatigue and Voluntary Utilization of Automation in Simulated Driving ↗ · 2012 · Neubauer, Catherine et al. · indexed
245. Adaptive Time Budgets for Safe and Comfortable Vehicle Control Transition in Conditionally Automated Driving · 2025 · Liang, Kexin et al. · archived
246. Real-Time Estimation of Drivers' Trust in Automated Driving Systems · 2020 · Azevedo-Sa, Hebert et al. · archived
247. After Vehicle Automation Fails: Analysis of Driver Steering Behavior after a Sudden Deactivation of Control · 2018 · DinparastDjadid, Azadeh et al. · archived
248. Partial-autonomous frenzy: Driving a level-2 vehicle on the open road · 2017 · Biondi, F et al. · archived
249. Designing for Flexible Interaction Between Humans and Automation: Delegation Interfaces for Supervisory Control ↗ · 2007 · Miller, Christopher A. et al. · indexed
250. User-Centered Design for Railroad Automation: Phase I · 2023 · Cowen, Michael B. et al. · archived
251. Design of Conditional Driving Automation Variables to Improve Takeover Performance ↗ · 2019 · Tanshi, Foghor et al. · indexed
252. Modeling of takeover variables with respect to driver situation awareness and workload for intelligent driver assistance ↗ · 2019 · Tanshi, Foghor et al. · indexed
253. Investigating the impact of driving automation systems on distracted driving behaviors ↗ · 2021 · Dunn, Naomi et al. · indexed
254. Keep Your Scanners Peeled ↗ · 2016 · Hergeth, Sebastian et al. · indexed
255. Decoding Driver Takeover Behaviour in Conditional Automation with Immersive Virtual Reality · 2024 · Ansar, Muhammad Sajjad et al. · archived
256. Timing of unstructured transitions of control in automated driving ↗ · 2015 · Mok, Brian et al. · indexed
257. Human–Agent Teaming for Multirobot Control: A Review of Human Factors Issues ↗ · 2014 · Chen, Jessie Y. C. et al. · indexed
258. Investigating HMIs to Foster Communications between Conventional Vehicles and Autonomous Vehicles in Intersections ↗ · 2023 · Avetisyan, Lilit et al. · indexed
259. EFFECTS OF AUGMENTED SITUATIONAL AWARENESS ON DRIVER TRUST IN SEMI-AUTONOMOUS VEHICLE OPERATION · 2017 · Tilbury, Dawn M. · archived
260. Preface to the Special Issue on Human Factors and Advanced Vehicle Automation: Of Benefits, Barriers, and Bridges to Safe and Effective Implementation ↗ · 2020 · Horrey, William J. et al. · indexed
261. The Best Rated Human–Machine Interface Design for Autonomous Vehicles in the 2016 Grand Cooperative Driving Challenge ↗ · 2017 · Benderius, Ola et al. · indexed
262. Updating the 2016 FAA Human Factors Design Standard (HF-STD-001B): Automation, Workstation Design, and Information Management · 2021 · Cardosi, Kim et al. · archived
263. Impact of Information on Consumer Understanding of a Partially Automated Driving System · 2020 · AAA Foundation for Traffic Safety · archived
264. Incorporating different phases of situation awareness information into the design of advanced takeover requests for urgent takeover scenarios ↗ · 2026 · Lai, Hsueh-Yi et al. · indexed
265. Measuring and Predicting Drivers’ Takeover Readiness and Supporting Takeover Transitions in Automated Driving · 2023 · AAA Foundation for Traffic Safety · archived
266. RELATIONSHIP BETWEEN INTERFACE ALERTS AND COMPLACENCY ON HUMAN-AUTOMATION INTERACTION: ↗ · 2017 · Goncalves, Rafael Cirino et al. · indexed
267. Fatigue and Automation-Induced Impairments in Simulated Driving Performance ↗ · 1998 · Desmond, Paula A. et al. · indexed
268. Examining effects of scenario type and vehicle speed on takeover readiness and performance in conditionally automated driving ↗ · 2020 · Tilbury, Dawn M. et al. · indexed
269. Out of the Loop, in Your Bubble: Mind Wandering Is Independent From Automation Reliability, but Influences Task Engagement ↗ · 2018 · Gouraud, Jonas et al. · indexed
270. Evaluating the Human-Automated Maintenance Vehicle Interaction for Improved Safety and Facilitating Long-Term Trust · 2021 · Miller, Erika E. et al. · archived
271. Incorporating Explanations into Human-Machine Interfaces for Trust and Situation Awareness in Autonomous Vehicles ↗ · 2024 · Atakishiyev, Shahin et al. · indexed
272. Driver’s Arousal and Workload under Partial Vehicle Automation · 2020 · AAA Foundation for Traffic Safety · archived
273. Experiencing Automated Vehicles in Real-Life Affects Central Aspects of Drivers’ User Experience · 2026 · Brandenburg, Stefan et al. · archived
274. 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
275. Impacts of In-vehicle Alert Systems on Situational Awareness and Driving Performance in SAE Level 3 Vehicle Automation ↗ · 2022 · Souders, Dustin et al. · indexed
276. Exploring the Relationship Between Drivers’ Stationary Gaze Entropy and Situation Awareness in a Level-3 Automation Driving Simulation ↗ · 2024 · Ding, Wen et al. · indexed
277. Automated Driving: Human-Factors Issues and Design Solutions ↗ · 2012 · Saffarian, M. et al. · indexed
278. In-vehicle displays to support driver anticipation of traffic conflicts in automated vehicles · 2021 · He, Dengbo et al. · archived
279. DEV: A Driver-Environment-Vehicle Closed-Loop Framework for Risk-Aware Adaptive Automation of Driving · 2025 · Halin, Anaïs et al. · archived
280. Sharing Control Between Humans and Automation Using Haptic Interface: Primary and Secondary Task Performance Benefits ↗ · 2005 · Griffiths, Paul G. et al. · indexed
281. Presenting system uncertainty in automotive UIs for supporting trust calibration in autonomous driving ↗ · 2013 · Helldin, Tove et al. · indexed
282. An Analysis of Driver-Initiated Takeovers during Assisted Driving and their Effect on Driver Satisfaction · 2024 · Schwager, Robin et al. · archived
283. Supervising High Degree Automation in Simulated Air Traffic Control ↗ · 2018 · Bowden, Vanessa et al. · indexed
284. Using Driver State Detection in Automated Vehicles [supporting dataset] · 2019 · Gaspar, John et al. · archived
285. Improving human-in-the-loop decision making in multi-mode driver assistance systems using hidden mode stochastic hybrid systems ↗ · 2015 · Lam, Chi-Pang et al. · indexed
286. The effects of driving with different levels of unreliable automation on self-reported workload and secondary task performance ↗ · 2016 · de Winter, Joost et al. · indexed
287. Highly Automated Driving, Secondary Task Performance, and Driver State · 2012 · Merat, Natasha et al. · archived
288. An Adaptive and Personalized In-Vehicle Human-Machine-Interface for an Improved User Experience ↗ · 2020 · Reyes, Guillermo · indexed
289. Multidimensional Assessment of Takeover Performance in Conditionally Automated Driving · 2025 · Liang, Kexin et al. · archived
290. Model-based Evaluation of Driver Control Workloads in Haptic-based Driver Assistance Systems · 2022 · Mbanisi, Kenechukwu C. et al. · archived
291. Human-automation teamwork : Current practices and future directions in air traffic control · 2020 · Svensson, Åsa · archived
292. Evaluating driver eye glance behavior and secondary task engagement while using driving automation systems ↗ · 2020 · Noble, Alexandria M. et al. · indexed
293. Do driver’s characteristics, system performance, perceived safety, and trust influence how drivers use partial automation? A structural equation modelling analysis · 2023 · Nordhoff, Sina et al. · archived
294. Automation, Task, and Context Features ↗ · 2013 · Morrow, Daniel · indexed
295. Impact of Smart Phones’ Interaction Modality on Driving Performance for Conventional and Autonomous Vehicles · 2020 · Favaro, Francesca M · archived
296. Understanding driver responses to voice alerts of autonomous car operations ↗ · 2016 · Koo, Jeamin et al. · indexed
297. HMI--NEW TECHNOLOGIES AND SAFETY ASPECTS ↗ · 2000 · Haller, Rudolf · indexed
298. Mitigating undesirable emergent behavior arising between driver and semi-automated vehicle · 2020 · Melman, Timo et al. · archived
299. S.A.D.E.—A Standardized, Scenario-Based Method for the Real-Time Assessment of Driver Interaction with Partially Automated Driving Systems ↗ · 2022 · Schömig, Nadja et al. · indexed
300. 2022 Forum on the Impact of Vehicle Technologies and Automation on Users: A Summary Report · 2022 · AAA Foundation for Traffic Safety · archived
301. Anthropomorphizing information to enhance trust in autonomous vehicles · 2018 · Niu, Dongfang et al. · archived
302. Providing Explainability in Safety-Critical Automated Driving Situations through Augmented Reality Windshield HMIs ↗ · 2023 · Manger, Carina et al. · indexed
303. Driver Adaptation to Vehicle Automation: The Effect of Driver Assistance Systems on Driving Performance and System Monitoring · 2022 · Weaver, Starla et al. · archived
304. What's Driving Me? Exploration and Validation of a Hierarchical Personality Model for Trust in Automated Driving · 2020 · Kraus, Johannes et al. · archived
305. Designing for Trust and Situational Awareness in Automated Vehicles: Effects of Information Type and Error Type ↗ · 2023 · Ding, Yaohan et al. · indexed
