cognitive
Cognitive distraction: the mind drawn off driving by a concurrent mental activity — hands-free phone conversation, talking, mind-wandering — producing inattention blindness and gaze concentration with eyes still forward. Mental-engagement distraction, NOT the general cognitive load of driving itself (mental_demand).
Relevant standards
- ISO 17488:2016 — Road vehicles — Transport information and control systems — Detection-response task (DRT) for assessing attentional effects of cognitive load in driving
- ISO/TS 14198:2019 — Road vehicles — Ergonomic aspects of transport information and control systems — Calibration tasks for methods which assess driver demand due to the use of in-vehicle systems
Also in Driver Distraction
- visual1808
- temporal1306
- manual1194
- mind wandering878
- external distraction877
- visual manual836
- auditory821
Related elsewhere in the corpus
Topics that co-occur with this one far more than chance predicts — these sit in other categories, so the hierarchy would not have shown them to you.
Narrow by how the study was done
Counts are papers in this topic that declare the facet — these facets are sparsely declared, so a small number means few papers said, not few papers did. All facets.
Instruments & Measures
287 of 753 declare it
753 paper(s) · ranked by relevance to this topic
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Identifying Mind-wandering behind the Wheel · 2009 · He, Jibo et al. · archived
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Cognitive Distraction: Something to Think About · 2013 · AAA Foundation for Traffic Safety · archived
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Analysis of Gaze Behavior to Measure Cognitive Distraction in Real-World Driving ↗ · 2018 · Yang, Shiyan et al. · indexed
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Assessing cognitive distraction in the automobile · 2015 · Strayer, DL et al. · archived
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Measuring cognitive distraction in the automobile · 2013 · Strayer, DL et al. · archived
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Defining Driver Distraction · 2008 · Lee, John et al. · archived
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Cognitive Distraction While Multitasking in the Automobile ↗ · 2011 · Strayer, David L. et al. · indexed
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Cell-Phone–Induced Driver Distraction · 2007 · Strayer, David L. et al. · archived
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Is the Technology in Your Car Driving You to Distraction? · 2015 · Strayer, David L. · archived
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THE IMPACT OF COGNITIVE DISTRACTION ON DRIVER VISUAL BEHAVIOUR AND VEHICLE CONTROL ↗ · 2002 · Harbluk, Joanne L. et al. · indexed
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What do Drivers Fail to See When Conversing on a Cell Phone? ↗ · 2004 · Strayer, David L. et al. · indexed
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The Mind Wandering Phenomenon While Driving: An Exploratory Survey ↗ · 2026 · Butilă, Eugen Valentin et al. · indexed
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Conversation Disrupts Change Detection in Complex Traffic Scenes ↗ · 2004 · McCarley, Jason S. et al. · indexed
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Preventing mind-wandering during driving: Predictions on potential interventions using a cognitive model ↗ · 2024 · Held, Moritz et al. · indexed
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Gaze-Based Indicators of Driver Cognitive Distraction: Effects of Different Traffic Conditions and Adaptive Cruise Control Use · 2025 · Halin, Anaïs et al. · archived
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Cognitive distraction impairs drivers' anticipatory glances: An on-road study · 2015 · Biondi, F et al. · archived
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Mindfulness Predicts Driver Engagement in Distracting Activities · 2018 · Young, Kristie L. et al. · archived
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The prevalence of cognitive disengagement in automobile crashes ↗ · 2019 · Wotring, Brian et al. · indexed
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Preventing mind-wandering during driving: Predictions on potential interventions using a cognitive model ↗ · 2023 · Held, Moritz et al. · indexed
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Cognitive Distraction While Driving: A Critical Review of Definitions and Prevalence in Crashes ↗ · 2012 · Young, Richard · indexed
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Towards Operationalizing Driver Distraction · 2013 · Foley, James P et al. · archived
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Relationship between workload and mind-wandering in simulated driving · 2017 · Zhang, Yuyu et al. · archived
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Driven to Distraction: Dual-Task Studies of Simulated Driving and Conversing on a Cellular Telephone ↗ · 2001 · Strayer, David L. et al. · indexed
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An on-road assessment of cognitive distraction: Impacts on drivers’ visual behavior and braking performance ↗ · 2006 · Harbluk, Joanne L. et al. · indexed
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Impact of Cognitive Distractions on Drivers’ Hazard Anticipation Behavior in Complex Scenarios ↗ · 2019 · Ebadi, Yalda et al. · indexed
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Gaze-Based Indicators of Driver Cognitive Distraction: Effects of Different Traffic Conditions and Adaptive Cruise Control Use ↗ · 2025 · Halin, Anaïs et al. · indexed
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Simulator Study of Involuntary Driver Distraction Under Different Perceptual Loads ↗ · 2017 · Hoekstra-Atwood, Liberty et al. · indexed
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Do Hands-Free Cell Phone Conversation While Driving Increase the Risk of Cognitive Distraction Among Drivers? A Cross-Over Quasi-Experimental Study ↗ · 2018 · Sadeghian, Farideh et al. · indexed
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A Comprehensive Review of Driver’s Attention and the Evaluation Methods · 2021 · Abbasi, Elahe et al. · archived
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Evaluation of Strategies for Integrated Classification of Visual-Manual and Cognitive Distractions in Driving · 2016 · Zhang, Yu et al. · archived
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Telephone conversation impairs sustained visual attention via a central bottleneck ↗ · 2008 · Kunar, Melina A. et al. · indexed
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Detecting driver distraction · 2018 · Liang, Yulan · archived
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Heatmap-Based Method for Estimating Drivers' Cognitive Distraction · 2020 · Musabini, Antonyo et al. · archived
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Cell phone-induced failures of visual attention during simulated driving · 2003 · Drews, Frank A. et al. · archived
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Do distinct mind wandering differently disrupt drivers? Interpretation of physiological and behavioral pattern with a data triangulation method ↗ · 2018 · Pepin, Guillaume et al. · indexed
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What do drivers fail to see when conversing on a cell phone? ↗ · 2004 · Strayer, DL et al. · indexed
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Measuring cognitive distraction in the automobile II · 2014 · Strayer, DL et al. · archived
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The Effects of Visual and Cognitive Distraction on Driver Situation Awareness · 2011 · Rogers, Meghan L. et al. · archived
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Driver Distraction: Mechanisms, Evidence, Prevention, and Mitigation · 2023 · Regan, Michael A. et al. · archived
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Temporal Dashboard Gaze Variance (TDGV) Changes for Measuring Cognitive Distraction While Driving ↗ · 2022 · Marx, Cyril et al. · indexed
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Heatmap-Based Method for Estimating Drivers’ Cognitive Distraction ↗ · 2020 · Musabini, Antonyo et al. · indexed
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Drivers have constrained cognitive resources under cognitive and visual distraction: Safety implications for transitions of control from vehicle automation ↗ · 2026 · Gonçalves, Rafael C. et al. · indexed
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Detecting and Quantifying Mind Wandering during Simulated Driving · 2017 · Baldwin, Carryl L. et al. · archived
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Effects of Visual and Cognitive Distraction on Lane Change Test Performance ↗ · 2007 · Engström, Johan et al. · indexed
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Off Task Thinking Types and Performance Decrements During Simulated Automobile Driving ↗ · 2013 · Cowley, Jennifer A. · indexed
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Mental workload while driving: Effects on visual search, discrimination, and decision making. ↗ · 2003 · Recarte, Miguel A. et al. · indexed
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Cell Phone-Induced Perceptual Impairments During Simulated Driving ↗ · 2001 · Strayer, David L et al. · indexed
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Engrossed in conversation: The impact of cell phones on simulated driving performance ↗ · 2005 · Beede, Kristen E. et al. · indexed
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Assessing the Impact of Age on Cognitively Induced Visual Tunneling · 2013 · Reimer, Bryan · archived
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Effects of Cognitive Distraction on Driver's Visual Attention(Mechanical Systems) ↗ · 2010 · ABE, Genya et al. · indexed
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Predictors of Mind-Wandering While Driving · 2017 · Rodd, Heather E K et al. · archived
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Passenger and cell phone conversations in simulated driving. ↗ · 2008 · Strayer, David L. et al. · indexed
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An empirical study to examine sex differences in cognitive distraction among drivers ↗ · 2010 · Azman, Afizan et al. · indexed
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THE INFLUENCE OF DISTRACTORS ON VISUAL ATTENTION AND SAFETY-RELATED BEHAVIORS WHILE DRIVING ↗ · 2025 · ODACHOWSKA-ROGALSKA, Ewa et al. · indexed
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Detection of driver distraction based on temporal relationship between eye-gaze and peripheral vehicle behavior ↗ · 2012 · Hirayama, Takatsugu et al. · indexed
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The Relationship between Driver Distraction and Mental Workload ↗ · 2017 · Schaap, Nina et al. · indexed
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Eye and mouth movements extraction for driver cognitive distraction detection ↗ · 2012 · Azman, Afizan et al. · indexed
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Drivers have Impaired Working Memory under High Cognitive Load and Visual Distraction: Safety Implications for Transitions of Control from Vehicle Automation ↗ · 2026 · Goncalves, Rafael Cirino et al. · indexed
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Driving-related factors affecting mind-wandering behind the wheel: a systematic review ↗ · 2025 · Traficante, Sergio et al. · indexed
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Driving performance is better predicted by unintentional rather than intentional mind-wandering in high density traffic ↗ · 2025 · Walker, Heather E.K. et al. · indexed
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Identifying cognitive distraction using steering wheel reversal rates ↗ · 2016 · Kountouriotis, Georgios K. et al. · indexed
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The Mind-Wandering Phenomenon While Driving: A Systematic Review ↗ · 2025 · Voinea, Gheorghe-Daniel et al. · indexed
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Driving Under Involuntary Distraction and Varied Perceptual Loads ↗ · 2016 · Hoekstra-Atwood, Liberty et al. · indexed
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Impact of mind‐wandering on visual information processing while driving: An electrophysiological study ↗ · 2020 · Pepin, Guillaume et al. · indexed
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The Effects of Visual and Cognitive Distractions on Operational and Tactical Driving Behaviors ↗ · 2013 · Zhang, Yu et al. · indexed
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Mental workLoad Accumulation Effect of Mobile Phone Distraction in L2 Autopilot Mode · 2022 · Zhao, Hongfei et al. · archived
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Comparing Methods of Detecting Mind Wandering While Driving · 2017 · Barragan, Daniela et al. · archived
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The distracted mind on the wheel: Overall propensity to mind wandering is associated with road crash responsibility · 2017 · Cédric Gil‐Jardine et al. · archived
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The effects of cognitive distraction on behavioural, oculomotor and electrophysiological metrics during a driving hazard perception task ↗ · 2020 · Savage, Steven W. et al. · indexed
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Detecting inattentiveness caused by mind-wandering during a driving task: A behavioral study ↗ · 2023 · Yoshida, Kazuki et al. · indexed
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Evaluation of the Effects of Driver Distraction Part 1: Based on Simulator Experiments ↗ · 2018 · Kim, Sung Lae et al. · indexed
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Measuring Cognitive Distraction in the Automobile II: Assessing In-Vehicle Voice-Based Interactive Technologies · 2014 · AAA Foundation for Traffic Safety · archived
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The prevalence of and crash risk associated with primarily cognitive secondary tasks ↗ · 2019 · Dingus, Thomas A. et al. · indexed
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Tracing the physiological response and behavioral performance of drivers at different levels of mental workload using driving simulators ↗ · 2020 · Zokaei, Mojtaba et al. · indexed
