automation complacency bias
Human performance problems of supervising automation in any domain: automation complacency, automation bias and over-reliance, out-of-the-loop performance loss, ironies of automation, misuse and disuse of automated aids, vigilance under monitoring of reliable automation, and levels-of-automation frameworks (Sheridan, Parasuraman). The cross-domain (aviation, process control, medical) automation-supervision literature that vehicle automation research builds on, distinct from takeover_transitions and mode_awareness (driving-specific automation behavior) and from trust_in_automation_foundations (the trust construct itself).
273 paper(s) · ranked by relevance to this topic
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The Out-of-the-Loop Performance Problem and Level of Control in Automation ↗ · 1995 · Endsley, Mica R. et al. · indexed
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Autopilot, Mind Wandering, and the Out of the Loop Performance Problem ↗ · 2017 · Gouraud, Jonas et al. · indexed
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Humans: Still Vital After All These Years of Automation ↗ · 2008 · Parasuraman, Raja et al. · indexed
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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
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Humans and intelligent vehicles : the hope, the help, and the harm. · 2016 · Fisher, Donald L. et al. · archived
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Semi-automated versus highly automated driving in critical situations caused by automation failures · 2014 · Strand, Niklas et al. · archived
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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
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Supervising High Degree Automation in Simulated Air Traffic Control ↗ · 2018 · Bowden, Vanessa et al. · indexed
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Work domain modeling of human-automation interaction for in-vehicle automation · 2024 · Zhang, You et al. · archived
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A review of human-automation interaction and lessons learned · 2006 · Sheridan, Thomas et al. · archived
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Using Modeling and Simulation to Predict Operator Performance and Automation-Induced Complacency With Robotic Automation ↗ · 2015 · Wickens, Christopher D. et al. · indexed
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Human-Automation Interaction and the Challenge of Maintaining Situation Awareness in Future Autonomous Vehicles ↗ · 2019 · Endsley, Mica R. · indexed
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Approaches for loss of vigilance in vehicle automation: a meta-analytical study ↗ · 2017 · Gonçalves, Rafael Cirino et al. · indexed
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Human Performance Consequences of Stages and Levels of Automation · 2013 · Onnasch, Linda et al. · archived
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A theoretical model of human-automation interaction grounded in resource allocation policy during automated driving ↗ · 2018 · Yamani, Yusuke et al. · indexed
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The impact of intermediate levels of automation on situation awareness and performance in dynamic control systems ↗ · 2002 · Engsley, M.R. et al. · indexed
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Precursor Systems Analyses of Automated Highway Systems. Automated Check Out · 1995 · NHTSA · archived
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Level of automation effects on performance, situation awareness and workload in a dynamic control task ↗ · 1999 · Endsley, Mica R. et al. · indexed
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Human Factors Evaluation of Level 2 and Level 3 Automated Driving Concepts: Concepts of Operation · 2014 · Marinik, Andrew et al. · archived
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RELATIONSHIP BETWEEN INTERFACE ALERTS AND COMPLACENCY ON HUMAN-AUTOMATION INTERACTION: ↗ · 2017 · Goncalves, Rafael Cirino et al. · indexed
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User Experience and Behavioural Adaptation Based on Repeated Usage of Vehicle Automation: Online Survey · 2024 · Mbelekani, Naomi Y. et al. · archived
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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
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Investigating the impact of driving automation systems on distracted driving behaviors ↗ · 2021 · Dunn, Naomi et al. · indexed
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Human-Centered Challenges and Contribution for the Implementation of Automated Driving · 2011 · van den Beukel, Arie P. et al. · archived
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Takeover performance according to the level of disengagement during automated driving · 2022 · Gallouin, Evan et al. · archived
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Design of automation for telerobots and the effect on performance, operator situation awareness, and subjective workload ↗ · 2000 · Kaber, David B. et al. · indexed
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Fatigue and Voluntary Utilization of Automation in Simulated Driving ↗ · 2012 · Neubauer, Catherine et al. · indexed
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Supervising the self-driving car: Situation awareness and fatigue during highly automated driving ↗ · 2023 · McKerral, Angus et al. · indexed