306. Vehicle Automation–Other Road User Communication and Coordination: Theory and Mechanisms · 2020 · Domeyer, Joshua E. et al. · archived
307. Relationship Between Gaze Behavior and Steering Performance for Driver–Automation Shared Control: A Driving Simulator Study ↗ · 2019 · Wang, Zheng et al. · indexed
308. “Take over!” How long does it take to get the driver back into the loop? ↗ · 2013 · Gold, Christian et al. · indexed
309. Communication of Uncertainty Information in Cooperative, Automated Driving: A Comparative Study of Different Modalities ↗ · 2023 · Peintner, Jakob et al. · indexed
310. Predicting drivers’ takeover time for safe and comfortable vehicle control transitions: The role of spare capacity and driver characteristics ↗ · 2025 · Liang, Kexin et al. · indexed
311. Automation Confusion: Mental Models for Safe Vehicle Adoption ↗ · 2023 · Biondi, FN · indexed
312. Influence of Driving Experience on Distraction Engagement in Automated Vehicles · 2019 · He, Dengbo et al. · archived
313. Usability testing of three visual HMIs for assisted driving: How design impacts driver distraction and mental models · 2023 · Perrier, Mickaël J. R. et al. · archived
314. Fully-Automated Driving: The Road to Future Vehicles ↗ · 2011 · Jamson, Hamish et al. · indexed
315. How can design help enhance trust calibration in public autonomous vehicles? · 2021 · Klebanov, Yuri et al. · archived
316. Out‐of‐the‐loop performance problems and the use of intermediate levels of automation for improved control system functioning and safety ↗ · 1997 · Kaber, David et al. · indexed
317. Cross-Cultural Investigation of the Effects of Explanations on Drivers' Trust, Preference, and Anxiety in Highly Automated Vehicles · 2022 · Du, Na et al. · archived
318. The challenge of ADAS assessment: A scale for the assessment of the HMI of advanced driver assistance technology · 2018 · Biondi, FN et al. · archived
319. Automation's Not Perfect But Neither Are We: Unveiling Illusionary Control And Automation Bias In Automated Driving ↗ · 2023 · Manger, Carina et al. · indexed
320. Interactive PowerPoint Training to Improve Safety Driver Awareness while Operating a Transit Vehicle Equipped with Driving Automation Features · 2023 · King, Savana et al. · archived
321. Paying Attention to Trust: Exploring the Relationship Between Attention Control and Trust in Automation ↗ · 2021 · Textor, Claire et al. · indexed
322. Assessment of Driver Situation for Control Authority Transition from Conditionally Automated Vehicles using Chassis and Galvanic Skin Response Sensors ↗ · 2025 · Dogan, Daghan et al. · indexed
323. Driver's arousal and workload under partial vehicle automation · 2020 · Strayer, DL et al. · archived
324. Predicting Takeover Performance in Conditionally Automated Driving ↗ · 2020 · Du, Na et al. · indexed
325. Models of automation proportion in human-in-the-loop systems and operator situation awareness responses ↗ · 2025 · Liu, Y. et al. · indexed
326. Towards Context-Aware Modeling of Situation Awareness in Conditionally Automated Driving · 2024 · Avetisyan, Lilit et al. · archived
327. Effects of Non-Driving Related Task Modalities on Takeover Performance in Highly Automated Driving ↗ · 2018 · Wandtner, Bernhard et al. · indexed
328. Improving Usefulness of Automated Driving by Lowering Primary Task Interference through HMI Design ↗ · 2017 · Naujoks, Frederik et al. · indexed
329. From young to old: The effects of information presentation type, multimodal display, and age on situation awareness and processing time in automated vehicles · 2024 · Du, Na et al. · archived
330. Behavior change associated with using partial automation among three samples of drivers during a 4-week field trial ↗ · 2025 · Reagan, Ian J. et al. · indexed
331. Training Drivers to Automated Vehicles · 2023 · Mangharam, Rahul et al. · archived
332. Real-time Trust Prediction in Conditionally Automated Driving Using Physiological Measures · 2022 · Ayoub, Jackie et al. · archived
333. Driving (and) Attention – Does Directional Illumination Support Driver’s System Supervision When Driving Automatically? ↗ · 2021 · Van den Beukel, Arie P. et al. · indexed
334. Driver's arousal and workload under partial vehicle automation · 2020 · Cooper, JM et al. · archived
335. Towards a Conceptual Model of Users’ Expectations of an Autonomous In-Vehicle Multimodal Experience · 2024 · Ince, Ecem Berfin et al. · archived
336. Principles for External Human–Machine Interfaces · 2023 · Wilbrink, Marc et al. · archived
337. Training to Improve Drivers’ Behavior When Partial Driving Automation Fails [supporting datasets] · 2022 · Roberts, Shannon C et al. · archived
338. Evaluation of Ambient Light Displays for Requests to Intervene and Minimal Risk Maneuvers in Highly Automated Urban Driving ↗ · 2020 · Feierle, Alexander et al. · indexed
339. Systematic review and meta-analysis of take-over time from automated driving at SAE levels 2 and 3 to manual control ↗ · 2025 · Sekadakis, Marios et al. · indexed
340. 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
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342. Tools for Transport: Driven to Learn With Connected Vehicles · 2021 · Morris, Nichole et al. · archived
343. Level of Automation: Integrating Humans and Automated Systems ↗ · 1997 · Endsley, Mica R. · indexed
344. Predicting Driver Takeover Performance in Conditional Automation (Level 3) through Physiological Sensing · 2024 · Deng, Min et al. · archived
345. Editorial: Interaction between automated vehicles and other road users · 2023 · Wintersberger, Philipp et al. · archived
346. Predicting Driver Takeover Time in Conditionally Automated Driving · 2021 · Ayoub, Jackie et al. · archived
347. THE INFLUENCE OF RISK ON DRIVER TRUST IN AUTONOMOUS DRIVING SYSTEMS · 2018 · Petersen, Luke et al. · archived
348. Human Factors in the Automated Highway System: Transferring Control to the Driver · 1995 · NHTSA · archived
349. Effects of Level 3 Automated Vehicle Drivers’ Fatigue on Their Take-Over Behaviour: A Literature Review ↗ · 2021 · Guo, Hanying et al. · indexed
350. Modeling and analysis of driver behaviour under shared control through weighted visual and haptic guidance · 2022 · Wang, Zheng et al. · archived
351. Autonomous Driving ↗ · 2017 · Walch, Marcel et al. · indexed
352. Effect of riding experience and HMI on users' trust and riding comfort in fully driverless autonomous motorcycles · 2025 · Xie, Weiyin et al. · archived
353. Designing Alert Systems in Takeover Transitions: The Effects of Display Information and Modality ↗ · 2021 · Du, Na et al. · indexed
354. Manipulating music to communicate automation reliability in conditionally automated driving: A driving simulator study ↗ · 2021 · Chen, Kuan-Ting et al. · indexed
355. A Mental Model Perspective of a Driver Workload System ↗ · 2010 · Curry, Reates et al. · indexed
356. An Influence Model of the Human-Automation Team: Effects of Workload and Automation Reliability, Transparency and Degree · 2023 · Wickens, Christopher D. et al. · archived
357. Influence of Adaptive Human-Machine Interface on Electric-Vehicle Range-Anxiety Mitigation ↗ · 2020 · Musabini, Antonyo et al. · indexed
358. Effects of Traffic Conditions on Driver Takeover Performance and Situational Awareness ↗ · 2023 · Jia, Lesong et al. · indexed
359. Vigilance Decrement During On-Road Partially Automated Driving Across Four Systems · 2023 · Strayer, David L. · archived
360. Impact of Road Event Recognition Reliability in Autonomous Vehicles on Driver Trust and Takeover Performance · 2025 · Chen, Shan-chih et al. · archived
361. Evaluation of the human interaction with automated vehicles on highways · 2025 · Chand, Cadell et al. · archived
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363. On the impact of on-road partially-automated driving on drivers’ cognitive workload and attention allocation ↗ · 2024 · Biondi, FN et al. · indexed
364. Interactions of Automated Vehicles with Road Users · 2022 · Dey, Debargha et al. · archived
365. The effect of varying levels of vehicle automation on drivers' lane changing behaviour. · 2018 · Madigan, Ruth et al. · archived
366. From Driver to Supervisor: Comparing Cognitive Load and EEG-Based Attentional Resource Allocation Across Automation Levels · 2023 · Figalova, Nikol et al. · archived
367. Supporting Driver Attention Toward Potential Hazards During Takeover: A Preliminary Result ↗ · 2024 · Tilbury, Dawn M. et al. · indexed
368. Drivers’ trust in an autonomous system ↗ · 2016 · Wright, Timothy J. et al. · indexed
369. Designing Autonomy in Cars: A Survey and Two Focus Groups on Driving Habits of an Inclusive User Group, and Group Attitudes Towards Autonomous Cars · 2017 · Politis, Ioannis et al. · archived
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371. Driving with Partial Driving Automation Systems: Developing Effective Training that Drivers Will Use · 2025 · AAA Foundation for Traffic Safety · archived