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Classification of Driver's Neutral and Cognitive Distraction States Based on Peripheral Vehicle Behavior in Driver's Gaze Transition ↗ · 2016 · Hirayama, Takatsugu et al. · indexed
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The effects of conversation on working memory and situation awareness in simulated driving · 2018 · Heenan, Adam · archived
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Cognitive failure and driving distraction on private car drivers using naturalistic driving study ↗ · 2024 · Al Baihaqi, Hasby et al. · indexed
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The restless mind while driving: drivers’ thoughts behind the wheel ↗ · 2015 · Berthié, Gaëlle et al. · indexed
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Mental workload accumulation effect of mobile phone distraction in L2 autopilot mode · 2022 · Zhao, Hongfei et al. · archived
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The Impact of Mind Wandering on Signal Detection, Semi-autonomous Driving Performance, and Physiological Responses ↗ · 2019 · Huang, Gaojian et al. · indexed
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IMPACTS OF DISTRACTION ON DRIVING: AN ANALYSIS OF PHYSICAL, COGNITIVE, AND EMOTIONAL DISTRACTION ↗ · 2015 · Sterkenburg, Jason · indexed
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The impact of mind wandering on physiological measures in delegated driving · 2025 · Mazeres, Florence et al. · archived
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The effect of driver cognitive abilities and distractions on situation awareness and performance under hazard conditions · 2016 · Kaber, David B. et al. · archived
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On the Philosophical Foundations of the Distracted Driver and Driving Distraction ↗ · 2008 · Hancock, Peter A. et al. · indexed
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On working memory and a productivity illusion in distracted driving. · 2016 · Strayer, David L. et al. · archived
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On the Effects of Listening and Talking to Humans and Devices on Driving ↗ · 2015 · Caird, Jeff K. · indexed
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Driver cognitive distraction detection: Feature estimation and implementation ↗ · 2007 · Kutila, M H et al. · indexed
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What is the difference between perceived and actual risk of distracted driving? A field study on a real highway. · 2020 · Li, Zhen et al. · archived
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Talking on the Phone While Driving: A Literature Review on Driving Simulator Studies ↗ · 2022 · Boboc, Răzvan Gabriel et al. · indexed
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Effects of visual warnings on guiding attention during distracted driving ↗ · 2026 · Chihara, Takanori et al. · indexed
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Metacognition and self‐regulation on the road: A qualitative approach to driver attention and distraction ↗ · 2022 · Love, Steven et al. · indexed
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Effects of Cognitive Load on Driving Performance: The Cognitive Control Hypothesis · 2017 · Engström, Johan et al. · archived
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Conversation Disrupts Visual Scanning of Traffic Scenes ↗ · 2001 · McCarley, Jason S. et al. · indexed
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Visual and Cognitive Demands of a Large Language Model-Powered In-vehicle Conversational Agent · 2026 · Monk, Chris et al. · archived
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SS3: A design of the cognitive process model for a car driver considering quantitatively expressed distraction ↗ · 2014 · Harada, Taku et al. · indexed
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Estimating Attentional State of a Driver: Interacting Effects of Task Demands and Cognitive Capacities ↗ · 2018 · Choe, Seonggyu et al. · indexed
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Cognitive load while driving impairs memory of moving but not stationary elements within the environment. ↗ · 2014 · Blalock, Lisa Durrance et al. · indexed
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Driver Distraction: Eye Glance Analysis and Conversation Workload · 2015 · Hickman, Jeffrey S. et al. · archived
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Multimodal Physiological Assessment of the Task-related Attentional States in a VR Driving Environment ↗ · 2022 · Zhu, Wenchao et al. · indexed
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Talking on a cellular telephone dramatically increases 'sustained inattentional blindness' ↗ · 2010 · Scholl, B. J et al. · indexed
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Mind-Wandering Tends to Occur under Low Perceptual Demands during Driving · 2016 · Lin, Chin-Teng et al. · archived
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Assessing the Ghanaian driver's susceptibility to distraction engagement · 2025 · Sam, Enoch F. · archived
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Driver distraction and inattention in fatal and injury crashes: Findings from in-depth road crash data ↗ · 2019 · Wundersitz, Lisa · indexed
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Effects of Memory Rehearsal on Driver Performance: Experiment and Theoretical Account ↗ · 2008 · Salvucci, Dario D. et al. · indexed
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Effects of Non-Driving Cognitive Activity on Driver's Eye Movement and Their Individual Difference ↗ · 2008 · ITOH, Makoto et al. · indexed
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Distraction prediction based on eye movements and driving performance ↗ · 2025 · Li, Ran et al. · indexed
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Exploratory Analysis of the Effect of Distraction on Driving Behaviour Through a Driving Simulator Experiment · 2017 · Papantoniou, Panagiotis et al. · archived
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Is improved lane keeping during cognitive load caused by increased physical arousal or gaze concentration toward the road center? · 2018 · Li, Penghui et al. · archived
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Driver Distraction: Eye Glance Analysis and Conversation Workload [Research Brief] · 2015 · NHTSA · archived
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Effects of Cognitive Distraction on Checking Traffic Conditions for Changing Lanes ↗ · 2009 · Zhou, Huiping et al. · indexed
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Mind wandering during everyday driving: An on-road study ↗ · 2019 · Burdett, Bridget R.D. et al. · indexed
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Cellular Telephones and Driving Performance: The Effects of Attentional Demands on Motor Vehicle Crash Risk ↗ · 2005 · Hunton, James et al. · indexed
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Not all minds wander equally: The influence of traits, states and road environment factors on self-reported mind wandering during everyday driving ↗ · 2016 · Burdett, Bridget R.D. et al. · indexed
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Brain activity during driving with distraction: an immersive fMRI study ↗ · 2013 · Schweizer, Tom A. et al. · indexed
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Mind wandering and driving: responsibility case-control study · 2012 · Galera, C. et al. · archived
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Impact of Relevance and Distraction on Driving Performance and Visual Attention in a Simulated Driving Environment ↗ · 2013 · Garrison, Teena M. et al. · indexed
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Mind-Wandering and Driving: Comparing Thought Report and Individual Difference Measures · 2019 · Walker, Heather E K et al. · archived
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Exploring the effect of cognitive load in scenarios of daily driving · 2024 · Felisberti, Fatima M. et al. · archived
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Developing a Checklist for Cognitive Characteristics of Driving Scenarios in Dual-Task Studies: The Case of Cell Phone Use While Driving · 2019 · Pouyakian, Mostafa et al. · archived
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Harnessing the wandering mind: The role of perceptual load ↗ · 2009 · Forster, Sophie et al. · indexed
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Effects of Cell Phone Conversation Difficulty on Driving Performance ↗ · 2003 · Rakauskas, Mick et al. · indexed
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Driver distraction and in-vehicle interventions: A driving simulator study on visual attention and driving performance ↗ · 2023 · Ezzati Amini, Roja et al. · indexed
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Effects of Conversation on Situation Awareness and Working Memory in Simulated Driving ↗ · 2014 · Heenan, Adam et al. · indexed
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Capturing Voluntary, Involuntary, and Habitual Components of Driver Distraction in a Self-Reported Questionnaire · 2015 · Marulanda, Susana et al. · archived
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Similarities and differences between mind-wandering and external distraction: A latent variable analysis of lapses of attention and their relation to cognitive abilities ↗ · 2014 · Unsworth, Nash et al. · indexed
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Allocating Visual Attention: How Relevance to Driving Impacts Attention when Drivers are Distracted ↗ · 2011 · Garrison, Teena · indexed
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Talking to your car can drive you to distraction · 2016 · Strayer, DL et al. · archived
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A Field Study on the Impact of Variations in Short-Term Memory Demands on Drivers’ Visual Attention and Driving Performance Across Three Age Groups ↗ · 2012 · Reimer, Bryan et al. · indexed
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Shut up I'm Driving! Is Talking to an Inconsiderate Passenger the Same as Talking on a Mobile Telephone? ↗ · 2005 · Merat, Natasha et al. · indexed
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Driver Distraction Detection Methods: A Literature Review and Framework · 2021 · Kashevnik, Alexey et al. · archived
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Driver distraction and its effects on partially automated driving performance: A driving simulator study among young-experienced drivers ↗ · 2022 · Zangi, Noa et al. · indexed
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Evaluation of smartphone interactions on drivers’ brain function and vehicle control in an immersive simulated environment ↗ · 2021 · Baker, Joseph M. et al. · indexed
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Effect of Different Types of Distractions on Driving Behavior and Road Safety Using Naturalistic Driving Data Under Mixed Traffic Conditions ↗ · 2026 · Ameenuddin, Mohammed et al. · indexed
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Driving under the influence of distraction: Examining dissociations between risk perception and engagement in distracted driving ↗ · 2016 · Rupp, Michael A. et al. · indexed
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Cognitive Driver Distraction Improves Straight Lane Keeping: A Cybernetic Control Theoretic Explanation ↗ · 2016 · Boer, Erwin R. et al. · indexed
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Linking mind wandering tendency to risky driving in young male drivers ↗ · 2018 · Albert, Derek A. et al. · indexed
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Analyzing the Impact of Distractions on Driver Attention: Insights from Eye Movement Behaviors in a Driving Simulator ↗ · 2023 · Narayana, Pradeep et al. · indexed
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Non intrusive physiological measurement for driver cognitive distraction detection: Eye and mouth movements ↗ · 2010 · Azman, Afizan et al. · indexed
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Effects of Non-Driving-Related Tasks with Different Resource Demands on Driver Gaze Behavior ↗ · 2022 · Xu, Linli et al. · indexed
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Effects of Passenger and Cellular Phone Conversations on Driver Distraction ↗ · 2004 · Laberge, Jason et al. · indexed
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Effects of Cell Phone Conversations on Driver Performance While Driving Under Highway Monotony ↗ · 2009 · Chan, Mark et al. · indexed
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Driving and Speaking: Revelations by the Head-Mounted Detection Response Task · 2013 · Conti, Antonia S et al. · archived
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The long road home from distraction: Investigating the time-course of distraction recovery in driving ↗ · 2019 · Bowden, Vanessa K. et al. · indexed
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Driver distraction and driver inattention: Definition, relationship and taxonomy ↗ · 2011 · Regan, Michael et al. · indexed
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Cell Phone Conversations with Hands-Free Devices Interfering with Cognition of Visual Information while Driving ↗ · 2018 · Takano, Akihide et al. · indexed
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Leading to distraction: Driver distraction, lead car, and road environment ↗ · 2016 · Kountouriotis, Georgios K. et al. · indexed
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Passenger and cell phone conversations in simulated driving · 2004 · Drews, Frank A. et al. · archived
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Influence of cognitively distracting activity on driver’s eye movement during preparation of changing lanes ↗ · 2008 · Zhou, Huiping et al. · indexed
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Driver Distraction through Conversation Measured with Pupillometry ↗ · 2013 · Dlugosch, Carsten et al. · indexed
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Paying attention behind the wheel: a framework for studying the role of attention in driving ↗ · 2004 · Trick *, Lana M. et al. · indexed
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Autopilot, Mind Wandering, and the Out of the Loop Performance Problem · 2017 · Gouraud, Jonas et al. · archived