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Cooperation between drivers and automation: implications for safety ↗ · 2008 · Hoc, Jean-Michel et al. · indexed
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Automation Expectation Mismatch: Incorrect Prediction Despite Eyes on Threat and Hands on Wheel ↗ · 2018 · Victor, Trent et al. · indexed
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Behavioural changes in drivers experiencing highly-automated vehicle control in varying traffic conditions · 2013 · Jamson, A. Hamish et al. · archived
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Countermeasures To Detect and Combat Inattention While Driving Partially Automated Systems · 2023 · Paras, Carolina Rodriguez et al. · archived
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Out of the Loop, in Your Bubble: Mind Wandering Is Independent From Automation Reliability, but Influences Task Engagement ↗ · 2018 · Gouraud, Jonas et al. · indexed
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Handbook of Human Factors for Automated, Connected, and Intelligent Vehicles ↗ · 2020 · Fisher, Donald L. et al. · indexed
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Preface to the Special Section on Human Factors and Automation in Vehicles · 2012 · Merat, Natasha et al. · archived
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Human factors implications of vehicle automation: Current understanding and future directions · 2014 · Merat, Natasha et al. · archived
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A multi-method approach to understanding drivers' experiences and behavior under partial vehicle automation · 2023 · Strayer, DL et al. · archived
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Automated fault-management in a simulated spaceflight micro-world. ↗ · 2002 · Lorenz, Bernd et al. · indexed
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Fatigue and Automation-Induced Impairments in Simulated Driving Performance ↗ · 1998 · Desmond, Paula A. et al. · indexed
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Driver behavior while using Level 2 vehicle automation: A hybrid naturalistic study · 2023 · Cooper, JM et al. · archived
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Bimodal Trust: High and Low Trust in Vehicle Automation Influence Response to Automation Errors · 2023 · Kamaraj, Amudha V. et al. · archived
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Back to School: Impact of Training on Driver Behavior and State in Autonomous Vehicles ↗ · 2020 · Sibi, Srinath et al. · indexed
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The Effects of Age and Working Memory Demands on Automation-Induced Complacency ↗ · 2014 · Leidheiser, William et al. · indexed
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Driver Adaptation to Vehicle Automation: The Effect of Driver Assistance Systems on Driving Performance and System Monitoring · 2022 · Weaver, Starla et al. · archived
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Stages and Levels of Automation: An Integrated Meta-analysis ↗ · 2010 · Wickens, Christopher D. et al. · indexed
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Use of High-Fidelity Simulation to Evaluate Driver Performance with Vehicle Automation Systems · 2009 · Brown, Timothy et al. · archived
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Consumer Use & Adoption of Advanced Vehicle Systems · 2019 · Seppelt, Bobbie et al. · archived
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Disengagement from driving when using automation during a 4-week field trial ↗ · 2021 · Reagan, Ian J. et al. · indexed
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Updating the 2016 FAA Human Factors Design Standard (HF-STD-001B): Automation, Workstation Design, and Information Management · 2021 · Cardosi, Kim et al. · archived
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Effects of unreliable automation, non-driving related task, and takeover time budget on drivers’ takeover performance and workload ↗ · 2022 · Shahini, Farzaneh et al. · indexed
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A Multi-Method Approach to Understanding Drivers’ Experiences and Behavior Under Partial Vehicle Automation · 2023 · AAA Foundation for Traffic Safety · archived
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Estimating the out-of-the-loop phenomenon from visual strategies during highly automated driving · 2020 · Schnebelen, Damien et al. · archived
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Using Driver State Detection in Automated Vehicles · 2018 · Gaspar, John et al. · archived
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Highly Automated Driving, Secondary Task Performance, and Driver State · 2012 · Merat, Natasha et al. · archived
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Supporting operator reliance on automation through continuous feedback · 2009 · Seppelt, Bobbie · archived
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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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Applicability of risky decision-making theory to understand drivers' behaviour during transitions of control in vehicle automation · 2019 · GONÇALVES, Rafael Cirino et al. · archived
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Influence of automation on mind wandering frequency in sustained attention · 2018 · Gouraud, Jonas et al. · archived
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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
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Automation's Not Perfect But Neither Are We: Unveiling Illusionary Control And Automation Bias In Automated Driving ↗ · 2023 · Manger, Carina et al. · indexed
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Underload on the Road: Measuring Vigilance Decrements During Partially Automated Driving · 2021 · McWilliams, Thomas et al. · archived
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Evaluating driver eye glance behavior and secondary task engagement while using driving automation systems ↗ · 2020 · Noble, Alexandria M. et al. · indexed
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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
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Conceptualization of Human Factors in Automated Driving by Work Domain Analysis ↗ · 2020 · Zhang, You et al. · indexed
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Driving behavior model considering driver's over-trust in driving automation system · 2019 · Liu, Hailong et al. · archived
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Toward Computational Simulations of Behavior During Automated Driving Takeovers: A Review of the Empirical and Modeling Literatures · 2019 · McDonald, Anthony D. et al. · archived
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Development of Situational Awareness Enhancing System for Manual Takeover of AV · 2023 · Li, Yujie et al. · archived
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Vigilance Decrement During On-Road Partially Automated Driving Across Four Systems · 2023 · Strayer, David L. · archived
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Preface to the Special Issue on Assessment and Effectiveness of Driver Monitoring Systems ↗ · 2023 · Biondi, Francesco et al. · indexed
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Detecting a Single Automation Failure: The Impact of Expected (But Not Experienced) Automation Reliability ↗ · 2023 · Bowden, Vanessa K. et al. · indexed
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From Driver to Supervisor: Comparing Cognitive Load and EEG-Based Attentional Resource Allocation Across Automation Levels · 2023 · Figalova, Nikol et al. · archived
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Utilization of Drivetime – Performing Non-Driving Related Tasks While Driving Highly Automated ↗ · 2015 · Gold, Christian et al. · indexed
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Control Task Substitution in Semiautomated Driving · 2012 · Carsten, Oliver et al. · archived
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Toward Computational Simulations of Behavior During Automated Driving Takeovers: A Review of the Empirical and Modeling Literatures · 2019 · McDonald, Anthony D et al. · archived
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Workload-Matched Adaptive Automation Support of Air Traffic Controller Information Processing Stages · 2002 · Kaber, David B. et al. · archived
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Human-Machine Interfaces and Vehicle Automation: The Effect of HMI Design on Driver Performance and Behavior · 2023 · Wang, Meng et al. · archived
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Training for Unmanned Vehicle Allocation with Automation in a Dynamic Microworld ↗ · 2012 · Clegg, Benjamin A. · indexed
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Takeover performance evaluation using driving simulation: a systematic review and meta-analysis · 2021 · Soares, Sónia et al. · archived
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A Bayesian Regression Analysis of the Effects of Alert Presence and Scenario Criticality on Automated Vehicle Takeover Performance ↗ · 2023 · Alambeigi, Hananeh et al. · indexed
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From Driver to Supervisor: Comparing Cognitive Load and EEG-based Attentional Resource Allocation across Automation Levels · 2023 · Figalova, Nikol et al. · archived
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Situation Awareness and Driving Performance in a Simulated Navigation Task ↗ · 2006 · Ma, Ruiqi et al. · indexed
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Imperfect Diagnostic Automation: An Experimental Examination of Priorities and Threshold Setting ↗ · 2006 · Wickens, Christopher D. et al. · indexed
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Training to Improve Drivers’ Behavior When Partial Driving Automation Fails · 2020 · Roberts, Shannon C et al. · archived
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Foreseeable Misuse in Automated Driving Vehicles - The Human Factor in Fatal Accidents of Complex Automation ↗ · 2017 · Serter, Barbaros et al. · indexed
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Effects of Task-Induced Fatigue in Prolonged Conditional Automated Driving ↗ · 2019 · Jarosch, Oliver et al. · indexed
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Investigating the interplay between cognitive workload and situation awareness during full driving automation ↗ · 2025 · Sahoo, P et al. · indexed
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Driving Performance After Self-Regulated Control Transitions in Highly Automated Vehicles ↗ · 2017 · Eriksson, Alexander et al. · indexed
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Accelerating Understanding of Human Response to Automation Failure ↗ · 2024 · Loft, Shayne · indexed
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Moving Into the Loop: An Investigation of Drivers' Steering Behavior in Highly Automated Vehicles ↗ · 2020 · Alsaid, Areen et al. · indexed
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Transparent systems, opaque results: a study on automation compliance and task performance · 2025 · Pharmer, Rebecca L. et al. · archived
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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
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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
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Road Vehicle Automation and Its Effects on Fatigue, Sleep, Rest, and Recuperation ↗ · 2023 · Ahlström, Christer et al. · indexed
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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
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Prospectus on Multi-Modal Aspects of Human Factors in Transportation · 1991 · Triggs, T.J. et al. · archived
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Modelling how humans use decision aids in simulated air traffic control ↗ · 2020 · Strickland, Luke et al. · indexed
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The Importance of Flexible Automation in Simulated Submarine Track Management: Balancing Performance Under Normal and Failed Conditions ↗ · 2026 · Li, Wentao et al. · indexed
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Human-automation teamwork : Current practices and future directions in air traffic control · 2020 · Svensson, Åsa · archived
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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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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
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Driver's arousal and workload under partial vehicle automation · 2020 · Strayer, DL et al. · archived
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To Trust or Not to Trust? A Simulation-Based Experimental Paradigm · 2018 · Knodler Jr., Michael A. et al. · archived
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Toward Shared Control Between Automated Vehicles and Users · 2020 · Terken, Jacques et al. · archived
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Transitioning to Future Air Traffic Management: Effects of Imperfect Automation on Controller Attention and Performance ↗ · 2010 · Rovira, Ericka et al. · indexed
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How Multi-Tasking Ability Impacts Performance, Workload, Situation Awareness, Stress and Trust with Simulated Imperfect Automation. ↗ · 2026 · Greenwell-Barnden, JN et al. · indexed
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Return-to-Manual Performance can be Predicted Before Automation Fails ↗ · 2022 · Griffiths, Natalie et al. · indexed
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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
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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
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Effects of Level 3 Automated Vehicle Drivers’ Fatigue on Their Take-Over Behaviour: A Literature Review ↗ · 2021 · Guo, Hanying et al. · indexed
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National Advanced Driving Simulator Measures Driver Interactions with Automated Driving System · 2017 · NHTSA · archived
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Driver's arousal and workload under partial vehicle automation · 2020 · Cooper, JM et al. · archived
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Influence of Surrounding Traffic and System Behaviors on Driver-Initiated Automation Disengagements in Urban Overtaking Scenarios ↗ · 2025 · Muslim, Husam et al. · indexed
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Transition to manual: Driver behaviour when resuming control from a highly automated vehicle ↗ · 2014 · Merat, Natasha et al. · indexed
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Hazard Analysis of Action Loops for Automated Vehicle Remote Operation ↗ · 2021 · Kamaraj, Amudha V. et al. · indexed
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Driver’s Arousal and Workload under Partial Vehicle Automation · 2020 · AAA Foundation for Traffic Safety · archived
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An Influence Model of the Human-Automation Team: Effects of Workload and Automation Reliability, Transparency and Degree · 2023 · Wickens, Christopher D. et al. · archived
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Haptic shared control: smoothly shifting control authority? · 2011 · Abbink, David A. et al. · archived
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Do Researchers Use the Levels of Automation Appropriately? How Automation is Discussed in Research ↗ · 2023 · Parker, Jah’inaya et al. · indexed
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A Systematic Review of Metrics Measuring Takeover Performance in Conditionally Automated Driving ↗ · 2025 · Tilbury, Dawn M. et al. · indexed
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Adaptive Automation of Human-Machine System Information-Processing Functions · 2005 · Kaber, David B. et al. · archived
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Takeover Safety Analysis with Driver Monitoring Systems and Driver–Vehicle Interfaces in Highly Automated Vehicles ↗ · 2021 · Yu, Dongyeon et al. · indexed