372. Building Contextualized Trust Profiles in Conditionally Automated Driving · 2024 · Avetisyan, Lilit et al. · archived
373. Automated or human: Which driver wins the race for the passengers’ trust? Examining passenger trust in human-driven and automated vehicles following a dangerous situation · 2024 · Lohaus, Leonie et al. · archived
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377. Key considerations in the development of driving automation systems ↗ · 2015 · Christensen, Andy et al. · indexed
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379. Shift the gaze ↗ · 2026 · Illgner, Johannes et al. · indexed
380. Driver Training Research and Guidelines for Automated Vehicle Technology · 2019 · Manser, Michael P. et al. · archived
381. Introducing ROADS: A Systematic Comparison of Remote Control Interaction Concepts for Automated Vehicles at Road Works · 2025 · Colley, Mark et al. · archived
382. Trust, cognitive control, and control ↗ · 2006 · Rajaonah, Bako et al. · indexed
383. 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
384. Look who's talking now: Implications of AV's explanations on driver's trust, AV preference, anxiety and mental workload · 2019 · Haspiel, Jacob · archived
385. 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
386. 2018 Forum on the Impact of Vehicle Technologies and Automation on Vulnerable Road Users and Driver Behavior and Performance: A Summary Report · 2019 · AAA Foundation for Traffic Safety · archived
387. Evaluation of Autonomous Vehicles and Smart Technologies for Their Impact on Traffic Safety and Traffic Congestion · 2020 · Miles, James et al. · archived
388. Comparative safety analysis of take-over control mechanisms of conditionally automated vehicles ↗ · 2025 · Karimi, Arastoo et al. · indexed
389. Estimating the out-of-the-loop phenomenon from visual strategies during highly automated driving · 2020 · Schnebelen, Damien et al. · archived
390. Information Transparency in Multimodal Interfaces: Effects on Users' Situational Awareness in Autonomous Driving ↗ · 2025 · Liu, Xiaoqian et al. · indexed
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392. Driver Monitoring in the Context of Autonomous Vehicle ↗ · 2015 · Rahman Hamidur et al. · indexed
393. Return-to-Manual Performance can be Predicted Before Automation Fails ↗ · 2022 · Griffiths, Natalie et al. · indexed
394. How internal and external risks affect the relationships between trust and driver behavior in automated driving systems · 2021 · Tilbury, Dawn M. et al. · archived
395. Examining the Effects of Emotional Valence and Arousal on Takeover Performance in Conditionally Automated Driving · 2020 · Zhou, Feng et al. · archived
396. Understanding Behavioural Adaptations of Human Drivers interacting with Automated Vehicles ↗ · 2020 · Soni, Shubham · indexed
397. External Human–Machine Interfaces for Autonomous Vehicle-to-Pedestrian Communication: A Review of Empirical Work · 2019 · Rouchitsas, Alexandros et al. · archived
398. Post Take-Over Performance Varies in Drivers of Automated and Connected Vehicle Technology in Near-Miss Scenarios · 2024 · Yamani, Yusuke et al. · archived
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403. Influence of Prior General Knowledge on Older Adults’ Takeover Performance and Attitude Toward Using Conditionally Automated Driving Systems ↗ · 2021 · Zhou, Huiping et al. · indexed
404. 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
405. Using a Situational Awareness Display to Improve Rider Trust and Comfort with an AV Taxi ↗ · 2019 · Chang, Chun-Cheng et al. · indexed
406. No Risk No Trust ↗ · 2019 · Li, Mengyao et al. · indexed
407. A Systematic Review of Metrics Measuring Takeover Performance in Conditionally Automated Driving ↗ · 2025 · Tilbury, Dawn M. et al. · indexed
408. Psychophysiological responses to takeover requests in conditionally automated driving · 2020 · Du, Na et al. · archived
409. The Push vs Pull of Information between Autonomous Cars and Human Drivers ↗ · 2014 · Mok, Brian et al. · indexed
410. 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
411. Analysis of Situational Acceptance and Objective Indicators During Automated Driving: A Driving Simulator Study ↗ · 2026 · Li, Chenchang et al. · indexed
412. Should Drivers Be Operating Within an Automation-Free Bandwidth? Evaluating Haptic Steering Support Systems With Different Levels of Authority ↗ · 2014 · Petermeijer, Sebastiaan M. et al. · indexed
413. Preliminary Human Factors Review for the Intelligent Vehicle Initiative (Ivi) Program: Identification of Human Factors Research Needs · 1998 · Campbell, John L. et al. · archived
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415. Trusting autonomous vehicles: An interdisciplinary approach ↗ · 2020 · Raats, Kaspar et al. · indexed
416. eHMI for All -- Investigating the Effect of External Communication of Automated Vehicles on Pedestrians, Manual Drivers, and Cyclists in Virtual Reality · 2026 · Colley, Mark et al. · archived
417. Augmented Reality Displays for Communicating Uncertainty Information in Automated Driving ↗ · 2018 · Kunze, Alexander et al. · indexed
418. “Do You Want to Drive Together?” - A Use Case Analysis on Cooperative, Automated Driving. ↗ · 2023 · Malve, Bhavana et al. · indexed
419. Look Up! An Eye-Tracking Study on Situation Awareness During Automated Vehicle Takeover ↗ · 2021 · Liang, Nade et al. · indexed
420. 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
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422. A Case Study of Trust on Autonomous Driving · 2019 · Sheng, Shili et al. · archived
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424. Automated driving experiences, attention, and intentions following extensive on-road usage of a level 2 automation vehicle ↗ · 2024 · Sanbonmatsu, DM et al. · indexed
425. Explaining Away Control: Exploring the Relationship between Explainable AI and Passengers' Desire for Control in Automated Vehicles ↗ · 2024 · Peintner, Jakob et al. · indexed
426. Frequently Used Vehicle Controls While Driving: A Real-World Driving Study Assessing Internal Human–Machine Interface Task Frequencies and Influencing Factors ↗ · 2025 · Harms, Ilse M. et al. · indexed
427. The "Out-of-the-Loop" concept in automated driving: proposed definition, measures and implications · 2018 · Merat, Natasha et al. · archived
428. Impact of take-over control mechanisms on merging operations of conditionally automated vehicles ↗ · 2025 · Karimi, Arastoo et al. · indexed
429. Hold to continue – safety aspects of cooperative human machine systems in urban traffic ↗ · 2025 · Brand, Thomas et al. · indexed
430. A Bayesian Regression Analysis of the Effects of Alert Presence and Scenario Criticality on Automated Vehicle Takeover Performance ↗ · 2023 · Alambeigi, Hananeh et al. · indexed
431. 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
432. Humans and Automation: Use, Misuse, Disuse, Abuse ↗ · 1997 · Parasuraman, Raja et al. · indexed
433. A Link Between Trust in Technology and Glance Allocation in On-Road Driving · 2017 · Geitner, Claudia et al. · archived
434. Do the Branding, Tone, and Mode of Training Materials Influence Consumer Understanding of a Partially Automated Driving System? ↗ · 2021 · Singer, Jeremiah et al. · indexed
435. Trends in U.S. Drivers’ Perceptions and Attitudes Toward Vehicle Automation, 2019–2025 · 2026 · AAA Foundation for Traffic Safety · archived
436. Unlocking Trust and Acceptance in Tomorrow’s Ride: How In-Vehicle Intelligent Agents Redefine SAE Level 5 Autonomy ↗ · 2024 · Demir, Cansu et al. · indexed
437. Using a user-independent approach for automotive human-machine interface assessment · 2018 · Biondi, F et al. · archived
438. Assessing Drivers’ Trust of Automated Vehicle Driving Styles With a Two-Part Mixed Model of Intervention Tendency and Magnitude ↗ · 2021 · Lee, John D. et al. · indexed
439. The Effect of Vehicle Automation Styles on Drivers’ Emotional State ↗ · 2023 · Alsaid, Areen et al. · indexed
440. Situation Awareness Classification Using Multi-modal Sensing in Automated Driving ↗ · 2021 · Liang, Nade et al. · indexed
441. A Study on Functional Safety, SOTIF and RSS from the Perspective of Human-Automation Interaction ↗ · 2021 · Zhang, You et al. · indexed
442. Changes in glance and hands-on-wheel behaviors when engaging with non-driving-related tasks while using Tesla Autopilot ↗ · 2025 · Pipkorn, Linda et al. · indexed
443. Automation Use: The Roles of Self-Confidence, Trust, and Workload ↗ · 2023 · Patton, Colleen E. · indexed
444. The Effect of Vehicle Automation Styles on Drivers' Emotional State ↗ · 2023 · Alsaid, Areen et al. · indexed
445. Stop or Go? Let me Know! ↗ · 2021 · Mirnig, Alexander G. et al. · indexed
446. The impact of intermediate levels of automation on situation awareness and performance in dynamic control systems ↗ · 2002 · Engsley, M.R. et al. · indexed