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Active Listening Impairs Visual Perception and Selectivity: An ERP Study of Auditory Dual-task Costs on Visual Attention ↗ · 2011 · Gherri, Elena et al. · indexed
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Event Detection: The Second Dimension of Driver Performance for Visual-Manual Tasks ↗ · 2012 · Young, Richard A. · indexed
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Drivers’ Braking Behavior Affected by Cognitive Distractions: An Experimental Investigation with a Virtual Car Simulator ↗ · 2020 · Baldo, Nicola et al. · indexed
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Minimum Required Attention: A Human-Centered Approach to Driver Inattention ↗ · 2017 · Kircher, Katja et al. · indexed
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Is There Any Difference between Conversing by Phone and Conversing with a Passenger While Driving? · 2009 · Bruyas, Marie-Pierre et al. · archived
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Detection of brake lights while distracted: Separating peripheral vision from cognitive load ↗ · 2019 · Wolfe, Benjamin et al. · indexed
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Persistent effects of mobile phone conversation while driving after disconnect: Physiological evidence and driving performance ↗ · 2023 · Pouyakian, Mostafa et al. · indexed
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Driver Distraction Injury Prevention Countermeasures‚ÄîPart 2 · 2008 · Regan, Michael et al. · archived
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Measuring the effects of mind wandering in people with insomnia: A driving simulator study ↗ · 2022 · Xu, Lin et al. · indexed
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Cognitive load, working memory capacity and driving performance: A preliminary fNIRS and eye tracking study · 2023 · Broadbent, David P. et al. · archived
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A Novel EEG-Based Assessment of Distraction in Simulated Driving under Different Road and Traffic Conditions · 2024 · Ronca, Vincenzo et al. · archived
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Gaze-based signatures of mind wandering during real-world scene processing. ↗ · 2018 · Krasich, Kristina et al. · indexed
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Experimental Framework for Simulators to Study Driver Cognitive Distraction: Brake Reaction Time in Different Levels of Arousal ↗ · 2016 · Sena, Pasquale et al. · indexed
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Effects of Talking and Visual Attention Load on Driving Behavior ↗ · 2017 · Beck, Melissa et al. · 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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A comparative study on the effects of mind-wandering, distraction, and fatigue on driving performance and physiological responses ↗ · 2026 · Chen, Jingrui et al. · indexed
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Blink Rate as a Measure of Driver Workload during Simulated Driving ↗ · 2020 · Yahoodik, Sarah et al. · indexed
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USING IN-DEPTH CRASH DATA TO ASSESS THE ROLE OF DRIVER INATTENTION AND DRIVER DISTRACTION IN CRASHES ↗ · 2012 · Beanland, V et al. · indexed
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Detection of Driver Cognitive Distraction Using Machine Learning Methods ↗ · 2023 · Misra, Apurva et al. · indexed
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A New Protocol to Study Mind-Wandering for Air Traffic Controllers · 2023 · Servais, Anaïs et al. · archived
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Impact of Cognitive Distractions on Drivers’ Hazardous Event Anticipation and Mitigation Behavior in Vehicle–Bicycle Conflict Situations ↗ · 2020 · Ebadi, Yalda et al. · indexed
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Distraction mitigation through driver monitoring systems: a scoping review ↗ · 2026 · Ayas, Suzan et al. · indexed
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Road lighting and distraction whilst driving: Establishing the significant types of distraction ↗ · 2020 · Robbins, CJ et al. · indexed
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Route familiarity breeds inattention: A driving simulator study ↗ · 2013 · Yanko, Matthew et al. · indexed
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Selection of Measurement Method for Detection of Driver Visual Cognitive Distraction: A Review ↗ · 2017 · Yusoff, Norhasliza M. et al. · indexed
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Driver body information analysis for distraction state detection ↗ · 2015 · Sato, Kazuhito et al. · indexed
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A decrease in brain activation associated with driving when listening to someone speak ↗ · 2008 · Just, Marcel Adam et al. · indexed
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The Interaction of Cognitive Load and Attention-Directing Cues in Driving ↗ · 2009 · Lee, Yi-Ching et al. · indexed
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Cognitive load and detection thresholds in car following situations: safety implications for using mobile (cellular) telephones while driving ↗ · 1999 · Lamble, Dave et al. · indexed
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Analysis of Driver Distraction Behaviour Causing Risk of Accidents in Jordan · 2023 · Abojaradeh, Mohammad · archived
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The Effect of Cognitive Load on Drivers’ Visual Search Strategies During Partially Automated Driving in an Urban Environment ↗ · 2025 · Qin, Hao et al. · indexed
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Visualization Factor Distraction During the Driving Task in a Real Reality Environment Using EEG Analysis · 2022 · Zulfakur, Nursyuhadah et al. · archived
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Attentional decoupling while pursuing intentions: a form of mind wandering? ↗ · 2013 · Cohen, Anna-Lisa · indexed
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Turning gap acceptance decision-making: the impact of driver distraction ↗ · 2002 · Cooper, Peter J. et al. · indexed
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NHTSA DRIVER DISTRACTION RESEARCH: PAST, PRESENT, AND FUTURE ↗ · 2001 · Ranney, Thomas A. et al. · indexed
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NHTSA DRIVER DISTRACTION RESEARCH: PAST, PRESENT, AND FUTURE ↗ · 2001 · Ranney, Thomas A. et al. · indexed
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The crosstalk hypothesis: Why language interferes with driving. ↗ · 2012 · Strayer, David L. et al. · indexed
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Conversation Effects on Driving: Neural Mechanisms Underlying Reaction Times to Visual Events ↗ · 2007 · Hsieh, Li et al. · indexed
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Dissociation between driving performance and drivers' subjective estimates of performance and workload in dual-task conditions ↗ · 2009 · Horrey, William J. et al. · indexed
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The Role of Driver Distraction in Traffic Crashes · 2001 · Stutts, Jane C. et al. · archived
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Visual Attention in Driving: The Effects of Cognitive Load and Visual Disruption ↗ · 2007 · Lee, Yi-Ching 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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The role of driver distraction in traffic crashes · 2001 · Stutts, Jane C. et al. · archived
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Driver Cognitive Distraction Classification While Using Eco-driving Applications · 2024 · Lin, Rui et al. · archived
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Concurrent processing of vehicle lane keeping and speech comprehension tasks ↗ · 2013 · Cao, Shi et al. · indexed
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A Scoping Study on Driver’s Perspective of Distracting Factors ↗ · 2021 · Al-Rousan, Taleb M. et al. · indexed
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Model-based analysis of driver distraction by infotainment systems in automotive domain ↗ · 2017 · Broccia, Giovanna · indexed
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The effect of cognitive distraction on perception-response time to unexpected abrupt and gradually onset roadway hazards ↗ · 2019 · D’Addario, Pamela et al. · indexed
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Mind Wandering Impedes Response Inhibition by Affecting the Triggering of the Inhibitory Process ↗ · 2022 · Jana, Sumitash et al. · indexed
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Mind Wandering and the Adaptive Control of Attentional Resources ↗ · 2013 · Kam, Julia W. Y. et al. · indexed
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Mind-wandering impedes response inhibition by affecting the triggering of the inhibitory process ↗ · 2021 · Jana, Sumitash et al. · indexed
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Shifting attention across near and far spaces: Implications for the use of hands-free cell phones while driving ↗ · 2008 · Ferlazzo, Fabio et al. · indexed
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Cognitive Load Affects Drivers’ Brake Reaction Time to Longitudinal Conflict through Gaze Concentration and Time Headway Compensation ↗ · 2023 · Hu, Mengxia et al. · indexed
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Distracted Driving Due to Visual Working Memory Load · 2014 · Mordkoff, J. Toby et al. · archived
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Factors related to drivers' perception of interference from in-vehicle activities ↗ · 2010 · Horrey, William J. et al. · indexed
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The Impact of Partial Automation and Cognitive Load on Drivers’ Visual Search Strategies in an Urban Driving Environment ↗ · 2026 · Qin, Hao et al. · indexed
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Smartwatches are more distracting than mobile phones while driving: Results from an experimental study ↗ · 2021 · Brodeur, Mathieu et al. · indexed
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EEG assessment of driving cognitive distraction caused by central control information · 2023 · Zhao, Yan et al. · archived
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Driver distraction: The effects of concurrent in-vehicle tasks, road environment complexity and age on driving performance ↗ · 2005 · Horberry, Tim et al. · indexed
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Does attention capacity moderate the effect of driver distraction in older drivers? ↗ · 2015 · Cuenen, Ariane et al. · indexed
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Modeling simple driving tasks with a one-boundary diffusion model · 2013 · Strayer, David L. · archived
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The Effects of Mind-Wandering, Cognitive Load and Task Engagement on Working Memory Performance in Remote Online Experiments ↗ · 2023 · Cotton, Kelly et al. · indexed
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Early Shift of Attention Is Not Regulated by Mind Wandering in Visual Search ↗ · 2020 · Vogelgesang, Lena et al. · indexed
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The Relative Risks of Secondary Task Induced Driver Distraction ↗ · 2008 · Dingus, Thomas A. et al. · indexed
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Driver Distraction: Are We Mistaking a Symptom for the Problem? ↗ · 2013 · Curry, David et al. · indexed
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How do you know if you were mind wandering? Dissociating explicit memories of off task thought from subjective feelings of inattention. ↗ · 2023 · Mathews, Nathan K. et al. · indexed
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Drifting and Directed Minds: The Significance of Mind-Wandering for Mental Action ↗ · 2019 · Irving, Zachary · indexed
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Measuring Cognitive Distraction in the Automobile III: A Comparison of Ten 2015 In-Vehicle Information Systems · 2015 · AAA Foundation for Traffic Safety · archived
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Modeling cognitive load effects of conversation between a passenger and driver · 2017 · Strayer, David L. et al. · archived
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Driving impairs talking · 2010 · Becic, Ensar et al. · archived
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Susceptibility to Driver Distraction Questionnaire · 2014 · Feng, Jing et al. · archived
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Distraction-induced driving error: An on-road examination of the errors made by distracted and undistracted drivers ↗ · 2012 · Young, Kristie L. et al. · indexed
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Neural Correlates of Simulated Driving While Performing a Secondary Task: A Review ↗ · 2019 · Palmiero, Massimiliano et al. · indexed
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Evaluation of Cognitive Distraction in a Real Vehicle Based on the Reflex Eye Movement · 2018 · Son, Le Anh et al. · archived
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Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines ↗ · 2007 · Liang, Yulan et al. · indexed
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Caltrans UAS and Driver Safety: Driver Distraction in the Presence of UAS · 2024 · Akhavian, Reza et al. · archived
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How Do You Know If You Were Mind Wandering? Dissociating Explicit Memories of Off Task Thought From Subjective Feelings of Inattention ↗ · 2024 · Mathews, Nathan K. et al. · indexed
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Évaluation de l’impact de communications vocales sur la conduite automobile ↗ · 2006 · Bruyas, Marie-Pierre et al. · indexed
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Influence of automation on mind wandering frequency in sustained attention · 2018 · Gouraud, Jonas et al. · archived
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Out of the Loop, in Your Bubble: Mind Wandering Is Independent From Automation Reliability, but Influences Task Engagement ↗ · 2018 · Gouraud, Jonas et al. · indexed
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Driver inattention and driver distraction in serious casualty crashes: Data from the Australian National Crash In-depth Study ↗ · 2013 · Beanland, Vanessa et al. · indexed