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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
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Quantitative models for automation rate and situation awareness response: A case study of levels of driving automation ↗ · 2021 · Liu, Yunmei et al. · indexed
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Human Factors Evaluation of Level 2 and Level 3 Automated Driving Concepts ↗ · 2015 · Blanco, Myra et al. · indexed
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Training to Improve Drivers’ Behavior When Partial Driving Automation Fails [supporting datasets] · 2022 · Roberts, Shannon C et al. · archived
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The "Out-of-the-Loop" concept in automated driving: proposed definition, measures and implications · 2018 · Merat, Natasha et al. · archived
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A Preliminary Study on the Influence of Automation over Mind Wandering Frequency in Sustained Attention ↗ · 2017 · Gouraud, Jonas et al. · indexed
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Participant Characteristics in Human-in-the-Loop Studies with Multiple Unmanned Vehicles including Aircraft ↗ · 2022 · Bass, Ellen J. et al. · indexed
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Examining effects of scenario type and vehicle speed on takeover readiness and performance in conditionally automated driving ↗ · 2020 · Tilbury, Dawn M. et al. · indexed
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Situation awareness and driving performance in a simulated navigation task ↗ · 2007 · Ma, Ruiqi et al. · indexed
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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
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Distribution of Attention, Situation Awareness and Workload in a Passive Air Traffic Control Task: Implications for Operational Errors and Automation ↗ · 1998 · Endsley, Mica R. et al. · indexed
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Automation of task processes: An example of intelligent transportation systems ↗ · 2000 · Ward, Nicholas · indexed
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Automation Use: The Roles of Self-Confidence, Trust, and Workload ↗ · 2023 · Patton, Colleen E. · indexed
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Effects of User Interfaces on Take-Over Performance: A Review of the Empirical Evidence · 2021 · Kim, Soyeon et al. · archived
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Using Trust in Automation to Enhance Driver-(Semi)Autonomous Vehicle Interaction and Improve Team Performance · 2021 · Azevedo-Sa, Hebert et al. · archived
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Design of Conditional Driving Automation Variables to Improve Takeover Performance ↗ · 2019 · Tanshi, Foghor et al. · indexed
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Transparency and Conflict Resolution Automation Reliability in Air Trffic Control ↗ · 2017 · Trapsilawati, Fitri et al. · indexed
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Understanding Automation Surprise in Non-Critical Highly Automated Driving: An Initial On-Road Probing Study · 2024 · Dong, Haoyu et al. · archived
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Takeover Time in Highly Automated Vehicles: Noncritical Transitions to and From Manual Control ↗ · 2017 · Eriksson, Alexander et al. · indexed
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Effects of Non-Driving-Related Task Attributes on Takeover Quality in Automated Vehicles ↗ · 2020 · Lee, Seul Chan et al. · indexed
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Separation Management: Automation Reliability Meta-Analysis and Conflict Probe Reliability Analysis · 2012 · Rein, Jonathan R et al. · archived
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Towards Autonomous Vehicles · 2013 · Schwarz, Chris et al. · archived
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The effect of varying levels of vehicle automation on drivers' lane changing behaviour. · 2018 · Madigan, Ruth et al. · archived
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Addressing the Challenges in NextGen Decision Making · 2012 · Mosier, Kathleen et al. · archived
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The Influence of Driver Stress, Partial-Vehicle Automation, and Subjective State on Driver Performance ↗ · 2005 · Funke, Gregory J. et al. · indexed
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Unmanned Aerial Vehicle Flight Control: False Alarms versus Misses ↗ · 2004 · Wickens, C. D. · indexed
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Automated driving experiences, attention, and intentions following extensive on-road usage of a level 2 automation vehicle ↗ · 2024 · Sanbonmatsu, DM et al. · indexed
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Taking Over Control From Highly Automated Vehicles in Complex Traffic Situations ↗ · 2016 · Gold, Christian et al. · indexed
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Models of automation proportion in human-in-the-loop systems and operator situation awareness responses ↗ · 2025 · Liu, Y. et al. · indexed
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Prior Familiarization With Takeover Requests Affects Drivers’ Takeover Performance and Automation Trust ↗ · 2017 · Hergeth, Sebastian et al. · indexed