447. Psychological constructs in driving automation: a consensus model and critical comment on construct proliferation ↗ · 2015 · Heikoop, Daniël D. et al. · indexed
448. Investigating the interplay between cognitive workload and situation awareness during full driving automation ↗ · 2025 · Sahoo, P et al. · indexed
449. Workload, Distraction, and Automation ↗ · 2020 · Lee, John D. et al. · indexed
450. Safe Control Transitions: Machine Vision Based Observable Readiness Index and Data-Driven Takeover Time Prediction · 2023 · Greer, Ross et al. · archived
451. Highly automated driving: the role of visuo-attentional and executive abilities in take-over success · 2025 · Schnebelen, Damien et al. · archived
452. DeepTake: Prediction of Driver Takeover Behavior using Multimodal Data · 2020 · Pakdamanian, Erfan et al. · archived
453. Enjoy the Ride Consciously with CAWA: Context-Aware Advisory Warnings for Automated Driving ↗ · 2022 · Pakdamanian, Erfan et al. · indexed
454. 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
455. Automated fault-management in a simulated spaceflight micro-world. ↗ · 2002 · Lorenz, Bernd et al. · indexed
456. Modeling Driver Behavior during Automated Vehicle Platooning Failures · 2021 · McDonald, Anthony D et al. · archived
457. Conduct-by-Wire : following a new paradigm for driving into the future ↗ · 2006 · Winner, Hermann et al. · indexed
458. Which accuracy levels of positioning technologies do drivers really need in connected vehicle settings for safety? · 2021 · Du, Na et al. · archived
459. Steer-By-WiFi ↗ · 2018 · Schartmüller, Clemens et al. · indexed
460. Characterizing Level 2 Automation in a Naturalistic Driving Fleet · 2024 · Perez, Miguel A et al. · archived
461. The effects of displaying availability sections of an automated driving function ↗ · 2023 · Danner, Simon et al. · indexed
462. A dataset on the physiological state and behavior of drivers in conditionally automated driving ↗ · 2023 · Meteier, Quentin et al. · indexed
463. Supporting Drivers of Partially Automated Cars through an Adaptive Digital In-Car Tutor · 2020 · Boelhouwer, Anika et al. · archived
464. Take-Over Performance and Safety Analysis Under Different Scenarios and Secondary Tasks in Conditionally Automated Driving · 2019 · Wu, Chaozhong et al. · archived
465. Design of automation for telerobots and the effect on performance, operator situation awareness, and subjective workload ↗ · 2000 · Kaber, David B. et al. · indexed
466. Research on Intelligent Connected HMI Test System Based on Driving Simulator ↗ · 2024 · Wu, Shenao et al. · indexed
467. A Review of Shared Control for Automated Vehicles: Theory and Applications · 2020 · Marcano, Mauricio et al. · archived
468. Effects of Task-Induced Fatigue in Prolonged Conditional Automated Driving ↗ · 2019 · Jarosch, Oliver et al. · indexed
469. Understanding Automation Surprise in Non-Critical Highly Automated Driving: An Initial On-Road Probing Study · 2024 · Dong, Haoyu et al. · archived
470. Driving performance after an extended period of travel in an automated highway system · 1998 · Bloomfield, John R. et al. · archived
471. Effects of integrated takeover request warning with personal portable device on takeover time and post-takeover performance in level 3 driving automation ↗ · 2024 · Talukder, Niloy et al. · indexed
472. Compendium Of Human Factors Projects Supporting The Intelligent Vehicle Initiative · 1999 · NHTSA · archived
473. Vehicle Automation and Operator Training: A Systematic Review ↗ · 2026 · Hungund, Apoorva Pramod et al. · indexed
474. The first impression counts – A combined driving simulator and test track study on the development of trust and acceptance of highly automated driving ↗ · 2019 · Hartwich, Franziska et al. · indexed
475. Adaptive Automation of Human-Machine System Information-Processing Functions · 2005 · Kaber, David B. et al. · archived
476. Back to School: Impact of Training on Driver Behavior and State in Autonomous Vehicles ↗ · 2020 · Sibi, Srinath et al. · indexed
477. Analysis of driver visual attention when driving with different levels of haptic steering guidance ↗ · 2017 · Wang, Zheng et al. · indexed
478. Reality Check: How Do Real-World Users Experience Current Automated Driving Systems? ↗ · 2024 · Manger, Carina et al. · indexed
479. Attempting to Automate Compliance to Aircraft Collision Avoidance Advisories ↗ · 2015 · Pritchett, Amy R. et al. · indexed
480. An Integrated Open-Source Framework for Automated Analysis of Driver Activity, Glance, and Vehicle Automation Mode ↗ · 2026 · Sahoo, Praneet et al. · indexed
481. Changes in Trust after Driving Level 2 Automated Cars ↗ · 2018 · Walker, Francesco et al. · indexed
482. Human Performance Consequences of Stages and Levels of Automation · 2013 · Onnasch, Linda et al. · archived
483. Driver Expectations of a Partial Driving Automation System in Relation to Branding and Training ↗ · 2022 · Singer, Jeremiah et al. · indexed
484. Head-Up Displays in Urban Partially Automated Driving: Effects of Using Augmented Reality ↗ · 2019 · Feierle, Alexander et al. · indexed
485. Interaction of automated driving systems with pedestrians: challenges, current solutions, and recommendations for eHMIs ↗ · 2021 · Ezzati Amini, Roja et al. · indexed
486. Comparing the Effects of False Alarms and Misses on Humans' Trust in (Semi)Autonomous Vehicles ↗ · 2020 · Azevedo-Sa, Hebert et al. · indexed
487. Examining the impacts of drivers’ emotions on takeover readiness and performance in highly automated driving · 2019 · Ayoub, Jackie et al. · archived
488. Predicting Driver Errors during Automated Vehicle Takeovers · 2023 · Alambeigi, Hananeh et al. · archived
489. Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles ↗ · 2018 · On-Road Automated Driving (ORAD) Committee · indexed
490. Decision Support Automation Research in the En Route Air Traffic Control Environment ↗ · 2002 · Willems, Ben · indexed
491. Devil in the details: Systematic review of TOR signals in automated driving with a generic classification framework ↗ · 2022 · Jansen, Reinier J. et al. · indexed
492. ExplAIn Yourself! Transparency for Positive UX in Autonomous Driving ↗ · 2021 · Schneider, T. et al. · indexed
493. Determining Key Parameters with Data-Assisted Analysis of Conditionally Automated Driving · 2023 · Gruden, Timotej et al. · archived
494. How Traffic Situations and Non-Driving Related Tasks Affect the Take-Over Quality in Highly Automated Driving ↗ · 2014 · Radlmayr, Jonas et al. · indexed
495. Towards the Automotive HMI of the Future: Overview of the AIDE-Integrated Project Results ↗ · 2010 · Amditis, Angelos et al. · indexed
496. Identifying Outcome Measures to Evaluate Drivers’ Knowledge of Vehicle Automation · 2024 · AAA Foundation for Traffic Safety · archived
497. Influences of Different Traffic Information on Driver Behaviors While Interacting with Oncoming Traffic in Level 2 Automated Driving ↗ · 2022 · Yang, Bo et al. · indexed
498. Finding windows of opportunity: How drivers adapt to partial automation safeguards over time ↗ · 2025 · Mueller, Alexandra S. et al. · indexed
499. Trust in Automated Vehicles under Normal and Drowsy Driving Conditions ↗ · 2023 · Morris, Nichole L. et al. · indexed
500. Human After All ↗ · 2016 · Kraus, Johannes et al. · indexed
501. Autopilot, Mind Wandering, and the Out of the Loop Performance Problem ↗ · 2017 · Gouraud, Jonas et al. · indexed
502. Predicting Takeover Performance and Identifying Behavioral Patterns in Autonomous Vehicles Based on Readiness State and Scenario Complexity ↗ · 2025 · Lai, Hsueh-Yi et al. · indexed
503. Scared to Trust? - Predicting Trust in Highly Automated Driving by Depressiveness, Negative Self-Evaluations and State Anxiety · 2020 · Kraus, Johannes et al. · archived
504. From Driver to Supervisor: Comparing Cognitive Load and EEG-based Attentional Resource Allocation across Automation Levels · 2023 · Figalova, Nikol et al. · archived
505. Impact of Monitoring Requests on Publics’ Assignment of Blame and Praise towards ADS Level 3 Vehicles ↗ · 2023 · Kettle, Liam et al. · indexed
506. Drivers' Age and Automated Vehicle Explanations · 2021 · Zhang, Qiaoning · archived
507. Towards Autonomous Vehicles · 2013 · Schwarz, Chris et al. · archived
508. Examining the impacts of drivers' emotions on takeover readiness and performance in highly automated driving · 2019 · Du, Na et al. · archived
509. Automation Situation Awareness Display for a Flight Envelope Protection System ↗ · 2017 · Ackerman, Kasey A. et al. · indexed
510. Planning for Automated Vehicles with Human Trust · 2022 · Sheng, Shili et al. · archived
511. The Out-of-the-Loop Performance Problem and Level of Control in Automation ↗ · 1995 · Endsley, Mica R. et al. · indexed
512. Embodied Cognitive Architecture to Support Driver Performance ↗ · 2018 · Artifice, Andreia et al. · indexed
513. Bystander Interactions With Failing Vehicle Autonomy · 2018 · Steinfeld, Aaron et al. · archived
514. Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles ↗ · 2021 · On-Road Automated Driving (ORAD) Committee · indexed
515. Driver-Automation Cooperation Oriented Approach for Shared Control of Lane Keeping Assist Systems · 2019 · Sentouh, Chouki et al. · archived
516. A Role for Robots in Automated Driving Systems · 2016 · Bertram, Torsten · archived
517. Research and Design Considerations for Presentation of Non-Safety Related Information via In-Vehicle Displays during Automated Driving ↗ · 2022 · Cauffman, Stephen J. et al. · indexed
518. MIT Advanced Vehicle Technology Study: Large-Scale Naturalistic Driving Study of Driver Behavior and Interaction With Automation · 2019 · Fridman, Lex et al. · archived
519. Introduction to the Special Issue on Shared Control: Applications ↗ · 2015 · Abbink, David A. et al. · indexed
520. Intention to use a fully automated car: Attitudes and a priori acceptability · 2014 · Payre, William et al. · archived
521. Comparison of Visual Sampling Patterns Under Simulated L2 and L0 Systems ↗ · 2018 · Hatfield, Nathan et al. · indexed
522. Social interactions between automated vehicles and human drivers: a narrative review ↗ · 2024 · Liu, Peng · indexed
523. Quantitative models for automation rate and situation awareness response: A case study of levels of driving automation ↗ · 2021 · Liu, Yunmei et al. · indexed
524. Behavioral adaptation of human drivers in car-following interactions with automated vehicles ↗ · 2026 · Saljoqi, Masoud et al. · indexed
525. Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles ↗ · 2016 · On-Road Automated Driving (ORAD) Committee · indexed
526. An Adaptive Driver Support System ↗ · 2012 · Dijksterhuis, Chris et al. · indexed
527. Defining interactions: a conceptual framework for understanding interactive behaviour in human and automated road traffic ↗ · 2020 · Markkula, G. et al. · indexed
528. The Effects of Explicit Intention Communication, Conspicuous Sensors, and Pedestrian Attitude in Interactions with Automated Vehicles ↗ · 2020 · Ackermans, Sander et al. · indexed
529. Driver’s Mental Model of Vehicle Automation ↗ · 2020 · Seppelt, Bobbie et al. · indexed
530. 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
531. Express What I Think: The Impact of External Human-Machine Interfaces on the Performance of Lane Change Maneuvers · 2025 · Li, Ruolan et al. · archived
532. Investigating Key Automated Vehicle Human Factors Safety Issues Related to Infrastructure: Summary of Stakeholder Workshop · 2020 · Roldan, Stephanie M. et al. · archived
533. Type-o-Steer: Reimagining the Steering Wheel for Productive Non-Driving Related Tasks in Conditionally Automated Vehicles ↗ · 2019 · Schartmüller, Clemens et al. · indexed
534. The Effects of a Scheduled Driver Engagement Strategy in Automated Driving ↗ · 2015 · Blommer, Mike et al. · indexed
535. The Future of Air Traffic Control: Human Operators and Automation ↗ · 1998 · Wickens, Christopher D. · indexed
536. The mediating effects of emotions on trust through risk perception and system performance in automated driving · 2025 · Avetisyan, Lilit et al. · archived
537. A quantitative model of takeover request time budget for conditionally automated driving · 2024 · Tanshi, Foghor et al. · archived
538. Lateral control assistance in car driving: classification, review and future prospects ↗ · 2011 · Navarro, J. et al. · indexed
539. Understanding teleoperation: A human-centered framework for workplace design · 2025 · Nick, Alexandra et al. · archived
540. Users’ Trust in and Concerns about Automated Driving Systems · 2021 · AAA Foundation for Traffic Safety · archived
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. Repeated Usage of an L3 Motorway Chauffeur: Change of Evaluation and Usage ↗ · 2020 · Metz, Barbara et al. · indexed
543. Resource Management in the Highly Automated Airspace System ↗ · 1993 · Mosier, Kathleen L. et al. · indexed
544. An Interactive Design using Human Computer Interaction for Autonomous Vehicles · 2020 · Shaikh, Asadullah · archived
545. Haptic Icons: A Hands-On Approach to Haptic HMI in Automated Vehicles · 2025 · Sarabia, Joseba et al. · archived
546. The Effects of Non-Driving-Related Task Engagement on Automated Driving Takeover Performance During the Nighttime ↗ · 2022 · Liang, Nade et al. · indexed
547. Driving from a Distance: Challenges and Guidelines for Autonomous Vehicle Teleoperation Interfaces ↗ · 2022 · Tener, Felix et al. · indexed
548. AutoPreview: A Framework for Autopilot Behavior Understanding · 2021 · Shen, Yuan et al. · archived
549. Perceived safety benefits, concerns, and utility of advanced driver assistance systems among owners of ADAS-equipped vehicles ↗ · 2018 · Pradhan, Anuj K. et al. · indexed
550. Human-like Decision-making and Control for Automated Driving ↗ · 2022 · Lv, Chen · indexed
551. Functional Safety Assessment of a Generic Automated Lane Centering System and Related Foundational Vehicle Systems · 2018 · Brewer, John et al. · archived
552. Driving Behavior Analysis: A Human Factors Perspective on Automated Driving Styles ↗ · 2024 · Peintner, Jakob et al. · indexed
553. Transparency and Conflict Resolution Automation Reliability in Air Trffic Control ↗ · 2017 · Trapsilawati, Fitri et al. · indexed
554. Human Factors in Advanced Traffic Management Systems (ATMS) - Progress to Date · 1996 · NHTSA · archived
555. Don’t fail me! The Level 5 Autonomous Driving Information Dilemma regarding Transparency and User Experience · 2023 · Schneider, Tobias et al. · archived
556. External Human–Machine Interfaces of Autonomous Vehicles: Insights from Observations on the Behavior of Game Players Driving Conventional Cars in Mixed Traffic ↗ · 2024 · Lim, Dokshin et al. · indexed
557. This is your brain on autopilot: Neural indices of driver workload and engagement during partial vehicle automation · 2023 · McDonnell, AS et al. · archived
558. The Effects of Lead Time of Take-Over Request and Nondriving Tasks on Taking-Over Control of Automated Vehicles ↗ · 2018 · Wan, Jingyan et al. · indexed
559. Trust-based route planning for automated vehicles · 2021 · Sheng, Shili et al. · archived
560. Beyond adaptive cruise control and lane centering control: drivers' mental model of and trust in emergency lane keeping ↗ · 2023 · Huang, Chunxi et al. · indexed
561. How Should Automated Vehicles Interact with Pedestrians? ↗ · 2019 · Löcken, Andreas et al. · indexed
562. Driver Acceptance of Connected, Automation-Assisted Cruise Control : Experiment 1 · 2018 · Inman, Vaughan W. et al. · archived
563. Driver-vehicle interfaces and interaction: where are they going? · 2009 · Damiani, Sergio et al. · archived
564. Consumer Education and Training for Vehicle Automation: Outcomes from an Expert Workshop · 2024 · AAA Foundation for Traffic Safety · archived
565. A Taxonomy of Strategies For Supporting Time-Sharing With Non-Driving Tasks in Automated Driving · 2019 · He, Dengbo et al. · archived
566. Investigating the Importance of Trust on Adopting an Autonomous Vehicle ↗ · 2015 · Choi, Jong Kyu et al. · indexed
567. Driver Training for Automated Vehicle Technology – Knowledge, Behaviors, and Perceived Familiarity ↗ · 2019 · Noble, Alexandria M. et al. · indexed
568. Tell Them How They Did: Feedback on Operator Performance Helps Calibrate Perceived Ease of Use in Automated Driving ↗ · 2019 · Forster, Yannick et al. · indexed
569. Effects of Work Zone Infrastructure on Transitioning from Automated to Manual Driving for Work Zones with Lane Reductions · 2024 · Sanchez, Robert et al. · archived
570. Using Multiple Imperfect Diagnostic Automation ↗ · 2009 · Keller, David et al. · indexed
571. Workload-Matched Adaptive Automation Support of Air Traffic Controller Information Processing Stages · 2002 · Kaber, David B. et al. · archived
572. Evaluate driver response to active warning system in level-2 automated vehicles ↗ · 2019 · Atwood, Jonathan R. et al. · indexed
573. A critique of the SAE conditional driving automation definition, and analyses of options for improvement · 2018 · Inagaki, Toshiyuki et al. · archived
574. Investigating drivers’ trust in autonomous vehicles’ decisions of lane changing events ↗ · 2020 · Ayoub, Jackie et al. · indexed
575. Watch Out for Explanations: Information Type and Error Type Affect Trust and Situational Awareness in Automated Vehicles ↗ · 2025 · Du, Na et al. · indexed
576. Predicting driver takeover performance in conditionally automated driving ↗ · 2020 · Du, Na et al. · indexed
577. Logistics Innovation and Social Sustainability: How to Prevent an Artificial Divide in Human–Computer Interaction ↗ · 2019 · Klumpp, Matthias et al. · indexed
578. Influences of Personal Driving Styles and Experienced System Characteristics on Driving Style Preferences in Automated Driving ↗ · 2023 · Vasile, Laurin et al. · indexed
579. Driver Distraction ↗ · 2014 · Bengler, Klaus · indexed
580. Situation Awareness and Driving Performance in a Simulated Navigation Task ↗ · 2006 · Ma, Ruiqi et al. · indexed
581. Using Eye-Tracking Data to Predict Situation Awareness in Real Time During Takeover Transitions in Conditionally Automated Driving ↗ · 2021 · Zhou, Feng et al. · indexed
582. Strategy and architecture of a safety concept for fully automatic and autonomous driving assistance systems ↗ · 2010 · Horwick, Markus et al. · indexed
583. Missing no Interaction—Using STPA for Identifying Hazardous Interactions of Automated Driving Systems · 2018 · Abdulkhaleq, Asim et al. · archived
584. Aviation Automation: The Search for A Human-centered Approach ↗ · 1996 · Billings, Charles E. · indexed
585. Exploring Factors Related to Drivers' Mental Model of and Trust in Advanced Driver Assistance System · 2024 · Huang, Chunxi et al. · archived
586. Vibrotactile Displays: A Survey With a View on Highly Automated Driving ↗ · 2015 · Petermeijer, Sebastiaan M. et al. · indexed
587. Pedestrian interaction with multiple highly automated vehicles: Effects of LED- and augmented reality eHMIs · 2026 · Wilbrink, Marc et al. · archived
588. Exploring driving anger-caused impairment of takeover performance among professional taxi drivers · 2024 · Pan, Hengyan et al. · archived
589. Consumer Information Potpourri: Instructional and Operational Variability Among Passenger Vehicle Automated Systems ↗ · 2019 · Wright, Timothy J. et al. · indexed
590. Advanced vehicle technology: Mapping mental model accuracy and system exposure to driver behavior ↗ · 2021 · Benson, Aaron et al. · indexed
591. Lessons in Cooperation: Driver Sentiments Toward Real-Time Advisory Systems ↗ · 2025 · Hasan, Aamir et al. · indexed
592. AUTOMATED DRIVING SYSTEMS: COMPARISON OF TRAINING METHODS’ EFFECTIVENESS · 2024 · RODAK, Aleksandra et al. · archived
593. An Initial Review of the Instructional and Operational Variability Among Automated Systems in Passenger Vehicles ↗ · 2017 · Wright, Timothy J. et al. · indexed
594. Current Status and Challenges in Usability Evaluation Research on Human–Machine Interaction in Intelligent Vehicles: A Systematic Review ↗ · 2025 · Zhou, Datao et al. · indexed
595. Hazard Analysis of Action Loops for Automated Vehicle Remote Operation ↗ · 2021 · Kamaraj, Amudha V. et al. · indexed
596. A temporal analysis of safety drivers taking back control in public roadway automated driving trials ↗ · 2019 · Corcoran, Nicole et al. · indexed
597. Overview of lane-keeping assist system based on human–machine cooperative control ↗ · 2021 · Zeng-ke, QIN et al. · indexed
598. HUMAN-SYSTEM INTERFACE ISSUES IN THE DESIGN AND USE OF ADVANCED TRAVELER INFORMATION ↗ · 1998 · Dingus, Thomas A. et al. · indexed
599. Information Needs and Visual Attention during Urban, Highly Automated Driving—An Investigation of Potential Influencing Factors · 2020 · Feierle, Alexander et al. · archived
600. Do Researchers Use the Levels of Automation Appropriately? How Automation is Discussed in Research ↗ · 2023 · Parker, Jah’inaya et al. · indexed
601. Should Steering Settings be Changed by the Driver or by the Vehicle Itself? ↗ · 2022 · Abbink, David A. · indexed
602. Towards standardized metrics for measuring takeover performance in conditionally automated driving: A systematic review · 2021 · Tilbury, Dawn M. et al. · archived
603. Mock Trial: Human Factors Contributions to Litigation Involving Adaptive Cruise Control ↗ · 2000 · Noy, Y. Ian et al. · indexed
604. Acceptance and Usability of a Soft Robotic, Haptic Feedback Seat for Autonomy Level Transitions in Highly Automated Vehicles · 2024 · Peters, Jan et al. · archived
605. Distraction of Connected Vehicle Human–Machine Interface for Truck Drivers ↗ · 2020 · Yang, Guangchuan et al. · indexed
606. Shared Control for Vehicle Lane-Changing with Uncertain Driver Behaviors · 2025 · Wu, Jiamin et al. · archived
607. A Human Factors Approach to Validating Driver Models for Interaction-aware Automated Vehicles · 2022 · Siebinga, Olger et al. · archived
608. Design of Human-Machine Interface for Truck Platooning Using Driving Simulator · 2024 · Sugimachi, Toshiyuki · archived
609. Detecting a Single Automation Failure: The Impact of Expected (But Not Experienced) Automation Reliability ↗ · 2023 · Bowden, Vanessa K. et al. · indexed
610. The role of take-over cue informativity in interrupted take-over requests in a semi-automated driving scenario · 2026 · Berger, Alexander et al. · archived
611. Effect of Vehicle Control Format on Driver Performance and Attention Allocation under Adaptive Cruise Control ↗ · 2018 · Deng, Yulin et al. · indexed
612. Effects of non-driving related tasks during autonomous driving · 2023 · Horáková, Miroslava · archived
613. Examining Senior Drivers Adaptation to Mixed Level Automated Vehicles: A Naturalistic Study · 2019 · Liang, Dan et al. · archived
614. Driver arousal and workload under partial vehicle automation: A pilot study · 2020 · Lohani, M et al. · archived
615. User Requirements for Autonomous Vehicles – a Comparative Analysis of Expert and Non-expert-based Approach · 2020 · Rodak, Aleksandra et al. · archived
616. “I’d like an Explanation for That!”Exploring Reactions to Unexpected Autonomous Driving ↗ · 2020 · Wiegand, Gesa et al. · indexed
617. Driver's behaviors and human-machine interactions characterization for the design of an advanced driving assistance system ↗ · 2005 · Tricot, N. et al. · indexed
618. Improving road user perception in adverse weather: An augmented human–machine interface for remote assistants of automated vehicles ↗ · 2025 · Schrank, Andreas et al. · indexed
619. Effects of In-Vehicle Touchscreen Location on Driver Task Performance, Eye Gaze Behavior, and Workload During Conditionally Automated Driving: Nondriving-Related Task and Take-Over ↗ · 2024 · Ban, Gayoung et al. · indexed
620. Validation of a driving simulator for research into human factors issues of automated vehicles · 2019 · Tomasevic, Nebojsa et al. · archived
621. A Cross-Cultural Study of Trust Building in Autonomous Vehicles ↗ · 2018 · Du, Na et al. · indexed
622. Cognitive Biases in User Interaction with Automated Vehicles: The Influence of Explainability and Mental Models ↗ · 2025 · Manger, Carina et al. · indexed
623. How Do Drivers Interact with In-Vehicle Information Systems in Everyday Driving? Evidence from Large-Scale Naturalistic Data ↗ · 2026 · Hilbert, Jan et al. · indexed
624. Explanation Needs in Automated Driving: Insights from German Driving Education and Vehicle Acquisition ↗ · 2024 · Manger, Carina et al. · indexed
625. Pedestrian and Passenger Interaction with Autonomous Vehicles: Field Study in a Crosswalk Scenario · 2024 · Izquierdo, Rubén et al. · archived
626. Communication and Communication Problems Between Autonomous Vehicles and Human Drivers · 2016 · Färber, Berthold · archived
627. Drivers of partially automated vehicles are blamed for crashes that they cannot reasonably avoid · 2022 · Abbink, David A. · archived
628. Exploring the effectiveness of a digital voice assistant to maintain driver alertness in partially automated vehicles ↗ · 2021 · Mahajan, Kirti et al. · indexed
629. Exploring the impact of display types of information about autonomous driving in semi-autonomous vehicles on drivers’ situation awareness and take-over performance under different driving scenarios · 2025 · Zhou, Chengmin et al. · archived
630. Absence of DOA Effect but No Proper Test of the Lumberjack Effect: A Reply to Jamieson and Skraaning (2019) · 2020 · Wickens, Christopher D. et al. · archived
631. Highly automated driving with a decoupled steering wheel ↗ · 2014 · Kerschbaum, Philipp et al. · indexed
632. Predicting Take-over Time for Autonomous Driving with Real-World Data:\n Robust Data Augmentation, Models, and Evaluation · 2021 · Rangesh, Akshay et al. · archived
633. In-Vehicle Virtual Agents: A Systematic Review of Anthropomorphism and Its Impacts Paper Preparation ↗ · 2025 · Ban, Gayoung et al. · indexed
634. External Human–Machine Interfaces for Automated Vehicles in Shared Spaces: A Review of the Human–Computer Interaction Literature · 2023 · Brill, Sarah et al. · archived
635. Automation and artificial intelligence in business logistics systems: human reactions and collaboration requirements ↗ · 2017 · Klumpp, Matthias · indexed
636. Identifying Human Factors Research for Unmanned Aircraft Systems and Advanced Air Mobility · 2024 · Kaliardos, William N. (Bill) et al. · archived
637. Perceptions and Understanding of Advanced Driver Assistance Systems and Vehicle Automation · 2026 · AAA Foundation for Traffic Safety · archived
638. Modeling Driver Responses to Automation Failures With Active Inference ↗ · 2022 · Wei, Ran et al. · indexed
639. Precursor Systems Analyses of Automated Highway Systems. Activity Area O Institutional and Societal Aspects · 1994 · Miller, M. et al. · archived
640. Safety Through Agility: Using Mixed Reality to Tune Shared Autonomy Systems · 2024 · Loeb, Helen · archived
641. Expectations and Understanding of Advanced Driver Assistance Systems Among Drivers, Pedestrians, Bicyclists, and Public Transit Riders · 2021 · Horrey, William J et al. · archived
642. A hierarchical framework to analyze shared control conflicts between human and machine ↗ · 2016 · Itoh, Makoto et al. · indexed
643. Foreseeable Misuse in Automated Driving Vehicles - The Human Factor in Fatal Accidents of Complex Automation ↗ · 2017 · Serter, Barbaros et al. · indexed
644. JOAN: a framework for human-automated vehicle interaction experiments in a virtual reality driving simulator · 2023 · Beckers, Niek et al. · archived
645. Behavioural Dynamics Towards Automation Based on Deconstructive Thinking of Sequences of Effects: ‘As Is – To Be’ Automation Effects Change Lifecycle ↗ · 2024 · Mbelekani, Naomi Y. · indexed
646. Real-World Use of Automated Driving Systems and their Safety Consequences: A Naturalistic Driving Data Analysis · 2020 · Kim, Hyungil et al. · archived
647. Wake Up and Take Over! The Effect of Fatigue on the Take-over Performance in Conditionally Automated Driving ↗ · 2018 · Feldhutter, Anna et al. · indexed
648. The influence of study design on results in HMI testing for active safety ↗ · 2007 · Ljung, Mikael et al. · indexed
649. Interactive Traffic Management for Highly Automated Vehicles · 2023 · Alkim, Tom et al. · archived
650. Driver behaviour with adaptive cruise control · 2005 · Stanton, Neville A. et al. · archived
651. Determination of Takeover Time Budget Based on Analysis of Driver Behavior · 2022 · Tanshi, Foghor et al. · archived
652. Driver mental workload measurement trends and cognitive impacts: a literature review ↗ · 2026 · Faidah, Uyun Nadzirotul et al. · indexed
653. The Impact of Transparency and Decision Risk on Human–Automation Teaming Outcomes ↗ · 2021 · Loft, Shayne et al. · indexed
654. Complementing Haptic Shared Control With Visual Feedback for Obstacle Avoidance ↗ · 2019 · Abbink, David A. · indexed
655. Influences of Level 2 Automated Driving on Driver Behaviors: A Comparison With Manual Driving ↗ · 2023 · Yang, Bo et al. · indexed
656. Preparing for the Future of Transportation: Automated Vehicles 3.0 · 2018 · NHTSA · archived
657. Towards Multimodal Error Management:Experimental Evaluation of User Strategies in Event of Faulty Application Behavior in Automotive Environments ↗ · 2004 · McGlaun, Gregor et al. · indexed
658. Balancing transparency and control: The impact of AI explanation detail on user perception in automated vehicles ↗ · 2025 · Peintner, Jakob et al. · indexed
659. Effect of Environmental Factors and Individual Differences on Subjective Evaluation of Human-like and Conventional Automated Vehicle Controllers · 2021 · Hajiseyedjavadi, Foroogh et al. · archived
660. Cooperative Steering Assist Control System ↗ · 2013 · Sentouh, Chouki et al. · indexed
661. A Topology of Shared Control Systems—Finding Common Ground in Diversity · 2018 · Abbink, David A. et al. · archived
662. Human–Automated Judgment Learning: Enhancing Interaction with Automated Judgment Systems ↗ · 2009 · Bass, Ellen J. et al. · indexed
663. Haptic shared steering control with an adaptive level of authority based on time-to-line crossing ↗ · 2019 · Abbink, David A. · indexed
664. Shared and cooperative control of ground and air vehicles: Introduction and general overview ↗ · 2017 · Abbink, David A. · indexed
665. Editorial to the Special Issue on Road User Interactions in the Age of Vehicle Automation ↗ · 2026 · Lee, Yee Mun et al. · indexed
666. Supporting human supervision in autonomous collision avoidance through agent transparency ↗ · 2023 · van de Merwe, Koen et al. · indexed
667. The Interaction Between Highly Automated Driving and the Development of Drowsiness ↗ · 2015 · Schömig, Nadja et al. · indexed
668. Human Models for Future Mobility ↗ · 2022 · Suchan, Jakob · indexed
669. Trust in Automation as a Matter of Media Influence and Experi-ence of Automated Vehicles ↗ · 2016 · Feldhütter, Anna et al. · indexed
670. Fast Lane - Exploring Human Behavior - Volume 14 · 2021 · NHTSA · archived
671. External HMI for self-driving vehicles: Which information shall be displayed? ↗ · 2020 · Faas, Stefanie M. et al. · indexed
672. Encountering Automation Surprise in Everyday Automated Driving: An Exploratory Phenomenological Inspired Study Using A Wizard‐of‐Oz Vehicle on Real Motorways ↗ · 2025 · Dong, Haoyu et al. · indexed
673. What's around the corner? · 2014 · Beattie, David et al. · archived
674. Transparent systems, opaque results: a study on automation compliance and task performance · 2025 · Pharmer, Rebecca L. et al. · archived
675. Accelerating Understanding of Human Response to Automation Failure ↗ · 2024 · Loft, Shayne · indexed
676. Interaction design of automatic steering for collision avoidance: challenges and potentials of driver decoupling ↗ · 2014 · Heesen, Matthias et al. · indexed
677. Transitioning to Future Air Traffic Management: Effects of Imperfect Automation on Controller Attention and Performance ↗ · 2010 · Rovira, Ericka et al. · indexed
678. Training Drivers on L2 Automated Systems: A Pilot Study for Developing Effective Training that Drivers Will Use ↗ · 2026 · Linkous, Taylor Y. et al. · indexed
679. Correlation Between Traffic Locus of Control and Advanced Driver Assistance System (ADAS) Use ↗ · 2024 · Wei, Linzhuo et al. · indexed
680. How Do Advanced Driver Assistance Systems Fit into Level of Automation Frameworks? ↗ · 2022 · Souders, Dustin J. et al. · indexed
681. Stopping by looking: A driver-pedestrian interaction study in a coupled simulator using head-mounted displays with eye-tracking ↗ · 2022 · Mok, Chun Sang et al. · indexed
682. Mental Models in Motion: A Framework for Real-Time Evaluation of Drivers' Understanding of ADAS Features ↗ · 2025 · Alkurdi, Duha et al. · indexed
683. The Expert Locomotive Engineer’s Mental Model · 2021 · NHTSA · archived
684. Recent International Activity in Cooperative Vehicle–Highway Automation Systems · 2012 · Shladover, S.E. · archived
685. Student Concept Vehicle: Development and Usability of an Innovative Holographic User Interface Concept and a Novel Parking Assistance System Concept ↗ · 2019 · Mims, Lauren et al. · indexed
686. Sensor-Actuator Supported Implicit Interaction in Driver Assistance Systems · 2010 · Riener, Andreas · archived
687. ERROR TYPE, RISK, PERFORMANCE, AND TRUST: INVESTIGATING THE IMPACTS OF FALSE ALARMS AND MISSES ON TRUST AND PERFORMANCE ↗ · 2019 · Zhao, Huajing et al. · indexed
688. Intelligent In‐Vehicle Interaction Technologies ↗ · 2021 · Murali, Prajval Kumar et al. · indexed
689. 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
690. An Expansion of System Wide Trust Theory Using In-Vehicle Automation ↗ · 2012 · Blair, Kasha et al. · indexed
691. Validating human driver models for interaction-aware automated vehicle controllers: A human factors approach. · 2021 · Abbink, David A. · archived
692. The influence of cognitive ability on older adults’ ability to take over driving control from an automated vehicle ↗ · 2021 · Haghzare, Shabnam et al. · indexed
693. The Impact of Cybersecurity Attacks on Human Trust in Autonomous Vehicle Operations ↗ · 2025 · Lim, Cherin et al. · indexed
694. Haptic Shared Control for Dissipating Phantom Traffic Jams · 2024 · Abbink, David A. · archived
695. The Future Driver: Exploring the Safety Challenges of Level 4 Automated Vehicles During Manual Control ↗ · 2025 · Andriola, Cesar et al. · indexed
696. A Driving Simulator Investigation on the Aggressiveness of an Automatic Lane-Change System · 2025 · Guan, Muhua et al. · archived
697. To Trust or Not to Trust? A Simulation-Based Experimental Paradigm [supporting datasets] · 2019 · Knodler Jr., Michael A. et al. · archived
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699. Analyzing Riders’ Behavioral Adaptation to Driving Patterns of Advanced Autonomous Vehicles: A Virtual Reality Simulation Study ↗ · 2024 · Xu, Zheng et al. · indexed
700. Cooperative Adaptive Cruise Control: Human Factors Analysis · 2013 · Jones, Stephen · archived
701. Post-Takeover Proficiency in Conditionally Automated Driving: Understanding Stabilization Time with Driving and Physiological Signals ↗ · 2024 · Gruden, Timotej et al. · indexed
702. Integrating Intuitive Driver Models in Autonomous Planning for Interactive Maneuvers ↗ · 2017 · Driggs-Campbell, Katherine et al. · indexed
703. Effects of False-Alarm vs. Miss-Prone Automation and Likelihood Alarm Technology on Trust, Reliance, and Compliance in a Miss-Prone Task ↗ · 2010 · Davenport, Randy B. et al. · indexed
704. A cross-methodological review on the safety effects of partial vehicle automation ↗ · 2026 · de Winkel, Ksander N et al. · indexed
705. 5205 Toward Maintaining Appropriate Driver's Trust in and Reliance on a Forward Vehicle Collision Avoidance System · 2008 · Itoh, Makoto et al. · archived
706. Communicating intent on the road through human-inspired control schemes · 2016 · Driggs-Campbell, Katherine et al. · archived
707. Stages and Levels of Automation: An Integrated Meta-analysis ↗ · 2010 · Wickens, Christopher D. et al. · indexed
708. Investigation of Key Automated Vehicle Human Factors Safety Issues Related to Infrastructure: Comparing Intersection Crossing Behaviors of Human Drivers and Automated Vehicles · 2025 · Calvo, Jose et al. · archived
709. Impact of External Human–Machine Interface Communication Strategies of Automated Vehicles on Pedestrians’ Crossing Decisions and Behaviors in an Urban Environment ↗ · 2021 · Wilbrink, Marc et al. · indexed
710. How Multi-Tasking Ability Impacts Performance, Workload, Situation Awareness, Stress and Trust with Simulated Imperfect Automation. ↗ · 2026 · Greenwell-Barnden, JN et al. · indexed
711. Capable and considerate: Exploring the assigned attributes of an automated vehicle · 2021 · Johansson, Mikael et al. · archived
712. 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
713. Human factors research needs for the Intelligent Vehicle Initiative (IVI) program : summary report · 1998 · NHTSA · archived
714. Improved driver modeling for human-in-the-loop vehicular control · 2015 · Driggs-Campbell, Katherine et al. · archived
715. Prediction of take-over time in highly automated driving by two psychometric tests · 2015 · Körber, Moritz et al. · archived
716. Correct and faulty driver support from shared haptic control during evasive maneuvers ↗ · 2011 · Mulder, Mark et al. · indexed
717. The Impact of Modality, Technology Suspicion, and NDRT Engagement on the Effectiveness of AV Explanations · 2023 · Esterwood, Connor · archived
718. Effects of Human–Machine Interface Design for Intelligent Speed Adaptation on Driving Behavior and Acceptance ↗ · 2005 · Rook, Arno M. et al. · indexed
719. Four design choices for haptic shared control ↗ · 2017 · Abbink, David A. · indexed
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721. Deployment Scenarios for Vehicles with Higher-Order Automation · 2016 · Beiker, Sven · archived
722. Adaptive User-Centered Multimodal Interaction towards Reliable and Trusted Automotive Interfaces · 2022 · Gomaa, Amr · archived
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725. iRisk: Towards Responsible AI-Powered Automated Driving by Assessing Crash Risk and Prevention ↗ · 2025 · Mbelekani, Naomi et al. · indexed
726. A Situation Awareness Perspective on Human-AI Interaction: Tensions and Opportunities ↗ · 2022 · Jiang, Jinglu et al. · indexed
727. The importance of including knowledge of neuromuscular behaviour in haptic shared control ↗ · 2012 · Abbink, David A. et al. · indexed
728. Towards Human-Compatible Autonomous Car: A Study of Non-Verbal Turing Test in Automated Driving With Affective Transition Modelling ↗ · 2023 · Li, Zhaoning et al. · indexed
729. Frequency and Quality of Exposure to Adaptive Cruise Control and Impact on Trust, Workload, and Mental Models · 2023 · Pradhan, Anuj K. et al. · archived
730. Investigating the Effects of Pedestrian-to-Vehicle Human–Machine Interface Design Using Driving Simulator Experiment ↗ · 2022 · Abdel-Aty, Mohamed et al. · indexed
731. Human-Centered AI for Autonomous Vehicles: A Review of Interaction Strategies and Technologies ↗ · 2024 · Kumar, Abhishek et al. · indexed
732. Human Factors in Driving ↗ · 2023 · Donmez, Birsen et al. · indexed
733. Effect of different alcohol levels on take-over performance in conditionally automated driving · 2018 · Wiedemann, Katharina et al. · archived
734. Driver-Automation Cooperative Approach for Shared Steering Control Under Multiple System Constraints: Design and Experiments · 2016 · Nguyen, Anh‐Tu et al. · archived
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736. Putting the Brakes on Autonomous Vehicle Control ↗ · 2016 · Funkhouser, Kelly et al. · indexed
737. The effect of system aesthetics on trust, cooperation, satisfaction and annoyance in an imperfect automated system ↗ · 2012 · Weinstock, Alona et al. · indexed
738. Human-Robot Interaction II: The Impact of Human Factors on Unmanned Systems ↗ · 2008 · Gillan, Douglas J. · indexed
739. Attention and Threat Detection: Warnings and How They Affect Takeover Performance ↗ · 2020 · Brunsen, Emily et al. · indexed
740. Assessing public perception of self-driving cars ↗ · 2019 · Hewitt, Charlie et al. · indexed
741. In-Vehicle Interface Adaptation to Environment-Induced Cognitive Workload · 2022 · Meiser, Elena et al. · archived
742. Task Automation and Skill Development in a Simplified Driving Task ↗ · 2000 · Ward, Nicholas J. · indexed
743. Asking AI About Your Car: AI-Augmented Vehicle Owner’s Manuals Support Integrated System Understanding Beyond Traditional Documentation ↗ · 2026 · Lee, Joonbum et al. · indexed
744. Human Factors Guidance for the Integration of Artificial Intelligence and Machine Learning in FAA Systems · 2025 · Smith, Philip J. et al. · archived
745. Effects of Hybrid Interface on Ecodriving and Driver Distraction ↗ · 2011 · Hallihan, Gregory M. et al. · indexed
746. A Systematic Review of Virtual Reality Applications for Automated Driving: 2009–2020 ↗ · 2021 · Riegler, Andreas et al. · indexed
747. Dynamics of Affective States During Takeover Requests in Conditionally Automated Driving Among Older Adults with and without Cognitive Impairment · 2025 · Hajian, Gelareh et al. · archived
748. Real-World Observations and Human Factors Evaluation of AV Shuttle Operations · 2025 · Fox, Sarah et al. · archived
749. Models of human decision-making as tools for estimating and optimising impacts of vehicle automation · 2017 · Markkula, Gustav et al. · archived
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752. Lessons in Cooperation: A Qualitative Analysis of Driver Sentiments towards Real-Time Advisory Systems from a Driving Simulator User Study ↗ · 2024 · Hasan, Aamir et al. · indexed
753. Expectations and Trust in Automated Vehicles · 2020 · Zhang, Qiaoning et al. · archived
754. Users’ Understanding of Automated Vehicles and Perception to Improve Traffic Safety –Results from a National Survey · 2019 · AAA Foundation for Traffic Safety · archived
755. Overtrust in External Cues of Automated Vehicles ↗ · 2019 · Holländer, Kai et al. · indexed
756. A Human Factors Perspective on Ethical Concerns of Vehicle Automation ↗ · 2016 · Kumfer, Wesley J. et al. · indexed
757. Human control of multiple unmanned vehicles ↗ · 2006 · Squire, Peter et al. · indexed
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761. Expectations and Understanding of Advanced Driver Assistance Systems among Drivers, Pedestrians, Bicyclists, and Public Transit Riders · 2021 · AAA Foundation for Traffic Safety · archived
762. Cognitive effects of prolonged continuous human-machine interaction: The case for mental state-based adaptive interfaces · 2022 · Hinss, Marcel F. et al. · archived
763. Comparing Merging Behaviors of Drivers with Vehicles Equipped with Level 3 Automation and Connected Messaging when Merging in a Mixed Vehicle Fleet Environment of Various Traffic Densities · 2025 · Calvo, Jose et al. · archived
764. Design Exploration of Robotic In-car Accessories for Semi-autonomous Vehicles ↗ · 2024 · Kim, Hyunjung et al. · indexed
765. Enhancing Environmental Engagement with Natural Language Interfaces for In-Vehicle Navigation Systems ↗ · 2019 · Antrobus, Vicki et al. · indexed
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767. Enhancing Trust Repair in Driving: The Role of AI Emotional Expression and Perceived Control ↗ · 2025 · Hu, Xinyue et al. · indexed
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770. HMIway-env: A Framework for Simulating Behaviors and Preferences to Support Human-AI Teaming in Driving · 2022 · Gopinath, Deepak et al. · archived
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773. Teaching Multimodal Interaction in Cars to First-time Users · 2026 · Marinissen, Thomas et al. · archived
774. Beyond Automation: Exploring Passenger Cooperation and Perception in Teleoperated Shared Automated Vehicles (SAVs) ↗ · 2024 · Escher, Bengt et al. · indexed
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776. Challenges in Achieving Explainability for Cooperative Transportation Systems ↗ · 2022 · Suchan, Jakob · indexed
777. Situation Awareness-Based Agent Transparency ↗ · 2014 · Chen, Jessie Y. et al. · indexed
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781. Ergonomics Considerations in Air Traffic Conflict Detection and Resolution · 2023 · Trapsilawati, Fitri et al. · archived
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783. Trading Degrees of Freedom: User Control in Pens, GPT, and Automated Vehicles ↗ · 2023 · Renata, Vianney et al. · indexed
784. Transportation Cyber-Physical Systems: Impacts on Humans ↗ · 2018 · Trapsilawati, Fitri et al. · indexed
785. How Many Participants Are Required for Validation of Automated Vehicle Interfaces in User Studies? ↗ · 2021 · Forster, Yannick et al. · indexed
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