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Texting While Driving: Computerized Eye Tracking as a Method to Assess Visual Distraction During Driving Simulations ↗ · 2025 · Litwiler, Scott et al. · indexed
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An investigation of driver distraction near the tipping point of traffic flow stability · 2009 · Cooper, JM et al. · archived
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Recherche d'indicateurs d'inattention en conduite automobile : apports des mesures physiologiques et comportementales ↗ · 2026 · Pepin, Guillaume · indexed
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Effect of Partially Automated Driving on Mental Workload, Visual Behavior and Engagement in Nondriving-Related Tasks: A Meta-Analysis · 2025 · Vasta, N et al. · archived
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Assessing Interference from Mental Workload Using a Naturalistic Simulated Driving Task: A Pilot Study ↗ · 2006 · Horrey, William J. et al. · indexed
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Detecting Driver Distraction · 2018 · Eskenazi, Maxine et al. · archived
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Interference between concurrent tasks of driving and telephoning. ↗ · 1969 · Brown, I D et al. · indexed
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The eye–mind wandering link: Identifying gaze indices of mind wandering across tasks. ↗ · 2020 · Faber, Myrthe et al. · indexed
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The Impact of Cognitive Workload on Driving Performance and Visual Attention in Younger and Older Drivers ↗ · 2013 · Son, Joonwoo et al. · indexed
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Driver Inattention: A Contributing Factor to Crashes and Near-Crashes ↗ · 2005 · Klauer, Sheila G. et al. · indexed
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Examination of Driver Visual and Cognitive Responses to Billboard Elicited Passive Distraction Using Eye-Fixation Related Potential ↗ · 2021 · Wang, Yongxiang et al. · indexed
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Cognitive workload evaluation in visual-auditory navigation system through EEG measurement in driving performance using driving simulator ↗ · 2023 · Hendradewa, Andrie Pasca et al. · indexed
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Patterns of Sequential Off-Road Glances Indicate Levels of Distraction in Automated Driving ↗ · 2019 · Yang, Shiyan et al. · indexed
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Distracted Driving and Associated Crash Risks : Research Project Capsule · 2012 · NHTSA · archived
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The interplay between cognitive load and driving in scenarios of daily commuting ↗ · 2022 · Felisberti, Fatima Maria et al. · indexed
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Does the type of mind wandering matter? Extending the inquiry about the role of mind wandering in the IT use experience ↗ · 2021 · Klesel, Michael et al. · indexed
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Hazard perception performance and psychological factors of distracted drivers: what are the associations? ↗ · 2024 · Watling, Christopher N. et al. · indexed
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Voice messaging while driving: Effects on driving performance and attention ↗ · 2022 · Monzer, Dana et al. · indexed
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Computational intelligent brain computer interaction and its applications on driving cognition ↗ · 2009 · Lin, Chin-Ten et al. · indexed
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Roadside advertising and the distraction of driver’s attention · 2017 · Adam, Tarnowski et al. · archived
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The Impact of Mobile Phones and Other In-Car Technology on Driving ↗ · 2007 · Parsons, Thomas D. · indexed
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Visual and cognitive demands of manual and voice-based driving mode implementations on smartphones ↗ · 2023 · Monk, Chris et al. · indexed
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Young drivers’ eye movements and driving performance in the presence of a ringing cell phone ↗ · 2020 · Sansevere, Kayla et al. · indexed
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The Impact of Systematic Variation of Cognitive Demand on Drivers' Visual Attention across Multiple Age Groups ↗ · 2010 · Reimer, Bryan et al. · indexed
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Spotlighting distraction in artificial intelligence driver assistance systems · 2023 · Cardoso, Bruno et al. · archived
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Effect of Visual Distraction on Driving Performance: Driving Simulator Experiment ↗ · 2023 · Rao, A. Nageswara et al. · indexed
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How we can measure the non-driving-task engagement in automated driving: Comparing flow experience and workload ↗ · 2018 · Ko, Sang Min et al. · indexed
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In the lab and in the wild: How distraction and mind wandering affect attention and memory ↗ · 2018 · Varao-Sousa, Trish L. et al. · indexed
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How the cognitive load of simulated driving affects the brain dynamics underlying auditory attention ↗ · 2024 · Banz, Barbara C. et al. · indexed
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Voluntary- and Involuntary-Distraction Engagement: An Exploratory Study of Individual Differences ↗ · 2018 · Chen, Huei-Yen Winnie et al. · indexed
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Age related changes in cognitive response style in the driving task. · 2009 · Reimer, Bryan · archived
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Reconceptualizing mind wandering from a switching perspective · 2022 · Wong, Yi-Sheng et al. · archived
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Cognitive workload using interactive voice messaging systems ↗ · 2016 · Coleman, JR et al. · indexed
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Characterizing the Effect of Videophone Conversations on Intersection Driving Performance ↗ · 2015 · Gaspar, John G et al. · indexed
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A cognitive constraint model of dual-task trade-offs in a highly dynamic driving task ↗ · 2007 · Brumby, Duncan P. et al. · indexed
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The effects of mobile telephoning on driving performance · 1991 · Brookhuis, Karel et al. · archived
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The effects of distraction on younger drivers: A neurophysiological perspective ↗ · 2024 · Goldsworthy, Jake et al. · indexed
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Differential recruitment of executive resources during mind wandering ↗ · 2014 · Kam, Julia W.Y. et al. · indexed
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Self-Regulation, Mind Wandering, and Cognitive Absorption During Technology Use ↗ · 2020 · Sullivan, Yulia et al. · indexed
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Study of Driver Distraction Due to Voice Interaction ↗ · 2003 · Yoshitsugu, Noritoshi et al. · indexed
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Driver Cognitive Distraction Recognition Based on Multi-Source Data from Simulated Driving Experiments ↗ · 2025 · Qu, Chixiong et al. · indexed
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Driver Workload Management During Cell Phone Conversations Chip Wood, · 2005 · Hurwitz, Joshua et al. · archived
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Self-report measures of distractibility as correlates of simulated driving performance ↗ · 2010 · Kass, Steven J. et al. · indexed
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The myth of ‘low cognitive load = low risk’: Quantifying interactive effects of phone use modes and cognitive demand on driving safety ↗ · 2026 · Liu, Xiaobing et al. · indexed
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Mechanisms behind distracted driving behavior: The role of age and executive function in the engagement of distracted driving ↗ · 2017 · Pope, Caitlin Northcutt et al. · indexed
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When moderate mental workload and driving are mutually beneficial (draft 1) ↗ · 2021 · Felisberti, Fatima Maria et al. · indexed
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Looking at Mind Wandering During Driving Through the Windows of PCA and t-SNE ↗ · 2018 · Alsaid, Areen et al. · indexed
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Potential Benefits and Costs of Concurrent Task Engagement to Maintain Vigilance · 2011 · Atchley, Paul et al. · archived
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Assessing Cognitive Demand during Natural Language Interactions with a Digital Driving Assistant ↗ · 2016 · Large, David R. et al. · indexed
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Characterizing the Effect of Mind Wandering on Braking Dynamics in Partially Autonomous Vehicles ↗ · 2024 · Sridhar, Harini et al. · indexed
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Gaze Entropy Metrics for Mental Workload Estimation are Heterogenous During Hands-Off Level 2 Automation · 2023 · Goodridge, Courtney Michael et al. · archived
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Inattention and distraction in fatal road crashes – Results from in-depth crash investigations in Norway ↗ · 2019 · Sundfør, Hanne Beate et al. · indexed
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Driver Cognitive Distraction Detection Using Driving Performance Measures ↗ · 2012 · Jin, Lisheng et al. · indexed
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Effects of In-Vehicle Distracter Complexity on Driving and Emergency Response Performance · 2002 · Manser, Michael P. et al. · archived
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Measuring Inhibitory Control in Driver Distraction ↗ · 2014 · Hoekstra-Atwood, Liberty et al. · indexed
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Evaluating the Impact of Processing Spoken Words on Driving ↗ · 2012 · Rossi, Riccardo et al. · indexed
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Influences of Visual and Conversation Loads upon a Functional Visual Field While Driving. ↗ · 2000 · AYAMA, Miyoshi et al. · indexed
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The Effect of Hands-Free Cell Phone Conversation on Psychomotor Performance Required for Safe Driving: A Quasi-Experimental Study ↗ · 2018 · Sadeghian, Farideh et al. · indexed
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Effects of Practice on Interference from an Auditory Task While Driving: A Simulation Study · 2004 · Shinar, David et al. · archived
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Behavioral Transportation: The Role of Psychological, Cognitive, and Social Factors in Distracted Driving Behavior ↗ · 2023 · Gabaldon, Janeth · indexed
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Automatic detection of driver's awareness with cognitive task from driving behavior ↗ · 2016 · Chakraborty, Basabi 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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More visual mind wandering occurrence during visual task performance: Modality of the concurrent task affects how the mind wanders ↗ · 2017 · Choi, HeeSun et al. · indexed
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Exploring the Impacts of Mind Wandering on Driver Takeover in Automated Vehicles: A Comparative Study of Multimodal Displays ↗ · 2023 · Dong, Miaomiao et al. · indexed
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Driver Distraction and Inattention and their Role in Crashes and Safety-Critical Events ↗ · 2017 · Gordon, Craig P. et al. · indexed
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Effects of naturalistic cell phone conversations on driving performance ↗ · 2004 · Rakauskas, Michael E. et al. · indexed
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Mind Wandering Influences EEG Signal in Complex Multimodal Environments · 2021 · Gouraud, Jonas et al. · archived
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The impact of repeated cognitive tasks on driving performance and visual attention ↗ · 2010 · Wang, Ying et al. · indexed
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Hazard perception performance and psychological factors of distracted drivers: what are the associations? ↗ · 2024 · Watling, Christopher N. et al. · indexed
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Predicting distracted driving: The role of individual differences in working memory ↗ · 2019 · Louie, Jennifer F. et al. · indexed
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The feasibility of detecting phone-use related driver distraction ↗ · 2001 · Waard, Dick de et al. · indexed
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Mobile communications, driver distraction and vehicle accidents ↗ · 2001 · Murray, J. et al. · indexed
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Effects of visual and conversation tasks upon a functional visual field while driving ↗ · 2002 · Ayama, M. et al. · indexed
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Did you see the unicycling clown? Inattentional blindness while walking and talking on a cell phone ↗ · 2010 · Hyman, Ira E. 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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Drivers Glance Like Lizards during Cell Phone Distraction in Assisted Driving ↗ · 2021 · Yang, Shiyan et al. · indexed
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Mild Cognitive Impairment and driving: Does in-vehicle distraction affect driving performance? ↗ · 2017 · Beratis, Ion N. et al. · indexed
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The blind date: The effects of change blindness, passenger conversation and gender on looked-but-failed-to-see (LBFTS) errors ↗ · 2010 · White, Cale B. et al. · indexed
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Smartphone Addiction and Simulated Driving Safety Without Active Phone Use: A High-Fidelity Simulator Study of Attention, Vehicle Control, and Workload ↗ · 2026 · Salimipormehr, Pegah et al. · indexed
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Impact of Voice Assistants’ Conversational Style on Cognitive Driver Distraction · 2025 · Dittrich, Monique et al. · archived
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Effects of Distracting Behaviors on Driving Workload and Driving Performance in a City Scenario ↗ · 2022 · Luo, Shuang et al. · indexed
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Distraction and task engagement: How interesting and boring information impact driving performance and subjective and physiological responses ↗ · 2016 · Horrey, William J. et al. · indexed
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Going AWOL in the Brain: Mind Wandering Reduces Cortical Analysis of External Events ↗ · 2008 · Smallwood, Jonathan et al. · indexed
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The Effects of Divided Attention and Cognitive Distraction on Driver’s Performance Among People Aged over 65 · 2017 · Heidari, Mahdi Ebnali et al. · archived
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The Effects of Extra Cognitive Workload on Drivers’ Driving Performance under Smooth Car-Following Drive and Critical Situations ↗ · 2020 · Zhai, Junda et al. · indexed
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Talking and driving: applications of crossmodal action reveal a special role for spatial language ↗ · 2011 · Atchley, Paul et al. · indexed
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Cognitive Distraction Detection Using Gaze and Pupil with an Interpretable Approach · 2025 · Tamura, Kimimasa et al. · archived
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Mobile phone use in a driving simulation task: Differences in eye movements ↗ · 2010 · Balk, S. A. et al. · indexed
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Distracted Driving in Teens with and without ADHD · 2010 · Stavrinos, Despina · archived
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Driving while conversing: Cell phones that distract and passengers who react ↗ · 2009 · Charlton, Samuel G. · indexed
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Terms of debate: Consensus definitions to guide the scientific discourse on visual distraction · 2024 · Liesefeld, Heinrich R. et al. · archived
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Dynamic workload measurement and modeling: Driving and conversing · 2023 · Castro, SC et al. · archived
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Distraction and related risk factors among professional and non-professional drivers ↗ · 2024 · Razzaghi, Alireza 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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External Distraction and Attentional Narrowing: Visual Search Evidence ↗ · 1992 · Janelle, Christopher M. et al. · indexed
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Pupil dilation as indicative of cognitive workload while driving a car: effects of cell phone use and driver experience in young adults · 2021 · Carizio, Bethânya G. et al. · archived
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Reconceptualizing mind wandering from a switching perspective ↗ · 2021 · Wong, Yi-Sheng et al. · indexed
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Nonintrusive Detection of Driver Cognitive Distraction in Real Time Using Bayesian Networks ↗ · 2007 · Liang, Yulan et al. · indexed
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Profiles in driver distraction : effects of cell phone conversations on younger and older drivers · 2004 · Drews, Frank A. et al. · archived
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Predicting driver distraction using a single channel ear EEG · 2026 · Popov, Tzvetan et al. · archived
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Topographic map analysis for driver cognitive distraction ↗ · 2014 · Almahasneh, Hossam et al. · indexed
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Driver's distraction detection based on gaze estimation ↗ · 2016 · Maralappanavar, Shweta et al. · indexed
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The impact of driver cognitive distraction on vehicle performance at stop-controlled intersections ↗ · 2015 · Liao, Yuan et al. · indexed
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Examining the impact of cell phone conversations on driving using meta-analytic techniques · 2006 · Wickens, Christopher D. · archived
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Computational Modeling of Driver Distraction by Integrating Cognitive and Agent-Based Traffic Simulation Models ↗ · 2014 · Nourzad, Seyed Hossein Hosseini et al. · indexed
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Handsfree Cellphone Use Has Lingering Negative Effects on Driving Performance ↗ · 2020 · Hill, Linda et al. · indexed
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Measuring susceptibility to alerts while encountering mental workload ↗ · 2019 · Janssen, Christian P. et al. · indexed
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Terms of debate: Consensus definitions to guide the scientific discourse on visual distraction · 2023 · Liesefeld, Heinrich R. et al. · archived
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Cellular Telephone Conversation While Driving: Effects on Driver Reaction Time and Subjective Mental Workload ↗ · 2000 · Tokunaga, Roberto Abraham et al. · indexed
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Driving when distracted and sleepy: The effect of phone and passenger conversations on driving performance ↗ · 2018 · Matthews, Raymond W. et al. · indexed
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Mind Wandering Trait-level Tendencies During Lecture Viewing: A Pilot Study ↗ · 2022 · Zermiani, Francesca et al. · indexed
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The dual system model of distraction: explaining the cognitive mechanism of distraction ↗ · 2025 · Wang, Chenghao · indexed
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Propensity to intentional and unintentional mind-wandering differ in arousal and executive vigilance tasks ↗ · 2021 · Martínez-Pérez, Víctor et al. · indexed
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Failure to see money on a tree: inattentional blindness for objects that guided behavior ↗ · 2014 · Hyman, Ira E. et al. · indexed
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The Science of Mind Wandering: Empirically Navigating the Stream of Consciousness ↗ · 2015 · Smallwood, Jonathan et al. · indexed
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Driver Distraction/Overload Research and Engineering: Problems and Solutions ↗ · 2010 · Green, Paul A. · indexed
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Understanding driver distractions in fatal crashes: An exploratory empirical analysis ↗ · 2019 · Qin, Lingqiao et al. · indexed
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Awareness of Performance Decrements Due to Distraction in Younger and Older Drivers ↗ · 2007 · Horrey, William J et al. · indexed
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A Preliminary Study on the Influence of Automation over Mind Wandering Frequency in Sustained Attention ↗ · 2017 · Gouraud, Jonas et al. · indexed
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Self-reported mind wandering reflects executive control and selective attention ↗ · 2021 · Hawkins, Guy et al. · indexed
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Development of a driving VR prototype for distraction awareness employing eye tracking ↗ · 2017 · Blanco, Robin et al. · indexed
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Study on effect of adding pupil diameter as recognition features for driver's cognitive distraction detection ↗ · 2010 · Miyaji, Masahiro et al. · indexed
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In pursuit of off-task thought: mind wandering-performance trade-offs while reading aloud and color naming ↗ · 2013 · Thomson, David R. et al. · indexed
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Are child occupants a significant source of driving distraction? ↗ · 2011 · Koppel, Sjaan et al. · indexed
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Influence of content and intensity of thought on behavioral and pupil changes during active mind wandering, off focus and on-task states ↗ · 2018 · Jubera-Garcia, Esperanza et al. · indexed
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The contribution of latent factors of executive functioning to mind wandering: an experience sampling study ↗ · 2022 · Marcusson-Clavertz, David et al. · indexed
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Workload Changes in Teenaged Drivers Driving with Distractions ↗ · 2005 · Slick, Renee F et al. · indexed
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Investigating the influence of working memory capacity when driving behavior is combined with cognitive load: An LCT study of young novice drivers ↗ · 2013 · Ross, Veerle et al. · indexed
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Cognitive distraction effect from non-driving related task engagement on automated vehicle occupants’ motion sickness levels ↗ · 2026 · Dam, Abhraneil et al. · indexed
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Mind wandering impedes statistical learning during serial but not parallel visual search ↗ · 2026 · Blondé, Philippe et al. · indexed
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Dynamic workload fluctuations in driver/non-driver conversational dyads · 2017 · Strayer, DL et al. · archived
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Influence of content and intensity of thought on behavioral and pupil changes during active mind-wandering, off-focus, and on-task states ↗ · 2019 · Jubera-García, Esperanza et al. · indexed
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Driving performance while using cell phones: an observational study ↗ · 2006 · Rosenbloom, Tova · indexed
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Classification of Driver Distraction Risk Levels: Based on Driver’s Gaze and Secondary Driving Tasks ↗ · 2022 · Zheng, Lili et al. · indexed
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Multiple routes to mind wandering: Predicting mind wandering with resource theories ↗ · 2019 · Randall, Jason G. et al. · indexed
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Government and Industry Perspectives on Driver Distraction ↗ · 2008 · Tingvall, Claes et al. · indexed
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Effects of cognitive load on perceived internal and external distraction and their relationship with attentional control ↗ · 2023 · Rummel, Jan et al. · indexed
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The Impact of Load on Dynamic versus Static Situational Knowledge While Driving ↗ · 2009 · Clegg, Benjamin A. · indexed
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Distraction “Hangover”: Characterization of the Delayed Return to Baseline Driving Risk After Distracting Behaviors ↗ · 2021 · Snider, Joseph et al. · indexed
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An eye tracking investigation of attention mechanism in driving behavior under emotional issues and cognitive load ↗ · 2023 · Wang, Quan et al. · indexed
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Impact of Cognitive Distractions on Drivers’ Anticipation Behavior in Vehicle-bicycle Conflict Situations ↗ · 2018 · Ebadi, Yalda et al. · indexed
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Assessing the awareness of performance decrements in distracted drivers ↗ · 2007 · Horrey, William J. et al. · indexed
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How Common In-Car Distractions Affect Driving Performance in Simple and Complex Road Environments ↗ · 2017 · Nowosielski, Robert et al. · indexed
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Mental workload of voice interactions with 6 real-world driver interfaces · 2015 · Cooper, JM et al. · archived
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Mental workload of common voice-based vehicle interactions across six different vehicle systems · 2014 · Cooper, JM et al. · archived
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Examining cognitive interference and adaptive safety behaviours in tactical vehicle control ↗ · 2007 · Horrey, William J. et al. · indexed
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Working Memory Capacity Offers Resistance to Mind‐Wandering and External Distraction in a Context‐Specific Manner ↗ · 2015 · Robison, Matthew K. et al. · indexed
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Driver Distraction and Stress Detection Systems: A Review ↗ · 2020 · Ghandour, Raymond et al. · indexed
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Self-reported mind wandering reflects executive control and selective attention · 2022 · Hawkins, Guy E. et al. · archived
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The Effect of Voice Interactions on Drivers’ Guidance of Attention ↗ · 2007 · Lee, Yi-Ching et al. · indexed
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Driver’s Mental Workload Measurement Concerning Cognitive Channels ↗ · 2020 · Chen, Weiya et al. · indexed
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Driver distraction by advertising: genuine risk or urban myth? · 2003 · Wallace, B. · archived
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What’s in a Task? Complications in the Study of the Task-Unrelated-Thought Variety of Mind Wandering ↗ · 2020 · Murray, Samuel et al. · indexed
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AGE AND DISTRACTION BY TELEPHONE CONVERSATION IN TASK PERFORMANCE: IMPLICATIONS FOR USE OF CELLULAR TELEPHONES WHILE DRIVING ↗ · 2002 · LYDA, LARAMEE · indexed
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Assessing cognitive distraction using event related potentials ↗ · 2015 · Coleman, JR et al. · indexed
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Beyond the billboard: A review of other external sources of driver distraction ↗ · 2024 · Hinton, Jane et al. · indexed
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Relationships between mind-wandering and attentional control abilities in young adults and adolescents ↗ · 2014 · Stawarczyk, David et al. · indexed
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Mind wandering in sentence reading: Decoupling the link between mind and eye. ↗ · 2013 · Foulsham, Tom et al. · indexed
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Detection of Driver Cognitive Distraction Using Driver Performance Measures, Eye-Tracking Data and a D-FFNN Model ↗ · 2023 · Shajari, Arian et al. · indexed
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Psychophysiological Measures of Driver Distraction and Workload While Intoxicated ↗ · 2005 · Rakauskas, Michael E et al. · indexed
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Mitigating Passive Fatigue in Conditional Automated Driving: Effects of Conversation tasks on Driver Arousal and Attention ↗ · 2026 · Meng, Xiao et al. · indexed
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In plane sight: Inattentional blindness affects visual detection of external targets in simulated flight ↗ · 2022 · White, Alaska et al. · indexed
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The Impact of Cognitive Distraction on Driver Perception Response Time Under Different Levels of Situational Urgency ↗ · 2019 · Zhang, Zhi et al. · indexed
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Effects of a Computer-Based Training Module on Drivers’ Willingness to Engage in Distracting Activities ↗ · 2009 · Horrey, William J. et al. · indexed
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Cognitive Workload Estimation through Lateral Driving Performance ↗ · 2011 · Son, Joonwoo et al. · indexed
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The Effects of Vehicle Automation on Driver Engagement: The Case of Adaptive Cruise Control and Mind Wandering [techbrief] · 2021 · Weaver, Starla et al. · archived
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Catching wandering minds with tapping fingers: neural and behavioral insights into task-unrelated cognition ↗ · 2022 · Groot, Josephine M et al. · indexed
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What’s in a task? Complications in the study of the task-unrelated-thought (TUT) variety of mind wandering ↗ · 2019 · Seli, Paul · indexed
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Mind-wandering, cognition, and performance: A theory-driven meta-analysis of attention regulation. ↗ · 2014 · Randall, Jason G. et al. · indexed
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Effects of Cellular Telephone Use While Driving Based on Objective and Subjective Mental Workload Assessment · 2001 · Tokunaga, Roberto Abraham et al. · archived
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Evaluating Driver Distraction Factors in Urban Motorways. A Naturalistic Study Conducted in Attica Tollway, Greece ↗ · 2016 · Misokefalou, Eleni et al. · indexed
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Examining the Impact of Cell Phone Conversations on Driving Using Meta-Analytic Techniques ↗ · 2006 · Horrey, William J. et al. · indexed
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Comparing Pupil Dilation, Head Movement, and EEG for Distraction Detection of Drivers ↗ · 2018 · Prabhakar, Gowdham et al. · indexed
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Negative mood mind wandering and unsafe driving in young male drivers ↗ · 2022 · Albert, Derek A. et al. · indexed
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Anti-distraction learning: focused attention, task engagement, and flow under cognitive interference · 2026 · Yang, Shengying et al. · archived
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Mind Wandering in a Multimodal Reading Setting: Behavior Analysis & Automatic Detection Using Eye-Tracking and an EDA Sensor ↗ · 2020 · Brishtel, Iuliia et al. · indexed
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Meta-awareness, mind-wandering, and the control of automatic external and internal orientations of attention ↗ · 2026 · Christian, Isaac R. et al. · indexed
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Cocktail Party Effect& Attention Capture in Semi-Autonomous Driving · 2013 · Tobias, Crystal et al. · archived
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The impact of speech-based assistants on the driver's cognitive distraction ↗ · 2022 · Loew, Alexandra et al. · indexed
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Combining roadside interviews and on-road observation for assessing prevalence of driver inattention ↗ · 2019 · Sagberg, Fridulv et al. · indexed
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Effects of In-Vehicle Messaging on Mental Workload During Driving through Work Zones · 2017 · Craig, Curtis M et al. · archived
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Wandering eyes: Eye movements during mind wandering in video lectures ↗ · 2020 · Zhang, Han et al. · indexed
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Creating the environment for driver distraction: A thematic framework of sociotechnical factors ↗ · 2018 · Parnell, Katie J. et al. · indexed
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Influencing Factors and Variation of Subjective Workload in the Process of Takeover During Autonomous Driving ↗ · 2021 · Ma, Yinbo et al. · indexed
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Wandering Eyes: Eye Movements During Mind-wandering in Video Lectures ↗ · 2018 · Zhang, Han et al. · indexed
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Cell phone use diminishes self-awareness of the adverse effects of cell phone use on driving. · 2017 · Sanbonmatsu, David M. et al. · archived
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Functional connectivity analysis of distracted drivers based on the wavelet phase coherence of functional near-infrared spectroscopy signals ↗ · 2017 · Xu, Gongcheng et al. · indexed
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High cognitive load abolishes auditory distraction in short-term memory: Implications for working memory-based attentional control and an alternative task-engagement account ↗ · 2026 · Hughes, Robert W. et al. · indexed
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Passenger-Driver Distinguishing Test for Pokémon Go · 2017 · Khanade, Kunal et al. · archived
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Change Detection Performance Under Divided Attention with Dynamic Driving Scenarios ↗ · 2005 · Lee, Yi-Ching et al. · indexed
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Drivers' lane changing behavior while conversing on a cell phone in a variable density simulated highway environment · 2008 · Cooper, JM et al. · archived
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Auditory Attention Causes Visual Inattentional Blindness ↗ · 2008 · Pizzighello, Silvia et al. · indexed
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Does Talking on a Cell Phone, With a Passenger, or Dialing Affect Driving Performance? An Updated Systematic Review and Meta-Analysis of Experimental Studies ↗ · 2018 · Caird, Jeff K. et al. · indexed
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The Influence of Different Factors on Right-Turn Distracted Driving Behavior at Intersections Using Naturalistic Driving Study Data ↗ · 2019 · Lv, Bin et al. · indexed
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Mind wandering and selective attention to the external world. ↗ · 2015 · Handy, Todd C. et al. · indexed
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The emotional side of cognitive distraction: Implications for road safety ↗ · 2013 · Chan, Michelle et al. · indexed
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What do we mean by cognitive load? Towards more accurate definition of the term for better identification by driver monitoring systems ↗ · 2023 · Goodridge, Courtney Michael et al. · indexed
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Driver Distraction: Mechanisms, Evidence, Prevention, and Mitigation ↗ · 2022 · Regan, Michael A. et al. · indexed
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Driver distraction and inattention in the USA large truck and national motor vehicle crash causation studies ↗ · 2009 · Craft, R et al. · indexed
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Effects of roadside distractors on performance of drivers with and without attention deficit tendencies ↗ · 2018 · Shaw, F. Atiyya et al. · indexed
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Effect of Distraction Complexity on Driving Performance and Emergency Event Response ↗ · 2002 · Manser, Michael P. et al. · indexed
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Investigating the mediating role of executive function in the relationship between sleep disturbance and mind wandering ↗ · 2025 · Razavian, Yasaman et al. · indexed
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Executive function and drivers’ ability to self-regulate behaviour when engaging with devices ↗ · 2024 · Young, Kristie L. et al. · indexed
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Unravelling the threads of thought: Probing the impact of contextual factors on mind wandering ↗ · 2024 · Alexandersen, Andreas et al. · indexed
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Gaze entropy metrics for mental workload estimation are heterogenous during hands-off level 2 automation ↗ · 2024 · Goodridge, Courtney M. et al. · indexed
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Mental effort during mindless reading? Pupil fluctuations indicate internal processing during levels of inattention ↗ · 2024 · Schad, Daniel et al. · indexed
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Using a Layered Algorithm to Detect Driver Cognitive Distraction ↗ · 2013 · Liang, Yulan et al. · indexed
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Cell phone use diminishes self-awareness of the adverse effects of cell phone use on driving. · 2017 · Strayer, David L. · archived
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Assessing Cognitive Demand Testing Methods for Voice-Based Infotainment Systems ↗ · 2020 · Shields, Muriel · indexed
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Effects of navigation modalities on driving performance under different cognitive load levels: an evaluation based on wearable glasses ↗ · 2026 · Yin, Haibo et al. · indexed
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Hemodynamic responses to visual cues during attentive listening in autonomous versus manual simulated driving: A pilot study ↗ · 2019 · Hidalgo-Muñoz, Antonio R. et al. · indexed
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The smartphone and the driver's cognitive workload: A comparison of Apple, Google, and Microsoft's intelligent personal assistants ↗ · 2017 · Strayer, DL et al. · indexed
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Mind wandering impairs performance through task demands rather than executive functions ↗ · 2025 · Fazel, Mana et al. · indexed
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The attentional cost of receiving a cell phone notification. ↗ · 2015 · Stothart, Cary et al. · indexed
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Examining the association between vigilance and mind wandering · 2025 · Schwartzman, Brooke et al. · archived
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Age-related differences in the impact of mind-wandering and visual distraction on performance in a go/no-go task. ↗ · 2020 · Maillet, David et al. · indexed
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Differential Impact of Working Memory and Inhibitory Control on Distracted Driving Performance among Experienced and Inexperienced Drivers ↗ · 2024 · Tao, Shengqin et al. · indexed
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Evaluating the Impact of Mind‐Wandering on Driller's Situation Awareness Using Wearable Eye‐Tracking Technology ↗ · 2025 · Hao, Su et al. · indexed
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Brain-based limitations in attention and secondary task engagement during high-fidelity driving simulation among young adults ↗ · 2020 · Banz, Barbara C. et al. · indexed
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Mind-wandering: Phenomenology and function as assessed with a novel experience sampling method ↗ · 2011 · Stawarczyk, David et al. · indexed
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EEG alpha spindles and prolonged brake reaction times during auditory distraction in an on-road driving study ↗ · 2014 · Sonnleitner, Andreas et al. · indexed
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The Electrocortical Correlates of Daydreaming During Simulated Driving Tasks ↗ · 2013 · Zhao, Guozhen et al. · indexed
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Factors Identification and Prediction for Mind Wandering Driving Using Machine Learning ↗ · 2021 · Lin, Ciyun et al. · indexed
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Conjoint influence of mind-wandering and sleepiness on task performance. ↗ · 2016 · Stawarczyk, David et al. · indexed
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Detection Response Tasks: Using Remote, Headmounted and Tactile Signals to Assess Cognitive Demand While Driving ↗ · 2013 · Harbluk, Joanne L et al. · indexed
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Cognitive load affects gaze dynamics during real-world tasks · 2025 · Martinez-Cedillo, Astrid Priscilla et al. · archived
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Mind wandering is associated with worsening attentional vigilance. ↗ · 2024 · Zanesco, Anthony P. et al. · indexed
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Interference of Cellular Phone Conversations with Visuomotor Tasks: An ERP Study · 2001 · García-Larrea, Luis et al. · archived
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Refixation patterns of mind-wandering during real-world scene perception. ↗ · 2021 · Zhang, Han et al. · indexed
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Beyond mind wandering: Performance variability and neural activity during off-task thought and other attention lapses ↗ · 2023 · Godwin, Christine A. et al. · indexed
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Potential Benefits of a Concurrent Verbal Task when Feeling Fatigued Due to Monotonous Driving Conditions ↗ · 2011 · Chan, Mark et al. · indexed
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Mind-Wandering in Education: From Attention Shifting to Inner Engagement ↗ · 2025 · Dario, Nadia et al. · indexed
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Evaluation of Driver Distraction with Changes in Gaze Direction Based on a Vestibulo-Ocular Reflex Model ↗ · 2017 · Son, Le Anh et al. · indexed
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Preliminary examination of ADHD inattentive and cognitive disengagement syndrome symptoms in relation to probe-caught mind-wandering during a sustained attention to response task ↗ · 2024 · Wiggs, Kelsey K. et al. · indexed
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Increasing participant motivation reduces rates of intentional and unintentional mind wandering ↗ · 2017 · Seli, Paul et al. · indexed
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Mind wandering and education: from the classroom to online learning ↗ · 2013 · Szpunar, Karl K. et al. · indexed
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Influencing the occurrence of mind wandering while reading ↗ · 2015 · Kopp, Kristopher et al. · indexed
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Driver's Distraction and Understandability (EOU) Change Due to the Level of Abstractness and Modality of GPS Navigation Information during Driving ↗ · 2014 · Lee, Bumho et al. · indexed
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Compliant activity rather than difficulty accelerates thought probe responsiveness and inhibits deliberate mind wandering ↗ · 2019 · Subhani, Benjamin R. et al. · indexed
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Mental Workload of Common Voice-Based Vehicle Interactions across Six Different Vehicle Systems · 2014 · AAA Foundation for Traffic Safety · archived
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Distraction detection of driver based on EEG signals in a simulated driving with alternative secondary task ↗ · 2021 · Yan, Lirong et al. · indexed
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Automaticity, mindfulness, and self-control as predictors of dangerous texting behavior ↗ · 2015 · Panek, Elliot et al. · indexed
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Distraction Detection in Automotive Environment using Appearance-based Gaze Estimation ↗ · 2022 · L.R.D, Murthy 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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Toward a model-based cognitive neuroscience of mind wandering · 2015 · Hawkins, Guy E. et al. · archived
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The role of perceptual and cognitive load on inattentional blindness: A systematic review and three meta-analyses ↗ · 2021 · Matias, Jérémy et al. · indexed
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Mind Wandering (Internal Distractibility) in ADHD: A Literature Review ↗ · 2019 · Lanier, Jane et al. · indexed
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Executive working memory load induces inattentional blindness ↗ · 2007 · Fougnie, Daryl et al. · indexed
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Counting the cost of an absent mind: Mind wandering as an underrecognized influence on educational performance ↗ · 2007 · Smallwood, Jonathan et al. · indexed
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Do drives drive the train of thought?—Effects of hunger and sexual arousal on mind-wandering behavior ↗ · 2017 · Rummel, Jan et al. · indexed
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Cell-phone use diminishes self-awareness of impaired driving · 2015 · Strayer, David L. · archived
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Driver's cognitive distraction detection using physiological features by the adaboost ↗ · 2009 · Miyaji, Masahiro et al. · indexed
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Commonly Used Assessment Method to Evaluate Mental Work-load for Multiple Driving Distractions: A Systematic Review ↗ · 2022 · Kabilmiharbi, Nurainaa et al. · indexed
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Driving with Foresight - Evaluating the Effect of Cognitive Distraction and Experience on Anticipating Events in Traffic ↗ · 2019 · Mühl, Kristin et al. · indexed
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Driving While Reading Using Google Glass Versus Using a Smartphone: Which is More Distracting to Driving Performance? ↗ · 2015 · He, Jibo et al. · indexed
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Where is my mind? Examining mind-wandering and vigilance performance ↗ · 2018 · Neigel, Alexis R. et al. · indexed
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The effects of distraction and age on reaction time in a driving simulator ↗ · 2010 · Owens, J. M. et al. · indexed
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Task-related thought and metacognitive ability in mind wandering reports: an exploratory study ↗ · 2020 · Kawagoe, Toshikazu et al. · indexed
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Cell Phone-Related Near Accidents Among Young Drivers: Associations With Mindfulness ↗ · 2015 · Terry, Christopher P. et al. · indexed
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Straying Off Course: The Negative Impact of Mind Wandering on Fine Motor Movements ↗ · 2021 · Dias da Silva, Mariana Rachel et al. · indexed
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Looking out or Looking Away?—Exploring the Impact of Driving With a Passenger on Young Drivers’ Eye Glance Behavior ↗ · 2022 · Mehrotra, Shashank et al. · indexed
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Scene meaningfulness guides eye movements even during mind-wandering ↗ · 2020 · Zhang, Han et al. · indexed
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On the Necessity of Distinguishing Between Unintentional and Intentional Mind Wandering ↗ · 2016 · Seli, Paul et al. · indexed
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Speech-Based Interaction with In-Vehicle Computers: The Effect of Speech-Based E-Mail on Drivers' Attention to the Roadway ↗ · 2001 · Lee, John D. et al. · indexed
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Meditation training influences mind wandering and mindless reading. ↗ · 2016 · Zanesco, Anthony P. et al. · indexed
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Risk factors of mobile phone use while driving in Queensland: Prevalence, attitudes, crash risk perception, and task-management strategies ↗ · 2017 · Oviedo-Trespalacios, Oscar et al. · indexed
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Proposal for Driver Distraction Indexes Using Biological Signals ↗ · 2012 · Ohkura, Michiko et al. · indexed
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Extracting blinks from continuous eye-tracking data in a mind wandering paradigm ↗ · 2022 · Hollander, John et al. · indexed
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A Novel Method for Classifying Driver Mental Workload Under Naturalistic Conditions With Information From Near-Infrared Spectroscopy ↗ · 2018 · Le, Anh Son et al. · indexed
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Scene meaningfulness guides eye movements even during mind-wandering ↗ · 2021 · Zhang, Han et al. · indexed
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When the Brain Takes a Break: A Model-Based Analysis of Mind Wandering · 2014 · Mittner, Matthias et al. · archived
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Adaptive human machine interface based on the detection of driver's cognitive state using machine learning approach ↗ · 2014 · Pinotti, Daniele et al. · indexed
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Mind wandering: Tracking perceptual decoupling, mental improvisation, and mental navigation. ↗ · 2020 · Gonçalves, Óscar F. et al. · indexed
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Tracking arousal state and mind wandering with pupillometry ↗ · 2018 · Unsworth, Nash et al. · indexed
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The relationship between cell phone use and management of driver fatigue: It's complicated ↗ · 2017 · Saxby, Dyani Juanita et al. · indexed
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Neuroanatomical correlates of distracted straight driving performance: a driving simulator MRI study across the lifespan ↗ · 2024 · Guan, Dylan X. et al. · indexed
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The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving · 2021 · Van der Heiden, Remo M. A. et al. · archived
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Mind wandering and motor control: off-task thinking disrupts the online adjustment of behavior ↗ · 2012 · Kam, Julia W. Y. et al. · indexed
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Driver’s cognitive distraction detection using AdaBoost on pattern recognition basis ↗ · 2008 · Miyaji, Masahiro et al. · indexed
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A Computational Model of Unintentional Mind Wandering in Focused Attention Meditation ↗ · 2022 · Christian, Isaac et al. · indexed
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What Does "Mind-Wandering" Mean To The Folk? An Empirical Investigation ↗ · 2019 · Irving, Zachary et al. · indexed
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Visual distraction increases the detection of an unexpected object in inattentional blindness ↗ · 2014 · Pammer, Kristen et al. · indexed
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Effects of Auditory Working Memory Tasks while Switching between Autonomous and Manual Driving ↗ · 2016 · McCarty, Madeleine M. et al. · indexed
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The role of driver inattention in crashes: New statistics from the 1995 Crashworthiness Data System ↗ · 1996 · Wang, Jing-Shiarn et al. · indexed
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Evaulating the impact on driving of the processing of spoken words: experiments with a driving simulator ↗ · 2012 · Rossi, Riccardo et al. · indexed
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Conducting the train of thought: Working memory capacity, goal neglect, and mind wandering in an executive-control task. ↗ · 2009 · McVay, Jennifer C. et al. · indexed
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Elevated Blink Rates Predict Mind Wandering: Dopaminergic Insights into Attention and Task Focus · 2025 · Riby, Leigh M. et al. · archived
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Simulating the effect of cognitive load on braking responses in lead vehicle braking scenarios ↗ · 2018 · Engström, Johan et al. · indexed
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Review of real-time visual driver distraction detection algorithms ↗ · 2010 · Ahlström, Christer et al. · indexed
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Deep Learning-Based Real-Time Driver Cognitive Distraction Detection ↗ · 2025 · Fresta, Matteo et al. · indexed
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Do mindfulness interventions improve road safety? A systematic review ↗ · 2018 · Koppel, Sjaan et al. · indexed
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Mind wandering simultaneously prolongs reactions and promotes creative incubation ↗ · 2017 · Leszczynski, Marcin et al. · indexed
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The "Feeling" of Inattention: A Novel Perspective on the Mind Wandering-ADHD Link ↗ · 2025 · Yeo, Liam et al. · indexed
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Compliant activity inhibits deliberate mind wandering and accelerates thought probe responsiveness compared to compliant inactivity ↗ · 2019 · Amos-Oluwole, Oluwademilade et al. · indexed
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The effects of passive mobile phone interaction on situation awareness and driving performance ↗ · 2019 · Van Dam, Jared et al. · indexed
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Classification of Driver Distraction: A Comprehensive Analysis of Feature Generation, Machine Learning, and Input Measures ↗ · 2019 · McDonald, Anthony D. et al. · indexed
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The eyes know what you are thinking: Eye movements as an objective measure of mind wandering ↗ · 2011 · Uzzaman, Sarah et al. · indexed
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Mental workload is reflected in driver behaviour, physiology, eye movements and prefrontal cortex activation ↗ · 2018 · Foy, Hannah J. et al. · indexed
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Driver Distraction Detection Based on the True Driver’s Focus of Attention ↗ · 2022 · Huang, Tao et al. · indexed
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Predicting the Degree of Distracted Driving Based on fNIRS Functional Connectivity: A Pilot Study · 2022 · Ogihara, Takahiko et al. · archived
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The Impact of Mind‐Wandering on Driller's Situation Awareness in Drilling Operations: Based on SAGAT and EEG ↗ · 2025 · Hao, Su et al. · indexed
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Mind wandering minimizes mind numbing: Reducing semantic-satiation effects through absorptive lapses of attention ↗ · 2016 · Mooneyham, Benjamin W. et al. · indexed
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The effect of cell phone type on drivers subjective workload during concurrent driving and conversing ↗ · 2003 · Matthews, Roland et al. · indexed
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Measuring Mind Wandering During Online Lectures Assessed With EEG ↗ · 2021 · Conrad, Colin et al. · indexed
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Assessment of speech dialog systems using multi-modal cognitive load analysis and driving performance metrics ↗ · 2009 · Kleinschmidt, Tristan et al. · indexed
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How the deployment of visual attention modulates auditory distraction ↗ · 2019 · Marsh, John E. et al. · indexed
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MEASURING THE SPARE ‘MENTAL CAPACITY ’OF CAR DRIVERS BY A SUBSIDIARY TASK ↗ · 1961 · BROWN, I. D. et al. · indexed
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Dissociating the freely-moving thought dimension of mind-wandering from the intentionality and task-unrelated thought dimensions ↗ · 2020 · O’Neill, Kevin et al. · indexed
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Car-aoke: Vocal Performances Indicate Distraction Effects of In-Car Music ↗ · 2015 · Brodsky, Warren et al. · indexed
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Why the global availability of mind wandering necessitates resource competition: Reply to McVay and Kane (2010). ↗ · 2010 · Smallwood, Jonathan · 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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Temporal Impact on Cognitive Distraction Detection for Car Drivers using EEG ↗ · 2020 · Schneiders, Eike et al. · indexed
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Self-Regulation Minimizes Crash Risk from Attentional Effects of Cognitive Load during Auditory-Vocal Tasks ↗ · 2014 · Young, Richard · indexed
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Distracted by distractors: Eye movements in a dynamic inattentional blindness task ↗ · 2012 · Richards, Anne et al. · indexed
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Local use-dependent activity triggers mind wandering: Resource depletion or executive dysfunction? ↗ · 2021 · Jubera-García, Esperanza et al. · indexed
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Meta-awareness, mind-wandering, and the control of ‘default’ external and internal orientations of attention · 2024 · Christian, Isaac R. et al. · archived
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Who is prone to wander and when? Examining an integrative effect of working memory capacity and mindfulness trait on mind wandering under different task loads ↗ · 2018 · Ju, Yu-Jeng et al. · indexed
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Where Are Your Thoughts? On the Relationship between Technology Use and Mind Wandering ↗ · 2019 · Oschinsky, Frederike Marie et al. · indexed
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Mind wandering and executive functions: A conceptual replication of Kam & Handy (2014) ↗ · 2026 · Fazel, Mana et al. · indexed
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Driver distraction in an unusual environment: Effects of text-messaging in tunnels ↗ · 2013 · Rudin-Brown, Christina M. et al. · indexed
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Modeling safety risk perception due to mobile phone distraction among four wheeler drivers ↗ · 2017 · Rajesh, Raghunathan et al. · indexed
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TVAR modeling of EEG to detect audio distraction during simulated driving ↗ · 2014 · Dahal, Nabaraj et al. · indexed
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Mind Wandering Detection and Application of a Computer Game (Focus) as an Intervention to Return Attention During Readings ↗ · 2020 · Poudratchi, Samira et al. · indexed
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Detecting driver distraction using stimuli-response EEG analysis · 2019 · Bajwa, Garima et al. · archived
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Driver Distraction Monitoring and Adaptive Safety Warning Systems ↗ · 2008 · Hammoud, Riad I. et al. · indexed
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SAFECAR: A Brain–Computer Interface and intelligent framework to detect drivers’ distractions ↗ · 2022 · Martínez Beltrán, Enrique Tomás et al. · indexed
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Measuring linguistically-induced cognitive load during driving using the ConTRe task ↗ · 2013 · Demberg, Vera et al. · indexed
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The gap between inattentional blindness and attentional misdirection ↗ · 2010 · Memmert, Daniel · indexed
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Concurrent prospective memory task increases mind wandering during online reading for difficult but not easy texts · 2023 · Schurer, Teresa et al. · archived
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Fluctuating Minds: Spontaneous Psychophysical Variability during Mind-Wandering ↗ · 2016 · Henríquez, Rodrigo A. et al. · indexed
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Driver distraction detection by in-vehicle signal processing ↗ · 2014 · Im, Seongsu et al. · indexed
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Can talking on the phone keep the driver awake?: results of a field-study using telephoning as a countermeasure against fatigue while driving ↗ · 2011 · Jellentrup, Nina et al. · indexed
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Tracking the Dynamics of Mind Wandering: Insights from Pupillometry ↗ · 2018 · Pelagatti, Claudia et al. · indexed
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An automated behavioral measure of mind wandering during computerized reading ↗ · 2017 · Faber, Myrthe et al. · indexed
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Prevalence of and Factors Associated with Distraction Among Public Transit Bus Drivers ↗ · 2014 · Griffin, Russell et al. · indexed
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The impact of distractions on young adult drivers with attention deficit hyperactivity disorder (ADHD) ↗ · 2010 · Reimer, Bryan et al. · indexed
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Refixation Patterns of Mind-wandering during Real-world Scene Perception ↗ · 2020 · Zhang, Han et al. · indexed
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Migraine and attention to visual events during mind wandering ↗ · 2015 · Kam, Julia W. Y. et al. · indexed
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Can EEG Measurements be Used to Estimate the Performance of Taking over Control from an Autonomous Vehicle for Different Levels of Distracted Driving? An Explorative Study ↗ · 2022 · Van Miltenburg, Maykel M.P.G. et al. · indexed
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The nature of mind wandering during reading varies with the cognitive control demands of the reading strategy ↗ · 2013 · Moss, Jarrod et al. · indexed
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Mind Wandering and Task-Focused Attention: ERP Correlates · 2018 · Gonçalves, Óscar F. et al. · archived
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The effects of driving environment complexity and dual tasking on drivers’ mental workload and eye blink behavior ↗ · 2016 · Faure, Vérane et al. · indexed
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Driving performance during concurrent cell-phone use: are drivers aware of their performance decrements? ↗ · 2003 · Lesch, Mary F. et al. · indexed
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The Relationship between Inattentional Blindness, Inattentional Insensitivity, Situation Awareness, and Performance in a Driving Simulator ↗ · 2015 · Dattel, Andrew R. et al. · indexed
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Visual Thresholds Cannot Be Reliably Measured Without Controlling for Mind-Wandering ↗ · 2026 · Dürschmid, Stefan et al. · indexed
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Online Prediction of Driver Distraction Based on Brain Activity Patterns ↗ · 2015 · Wang, Shouyi et al. · indexed
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Degraded States of Engagement in Air Traffic Control ↗ · 2022 · Migliorini, Yannick et al. · indexed
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Detection and Recognition of Driver Distraction Using Multimodal Signals ↗ · 2022 · Das, Kapotaksha et al. · indexed
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Eye-Gaze Metrics for Cognitive Load Detection on a Driving Simulator ↗ · 2022 · Pillai, Prarthana et al. · indexed
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Mind wandering is not an obstacle, but a functional component of human learning ↗ · 2026 · Simor, Peter et al. · indexed
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Beyond guidance: It’s time to focus on the consequences of attentional capture ↗ · 2021 · Zivony, Alon · indexed
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Attentional lapses and mind wandering during the maintenance of visual attention over varying durations ↗ · 2026 · Zanesco, Anthony P. et al. · indexed
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Catching wandering minds with tapping fingers: Neural and behavioral insights into task-unrelated cognition ↗ · 2021 · Groot, Josephine Maria et al. · indexed
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Detecting and mitigating driver distraction with motion capture technology: Distracted driving warning system ↗ · 2013 · Gallahan, S. L. et al. · indexed
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Neurophysiological indicators of internal attention: an fMRI-eye-tracking co-registration study [preprint] ↗ · 2020 · Ceh, Simon M. et al. · indexed
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What Mind Wandering Reveals About Executive-Control Abilities and Failures ↗ · 2012 · Kane, Michael J. et al. · indexed
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The mind that wanders: Challenges and potential benefits of mind wandering in education. ↗ · 2016 · Pachai, Amy A. et al. · indexed
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The costs and benefits of mind-wandering: A review. ↗ · 2013 · Mooneyham, Benjamin W. et al. · indexed
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vmPFC damage reduces mind-wandering, but not other classes of off-task thought ↗ · 2026 · Ciaramelli, Elisa et al. · indexed
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Driven to discussion: engaging drivers in conversation with a digital assistant as a countermeasure to passive task‐related fatigue ↗ · 2018 · Large, David R. et al. · indexed
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Dissociable influences of implicit temporal expectation on attentional performance and mind wandering ↗ · 2019 · Massar, Stijn et al. · indexed
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The Role of Situation Criticality in Affecting the Effect of Cognitive Load on Drivers’ Brake responses: A Driving Simulator Based Study ↗ · 2020 · Xue, Qingwan et al. · indexed
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Real-Time Detection of Distracted Driving Behaviors Using Naturalistic Driving Study Data ↗ · 2023 · Ju, Yi et al. · indexed
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Effect of Secondary Tasks on Police Officer Cognitive Workload and Performance Under Normal and Pursuit Driving Situations ↗ · 2021 · Zahabi, Maryam et al. · indexed
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Does deep processing protect against mind wandering and other lapses of attention during learning? ↗ · 2024 · Unsworth, Nash et al. · indexed
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An investigation of inattentional blindness using gaze and frequency tagging. ↗ · 2023 · Hutchinson, Brendan T. et al. · indexed
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Mind wandering and attention during focused meditation: A fine-grained temporal analysis of fluctuating cognitive states ↗ · 2017 · Hasenkamp, Wendy et al. · indexed
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The Connection Between Mind Wandering, ADHD, and Level of Performance on an Attention Task ↗ · 2020 · Alali-Morlevy, Klodin et al. · indexed
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Wandering minds, sleepy brains: lapses of attention and local sleep in wakefulness ↗ · 2020 · Andrillon, Thomas et al. · indexed
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A Fuzzy-Logic Approach to Dynamic Bayesian Severity Level Classification of Driver Distraction Using Image Recognition · 2020 · Fasanmade, Adebamigbe et al. · archived
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A multi-faceted approach to understanding individual differences in mind-wandering ↗ · 2020 · Robison, Matthew K. et al. · indexed
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Local use-dependent activity triggers mind wandering: resource depletion or executive dysfunction? ↗ · 2020 · Jubera-Garcia, Esperanza et al. · indexed
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Inhibitory control and mind wandering; more difficult inhibition decreases mind wandering, within limits ↗ · 2026 · Whitfield, Tiahna et al. · indexed
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The effect of mind wandering on cognitive flexibility is mediated by boredom ↗ · 2022 · Deng, Yu-Qin et al. · indexed
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Color and brightness at work: Shedding some light on mind wandering ↗ · 2024 · Soltanzadeh, Soodabeh et al. · indexed
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Effect of Cognitive Load on Time Spent Offline during Wakefulness ↗ · 2023 · Wamsley, Erin J. et al. · indexed
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EEG-based brain functional connectivity during distracted driving ↗ · 2015 · Almahasneh, Hossam et al. · indexed
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Eye-Movement Markers of Mind-Wandering during Reading: A Meta-Analysis ↗ · 2024 · Mézière, Diane Caroline et al. · indexed
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Eyes on the road: brain computer interfaces and cognitive distraction in traffic ↗ · 2023 · Bosch, Victoria et al. · indexed
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Mind wandering about the beloved: self-reported distraction, task performance, and enjoyment ↗ · 2024 · Langeslag, Sandra J. E. et al. · indexed
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Eye-Movement Markers of Mind-Wandering during Reading: A Meta-Analysis ↗ · 2025 · Mézière, Diane Caroline et al. · indexed
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Quantifying the Impact of Spatial Disorientation on Pilot Mental Workload and Attentional Focus ↗ · 2025 · Evertsen, Fleur W. et al. · indexed
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Working memory load disrupts gaze-cued orienting of attention ↗ · 2015 · Bobak, Anna K. et al. · indexed
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Pupillometry reveals differences in the cognitive demands of interactive conversation versus passive listening ↗ · 2025 · Masters, Benjamin et al. · indexed
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No Effect of Preceding Smartphone Usage on Mind Wandering and Cognitive Performance ↗ · 2025 · Yildirim, Burak et al. · indexed
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Mind wandering as data augmentation: How mental travel supports abstraction ↗ · 2020 · Faber, Myrthe · indexed
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Dissociative absorption, mind‐wandering, and attention‐deficit symptoms: Associations with obsessive‐compulsive symptoms ↗ · 2018 · Soffer‐Dudek, Nirit · indexed
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Implicit Mentalising during Level-1 Visual Perspective-Taking Indicated by Dissociation with Attention Orienting ↗ · 2018 · Gardner, Mark et al. · indexed
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TL;DR: Longer Sections of Text Increase Rates of Unintentional Mind-Wandering ↗ · 2020 · Forrin, