Methodological Resource
validation psychometrics
Reliability and validity evidence for an instrument or measure: psychometric evaluation of scales, sensor validation against ground truth, sensitivity and specificity of driver-state detection, test-retest reliability, convergent validity between measures, simulator validation against on-road driving. The information is HOW GOOD A MEASURE IS, not the construct findings themselves.
3150 paper(s) · newest first · see also all information types
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Using self-reported data to assess the validity of driving simulation data · 2006 · Reimer, Bryan et al. · archived
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Simulator Validity: Behaviors Observed on the Simulator and on the Road ↗ · 2011 · Mullen, Nadia et al. · indexed
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Assessment of Driving Performance Using a Simulator Protocol: Validity and Reproducibility ↗ · 2010 · Bédard, Michel et al. · indexed
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Driver performance under simulated and actual driving conditions: Validity and orthogonality ↗ · 2020 · Groeger, John A. et al. · indexed
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On-road and simulated driving: Concurrent and discriminant validation ↗ · 2011 · Mayhew, Daniel R. et al. · indexed
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The validity of driving simulator to measure on-road driving performance of older drivers ↗ · 2002 · Lee, Hoe · indexed
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Towards a Common Understanding of Driving Simulator Validity · 2023 · Himmels, Chantal et al. · archived
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Validity of Mental Workload Measures in a Driving Simulation Environment · 2018 · Galante, Francesco et al. · archived
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Assessment of Driving Simulators for Use in Longitudinal Vehicle Dynamics Evaluation ↗ · 2022 · Sekar, Rubanraj et al. · indexed
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A procedure for validating fixed-base driving simulators · 2013 · Losa, Massimo et al. · archived
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Are Driving Simulators Suitable to Measure the Driving Competence of Elderly Drivers? ↗ · 2019 · Kenntner-Mabiala, Ramona et al. · indexed
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Systematic review of driving simulator validation studies ↗ · 2019 · Wynne, Rachael A. et al. · indexed
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Correspondence between Simulator and On-Road Drive Performance: Implications for Assessment of Driving Safety ↗ · 2016 · Aksan, Nazan et al. · indexed
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Validity and reliability of the on-road driving assessment with senior drivers ↗ · 2007 · Kay, Lynnette et al. · indexed
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2C4-2 Validation of a driving simulator for driver distraction research on a two-lane highway · 2015 · Son, Joonwoo et al. · archived
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Assessing the driving performance of older adult drivers: on-road versus simulated driving ↗ · 2003 · Lee, Hoe et al. · indexed
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Validation of the driver behaviour questionnaire using behavioural data from an instrumented vehicle and high-fidelity driving simulator ↗ · 2015 · Helman, S. et al. · indexed
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Validity, reliability and predictive accuracy of the Driving Awareness Questionnaire ↗ · 2009 · Kay, Lynnette G. et al. · indexed
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Driving Simulator Validation for In-Vehicle Human Machine Interface Assessment ↗ · 2019 · McWilliams, Thomas et al. · indexed
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Behavioural validity of driving simulators for prototype HMI evaluation ↗ · 2020 · Spyridakos, Panagiotis D. et al. · indexed
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Comparison of Driving Errors Between On-the-Road and Simulated Driving Assessment: A Validation Study ↗ · 2009 · Shechtman, Orit et al. · indexed
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CROSS-STUDY RESEARCH ON UTILITY AND VALIDITY OF DRIVING SIMULATOR FOR DRIVER BEHAVIOR ANALYSIS ↗ · 2017 · Matowicki, Michal et al. · indexed
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Validation of Driving Simulation to Assess On-Road Performance in Huntington Disease ↗ · 2013 · Devos, Hannes et al. · indexed
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Validation of a driving simulator for research into human factors issues of automated vehicles · 2019 · Tomasevic, Nebojsa et al. · archived
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Reliability and validity of on-road driving tests in vulnerable adults: a systematic review ↗ · 2019 · Sawada, Tatsunori et al. · indexed
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Face and Content Validity of an Automated Vehicle Road Course and a Corresponding Simulation Scenario · 2020 · Classen, Sherrilene et al. · archived
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The Study of Driving Simulator Validation for Physiological Signal Measures ↗ · 2013 · Li, Jiahui et al. · indexed
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Technical report: Literature survey on driving simulator validation studies ↗ · 2006 · Hoskins, Andrew et al. · indexed
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Assessing Driving Simulator Validity: A Comparison of Multi-Modal Smartphone Interactions across Simulated and Field Environments ↗ · 2018 · McWilliams, Thomas et al. · indexed
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Driving Experience and Task Demands in Simulator and Instrumented Car: A Validation Study ↗ · 1982 · Blaauw, G J · indexed
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The behavioural validation of driving simulators as research tools : a case study based on the Leeds Driving Simulator ↗ · 2001 · Blana, Eumorfia · indexed
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Protocol for Transferability of Driver Simulator Results to Real Traffic Conditions ↗ · 2014 · Gemou, Maria et al. · indexed
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Stability of measurements of simulated driving: A comparison between a static and a dynamic motorcycle simulator with different degrees of fidelity · 2025 · Ferrarese, Michael et al. · archived
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The validity of driving simulation for assessing differences between in-vehicle informational interfaces: A comparison with field testing ↗ · 2010 · Wang, Ying et al. · indexed
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Reliability and Validity of the Japanese Adelaide Driving Self-Efficacy Scale in Community-Dwelling Drivers ↗ · 2026 · Kagino, Shohei et al. · indexed
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The concept of “presence” as a measure of ecological validity in driving simulators · 2015 · Deniaud, Christophe et al. · archived
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Using Driver Control Models to Understand and Evaluate Behavioral Validity of Driving Simulators ↗ · 2018 · Markkula, Gustav et al. · indexed
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Validation of a Driving Simulator for Speed Research on Two-lane Rural Roads ↗ · 2023 · de Frutos, S. Higuera et al. · indexed
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Validity and reliability of a driving simulator for evaluating the influence of medicinal drugs on driving performance ↗ · 2020 · Iwata, Mari et al. · indexed
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Assessment in Driving Simulators: Where We Are and Where We Go · 2009 · Kappé, Bart et al. · archived
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Concurrent Criterion Validity of the Safe Driving Behavior Measure: A Predictor of On-Road Driving Outcomes ↗ · 2013 · Classen, Sherrilene et al. · indexed
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Automobile Driver On-Road Performance Test. Volume 1, Final Report · 1981 · McPherson, Kenard et al. · archived
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Test-Retest Reliability of Simulated Driving Performance: A Pilot Study ↗ · 2013 · Irwin, Christopher et al. · indexed
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Validity of Driving Simulator for Agent-Human Interaction · 2014 · Ba, Yutao et al. · archived
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Human Performance Validation of Simulators: Theory and Experimental Verification ↗ · 1975 · Leonard, James J. et al. · indexed
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Performance Analysis of Driving Ability (P-Drive): Investigating Construct Validity and Concordance of Australasian Data ↗ · 2024 · Cheal, Beth et al. · indexed
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Driving Simulator Validity of Driving Behavior in Work Zones ↗ · 2020 · Zhang, Yanning et al. · indexed
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Development and validation of a sensor-integrated smart driving test system for automated, scalable, and objective driver performance evaluation. · 2026 · Sabry, ES et al. · archived
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Test-Retest Reliability of Standard Deviation of Lane Position as Assessed on a PC-Based Driving Simulator · 2003 · Marcotte, Thomas D et al. · archived
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The impact of cognitive workload on physiological arousal in young adult drivers: a field study and simulation validation ↗ · 2011 · Reimer, Bryan et al. · indexed
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Comparison of driver distraction evaluations across two simulator platforms and an instrumented vehicle · 2013 · Chrysler, ST et al. · archived
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Relationships between driving simulator performance and driving test results ↗ · 2008 · de Winter, Joost et al. · indexed
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Speed perception and actual speed in a driving simulator and real-world: A validation study · 2019 · Hussain, Qinaat et al. · archived
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Instrumented Vehicles and Driving Simulators · 2002 · Rizzo, M. et al. · archived
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Making Driving Simulators More Useful for Behavioral Research: Simulator Characteristics Comparison and Model-Based Transformation, Summary Report · 2015 · Philips, Brian H. et al. · archived
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Comparison of driving performance on-road and in a low-cost simulator using a concurrent telephone dialling task ↗ · 1999 · Reed, Matthew P. et al. · indexed
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Validity and Usability of a Safe Driving Behavior Measure for Older Adults · 2012 · Classen, Sherrilene et al. · archived
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Comparing Truck Driving Performance in a Simulator and Instrumented Vehicle · 2022 · Hanowski, Richard J. et al. · archived
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Mapping of data obtained on driving simulator to reality based on simulator validation results (WIP) ↗ · 2014 · Butakov, Vadim et al. · indexed
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Preliminary Validation of Driving Simulator Based on Forward Speed ↗ · 1999 · Klee, Harold et al. · indexed
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Tracking risk-taking behind the wheel: Which indicator of risky driving is the most useful in driving simulator studies? A pilot study. · 2026 · Baran P et al. · archived
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Validity Evaluations of On-Line Driver Modeling and State Assessment ↗ · 2007 · Chen, Liang-Kuang et al. · indexed
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Validation of a computerized driving simulator test of cognitive abilities for fitness-to-drive assessments · 2024 · Gårdinger, Max Bremberg et al. · archived
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The Validity of Three New Driving Simulator Scenarios: Detecting Differences in Driving Performance by Difficulty and Driver Gender and Age ↗ · 2020 · Maxwell, Hillary et al. · indexed
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Measuring the Effects of Driver Distraction · 2008 · Young, Kristie et al. · archived
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Comparing a driving simulator to the real road regarding distracted driving speed · 2015 · Knapper, Allert et al. · archived
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Sensitive and Reliable Measures of Driver Performance in Simulated Motor-Racing · 2019 · Irwin, Christopher et al. · archived
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Test-retest reliability of the safe driving behavior measure for community-dwelling elderly drivers ↗ · 2016 · Song, Chiang-Soon et al. · indexed
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Validation of a Driving Simulator for Road Tunnel Behavioural Studies ↗ · 2023 · Lioi, Alessandra et al. · indexed
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Development of a Web-Based Mini-Driving Scene Screening Test (MDSST) for Clinical Practice in Driving Rehabilitation ↗ · 2022 · Park, Myoung-Ok · indexed
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Validation of a Driving Simulation Facility for Instrument Panel Task Performance ↗ · 1990 · Kurokawa, Ko et al. · indexed
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Fit for purpose of on-the-road driving and simulated driving: A randomised crossover study using the effect of sleep deprivation · 2023 · Koopmans, Ingrid et al. · archived
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A Method to Assess the Effect of Vertical Dynamics on Driving Performance in Driving Simulators: A Behavioural Validation Study · 2019 · Parduzi, Arben et al. · archived
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Development, concurrent validity and internal consistency of a simulator tool for assessing continued car driving after a brain injury/disease ↗ · 2019 · Samuelsson, Kersti et al. · indexed
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Development and Validation of a Driving Simulator for Comfort Assessment · 2024 · Colmenares, Jon Ander Ruiz et al. · archived
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Assessing the Effectiveness of a Dynamic Driving Simulator for ADAS Development—A Back-to-Back Subjective Validation Study on Lateral Guidance Systems ↗ · 2025 · Wei, Sijie et al. · indexed
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Using real-world data to calibrate a driving simulator measuring lateral driving behaviour ↗ · 2011 · Jia, L. et al. · indexed
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Lateral Control in a Driving Simulator: Correlations with Neuropsychological Tests and On-Road Safety Errors ↗ · 2011 · Johnson, Amy et al. · indexed
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Comparison of Real and Simulated Driving for a Static Driving Simulator ↗ · 2021 · Krause, Michael et al. · indexed
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Psychometrics of the Fitness-to-Drive Screening Measure ↗ · 2015 · Classen, Sherrilene et al. · indexed