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The Challenges of Driving Mode Switching in Automated Vehicles: A Review ↗ · 2023 · Hu, Lin et al. · indexed
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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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From Manual Driving to Automated Driving · 2019 · Ayoub, Jackie et al. · archived
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How to navigate the intermediate levels of vehicle automation? ↗ · 2025 · van Nes, Nicole et al. · indexed
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Effects of Cognitive Distraction and Driving Environment Complexity on Adaptive Cruise Control Use and Its Impact on Driving Performance: A Simulator Study · 2025 · Halin, Anaïs et al. · archived
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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
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Characterizing Level 2 Automation in a Naturalistic Driving Fleet · 2024 · Perez, Miguel A et al. · archived
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Towards Safe and Comfortable Vehicle Control Transitions: A Systematic Review of Takeover Time, Time Budget, and Takeover Performance · 2025 · Liang, Kexin et al. · archived
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Multidimensional Assessment of Takeover Performance in Conditionally Automated Driving · 2025 · Liang, Kexin et al. · archived
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Situation Awareness, Mental Workload, and Trust in Automation: Viable, Empirically Supported Cognitive Engineering Constructs ↗ · 2008 · Parasuraman, Raja et al. · indexed
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Fatigue and Secondary Media Impacts in the Automated Vehicle: A Multidimensional State Perspective ↗ · 2023 · Neubauer, Catherine et al. · indexed
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Cognitive load and task switching in drivers: Implications for road safety in semi-autonomous vehicles ↗ · 2024 · Xu, Jinhui et al. · indexed
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A temporal analysis of safety drivers taking back control in public roadway automated driving trials ↗ · 2019 · Corcoran, Nicole et al. · indexed
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Reaction Times When Switching From Autonomous to Manual Driving Control ↗ · 2016 · Funkhouser, Kelly et al. · indexed
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Decision Support Automation Research in the En Route Air Traffic Control Environment ↗ · 2002 · Willems, Ben · indexed
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Takeover Transition in Autonomous Vehicles: A YouTube Study · 2019 · Zhou, Feng et al. · archived
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DEV: A Driver-Environment-Vehicle Closed-Loop Framework for Risk-Aware Adaptive Automation of Driving · 2025 · Halin, Anaïs et al. · archived
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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
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Toward Defining Driving Automation from a Human-Centered Perspective ↗ · 2017 · Yang, Ji Hyun et al. · indexed
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Designing for Flexible Interaction Between Humans and Automation: Delegation Interfaces for Supervisory Control ↗ · 2007 · Miller, Christopher A. et al. · indexed
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Towards standardized metrics for measuring takeover performance in conditionally automated driving: A systematic review · 2021 · Tilbury, Dawn M. et al. · archived
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Cooperative Overtaking: Overcoming Automated Vehicles' Obstructed Sensor Range via Driver Help · 2019 · Walch, Marcel et al. · archived
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The Effect of Fatigue on Take-over Performance in Urgent Situations in Conditionally Automated Driving ↗ · 2019 · Feldhutter, Anna et al. · indexed
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Evaluating the Human-Automated Maintenance Vehicle Interaction for Improved Safety and Facilitating Long-Term Trust · 2021 · Miller, Erika E. et al. · archived
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Impact of Road Event Recognition Reliability in Autonomous Vehicles on Driver Trust and Takeover Performance · 2025 · Chen, Shan-chih et al. · archived
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Unreliable Automated Attention Cueing for Air-Ground Targeting and Traffic Maneuvering ↗ · 1999 · Wickens, C. D. · indexed
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Autonomous Driving Systems: A Preliminary Naturalistic Study of the Tesla Model S ↗ · 2017 · Endsley, Mica R. · indexed
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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
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Misses or False Alarms? How Error Type Affects Confidence In Automation Reliability Estimates ↗ · 2024 · Guzman-Bonilla, Ebernoe et al. · indexed
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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
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How Do Advanced Driver Assistance Systems Fit into Level of Automation Frameworks? ↗ · 2022 · Souders, Dustin J. et al. · indexed
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Functional Safety Assessment of a Generic Automated Lane Centering System and Related Foundational Vehicle Systems · 2018 · Brewer, John et al. · archived
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It’s Out of Our Hands Now! Effects of Non-Driving Related Tasks During Highly Automated Driving on Drivers’ Fatigue ↗ · 2017 · Jarosch, Oliver et al. · indexed
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Automation and cognition in air traffic control: An empirical investigation · 1993 · Vortac, O. U. et al. · archived
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Wake Up and Take Over! The Effect of Fatigue on the Take-over Performance in Conditionally Automated Driving ↗ · 2018 · Feldhutter, Anna et al. · indexed
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Perceptions of Difficulty in an Automation-Supported Task ↗ · 2025 · Padilla, Jewel G. et al. · indexed
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Trust in Level 3 Automated Vehicles: A Systematic Literature Review ↗ · 2025 · Alkurdi, Duha et al. · indexed
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Key considerations in the development of driving automation systems ↗ · 2015 · Christensen, Andy et al. · indexed
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Bridging Gaps Among Human, Assisted, and Automated Driving With DVIs: A Conceptional Experimental Study ↗ · 2018 · Wang, Jiao et al. · indexed
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Situation Awareness: Review of Mica Endsley's 1995 Articles on Situation Awareness Theory and Measurement ↗ · 2008 · Wickens, Christopher D. · indexed
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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
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Neurophysiological Vigilance Characterisation and Assessment: Laboratory and Realistic Validations Involving Professional Air Traffic Controllers · 2020 · Sebastiani, Marika et al. · archived
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Differences in drivers’ dependence on AR warning information in urban driving environments: the role of driving experience · 2025 · Huo, Faren et al. · archived
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The Effect of Secondary Cognitive Task Difficulty on Headway Maintenance and Perceived Workload While Using Lane Keeping Systems ↗ · 2019 · Liang, Nade et al. · indexed
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Task Automation and Skill Development in a Simplified Driving Task ↗ · 2000 · Ward, Nicholas J. · indexed
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IVI human factors strategy · 1999 · Ference, Jack · archived
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Devil in the details: Systematic review of TOR signals in automated driving with a generic classification framework ↗ · 2022 · Jansen, Reinier J. et al. · indexed
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ERROR TYPE, RISK, PERFORMANCE, AND TRUST: INVESTIGATING THE IMPACTS OF FALSE ALARMS AND MISSES ON TRUST AND PERFORMANCE ↗ · 2019 · Zhao, Huajing et al. · indexed
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Malleable Attentional Resources Theory: A New Explanation for the Effects of Mental Underload on Performance · 2002 · Young, Mark S. et al. · archived
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Attempting to Automate Compliance to Aircraft Collision Avoidance Advisories ↗ · 2015 · Pritchett, Amy R. et al. · indexed
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User-Centered Design for Railroad Automation: Phase I · 2023 · Cowen, Michael B. et al. · archived
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Cognitive Biases in User Interaction with Automated Vehicles: The Influence of Explainability and Mental Models ↗ · 2025 · Manger, Carina et al. · indexed
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Driver mental workload measurement trends and cognitive impacts: a literature review ↗ · 2026 · Faidah, Uyun Nadzirotul et al. · indexed
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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
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Automated Driving: Human-Factors Issues and Design Solutions ↗ · 2012 · Saffarian, M. et al. · indexed
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Automatic and Controlled Processing Approach to Interpreting Vigilance Performance ↗ · 1985 · Fisk, Arthur D. · indexed
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Attentive User Interfaces to Improve Multitasking and Take-Over Performance in Automated Driving ↗ · 2019 · Wintersberger, Philipp et al. · indexed
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A Path towards Sustainable Vehicle Automation: Willingness to Engage in Level 3 Automated Driving · 2022 · Tomasevic, Nebojsa et al. · archived
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An Initial Review of the Instructional and Operational Variability Among Automated Systems in Passenger Vehicles ↗ · 2017 · Wright, Timothy J. et al. · indexed
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Structural Redesign of Pilot Training and the Automated Aircraft ↗ · 2017 · Petitt, Karlene · indexed
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From Initial to Situational Automation Trust: The Interplay of Personality, Interpersonal Trust, and Trust Calibration in Young Males · 2026 · Tang, Menghan et al. · archived
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Drivers and automation: a systematic review on road suitability for assisted and partially/conditionally automated vehicles ↗ · 2026 · Karimi, Arastoo et al. · indexed
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Supporting human supervision in autonomous collision avoidance through agent transparency ↗ · 2023 · van de Merwe, Koen et al. · indexed
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Structural Redesign of Pilot Training and the Automated Aircraft ↗ · 2020 · Petitt, Karlene · indexed
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A hierarchical framework to analyze shared control conflicts between human and machine ↗ · 2016 · Itoh, Makoto et al. · indexed
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Driver arousal and workload under partial vehicle automation: A pilot study · 2020 · Lohani, M et al. · archived
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Transition of Control: Automation Giving Back Control to the Driver · 2021 · Willemsen, Dehlia et al. · archived
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The autopilot paradox: public perception of sleeping while driving semi-automated cars ↗ · 2025 · Das, Subasish · indexed
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A cross-methodological review on the safety effects of partial vehicle automation ↗ · 2026 · de Winkel, Ksander N et al. · indexed
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Human–Agent Teaming for Multirobot Control: A Review of Human Factors Issues ↗ · 2014 · Chen, Jessie Y. C. et al. · indexed
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Real-World Observations and Human Factors Evaluation of AV Shuttle Operations · 2025 · Fox, Sarah et al. · archived
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Editorial: Cognitive Mechanisms for Safe Road Traffic Systems · 2022 · Vecchiato, Giovanni et al. · archived
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Situation awareness: Valid or fallacious? · 2015 · Carsten, Oliver et al. · archived
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Repeated Usage of an L3 Motorway Chauffeur: Change of Evaluation and Usage ↗ · 2020 · Metz, Barbara et al. · indexed
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Understanding teleoperation: A human-centered framework for workplace design · 2025 · Nick, Alexandra et al. · archived
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Human Factors Phase III: Effects of Train Control Technology on Operator Performance · 2005 · Lanzilotta, E. et al. · archived
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Autonomous driving: investigating the feasibility of car-driver handover assistance · 2015 · Walch, Marcel et al. · archived
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How is the Reliability of Automated Aids Determined Using System-Wide Trust? ↗ · 2009 · Keller, David et al. · indexed
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Research advances in intelligent collision avoidance and adaptive cruise control ↗ · 2003 · Vahidi, Ardalan et al. · indexed
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Mission Control of Multiple Unmanned Aerial Vehicles: A Workload Analysis ↗ · 2005 · Wickens, C. D. · indexed
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Flight to the future : human factors in air traffic control ↗ · 1997 · Wickens, Christopher D. et al. · indexed
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Principles and Practice of Aviation Psychology · 2002 · Tsang, Pamela S. · archived
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Imperfect Automation in Aviation Traffic Alerts: A Review of Conflict Detection Algorithms and Their Implications for Human Factors Research ↗ · 2003 · Wickens, C. D. · indexed
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Risk Perception in Complex Systems: A Comparative Analysis of Process Control and Autonomous Vehicle Failures ↗ · 2025 · Wen, He et al. · indexed
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Joint Cognitive Systems: Foundations of Cognitive Systems Engineering ↗ · 2005 · Hollnagel, Erik et al. · indexed
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Human Research Program Space Human Factors Engineering (SHFE) Standing Review Panel (SRP) · 2009 · Wichansky, Anna M. et al. · archived
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Human factors assessment of conflict resolution aid reliability and time pressure in future air traffic control ↗ · 2015 · Trapsilawati, Fitri et al. · indexed
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Human factors evaluation of conflict resolution aid in future air traffic control ↗ · 2017 · Trapsilawati, Fitri · indexed
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Inhibitory Cognitive Control Allows Automated Advice to Improve Accuracy While Minimizing Misuse ↗ · 2021 · Strickland, Luke et al. · indexed
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Benefits of Imperfect Conflict Resolution Advisory Aids for Future Air Traffic Control ↗ · 2016 · Trapsilawati, Fitri et al. · indexed
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Human factors of advanced technology (glass cockpit) transport aircraft ↗ · 1989 · Wiener, Earl L. · indexed
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Human factors of advanced technology (glass cockpit) transport aircraft · 1989 · Wiener, Earl L. · archived
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Addressing Human Factors Related to Artificial Intelligence Integrated Visual Cueing ↗ · 2024 · Kelley, Brendan et al. · indexed
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Challenges and Solution Approaches for Unmanned Aerial Vehicles in Air Traffic Control ↗ · 2025 · Tuncal, Arif · indexed