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Test–Retest Reliability of the Susceptibility to Driver Distraction Questionnaire · 2015 · Marulanda, Susana et al. · archived
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Interrater Reliability of the Road Law and Road Craft Test as Part of the OT-DORA Battery for Off-Road Driver Assessment ↗ · 2011 · Unsworth, Carolyn A et al. · indexed
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Driving simulator for road safety design: a comparison between virtual reality tests and on-field tests ↗ · 2024 · Meocci, Monica et al. · indexed
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Comparing Expert Driving Behavior in Real World and Simulator Contexts ↗ · 2013 · Ekanayake, Hiran B. et al. · indexed
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Evaluating Driving Performance of Cognitively Impaired and Healthy Older Adults: A Pilot Study Comparing On‐Road Testing and Driving Simulation ↗ · 2002 · Freund, Barbara et al. · indexed
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Sensitivity of Physiological Measures of Acute Driver Stress: A Meta-Analytic Review · 2021 · Kerautret, Laora et al. · archived
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Sensitivity and specificity of the driver sleepiness detection methods using physiological signals: A systematic review ↗ · 2021 · Watling, Christopher N. et al. · indexed
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Test-retest reliability of the driving habits questionnaire in older self-driving adults ↗ · 2015 · Song, Chiang-Soon et al. · indexed
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Physiological responses to simulated and on-road driving ↗ · 2011 · Johnson, Michel J. et al. · indexed
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Decisions on driving after brain injury/disease: Feasibility and construct validity of a new simulator assessment tool ↗ · 2020 · Samuelsson, Kersti et al. · indexed
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The utility of the AusEd driving simulator in the clinical assessment of driver fatigue · 2007 · Desai, Anup V. et al. · archived
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Validity of the C-RDS Self-Reported Risky Driving Measure ↗ · 2013 · Simmons-Morton, Bruce G et al. · indexed
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Validity of a Computerized Information-Processing-Based Test Battery for the Prediction of Performance in a Transport Driver Simulation ↗ · 1993 · Kandra, Jeffrey et al. · indexed
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Beyond Basics: Can a Driving Simulator Reliably Reproduce Real Vehicle Dynamics? ↗ · 2023 · Fernandes, Beatriz et al. · indexed
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Reliability and Validity of Aggressive Driving Measures in China ↗ · 2004 · LI, FENGZHI et al. · indexed
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Driving simulator validation of driver behavior with limited safe vantage points for data collection in work zones ↗ · 2014 · Bham, Ghulam H. et al. · indexed
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Consistency and sensitivity of lane change test according to driving simulator characteristics ↗ · 2008 · Bruyas, M.-P. et al. · indexed
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Older adult driving performance assessed under simulated and on-road conditions ↗ · 2022 · Costello, Matthew C. et al. · indexed
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Driving Simulation Forward: Making Driving Simulators More Useful for Behavioral Research [fact sheet] · 2010 · NHTSA · archived
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Re-Assessment of Driving Simulators for the Training, Testing and Licensing of Commercial Vehicle Drivers · 2001 · Pierowicz, John A et al. · archived
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Road-to-Lab: Validation of the Static Load Test for Predicting On-Road Driving Performance While Using Advanced In-Vehicle Information and Communication Devices ↗ · 2005 · Young, Richard et al. · indexed
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Establishing driving simulator validity: drawbacks of null-hypothesis significance testing when compared to equivalence tests and Bayes factors ↗ · 2024 · Himmels, Chantal et al. · indexed
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Development and Validation of an Ecological Driver Distraction Evaluation Tool ↗ · 2017 · Young, Kristie L. et al. · indexed
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Validity of Driver Assistance Systems in Driving Simulators: A Comparative Study of Real-World Driving and Two Simulator Environments ↗ · 2025 · Himmels, Chantal et al. · indexed
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Comparative sensitivity of a simulated driving task to self-report, physiological, and other performance measures during prolonged wakefulness ↗ · 2005 · Arnedt, J. Todd et al. · indexed
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Transfer of Skills Learned on a Driving Simulator to On-Road Driving Behavior · 2017 · Hirsch, Pierro et al. · archived
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Driving for Real or on a Fixed-Base Simulator: Is It so Different? An Explorative Study ↗ · 2015 · Milleville-Pennel, Isabelle et al. · indexed
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Comparing the Effects of Visual Distraction in a High-Fidelity Driving Simulator and on a Real Highway ↗ · 2023 · Sun, Qinyu et al. · indexed
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Simulator validation – a new methodological approach applied to motorcycle riding simulators · 2023 · Will, Sebastian et al. · archived
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Comparison of self-report and objective measures of driving behavior and road safety: A systematic review ↗ · 2018 · Kaye, Sherrie-Anne et al. · indexed
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Employing consumer electronic devices in physiological and emotional evaluation of common driving activities ↗ · 2017 · Melnicuk, Vadim et al. · indexed
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What is good? Exploring the applicability of a one item measure as a proxy for measuring acceptance in driver-vehicle interaction studies · 2024 · Buchner, Claudia et al. · archived
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Analysis of a Driving Simulator’s Steering System for the Evaluation of Autonomous Vehicle Driving · 2025 · Dols, Juan F. et al. · archived
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Predictive validity of driving-simulator assessments following traumatic brain injury: a preliminary study ↗ · 2005 · Lew, Henry L. et al. · indexed
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An Assessment of Behavioral Tests to Detect Impaired Drivers · 1981 · Snapper, K. J. (Kurt J.) et al. · archived
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Reliability and Models of Subjective Motion Incongruence Ratings in Urban Driving Simulations ↗ · 2023 · Kolff, Maurice et al. · indexed
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Driving Simulators for Occupational Therapy Screening, Assessment, and Intervention ↗ · 2014 · Classen, Sherrilene et al. · indexed
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Feasibility and Validity of a Low-Cost Racing Simulator in Driving Assessment after Stroke ↗ · 2020 · Tiu, Jonathan et al. · indexed
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Predicting psychopharmacological drug effects on actual driving performance (SDLP) from psychometric tests measuring driving-related skills · 2011 · Verster, Joris C. et al. · archived
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Developing an Unreal Engine 4-Based Vehicle Driving Simulator Applicable in Driver Behavior Analysis—A Technical Perspective · 2021 · Michalík, David et al. · archived
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A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving · 2019 · Strayer, David L. · archived
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Measuring driving simulator adaptation using EDA · 2022 · Pungu Mwange, Marie-Anne et al. · archived
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Evaluation of a Driving Simulator for Ground-Vehicle Operator Training · 2006 · Chase, Stephanie G. et al. · archived
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Psychometric evidence of the Brazilian version of Driving Cognitions Questionnaire (DCQ) ↗ · 2015 · OliSan, George Oliveira Santos et al. · indexed
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Driving simulator validation for speed research on curves of two-lane rural roads ↗ · 2021 · Kazemzadehazad, Sanaz et al. · indexed
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Driving simulator for evaluating the effects of road geometric design on driver behavior · 2019 · Bobermin, Mariane Paula et al. · archived
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Australian Occupational Therapy Driver Assessors’ Opinions on Improving On-Road Driver Assessment Procedures ↗ · 2010 · Di Stefano, Marilyn et al. · indexed
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Measures and Methods Used to Assess the Safety and Usability of Driver Information Systems · 1995 · Green, Paul · archived
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Occupational Therapy Assessment of Open-Road Driving Performance: Validity of Directed and Self-Directed Navigational Instructional Components ↗ · 2004 · Mallon, Kerry et al. · indexed
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Standard operation procedures for conducting the on-the-road driving test, and measurement of the standard deviation of lateral position (SDLP) · 2011 · Verster, Joris C. et al. · archived
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Questionnaire Design and Test of Its Reliability and Validity for Distracted Driving Behavior ↗ · 2019 · Yang, Shuo et al. · indexed
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Subjectively estimated vs. objectively measured adaptation to driving simulators – Effects of age, driving experience, and previous simulator adaptation · 2019 · Brandtner, Annika et al. · archived
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Reliable but multi-dimensional cognitive demand in operating partially automated vehicles · 2024 · Lohani, M et al. · archived
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Simulator validation – a new methodological approach applied to motorcycle riding simulators ↗ · 2023 · Will, Sebastian et al. · indexed
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Driving Simulators Validation: The Issue of Transferability of Results Acquired on Simulator ↗ · 2005 · Espie, Stéphane et al. · indexed
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Driving Simulators Validation: The Issue of Transferability of Results Acquired on Simulator ↗ · 2005 · Espié, Stéphane et al. · indexed
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Driver Response to Phase Termination at Signalized Intersections at Signalized Intersections: Are Driving Simulator Results Valid? · 2013 · Swake, Joshua et al. · archived
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Driver State Monitoring: Manipulating Reliability Expectations in Simulated Automated Driving Scenarios · 2022 · Perello-March, Jaume R. et al. · archived
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A Validation of Subsidiary Reaction Time Against Detection of Roadside Obstacles during Prolonged Driving∗ ↗ · 1978 · LAURELL, H. et al. · indexed
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A validation study comparing performance in a low-fidelity train-driving simulator with actual train driving performance · 2023 · Olsson, Niklas · archived
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Measuring Driver Adaptation to In-Vehicle Information Systems: Disassociation of Subjective and Objective Situation Awareness Measures ↗ · 1999 · Lee, John D. · indexed
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Reliability and Models of Subjective Motion Incongruence Ratings in Urban Driving Simulations ↗ · 2023 · Kolff, Maurice et al. · indexed
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Driver Reaction Time in Crash Avoidance Research: Validation of a Driving Simulator Study on a Test Track ↗ · 2000 · McGehee, Daniel V. et al. · indexed
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Behind the Wheel of a Truck Simulator: Comparison of Self-Reported, Performance-Based, and Simulation Methods for Predicting Driver Traffic Offences ↗ · 2026 · Baran, Paulina et al. · indexed
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Validation of an Electronic Device for Measuring Driving Exposure ↗ · 2006 · Huebner, Kyla D. et al. · indexed
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Evaluating Driver Attention and Driving Behaviour: Comparing Controlled Driving and Simulated Driving ↗ · 2008 · Bach, Kenneth M. et al. · indexed
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Comparing the Perception of Critical Longitudinal Distances between Dynamic Driving Simulation, Test Track and Vehicle in the Loop ↗ · 2021 · Purucker, Christian et al. · indexed
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Cognitive Abilities Related to Driving Performance in a Simulator and Crashing on the Road ↗ · 2005 · Anderson, Steven W et al. · indexed
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Driving behaviour in a real and a simulated road tunnel—a validation study · 1998 · Törnros, Jan · archived
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Driving simulator validation for research on driving behavior at entrance of urban underground road ↗ · 2015 · Changbin, Cao et al. · indexed
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The sensitivity of laboratory tests assessing driving related skills to dose-related impairment of alcohol: A literature review ↗ · 2016 · Jongen, Stefan et al. · indexed
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Development and evaluation of a Driving Observation Schedule (DOS) to study everyday driving performance of older drivers · 2013 · Koppel, Sjaan et al. · archived
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The concept of "presence" used as a measure for ecological validity in driving simulators ↗ · 2014 · Deniaud, Christophe et al. · indexed
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Reliability of simulator driving tool for evaluation of sleepiness, fatigue and driving performance ↗ · 2011 · Davenne, Damien et al. · indexed
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Measures of Driver Behavior and Cognitive Workload in a Driving Simulator and in a Real Traffic Environment - Experiences from Two Experimental Studies in Sweden · 2001 · Cici, Ruggero et al. · archived
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Development of Hi-Fidelity Driving Simulator for Measuring Driving Behavior ↗ · 2001 · Akamatsu, Motoyuki et al. · indexed
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Contrasting Simulated with On-Road Transitions of Control ↗ · 2018 · Eriksson, Alexander et al. · indexed
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The need for speed: Scores on a new video-based measure of speeding propensity, suitable for use in online research, correlate with drivers’ on-road speeding behaviour ↗ · 2022 · Horswill, Mark S. et al. · indexed
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Virtual Testing of Automated Driving Systems. A Survey on Validation Methods · 2022 · Dona, Riccardo et al. · archived
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An investigation into physiological responses in driving simulators: An objective measurement of presence ↗ · 2015 · Deniaud, Christophe et al. · indexed
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Validation of Driver Behavior Questionnaire on Nigerian Truck Drivers: A Structural Equation Modeling Approach · 2023 · Taiwo, Olusegun Austine et al. · archived
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Study of Reproducibility of Pedal Tracking and Detection Response Task to Assess Driver Distraction ↗ · 2015 · Iwasa, Tatsuya et al. · indexed
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Vehicle sensor data-based analysis on the driving style differences between operating indoor simulator and on-road instrumented vehicle ↗ · 2018 · Qi, Geqi et al. · indexed
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A Simulation-Based Assessment Approach to Increase Safety Among Senior Drivers · 2013 · Hulme, Kevin F. et al. · archived
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Validation of Simulation Technology in the Training, Testing, and Licensing of Tractor-Trailer Drivers · 2000 · NHTSA · archived
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Experimental Design for Human-in-the-Loop Driving Simulations · 2014 · Driggs-Campbell, Katherine et al. · archived
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LiveMetrics: Providing Individualized Feedback on Driving Performance ↗ · 2015 · Kandadai, Venk et al. · indexed
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A methodological framework for evaluating ADAS training for older drivers: Feasibility and user perception · 2026 · Pełka, Małgorzata et al. · archived
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Correlation between subjective driver state measures and psychophysiological and vehicular data in simulated driving ↗ · 2016 · Schmidt, Elisabeth et al. · indexed
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Measuring Correlates of Mental Workload During Simulated Driving Using cEEGrid Electrodes: A Test–Retest Reliability Analysis · 2021 · Getzmann, Stephan et al. · archived
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Use driving simulator to synthesize the related vehicle specific power (VSP) for emissions and fuel consumption estimations. · 2016 · Yu, Lei et al. · archived
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Providing Evidence for the Validity of the Virtual Verification of Automated Driving Systems · 2024 · Neurohr, Birte et al. · archived
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Investigating the impact of driving workload on fatigue and performance for the purpose of road safety · 2026 · Serra, Patrizia et al. · archived
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A Systematic Review of Profiles of Speed and Lane Keeping for Driving Simulator Data · 2023 · Brown, Timothy et al. · archived
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What determines drivers’ speed? A replication of three behavioural adaptation experiments in a single driving simulator study · 2018 · Melman, Timo et al. · archived
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Validating self-reported driving behaviours as determinants of real-world driving speeds ↗ · 2024 · Thomas, Pete et al. · indexed
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Sensitivity and validity of psychometric tests for assessing driving impairment: effects of sleep deprivation. · 2015 · Jongen, Stefan et al. · archived
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Methodology for finding parameters related to path tracking skill applied on a DLC test in a moving base driving simulator ↗ · 2013 · Erséus, Andreas et al. · indexed
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Why Driving Performance Measures Are Sometimes Not Accurate (and Methods to Check Accuracy) ↗ · 2007 · Green, Paul · indexed
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Distributed Moving Base Driving Simulators : Technology, Performance, and Requirements · 2019 · Andersson, Anders · archived
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A validation study of a fixed‐based, medium fidelity driving simulator for human–machine interfaces visual distraction testing ↗ · 2023 · Large, David R. et al. · indexed
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Determining the Validity of Simulation Models for the Verification of Automated Driving Systems · 2023 · Neurohr, Birte et al. · archived
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Perception analysis of highway quality of service using a driving simulator and eye tracking system ↗ · 2020 · De Campos, Cintia Isabel et al. · indexed
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Validity and Reliability Testing on Train Driver Performance Model Using a PLS Approach · 2013 · Azlis-Sani, Jalil et al. · archived
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Validation of a Light EEG-Based Measure for Real-Time Stress Monitoring during Realistic Driving · 2022 · Sciaraffa, Nicolina et al. · archived
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Car-Following Model Calibration Based on Driving Simulator Data to Study Driver Characteristics and to Investigate Model Validity in Extreme Traffic Situations ↗ · 2021 · Berghaus, Moritz et al. · indexed
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Evaluating Older Drivers' Skills · 2013 · Chaudhary, Neil K. et al. · archived
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1029 Initial calibration and clinical verification of a car-driving simulator, a feasibility study ↗ · 2016 · Lauritsen, Jens M et al. · indexed
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A Comparison of a Driving Simulator and a Road Test in the Assessment of Driving Ability after a Stroke ↗ · 1988 · Nouri, FM et al. · indexed
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Effectiveness of Driving Simulators for Drivers’ Training: A Systematic Review ↗ · 2023 · Alonso, Francisco et al. · indexed
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A Review of Driving Simulation Technology and Applications · 2020 · Bruck, Lucas et al. · archived
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Sleepy driving on the real road and in the simulator—A comparison ↗ · 2012 · Hallvig, David et al. · indexed
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Analysis of Different Measures to Detect Driver States: A Review ↗ · 2019 · Murugan, Suganiya et al. · indexed
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Agreement of driving simulator and on-road driving performance in patients with binocular visual field loss ↗ · 2018 · The Simulator/On-road Study Group et al. · indexed
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Validating a driving simulator using surrogate safety measures ↗ · 2008 · Yan, Xuedong et al. · indexed
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Comparing Eye-tracking System Effectiveness in Field and Driving Simulator Studies ↗ · 2023 · Calvi, Alessandro et al. · indexed
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A Comparison of Subjective Mental Workload Measures in Driving Contexts ↗ · 2013 · Kim, Ji Yeon et al. · indexed
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The development of a multidimensional scale to evaluate motor vehicle dynamic qualities ↗ · 2005 · Harris, Don et al. · indexed
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Validation of Vigilance Decline Capability in A Simulated Test Environment: A Preliminary Step Towards Neuroadaptive Control · 2024 · Mahu, Andra et al. · archived
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Using Subjective Rating Scale in Driving Simulator to Predict Real-World Stimulus-Response Relationships Concerning Nighttime Delineation for Curves ↗ · 2008 · Molino, John A. et al. · indexed
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Virtual Testing in Automated Driving Systems Certification. A Longitudinal Dynamics Validation Example · 2022 · Donà, Riccardo et al. · archived
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Scenario Parameters for Fatigue Induction in Truck-Driving Simulators: A Systematic Review of Experimental Designs · 2026 · Fonseca, Tiago et al. · archived
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Feasibility assessment of the use of transit bus driving simulators : final report. · 2012 · Trombly, Jeffrey W. et al. · archived
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Does the testing environment matter? Carsickness across on-road, test-track, and driving simulator conditions · 2026 · Papaioannou, Georgios et al. · archived
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A High Fidelity Driving Simulator as a Tool for Design and Evaluation of Highway Infrastructure Upgrades · 2007 · Kelly, Michael J. et al. · archived
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Functional Assessments, Safety Outcomes, and Driving Exposure Measures for Older Drivers · 2012 · Staplin, Loren et al. · archived
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Sensitivity and specificity of the safe driving behavior measure and the driving habits questionnaire for older self-drivers ↗ · 2016 · Kim, Kweon-Young et al. · indexed
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Driving examiners’ views on data-driven assessment of test candidates: An interview study ↗ · 2021 · Driessen, Tom et al. · indexed
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Validation of a screening battery to predict driving fitness in people with Parkinson's disease ↗ · 2013 · Devos, Hannes et al. · indexed
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Drugs, driving, and models to measure driving impairment ↗ · 2009 · Owens, Katherine et al. · indexed
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A comparison of driver sleepiness in the simulator and on the real road ↗ · 2016 · Fors, Carina et al. · indexed
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Individual differences in peripheral physiology and implications for the real-time assessment of driver state (phase I & II). · 2013 · Reimer, Bryan · archived
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Validity of an On-Road Driver Performance Assessment Within an Initial Driver Training Context ↗ · 2009 · Roelofs, Erik et al. · indexed
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An Evaluation of Alternative Methods for Assessing Driver Workload in the Early Development of In-Vehicle Information Systems ↗ · 2002 · Angell, Linda S. et al. · indexed
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Human online reliability estimation applied to real driving maneuvers · 2020 · He, Chao et al. · archived
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Validation of Vehicle Driving Simulator from Perspective of Velocity and Trajectory Based Driving Behavior under Curve Conditions ↗ · 2021 · Chen, Liang et al. · indexed
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Survey and Synthesis of State of the Art in Driver Monitoring · 2021 · Halin, Anaïs et al. · archived
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Design and psychometric evaluation of sociocultural scale predicting the incidence of road traffic crashes in drivers. · 2022 · Haghdoust, Zahra et al. · archived
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Can a Novel Web-Based Computer Test Predict Poor Simulated Driving Performance? A Pilot Study With Healthy and Cognitive-Impaired Participants ↗ · 2013 · Nef, Tobias et al. · indexed
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Comparing treatment effects of oral THC on simulated and on-the-road driving performance: testing the validity of driving simulator drug research ↗ · 2015 · Veldstra, J. L. et al. · indexed
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Driving Simulator Validation for Nighttime Construction Work Zone Devices · 2007 · McAvoy, Deborah S. et al. · archived
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Classification of driving simulators validation: A case study using an immersive driving simulator ↗ · 2025 · Andriola, César et al. · indexed
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Behavior Analysis of Traffic Accidents with High Fidelity Driving Simulator · 2009 · Yang, Fan et al. · archived
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Spanish adaptation and validation of the Dula Dangerous Driving Index (DDDI) · 2024 · María T. Sánchez‐López et al. · archived
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Fit2Drive: Screening Older Drivers with Cognitive Concerns ↗ · 2024 · Tappen, Ruth M. et al. · indexed
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Validation of a moving base driving simulator for motion sickness research ↗ · 2023 · Talsma, Tessa M.W. et al. · indexed
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Comparison of driving simulator performance with real driving after alcohol intake: A randomised, single blind, placebo-controlled, cross-over trial ↗ · 2013 · Helland, Arne et al. · indexed
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Age, gender, mileage and the DBQ: The validity of the Driver Behavior Questionnaire in different driver groups ↗ · 2013 · Martinussen, Laila Marianne et al. · indexed
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Differentiating risky and aggressive driving: Further support of the internal validity of the Dula Dangerous Driving Index ↗ · 2012 · Richer, Isabelle et al. · indexed
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Study protocol for “In-vehicle sensors to detect changes in cognition of older drivers” · 2023 · Tappen, Ruth M. et al. · archived
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A Systematic Review of In-Vehicle Physiological Indices and Sensor Technology for Driver Mental Workload Monitoring · 2023 · Sriranga, Ashwini Kanakapura et al. · archived
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Evaluation of driving skills using an HMM-based distance measure ↗ · 2012 · Osgouei, Reza Haghighi et al. · indexed
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Driving Performance in a Simulator as a Function of Pavement and Shoulder Width, Edge Line Presence, and Oncoming Traffic · 2005 · Chrysler, Susan T. et al. · archived
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Efficient driver drowsiness detection at moderate levels of drowsiness ↗ · 2013 · Forsman, Pia M. et al. · indexed
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On the reliability of the occlusion technique as a tool for the assessment of the HMI of in-vehicle information and communication systems ↗ · 2009 · Gelau, Christhard et al. · indexed
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Evaluation of a Method to Estimate Driving Workload in Real Time: Watching Video Clips Versus Simulated Driving · 2011 · Green, Paul et al. · archived
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Wrist-Worn Sensor Validation for Heart Rate Variability and Electrodermal Activity Detection in a Stressful Driving Environment ↗ · 2023 · Costantini, Simone et al. · indexed
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S24 Repeatability And Effect Of Incentives On An Office Based Advanced Driving Simulator (miniuolds) To Assess Driving Performance In Obstructive Sleep Apnoea Syndrome (osas) ↗ · 2014 · Dwarakanath, A. et al. · indexed
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Deconstructing Driver State in Smart Cockpits: Physiological Validation of Perceived Risk, Trust, and Fatigue during Automated Driving ↗ · 2025 · Wang, Zhenyuan et al. · indexed
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Assessing the effects of road geometry and fidelity on driver behaviour in driving simulator experiments ↗ · 2023 · Mussone, Lorenzo · indexed
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Assessment of bus driver's mental workload by Persian Driving Activity Load Index ↗ · 2021 · Babamiri, Mohammad et al. · indexed
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Validation of a Driving Simulator Study on Driver Behavior at Passive Rail Level Crossings · 2018 · Larue, Grégoire S. et al. · archived
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Validity and Critical Driving Errors of On-Road Assessment for Older Drivers ↗ · 2010 · Shechtman, Orit et al. · indexed
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Tuning the Federal Highway Administration's Driving Simulator Motion Base · 2018 · Wallick, Barry et al. · archived
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Confidence and Reliability in Driving Simulator Based Expert Reviews of ADAS Controllability ↗ · 2015 · Galaske, Patrick et al. · indexed
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Conceptualizing and Measuring Confidence in Older Drivers: Development of the Day and Night Driving Comfort Scales ↗ · 2008 · Myers, Anita M. et al. · indexed
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Safety Evaluation of Highway Alignment Based on Driving Simulator ↗ · 2014 · Yao, Qiming et al. · indexed
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VALIDATION OF THE DRIVER BEHAVIOUR QUESTIONNAIRE OF DRIVERS IN BULGARIA · 2025 · Iliev, D. et al. · archived
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Normative Values for Driving Simulation Parameters: A Pilot Study · 2009 · Akinwuntan, Abiodun Emmanuel et al. · archived
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Simulated Driving Assessment: Case Study for the Development of Drivelab, Extendable Matlab™ Toolbox for Data Reduction of Clinical Driving Simulator Data ↗ · 2014 · Loeb, Helen S. et al. · indexed
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Driving Behavior and Simulator Sickness While Driving the Vehicle in the Loop: Validation of Longitudinal Driving Behavior ↗ · 2013 · Karl, Ines et al. · indexed
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Comparing Expert and Novice Driving Behavior in a Driving Simulator ↗ · 2013 · Ekanayake, Hiran B. et al. · indexed
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Development of the Driver Metacognition Questionnaire: A Scale to Measure Metacognitive Awareness While Driving ↗ · 2025 · Love, Steven et al. · indexed
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Estimating Driver Personality Traits From On-Road Driving Data · 2023 · Kimura, Ryusei et al. · archived
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Assessing driver engagement in assisted driving: Insights from Pilot Evaluation, Focus Groups and driving simulator testing · 2024 · Deiana, Francesco et al. · archived
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Discriminative Capabilities of Eye Gaze Measures for Cognitive Load Evaluation in a Driving Simulation Task ↗ · 2025 · Bakhchina, Anastasiia et al. · indexed
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Standardized evaluation of camera-based driver state monitoring systems ↗ · 2019 · Tian, Renran et al. · indexed
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Assessing drivers’ psychophysiological states using heart rate, electrodermal activity, and pupillometry in real-world driving ↗ · 2025 · Bosurgi, Gaetano et al. · indexed
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Image Characteristics and Their Effect on Driving Simulator Validity · 2001 · Jamson, Hamish · archived
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Comparison of Static and Driving Simulator Venues for the Tactile Detection Response Task · 2013 · Engström, Johan et al. · archived
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Driving Offences and Emotion Regulation: A Psychometric Analysis of the Emotion Regulation Questionnaire (ERQ) ↗ · 2022 · Pérez-Sánchez, Jennifer et al. · indexed
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An Evaluation of Driving Ability in a Simulator: A Good Predictor of Driving Ability After Stroke? ↗ · 2005 · Patomella, Ann-Helen et al. · indexed
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Transferability of Car-Following Models Between Driving Simulator and Field Traffic · 2017 · Papadimitriou, Stavros et al. · archived
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Predicting the Subjective Evaluation of Drivers in a Driving Simulator During Loss of Adherence ↗ · 2012 · Denoual, Thomas et al. · indexed
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Fatigue, Sleepiness, and Performance in Simulated Versus Real Driving Conditions ↗ · 2005 · Philip, Pierre et al. · indexed
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A Comparative Study on Different Measures to Identify Driver States ↗ · 2019 · Kumar, S. Pradeep et al. · indexed
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Assessment of Driving-Related Skills for Older Drivers [Traffic Tech] · 2010 · NHTSA · archived
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Modeling behavioral indicators for driver drowsiness detection: a simulator-based study ↗ · 2026 · Azaddel, Rahele et al. · indexed
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The Development of Standard Protocols to Improve the Quality of Driving Simulator Research · 2022 · Harvey, Catherine et al. · archived
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PW 2532 Use of a car-driving simulator in rehabilitation and driving assessment of patients after trauma ↗ · 2018 · Lauritsen, Jens et al. · indexed
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Validity of driving simulator in assessing drivers with Parkinson’s disease ↗ · 2007 · Lee, Hyuk et al. · indexed
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Evaluation of screening tests for predicting older driver performance and safety assessed by an on-road test ↗ · 2013 · Wood, Joanne M. et al. · indexed
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Physiological and psychological performance measurement for the practical driving test ↗ · 2024 · Rusch, Tobias et al. · indexed
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Correlations among self-reported driving characteristics and simulated driving performance measures ↗ · 2014 · Stahl, Patrick et al. · indexed
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The effectiveness of driving simulator training on driving skills and safety in young novice drivers: A systematic review of interventions ↗ · 2024 · Krasniuk, Sarah et al. · indexed
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Using Driver Simulators to Measure the Impact of Distracted Driving on Commercial Motor Vehicle Operators · 2015 · Tarr, Ronald W. et al. · archived
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Definition of Simulated Driving Tests for the Evaluation of Drivers’ Reactions and Responses ↗ · 2013 · Bartolozzi, Riccardo et al. · indexed
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Driving Assessment Tools Used by Driver Rehabilitation Specialists: Survey of Use and Implications for Practice ↗ · 2013 · Dickerson, Anne E. · indexed
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Assessment of wheelchair driving performance in a virtual reality-based simulator ↗ · 2013 · Mahajan, Harshal P. et al. · indexed
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Identifying the Causes of Drivers’ Hazardous States Using Driver Characteristics, Vehicle Kinematics, and Physiological Measurements · 2018 · Darzi, Ali et al. · archived
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Evaluating Driver Performance on Rural Two-Lane Horizontal Curved Roadways Using a Driving Simulator · 2012 · Bertola, Mary Anne et al. · archived
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Using mobile devices for driving test assessment: a study of acceleration and GPS data ↗ · 2024 · Driessen, Tom et al. · indexed
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Towards hybrid driver state monitoring: Review, future perspectives and the role of consumer electronics · 2016 · Melnicuk, Vadim et al. · archived
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Leveraging Wearable Sensors in Virtual Reality Driving Simulators: A Review of Techniques and Applications ↗ · 2024 · Boboc, Răzvan Gabriel et al. · indexed
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Evaluation of Drivers’ Attention Level by a Driving Simulator ↗ · 2012 · Bartolozzi, Riccardo et al. · indexed
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Advanced Driver Fatigue Research · 2008 · NHTSA · archived
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Formative Evaluation of Engineering Designs Using Driver Performance in a Immersive Driving Simulator · 2007 · Kelly, Michael J et al. · archived
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Evaluation of Fatigue in Older Drivers Using a Multimodal Medical Sensor and Driving Simulator ↗ · 2024 · Yoshida, Yutaka et al. · indexed
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Measuring Individual Differences in Driver Inattention ↗ · 2014 · Ledesma, Rubén Daniel et al. · indexed
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Development of a Monitoring System for Driver Readiness in Prolonged Automated Driving · 2024 · Deb, Shuchisnigdha et al. · archived
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Measures of Cognitive and Psycho-Physiological Response to a Virtual Driving Assistance ↗ · 2024 · Isiaka, Fatima et al. · indexed
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Driving simulator sickness and validity: how important is it to use real car cabins? ↗ · 2007 · Burnett, Gary et al. · indexed
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A Naturalistic Driving Study Across the Lifespan. Final Report · 2014 · Stavrinos, Despina et al. · archived
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Breath Analysis of Drivers for Monitoring Their Conditions on Driving Simulator ↗ · 2020 · Itoh, Toshio et al. · indexed
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Towards a Reliable Ground Truth for Drowsiness: A Complexity Analysis on the Example of Driver Fatigue ↗ · 2020 · Kundinger, Thomas et al. · indexed
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Assessment of the Use of a Driving Simulator for Traffic Engineering and Human Factors Studies · 2004 · Klee, Harold et al. · archived
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A Taxonomy for Quality in Simulation-Based Development and Testing of Automated Driving Systems · 2022 · Schutt, Barbara et al. · archived
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MEASUREMENT OF HEART RATE TO DETERMINE CAR DRIVERS' PERFORMANCE IMPAIRMENT IN SIMULATED DRIVING: AN OVERVIEW ↗ · 2016 · Ismail, Faizul Rizal et al. · indexed
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Development and Assessment of a Driver Drowsiness Monitoring System · 2012 · NHTSA · archived
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Possibilities of using commercial electronics to measure driver physiological functions in a vehicle simulator ↗ · 2023 · Lehet, David · indexed
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Do Drivers’ Decision or Emotion Behaviors Made in a Video Test Count? A Comparison between Video Watching and Simulator Driving ↗ · 2015 · Wang, Wei et al. · indexed
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Using Matlab-based Driving Simulator for Human Factor Assessment · 2019 · Jirgl, Miroslav et al. · archived
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Sensitivity of the lane change test as a measure of in-vehicle system demand ↗ · 2011 · Young, Kristie L. et al. · indexed
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Driving Simulator Assessment of Fitness-to-Drive Following Traumatic Brain Injury · 2019 · McManus, Benjamin et al. · archived
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HumanFIRST Driving Simulation Educational Development · 2019 · Morris, Nichole L. et al. · archived
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P2‐408: Critical analysis of road test designs for older drivers with cognitive impairment ↗ · 2011 · Ott, Brian et al. · indexed
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Real-time monitoring of driver distraction: State-of-the-art and future insights · 2023 · Michelaraki, Eva et al. · archived
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Characterisation of driving skill level using driving simulator tests ↗ · 2007 · Lin, William C. et al. · indexed
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Effect of Train-Driving Simulator Practice in the European Rail Traffic Management System: An Experimental Study · 2023 · Olsson, Niklas et al. · archived
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Stress and Simulated Environments: Insights From Physiological Marker · 2021 · Liebherr, Magnus et al. · archived
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On-Road Evaluation of Driver Capability: A Medical Record Review of the Adaptive Driving Program ↗ · 2013 · Beyene, Nahom et al. · indexed
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Can We Study Autonomous Driving Comfort in Moving-Base Driving Simulators? A Validation Study ↗ · 2016 · Bellem, Hanna et al. · indexed
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Using Microworlds to Design Intelligent Interfaces that Minimize Driver Distraction · 2001 · Kantowitz, Barry H · archived
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Driving simulator-based training to improve self-rating ability of driving performance in older adults – a pilot study · 2019 · Selander, Helena et al. · archived
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Identifying Outcome Measures to Evaluate Drivers’ Knowledge of Vehicle Automation · 2024 · AAA Foundation for Traffic Safety · archived
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Using driver monitoring to estimate readiness in automation: A conceptual model based on simulator experimental data · 2024 · Gonçalves, Rafael C. et al. · archived
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A MODEL FOR EVALUATING DRIVERS' MEAN SPEED : USING PSYCHOLOGICAL AND DRIVING SIMULATOR DATA · 2023 · javanbakht, navid et al. · archived
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An Evaluation of Emerging Driver Fatigue Detection Measures and Technologies [Final report] · 2009 · Barr, Lawrence et al. · archived
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Differences between Vehicle Lateral Displacement on the Road and in a Fixed-Base Simulator ↗ · 2002 · Blana, Evi et al. · indexed
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Training Intelligent Driver State Monitoring Systems: Design and Validation of an Experimental Procedure in a Driving Simulator Environment ↗ · 2023 · Presta, Roberta et al. · indexed
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The validity of the short driver behaviour questionnaire in varying road users groups in India: age, gender, and driving frequency ↗ · 2025 · Kshatriya, Rahul et al. · indexed
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Ready for a Learner’s Permit? Clinical Neuropsychological Off-road Tests and Driving Behaviors in a Simulator among Adolescents with ADHD and ASD ↗ · 2021 · Selander, H et al. · indexed
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A Review of Driving Simulator Parameters Relevant to the Operation Enduring Freedom/Operation Iraqi Freedom Veteran Population ↗ · 2010 · Kraft, Malissa et al. · indexed
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Development of sleepiness in professional truck drivers: Real‐road testing for driver drowsiness and attention warning (<scp>DDAW</scp>) system evaluation · 2024 · Ahlström, Christer et al. · archived
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Detecting Stress During Real-World Driving Tasks Using Physiological Sensors ↗ · 2005 · Healey, J.A. et al. · indexed
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Validation of a one-item acute stress scale for driving tasks · 2024 · Dahlman, Anna Sjörs et al. · archived
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Assessing driving performance and self-awareness of driving abilities in patients with neurocognitive disorders: a simulator study protocol ↗ · 2026 · Ranchet, Maud et al. · indexed
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A Framework for Validating Traffic Simulation Models at the Vehicle Trajectory Level · 2017 · Xyntarakis, Michalis et al. · archived
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A computational analysis of driving variations on distributed multiuser driving simulators ↗ · 2008 · Yasar, Ansar-Ul-Haque et al. · indexed
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Driving Simulator Development with Two Degrees of Freedom Motion for Driver Behavior Study ↗ · 2017 · Mohd Siam, M.F. et al. · indexed
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Temporal Separation and Self-Rating of Alertness as Indicators of Driver Fatigue in Commercial Motor Vehicle Operators ↗ · 2004 · Belz, Steven M. et al. · indexed
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On the concept and measurement of driver drowsiness, fatigue and inattention: implications for countermeasures ↗ · 2006 · Gimeno, Pilar Tejero et al. · indexed
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The effect of driving simulator feature fidelity on vehicle control, driver workload and muscle activation ↗ · 2026 · Dony, Lynn et al. · indexed
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Multimodal Dataset Construction and Validation for Driving-Related Anger: A Wearable Physiological Conduction and Vehicle Driving Data Approach ↗ · 2024 · Sun, Lichen et al. · indexed
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Examination of Older Driver Steering Adaptation on a High Performance Driving Simulator · 2001 · McGehee, Daniel V et al. · archived
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Comparing drivers’ visual attention at Junctions in Real and Simulated Environments · 2019 · Robbins, Chloe J. et al. · archived
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Process and Outcomes Evaluation of Older Driver Screening Programs: The Assessment of Driving-Related Skills (ADReS) Older-Driver Screening Tool · 2009 · McCarthy, Dennis P. et al. · archived
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How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving · 2014 · Lanatà, Antonio et al. · archived
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Evaluation of the Effectiveness of Driver Training in the Use of Advanced Driver Assistance Systems ↗ · 2025 · Pełka, Małgorzata et al. · indexed
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Road Safety Perception Questionnaire (RSPQ) in Latin America: A Development and Validation Study ↗ · 2021 · Molina, Fabricio Esteban Espinoza et al. · indexed
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Driving simulators to evaluate road geometric design effects on driver behaviour: A systematic review ↗ · 2021 · Bobermin, Mariane Paula et al. · indexed
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Model Driver Screening and Evaluation Program: Volume 1: Project Summary and Model Program Recommendations · 2003 · Staplin, L. K. et al. · archived
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Technologies for detecting and monitoring drivers' states: A systematic review ↗ · 2024 · AL-Quraishi, Maged S. et al. · indexed
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Proposal and validation of a questionnaire to investigate risk behavior of drivers from Brazil and Portugal · 2017 · Campos, Cíntia Isabel de et al. · archived
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Synchronising Physiological and Behavioural Sensors in a Driving Simulator ↗ · 2014 · Taib, Ronnie et al. · indexed
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Validation of Rehabilitation Training Programs for Older Drivers · 2013 · Staplin, Loren et al. · archived
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A Presence Questionnaire for Understanding the Driving Simulator Experience ↗ · 2022 · Burnett, Gary et al. · indexed
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Eliciting Driver Stress Using Naturalistic Driving Scenarios on Real Roads ↗ · 2018 · Baltodano, Sonia et al. · indexed
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Evaluation of methods for measuring speed perception in a driving simulator ↗ · 2012 · Fischer, Martin et al. · indexed
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Driver State Classification: Identifying High Cognitive Load and Drowsiness Through Driver Performance · 2026 · Ayas, Suzan et al. · archived
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Fitness to drive in early stage dementia : an instrumented vehicle study. · 2009 · Eby, David W. et al. · archived
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Off-Road Driving Evaluations for Persons With Cerebral Injury: A Factor Analytic Study of Predriver and Simulator Testing ↗ · 1997 · Galski, Thomas et al. · indexed
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Predictive validity of the Addenbrooke’s cognitive Examination III for on-road driving outcomes in a clinical fitness-to-drive population: a prospective cohort study ↗ · 2026 · Johnston, Belinda J. et al. · indexed
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Protocol for Candrive II/Ozcandrive, a multicentre prospective older driver cohort study · 2013 · Marshall, Shawn et al. · archived
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Validity Analysis of Vehicle and Physiological Data for Detecting Driver Drowsiness, Distraction, and Workload ↗ · 2015 · Yang, Ji Hyun et al. · indexed
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Sensitivity of driving simulation to sleep deprivation: effect of task duration ↗ · 2025 · Meyer, Morgane et al. · indexed
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The role of driver models in testing highly-automated driving: a survey ↗ · 2023 · Lemmer, Markus et al. · indexed
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Validation of a Driving Simulator by Measuring the Visual Attention Skill of Older Adult Drivers ↗ · 2003 · Lee, Hoe C. et al. · indexed
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The Measurement of Driver's Mental Workload: A Simulation-Based Study ↗ · 2007 · Liu, Ning et al. · indexed
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Chasing the silver bullet: Measuring driver fatigue using simple and complex tasks ↗ · 2007 · Baulk, Stuart D. et al. · indexed
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Benchmarking the MQ-3 Gas Sensor for Alcohol Impairment Detection: Insights from a Driving Simulator Study ↗ · 2025 · Göbel, Jan-Philipp et al. · indexed
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Fidelity Assessment of Motion Platform Cueing: Comparison of Driving Behavior under Various Motion Levels ↗ · 2023 · El hamdani, Sara et al. · indexed
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Driving Simulators for Commercial Truck Drivers - Humans in the Loop · 2005 · Allen, Talleah et al. · archived
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Breath Analysis of Drivers for Monitoring Their Conditions on Driving Simulator ↗ · 2021 · Itoh, Toshio et al. · indexed
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Cognitive Aspect of Emotion Estimation of a Driver · 2024 · Luo, Jinshan et al. · archived
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Older driver fitness-to-drive evaluation using naturalistic driving data · 2015 · Guo, Feng et al. · archived
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Efficient Motion Sickness Assessment: Recreation of On-Road Driving on a Compact Test Track ↗ · 2025 · Harmankaya, Hüseyin et al. · indexed
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Assessment of Drivers’ Mental Workload by Multimodal Measures during Auditory-Based Dual-Task Driving Scenarios ↗ · 2024 · Huang, Jiaqi et al. · indexed
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Convergent validity of video-based observer rating of drowsiness, against subjective, behavioral, and physiological measures · 2023 · Uchiyama, Yuji et al. · archived
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How to Use Driving Simulators Properly: Impacts of Human Sensory and Perceptual Capabilities on Visual Fidelity ↗ · 2018 · Zhao, Xi et al. · indexed
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Validation of a bicycle simulator for cyclist-vehicle interaction analysis ↗ · 2025 · Baldassa, Andrea et al. · indexed
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Evaluating Driver Features for Cognitive Distraction Detection and Validation in Manual and Level 2 Automated Driving ↗ · 2020 · Yang, Shiyan et al. · indexed
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A novel EEG-driven multidimensional modelling of the Driver Performance Envelope for a user-centred human-vehicle interaction · 2026 · Giorgi, Andrea et al. · archived
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Driving Scenes test of the Neuropsychological Assessment Battery (NAB) and on-road driving performance in aging and very mild dementia ↗ · 2004 · Brown, Lou Ann S. et al. · indexed
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Improving the level of psychological preparation of potential drivers · 2021 · Zelikov, Vladimir et al. · archived
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Simulation-Based Research on the Comprehensive Indexes for Highway Hypnosis Evaluation ↗ · 2018 · Wang, Shu-yi et al. · indexed
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Cognitive, On-road, and Simulator-based Driving Assessment after Stroke ↗ · 2014 · Hird, Megan A. et al. · indexed
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Unobtrusive Measurement of Physiological Features Under Simulated and Real Driving Conditions ↗ · 2022 · Leicht, Lennart et al. · indexed
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Positive Driver Behaviours Scale: Adaptation and Validation for Brazil ↗ · 2021 · Raquel de Oliveira, Ana · indexed
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Using Eye-Tracking Technology to Compare Hazard Detection on the Road Versus a Driving Simulator at Night Across Two Age Groups ↗ · 2020 · Leonardo, Juliette et al. · indexed
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The Use of a Full-Scale Driving Simulator in Evaluating Driver Comprehension of Traffic Signals ↗ · 2002 · Michael A. Knodler, Jr. et al. · indexed
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A framework for context-aware driver status assessment systems · 2013 · Craye, Céline · archived
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Diagnostic tools for identifying sleepy drivers in the field. · 2013 · Rizzo, Matthew et al. · archived
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Driving Simulation as a Performance-based Test of Visual Impairment in Glaucoma ↗ · 2012 · Medeiros, Felipe A. et al. · indexed
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Safety in Occupational Driving: Development of a Driver Behavior Scale for the Workplace Context · 2011 · Newnam, Sharon et al. · archived
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Monitoring drivers’ mental workload in driving simulators using physiological measures ↗ · 2010 · Brookhuis, Karel A. et al. · indexed
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Effectiveness of Driver Simulator as a Driving Education Tool · 2018 · Mohammed, Semira Omer et al. · archived
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The Use of High-Fidelity Real-Time Driving Simulators for Geometric Design ↗ · 2011 · Granda, Thomas et al. · indexed
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Fatigue States are Multidimensional: Evidence from Studies of Simulated Driving ↗ · 2007 · Saxby, Dyani et al. · indexed
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From Attention to Distraction: Driver State Analysis From an Engineering Perspective – A Review ↗ · 2025 · Uccello, Lorenzo et al. · indexed
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UF & UAB’s Phase I Demonstration Study: Older Driver Experiences With Autonomous Vehicle Technology · 2021 · Classen, Sherrilene et al. · archived
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Truck Driver Fatigue Assessment Using a Virtual Reality System · 2016 · Ali, Ayman et al. · archived
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Drivers Performance Evaluation using Physiological Measurement in a Driving Simulator ↗ · 2018 · Koohestani, Afsaneh et al. · indexed
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Design and Evaluation of Signs and Pavement MarkingsUsing Driving Simulators ↗ · 2011 · Chrysler, Susan et al. · indexed
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Estimating Driver Personality Traits From On-Road Driving Data ↗ · 2023 · Kimura, Ryusei et al. · indexed
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Assessing Drivers' Mental Model Of Advanced Driver Assistance Systems Using Signal Detection Theory · 2023 · Huang, Chunxi et al. · archived
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Driving simulation sickness and the sense of presence: Correlation and contributing factors · 2021 · Almallah, Mustafa et al. · archived
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Towards Driver's State Recognition on Real Driving Conditions ↗ · 2011 · Rigas, George et al. · indexed
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Divided attention assessment: cross-cultural adaptation and psychometric properties of the Persian version of the Divided Attention Questionnaire (P-DAQ) among male older drivers ↗ · 2026 · Hosseinabadi, Reza et al. · indexed
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Comparison of Driver Fatigue Trend on simulator and on-road driving based on EMG correlation ↗ · 2018 · Bhardwaj, Rahul et al. · indexed
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Gap-Acceptance Behavior at Priority Intersection: Field Observations Versus Experiments with Driving Simulator ↗ · 2011 · Rossi, Riccardo et al. · indexed
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Disposition towards automated driving scale (DADS): Development and psychometric properties of a brief self-report measure to assess subject’s disposition towards automated driving ↗ · 2025 · Somma, Antonella et al. · indexed
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Development and Pilot Testing of the Driving Check-Up: Expanding the Continuum of Services Available to Assist Older Drivers · 2018 · AAA Foundation for Traffic Safety · archived
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A Toolbox for Automated Driving Research in the Simulator ↗ · 2018 · Eriksson, Alexander et al. · indexed
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Using vehicle-based sensors of driver behavior to detect alcohol impairment. · 2011 · Lee, John et al. · archived
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A subjective one-item measure based on NASA-TLX to assess cognitive workload in driver-vehicle interaction ↗ · 2022 · von Janczewski, Nikolai et al. · indexed
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Beyond the time-on-task: an EEG-driven approach for effective physiological assessment of mental fatigue in simulated and real driving · 2025 · Giorgi, Andrea et al. · archived
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Using Naturalistic Data to Develop Simulator Scenarios · 2017 · Gaspar, John et al. · archived
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Assessing the reliability and validity of an FRAM model: the case of driving in an overtaking scenario ↗ · 2022 · Grabbe, Niklas et al. · indexed
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Prediction of Fitness to Drive in Patients with Alzheimer's Dementia · 2016 · Piersma, Dafne et al. · archived
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Validation of the European visual field standards for driving: A driving simulator‐based study ↗ · 2024 · Sudmann, Thea Melsen et al. · indexed
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Over-speeding trend across self-reported driving aberrant behaviors: A simulator study · 2022 · Grasso, Alice et al. · archived
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Gap-acceptance behavior at roundabouts: validation of a driving simulator environment using field observations · 2020 · Rossi, Riccardo et al. · archived
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Behavior Evaluation Based on Electroencephalograph and Personality in a Simulated Driving Experiment · 2019 · Ding, Changhao et al. · archived
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Evaluation of Older Driver Fitness-to-Drive Metrics and Driving Risk Using Naturalistic Driving Study Data · 2014 · Guo, Feng et al. · archived
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Predicting Motion Incongruence Ratings in Closed-and Open-Loop Urban Driving Simulation ↗ · 2023 · Kolff, Maurice et al. · indexed
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Advantages of training with an adaptive driving device on a driving simulator compared to training only on the road ↗ · 2019 · Couture, Mélanie et al. · indexed
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Experience and Skill Predict Failure to Brake Errors: Further Validation of the Simulated Driving Assessment ↗ · 2014 · Winston, Flaura et al. · indexed
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The Induction and Detection Method of Angry Driving: Evidences from EEG and Physiological Signals · 2018 · Yan, Lixin et al. · archived
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CURRENT PRACTICES OF DRIVING REHABILITATION SPECIALISTS: IS FITNESS TO DRIVE EVALUATIONS USING THE BEST EVIDENCE? ↗ · 2024 · Dickerson, Anne · indexed
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The development of a driving simulator for driver’s response during obstacle avoidance task ↗ · 2024 · Ismail, Nursya Mimie Ayuny et al. · indexed
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Evaluation of Driver's Pre-Driving Skill on a Driving Simulator Using the Intelligent Dynamic Event Classifier (IDEA) Approach ↗ · 2012 · Saad, Mohamad Hanif Md et al. · indexed
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Investigating the Feasibility of Vehicle Telemetry Data as a Means of Predicting Driver Workload · 2017 · Taylor, Phillip et al. · archived
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Evaluating the Effect of Fatigue on Driver’s Performance · 2024 · Jirgl, Miroslav et al. · archived
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Electrogastrogram-Derived Features for Automated Sickness Detection in Driving Simulator · 2022 · Jakus, Grega et al. · archived
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A virtual reality simulator for truck driver training: evaluation of usability, presence, and sickness ↗ · 2026 · Paulauskas, Lukas et al. · indexed
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Internal Consistency Reliability and Construct Validity of the Safety Questionnaire for Ride-Hailing Car ↗ · 2023 · Daud, Mohd Shazwan et al. · indexed
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Examination of Realism in a High-Fidelity Tractor Driving Simulator ↗ · 2020 · Faust, Kayla et al. · indexed
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The Relationship between Real-Time EEG Engagement, Distraction and Workload Estimates and Simulator-Based Driving Performance · 2013 · Marcotte, Thomas D et al. · archived
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Improvement of Driver Emergency Response Ability Using DirectX-Based Simulator ↗ · 2012 · Chen, Ying et al. · indexed
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Motorcycle simulator subjective and objective validation for low speed maneuvering · 2023 · Grottoli, Marco et al. · archived
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Predicting Reduced Driver Alertness on Monotonous Highways · 2015 · Larue, Gregoire S. et al. · archived
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Exploring Physiological Markers of Driver Workload in Response to Road Geometry: A Preliminary Investigation ↗ · 2025 · Bosurgi, Gaetano et al. · indexed
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Testing a Commercial BCI Device for In-Vehicle Interfaces Evaluation ↗ · 2017 · Louveton, Nicolas et al. · indexed
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The effect of navigation modalities on driver performance, workload and user experience: a simulator study · 2026 · Norell, Marius Brudvik et al. · archived
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An on-road assessment of the impact of cognitive workload on physiological arousal in young adult drivers · 2009 · Reimer, Bryan et al. · archived
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An Ultra-Low-Cost Moving-Base Driving Simulator · 2001 · Sheridan, Thomas B. et al. · archived
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Tracking drivers’ minds: Continuous evaluation of mental load and cognitive processing in a realistic driving simulator scenario by means of the EEG · 2023 · Wascher, Edmund et al. · archived
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Individualized stress detection using an unmodified car steering wheel · 2021 · Balters, Stephanie et al. · archived
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Psychometric properties of the Attitudes and Beliefs about Sleepy Driving Scale in Chinese drivers and its relationships with driving behaviours ↗ · 2022 · Zhao, Chunyue et al. · indexed
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Convergent Validity of Leon Steiner's Measure of Driving Phobia ↗ · 2020 · Steiner, Leon et al. · indexed
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An Initial Study of Current Malaysian Occupational Therapy Off-road Driving Assessments ↗ · 2023 · Occupational Therapy Programme, Center for Rehabilitation & Special Needs (iCaRehab), Faculty of Health Sciences, Universiti Kebangsaan Malaysia, 50300 Kuala Lumpur, Malaysia. · indexed
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Using a Driving Simulator to Create a Visual Search Test for Drivers with Parkinson's Disease ↗ · 2019 · Devos, Hannes et al. · indexed
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Twelve Practical and Useful Questions About Driving Simulation ↗ · 2011 · Caird, Jeff K. et al. · indexed
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Assessing Drivers’ Vigilance State During Monotonous Driving · 2007 · Schmidt, Eike A et al. · archived
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A comparative assessment of subjective experience in simulator and on-road driving under normal and time pressure driving conditions ↗ · 2022 · Pawar, Nishant Mukund et al. · indexed
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A Neuroergonomic Approach Fostered by Wearable EEG for the Multimodal Assessment of Drivers Trainees · 2023 · Di Flumeri, Gianluca et al. · archived
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Exploring the Influence of Driving Context on Lateral Driving Style Preferences: A Simulator-Based Study · 2025 · Haselberger, Johann et al. · archived
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Self-Perception Versus Objective Driving Behavior: Subject Study of Lateral Vehicle Guidance · 2024 · Haselberger, Johann et al. · archived
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87 Virtual Driving Relates to Real-World Risky Driving ↗ · 2023 · Devlin, Kathryn N et al. · indexed
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Evaluation of Vehicle Ride Height Adjustments Using a Driving Simulator ↗ · 2020 · Sadraei, Ehsan et al. · indexed
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146 Self-report measures of alcohol-impaired driving: a systematic review ↗ · 2022 · Bushover, Brady et al. · indexed
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Structural equation model analysis for the evaluation of overall driving performance: A driving simulator study focusing on driver distraction ↗ · 2018 · Papantoniou, Panagiotis · indexed
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Automatic detection of mind wandering in a simulated driving task with behavioral measures · 2018 · Zhang, Yuyu et al. · archived
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Psychosocial Work Factors, Job Stress and Strain at the Wheel: Validation of the Copenhagen Psychosocial Questionnaire (COPSOQ) in Professional Drivers · 2019 · Useche, Sergio A. et al. · archived
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A Noninvasive System for Evaluating Driver Vigilance Level Examining Both Physiological and Mechanical Data ↗ · 2009 · Giusti, A. et al. · indexed
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A New Approach for a Real-Time Non-Invasive Fatigue Assessment System for Automated Driving ↗ · 2018 · Feldhütter, Anna et al. · indexed
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Drivers Awareness Evaluation using Physiological Measurement in a Driving Simulator ↗ · 2019 · Koohestani, Afsaneh et al. · indexed
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Examining Equivalency of the Driver Risk Inventory Test Versions ↗ · 2015 · Degiorgio, Lisa · indexed
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Texting While Driving: A Literature Review on Driving Simulator Studies ↗ · 2023 · Voinea, Gheorghe-Daniel et al. · indexed
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Empirical Evaluation of Hazard Anticipation Behaviors in the Field and on Driving Simulator Using Eye Tracker ↗ · 2007 · Fisher, Donald L. et al. · indexed
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Sensitivity of Detection Response Task (DRT) to the Driving Demand and Task Difficulty · 2013 · Bruyas, Marie-Pierre et al. · archived
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Daytime driving simulation performance and sleepiness in obstructive sleep apnoea patients ↗ · 2007 · Pizza, Fabio et al. · indexed
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Validation of the F-DBQ: A short (and accurate) risky driving behavior questionnaire for long-haul professional drivers ↗ · 2021 · Useche, Sergio A. et al. · indexed
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Evaluating Mental Load During Realistic Driving Simulations by Means of Round the Ear Electrodes ↗ · 2019 · Wascher, Edmund et al. · indexed
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Subjective Evaluation on Human-Machine-Environment System of Automotive Driving Simulation Experiment Platform ↗ · 2011 · Yuan, Quan et al. · indexed
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The Design and Integration of a Comprehensive Measurement System to Assess Trust in Automated Driving ↗ · 2021 · Madison, Anna et al. · indexed
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A Multi-Sensory Cybernetic Driver Model of Stopping Behavior: Comparing Reality Against Simulators with Different Cue-Rendering Fidelities ↗ · 2016 · Boer, Erwin R. · indexed
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Using Sensitivity and Bias in Signal Detection Theory to Predict Proportion Correctness: Simulation Study · 2023 · Huang, Chunxi et al. · archived
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Stress influence on real-world driving identified by monitoring heart rate variability and morphologic variability of electrocardiogram signals: the case of intercity roads ↗ · 2024 · Rostamzadeh, Sajjad et al. · indexed
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Performance Prediction Model on Driving Train Simulator Based on Alertness and Sleepiness Level Result · 2021 · Ayu Pramiarsih et al. · archived
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On the Objective Evaluation of Motion Cueing in Vehicle Simulations ↗ · 2021 · Casas-Yrurzum, Sergio et al. · indexed
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Analyzing Gaze Data During Rest Time/Driving Simulator Operation Using Machine Learning · 2022 · Fujikake, Kazuhiro et al. · archived
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Emotion induction strategies in driving simulator for validated experiments · 2021 · Nobari, Khazar Dargahi et al. · archived
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Pupillometry in Driver Workload Assessment: Opportunities and Challenges ↗ · 2025 · Bosurgi, Gaetano et al. · indexed
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Estimating cognitive load using remote eye tracking in a driving simulator ↗ · 2010 · Palinko, Oskar et al. · indexed
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A Review of Scenario Similarity Measures for Validation of Highly Automated Driving ↗ · 2023 · Braun, Thilo et al. · indexed
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Heart Rate Variability for Driver Sleepiness Classification in Real Road Driving Conditions ↗ · 2019 · Persson, Anna et al. · indexed
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Mobile phone conversation distraction: Understanding differences in impact between simulator and naturalistic driving studies ↗ · 2019 · Wijayaratna, Kasun P. et al. · indexed
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Exploring Predictors of Older Adults' Performance on a Novel Driving Simulator Task ↗ · 2022 · Bernstein, John · indexed
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Comprehensive Evaluation of Eco-Driving Behavior under Three Road Conditions Based on Driving Simulator ↗ · 2019 · Liu, Chang et al. · indexed
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Driver Behaviors at Level Crossings from Fixed and Moving Driving Simulators · 2018 · Kim, Inhi et al. · archived
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Enhancing road safety: In-vehicle sensor analysis of cognitive impairment in older drivers · 2024 · Jan, Muhammad Tanveer et al. · archived
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Driving-PASS: A Driving Performance Assessment System for Stroke Drivers Using Deep Features · 2021 · Jeon, Sanghoon et al. · archived
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Driving behavior in simulator and on-road assessments in brain injury and stroke: a scoping review ↗ · 2026 · Kubota, Junpei et al. · indexed
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Validation of lane-changing behaviour in a weaving section using a driving simulator experiment ↗ · 2025 · Mao, Suyi et al. · indexed
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Development of an EEG Headband for Stress Measurement on Driving Simulators · 2022 · Affanni, Antonio et al. · archived
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Driving simulator performance of Veterans from the Iraq and Afghanistan wars · 2013 · Amick, Melissa M. et al. · archived
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Driver State and Behavior Detection Through Smart Wearables · 2021 · Tavakoli, Arash et al. · archived
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Using the ISO detection response task to measure the cognitive load of driving four separate vehicles on two distinct highways · 2024 · Biondi, FN et al. · archived
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Test-Retest Reliability of Immersive Virtual Reality Measures of Perceptual-Motor Performance ↗ · 2023 · Wilkerson, Gary B. et al. · indexed
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Ascertainment of On-Road Safety Errors Based on Video Review · 2009 · Dawson, Jeffrey D et al. · archived
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Heart rate dynamics for cognitive load estimation in a driving simulation task · 2024 · Arutyunova, Karina Rollandovna et al. · archived
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Toward Measurement of Situation Awareness in Autonomous Vehicles ↗ · 2017 · Sirkin, David et al. · indexed
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Exploring the Predictive Ability of the Motor-Free Visual Perception Test (MVPT) and Trail Making Test (TMT) for On-Road Driving Performance ↗ · 2020 · Holowaychuk, Ana et al. · indexed
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Simulation-based driver and vehicle crew training: Applications, efficacy and future directions ↗ · 2013 · Goode, Natassia et al. · indexed
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Validating Simulation Environments for Automated Driving Systems Using 3D Object Comparison Metric · 2022 · Wallace, Albert et al. · archived
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Evaluation of the sensitivity ocular and performance indicators for driver fatigue assessment in a driving simulator ↗ · 2026 · Didin, Fatin Saffanah et al. · indexed
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Criticality Metrics for Automated Driving: A Review and Suitability Analysis of the State of the Art · 2022 · Westhofen, Lukas et al. · archived
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Validation of the Attention-Related Driving Errors Scale (ARDES) in an English-Speaking Sample ↗ · 2016 · Barragán, Daniela et al. · indexed
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A COMPREHENSIVE MICROSCOPIC AUTONOMOUS DRIVER MODEL FOR USE IN HIGH- FIDELITY DRIVING SIMULATION ENVIRONMENTS ↗ · 2001 · Papelis, Yiannis et al. · indexed
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Study on Construction of Driving Simulator for Personal Mobility Vehicle · 2018 · NANJO, Genki et al. · archived
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Driver Cognitive Distraction Detection Using Driving Performance Measures ↗ · 2012 · Jin, Lisheng et al. · indexed
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Effect of Driving Simulation Parameters Related to Ego-Motion on Speed Perception ↗ · 2011 · Durkee, Shaun Michael. et al. · indexed
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Analysis of Driver Behaviour Towards Road Safety Measures Using Driver Behaviour Questionnaire ↗ · 2022 · B, Haritha et al. · indexed
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On-Road Detection of Driver Fatigue and Drowsiness during Medium-Distance Journeys ↗ · 2021 · Salvati, Luca et al. · indexed
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Human Driver Performance Assessment based on HiLCPS Concept ↗ · 2022 · Jirgl, Miroslav et al. · indexed
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Prospective Validation of a Screening Tool to Identify Older Adults in Need of a Driving Evaluation · 2017 · Betz, Marian E. et al. · archived
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Field Deployment to Quantify the Value of Real-Time Information by Integrating Driver Routing Decisions and Route Assignment Strategies · 2014 · Song, Dongyoon et al. · archived
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Drivers’ Psychomotor Reaction Times Tested with a Test Station Method ↗ · 2021 · Szydłowski, Tomasz et al. · indexed
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What Researchers Need from Driving Simulator Systems: A Thematic Analysis of Expert Interviews ↗ · 2025 · Li, Stacey et al. · indexed
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Synthesis Study on Employing Snowplow Driving Simulators in Training · 2023 · Debs, Luciana et al. · archived
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Review of Studies on Older Drivers’ Behavior and Stress—Methods, Results, and Outlook ↗ · 2021 · Zhao, Yanning et al. · indexed
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Using standards to improve the replicability and applicability of driver interface research ↗ · 2012 · Green, Paul · indexed
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An Investigation of Measuring Driver Anger with Electromyography ↗ · 2019 · Saikalis, Christopher et al. · indexed
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An Initial Assessment of the Significance of Task Pacing on Self-Report and Physiological Measures of Workload While Driving ↗ · 2013 · Mehler, Bruce et al. · indexed
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Reducing Driving Risk Factors in Adolescents with Attention Deficit Hyperactivity Disorder (ADHD): Insights from EEG and Eye-Tracking Analysis ↗ · 2024 · Keren, Anat et al. · indexed
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Lessons Learned: Gastric Motility Assessment During Driving Simulation ↗ · 2019 · Popović, Nenad B. et al. · indexed
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Investigating established EEG parameter during real-world driving · 2018 · Protzak, Janna et al. · archived
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Classification of Drivers' Workload Using Physiological Signals in Conditional Automation · 2021 · Meteier, Quentin et al. · archived
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Combining Driving Performance Information in an Index Score ↗ · 2014 · Babaee, Seddigheh et al. · indexed
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Development of a Chinese Motorcycle Rider Driving Violation Questionnaire ↗ · 2010 · Cheng, Andy Shu-Kei et al. · indexed
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Portobello: Extending Driving Simulation from the Lab to the Road ↗ · 2024 · Bu, Fanjun et al. · indexed
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Determining Older Adults' Fitness-to-Drive: Comparing the Standard On-road Driving Evaluation and the Naturalistic Driving Observation ↗ · 2018 · Chen, Yu-Ting et al. · indexed
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A Study on the Development of Driver Behavior Simulation Dummy for the Performance Evaluation of Driver Monitoring System ↗ · 2024 · Yae, Jin Hae et al. · indexed
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Capturing the Mind: Non-Driving-Related Tasks as a Window into Cognitive Engagement in Automated Driving ↗ · 2024 · Bai, Xiaolu et al. · indexed
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Designing an advanced early warning system to detect drivers’ distraction and drowsiness – A pilot study ↗ · 2026 · Boujenfa, Sabrina et al. · indexed
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Personalized Classification of Scenario-Derived Operational Driver-State Classes from Non-Intrusive Wearable Signals in Real-World SAE Level 2 Automated Driving ↗ · 2026 · Fernandez-Matellan, Raul et al. · indexed
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Using Smartbands, Pupillometry and Body Motion to Detect Discomfort in Automated Driving · 2018 · Beggiato, Matthias 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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Driver Training for Shared Autonomy Systems Using Mixed Reality · 2025 · Mangharam, Rahul et al. · archived
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Probability of Detection (POD)-based Metric for Evaluation of Classifiers Used in Driving Behavior Prediction · 2019 · Ameyaw, Daniel Adofo et al. · archived
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A pilot evaluation of using large movement driving simulator experiments to study driver behaviour influence on active safety systems for commercial heavy vehicles ↗ · 2009 · Dela, Nicolas et al. · indexed
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Challenges of Driver Drowsiness Prediction: The Remaining Steps to Implementation ↗ · 2023 · Perkins, Emma et al. · indexed
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What makes a ready driver? A deep dive into the measurement and validation of readiness estimation for driver monitoring systems of partially automated (SAE level 2) vehicles ↗ · 2025 · Gonçalves, Rafael Cirino et al. · indexed
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Design of Simulator Scenarios to Study Effectiveness of Electronic Stability Control Systems ↗ · 2006 · Watson, Ginger et al. · indexed
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Statistical Consideration of the Representativeness of Open Road Tests for the Validation of Automated Driving Systems ↗ · 2023 · Langner, Jacob et al. · indexed
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An Exploratory Study: Performance Differences Between Novice Teen and Senior Drivers Using Interactive Exercises on a Driving Simulator ↗ · 2025 · Brooks, Johnell O. et al. · indexed
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Assessing Fitness to Drive: an IoT-Based System Integrating Driver Emotions and Visual Distraction Metrics ↗ · 2025 · Rettori, Lucrezia et al. · indexed
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DRIVERS’ READINESS TO USE CAR DRIVING SIMULATOR AS A TOOL TO IMPROVE DRIVING SKILL: A PRELIMINARY STUDY ↗ · 2016 · Ismail, Rozmi et al. · indexed
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Development of an Integrated Augmented Reality Testing Environment and Implementation at the American Center for Mobility · 2023 · Liu, Henry · archived
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An Intelligent Chinese Driver Road Performance Assessment Model (RPAM) for Future Licensing Examinations ↗ · 2023 · Gong, Jianguo et al. · indexed
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Older Adults with Mild Cognitive Impairments Show Less Driving Errors after a Multiple Sessions Simulator Training Program but Do Not Exhibit Long Term Retention · 2016 · Teasdale, Normand et al. · archived
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Measurement invariance of the Driver Behavior Questionnaire across samples of young drivers from Finland and Ireland ↗ · 2015 · Mattsson, Markus et al. · indexed
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Validation of an EEG-based Neurometric for online monitoring and detection of mental drowsiness while driving ↗ · 2022 · Ronca, Vincenzo et al. · indexed
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Comparing Wayfinding On Road and in the Driving Simulator: Does GPS Improve or Impair Driving Performance? ↗ · 2016 · Cochran, Lauren et al. · indexed
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Driver emotion recognition framework based on electrodermal activity measurements during simulated driving conditions · 2016 · Ooi, Jonathan Shi Khai et al. · archived
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Trajectory Investigation for Enhanced Calibration of Microsimulation Models · 2021 · Hale, David K. et al. · archived
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Assessing and Improving the Cognitive and Visual Driving Fitness of CDL Drivers · 2024 · Bhattacharya, Shelley B. et al. · archived
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Evaluating Mental State of Drivers in Automated Driving Using Heart Rate Variability towards Feasible Request-to-Intervene ↗ · 2020 · Garcia, Felan Carlo et al. · indexed
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Effects of Alzheimer's disease and mild cognitive impairment on driving ability: a controlled clinical study by simulated driving test ↗ · 2008 · Frittelli, Cristina et al. · indexed
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Driving Efficacy of Elderly Drivers by Driving Situation according to the Level of Anxiety: A Perspective on the Need for Specialized Mental Health Driving Rehabilitation Services ↗ · 2025 · Korean Academy of Mental Health in Occupational Therapy et al. · indexed
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Driving simulator using virtual reality tools combining sound, vision, vibration, and motion ↗ · 2024 · Gil-Carvajal, Juan Camilo et al. · indexed
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Virtual Reality for Autonomous Vehicles: A Review of Safety, Training, and Human–Machine Interaction ↗ · 2025 · Aldoski, Ziyad N. · indexed
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Micro scenarios – A Theory-based Intervention to Alleviate Simulator Sickness for Older Drivers in Driving Simulators · 2022 · Sun, Chongren et al. · archived
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Investigating Driving Styles: A Validation Study of Multidimensional Driving Styles with British and Chinese Drivers ↗ · 2021 · Sun, Xu et al. · indexed
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Yet Another Driving Simulator OpenROUTS3D: The Driving Simulator for Teleoperated Driving ↗ · 2019 · Neumeier, Stefan et al. · indexed
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Nonvestibular Motion Cueing in a Fixed-Base Driving Simulator: Effects on Driver Braking and Cornering Performance ↗ · 2011 · de Groot, S. et al. · indexed
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Effect of Simulator Training on Driving After Stroke: A Randomized Controlled Trial ↗ · 2005 · Akinwuntan, Abiodun Emmanuel et al. · indexed
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Driving Performance and Preferences for Motion Cueing Algorithms of Amateurs and Professional Racing Drivers ↗ · 2026 · Schwarzhuber, Thomas et al. · indexed
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The Development of a Cognitive Skills Training to Support Driver Education: Experimental Validation of Theoretical Underpinnings ↗ · 2011 · Petzoldt, Tibor et al. · indexed
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Examining driver performance in response to work zone interventions in a driving simulator · 2018 · Reyes, Michelle Lynn · archived
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Developing and Testing Operational Definitions for Functional and Higher Order Driving Instruction ↗ · 2015 · Eshani, Johnathan et al. · indexed
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Mental Stress Evaluation of Car Driver in Different Road Complexity Using Heart Rate Variability (HRV) Analysis ↗ · 2018 · Sugiono, Sugiono et al. · indexed
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Evaluation of On-Site Oral Fluid Drug Screening Technology · 2021 · Buzby, David et al. · archived
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High Cognitive Load Assessment in Drivers Through Wireless Electroencephalography and the Validation of a Modified <i>N</i>-Back Task ↗ · 2019 · He, Dengbo et al. · indexed
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A Survey on State-of-the-Art Drowsiness Detection Techniques · 2019 · Ramzan, Muhammad et al. · archived
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Automated Driver Health Monitoring System in Automobile Industry Using WOA-DBN Using ECG Waveform ↗ · 2024 · Arif, M. K. et al. · indexed
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Psychometrics of the AAN Caregiver Driving Safety Questionnaire and contributors to caregiver concern about driving safety in older adults ↗ · 2018 · Carvalho, Janessa O. et al. · indexed
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Drowsiness discrimination in an overnight driving simulation on the basis of RR and QT intervals ↗ · 2017 · Heinze, Christian et al. · indexed
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Synchronization and Feedback Loop Integration of a Non-real Time Microscopic Traffic Simulation with a Real-time Driving Simulator using Model-Based Prediction ↗ · 2021 · Maddipatla, Satya Prasad et al. · indexed
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Study on the Effect of Man-Machine Response Mode to Relieve Driving Fatigue Based on EEG and EOG ↗ · 2019 · Wang, Fuwang et al. · indexed
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Physiological Measurements for Real-Time Fatigue Monitoring in Train Drivers: Review of the State of the Art and Reframing the Problem ↗ · 2021 · Bjegojević, Bojana et al. · indexed
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A Systematic Review and Meta-Analysis of Direct Objective Measures of Situation Awareness: A Comparison of SAGAT and SPAM ↗ · 2019 · Endsley, Mica R. · indexed
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Study on the Influence of Driving Simulator S3D Visual Display on Distance Judgment Accuracy and User Experience in Following Task ↗ · 2021 · Zhiqiang, Zhang et al. · indexed
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Infrastructure Pavement Assessment & Management Applications Enabled by the Connected Vehicles Environment - Proof-of-Concept · 2015 · Katicha, Samer et al. · archived
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A Simulator Study on the Driver Failure and Traffic Conflict in Lane Change Situation on 2+1 Road ↗ · 2024 · Hong, Sara et al. · indexed
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Current status and challenges in electroencephalography (EEG)-based driver fatigue detection: a comprehensive survey ↗ · 2025 · Hassan, Jahid et al. · indexed
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The PennSTART Safety Standards Project: Current Safety Standards and Test Track Designs for Connected and Autonomous Vehicles · 2024 · Jiang, Elaine et al. · archived
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Examining Measures of Mental Workload Across Cognitive- and Sensory-Based Vigilance Tasks ↗ · 2016 · Fraulini, Nicholas W. et al. · indexed
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Mood and simulator sickness after truck simulator exposure ↗ · 2014 · Biernacki, Marcin et al. · indexed
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Individuals with severe visual field loss from stroke and glaucoma could have on‐road driving safety comparable to normally sighted drivers ↗ · 2025 · Bro, Tomas et al. · indexed
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Virtual subjective and objective evaluation method of traffic jam assist ↗ · 2022 · Guan, Xin et al. · indexed
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Biosignal Analysis to Assess Mental Stress in Automatic Driving of Trucks: Palmar Perspiration and Masseter Electromyography ↗ · 2015 · Zheng, Rencheng et al. · indexed
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Defining accuracy benchmarks for freeway traffic simulations in support of highway operations and planning ↗ · 2025 · Ayodeji Ajidahun et al. · indexed
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Assessing the Perceived Safety of Cyclists with Virtual Reality · 2025 · Balali, Vahid · archived
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Pilot Application of Biometric-Based Vehicle Occupancy Detection on Managed Lanes for Congestion Reduction · 2025 · Hendricks, Sara J. et al. · archived
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Drowsiness Classification for Internal Driving Situation Awareness on Mobile Platform · 2021 · Nine, Julkar et al. · archived
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Three Indirect Tasks Assessing Implicit Threat Associations and Behavioral Response Tendencies ↗ · 2010 · Reinecke, Andrea et al. · indexed
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Estimating driving performance based on EEG spectrum and fuzzy neural network ↗ · 2005 · Ruei-Cheng Wu et al. · indexed
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Optimized driver fatigue detection method using multimodal neural networks · 2025 · Cao, Shengli et al. · archived
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An Adaptive Fatigue Driving Detection Method Based on BP-SVM ↗ · 2023 · Guo, Haofei et al. · indexed
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Multimodal Estimation of Frustrative Driving Situations Using a Latent Variable Model ↗ · 2022 · Bosch, Esther et al. · indexed
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Evaluation of Roundabout Safety Performance through Surrogate Safety Measures from Microsimulation · 2018 · Giuffrè, Orazio et al. · archived
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“Is it time to stop driving?”: A randomized clinical trial of an online decision aid for older drivers · 2022 · Betz, Marian E. et al. · archived
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Smartwatch-Based Driver Vigilance Indicator With Kernel-Fuzzy-C-Means-Wavelet Method ↗ · 2016 · Lee, Boon Giin et al. · indexed
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Test-Retest Reliability of a Visual-Cognitive Technology (BlazePod™) to Measure Response Time ↗ · 2021 · de-Oliveira, Levy A. et al. · indexed
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Longitudinal Driving Performance in Early‐Stage Dementia of the Alzheimer Type ↗ · 2003 · Duchek, Janet M. et al. · indexed
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Functional Fidelity, Context-Matching, and Individual Differences in Performance ↗ · 2010 · Matthews, Gerald et al. · indexed
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Comparing the Effect of Airflow Direction on Simulator Sickness and User Comfort in a High-Fidelity Driving Simulator · 2022 · Igoshina, Elizaveta et al. · archived
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Why Do People Get Angry While Driving? The Qualitative Study for Establishing A New Questionnaire ↗ · 2018 · Abbas, Nadeem · indexed
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Development of a curriculum and roadside screening tool for Law enforcement identification of medical impairment in aging drivers · 2016 · Hill, Linda et al. · archived
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Standardization of psychomotor vigilance testing methods and reporting ↗ · 2021 · Basner, Mathias et al. · indexed
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The highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories on German Highways for Validation of Highly Automated Driving Systems · 2018 · Krajewski, Robert et al. · archived
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SE-Driven Dynamic Convolution for Adaptive EEG-Based Driver Fatigue Detection Across Spectral, Spatial, and Temporal Domains ↗ · 2026 · Zhou, Tianle et al. · indexed
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Development of a Field-Deployable Psychomotor Vigilance Test to Monitor Helicopter Pilot Performance ↗ · 2016 · McMahon, Terry W. et al. · indexed
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Test-track and On-road studies: Methodological Insights on the Assessment of Carsickness and its Modulating Factors ↗ · 2026 · Pham Xuan, Rebecca et al. · indexed
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An Analysis of Driving Performance Measures Used to Assess the Effects of Medications on Drowsiness, Sedation and Driving Impairment ↗ · 2001 · Watson, Ginger S et al. · indexed
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Near Peripheral Motion Contrast Threshold Predicts Older Drivers' Driving Simulator Performance ↗ · 2009 · Henderson, Steven et al. · indexed
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r-principal subspace for driver cognitive state classification ↗ · 2015 · Almahasneh, Hossam et al. · indexed
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Driver fatigue and drowsiness monitoring system with embedded electrocardiogram sensor on steering wheel ↗ · 2014 · Jung, Sang‐Joong et al. · indexed
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Modes of Automated Driving System Scenario Testing: Experience Report and Recommendations ↗ · 2020 · Antkiewicz, Michał et al. · indexed
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An Analysis of EEG Changes during Prolonged Simulated Driving for the Assessment of Driver Fatigue · 2019 · Zuraida, Rida et al. · archived
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Evaluating Driver Pedestrian Interactions Under Uncertainty:A Driving Simulator Study ↗ · 2026 · Sekeran, Maya et al. · indexed
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Analysis of Driver Aggression’s Effects on Safety-Related Microscopic Traffic Behaviors Using Driving Simulator and Surrogate Measures ↗ · 2024 · Hong, Dawei (David) et al. · indexed
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Commercial vehicle sensors: Awareness and impact of automated driver assistedfeatures on customers ↗ · 2021 · Kumar, Senthil et al. · indexed
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Driving Simulator Performance Remains Impaired In Patients With Severe OSA after CPAP Treatment · 2011 · Vakulin, Andrew et al. · archived
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Identifying compensatory driving behavior among older adults using the situational avoidance questionnaire ↗ · 2017 · Davis, Jessica J. et al. · indexed
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Real-Time Driver Fatigue Detection for Enhanced Road Safety · 2025 · Sujathakumari B A et al. · archived
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Process for the Validation of Using Synthetic Driving Cycles Based on Naturalistic Driving Data Sets ↗ · 2020 · Esser, Arved et al. · indexed
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Psychometric properties of conflict monitoring and conflict adaptation indices: Response time and conflict <scp>N</scp>2 event‐related potentials ↗ · 2013 · Clayson, Peter E. et al. · indexed
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State of Knowledge of Drug-Impaired Driving · 2003 · Jones, R. K. (Ralph K.) et al. · archived
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Real-time and Efficient EEG Based Driver Drowsiness Detection System with VANET for Safe Driving · 2023 · Mohammedi, Mohamed et al. · archived
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Driver Performance Approaching and Departing Curves: Driving Simulator Study ↗ · 2013 · Bella, Francesco · indexed
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Validation of a Driver Recovery Model Using Real-World Road Departure Cases ↗ · 2013 · Daniello, Allison et al. · indexed
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Characterize Older Driver Behavior for Traffic Simulation and Vehicle Emission Model · 2012 · Aultman-Hall, Lisa et al. · archived
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An Adaptive-Duration Version of the PVT Accurately Tracks Changes in Psychomotor Vigilance Induced by Sleep Restriction ↗ · 2012 · Basner, Mathias et al. · indexed
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Sample-Entropy-Based Method for Real Driving Fatigue Detection with Multichannel Electroencephalogram ↗ · 2021 · Zhang, Tao et al. · indexed
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Real-Time ECG-Based Detection of Fatigue Driving Using Sample Entropy ↗ · 2018 · Wang, Fuwang et al. · indexed
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Automatic Detection of Driver Fatigue Using Driving Operation Information for Transportation Safety ↗ · 2017 · Li, Zuojin et al. · indexed
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Traffic Data Evaluation for Automated Driving Handover Scenarios ↗ · 2023 · Rykova, Eugenia et al. · indexed
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Scenario-based Parameter Boundary Reduction Approach for Highly Automated Driving Vehicles · 2023 · Khatun, Marzana et al. · archived
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Regression-Based Continuous Driving Fatigue Estimation: Toward Practical Implementation ↗ · 2020 · Bose, Rohit et al. · indexed
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Tell Them How They Did: Feedback on Operator Performance Helps Calibrate Perceived Ease of Use in Automated Driving ↗ · 2019 · Forster, Yannick et al. · indexed
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EEG Analysis for Cognitive Failure Detection in Driving Using Type-2 Fuzzy Classifiers · 2017 · Saha, Anuradha et al. · archived
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Augmented Information in the Driving Environment: Increasing Pedestrian Safety with Augmented Reality Indicators for Older Adult Drivers in Maine · 2025 · Brown, Justin R. et al. · archived
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An LSTM Network With Neural Plasticity for Driver Fatigue Recognition on Real Roads ↗ · 2025 · Li, Zuojin et al. · indexed
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Enhancing Driver Fatigue Monitoring: A Hybrid Human–Machine Intelligence Framework with Adaptive Real-time Feedback ↗ · 2025 · Zhu, Tianjun et al. · indexed
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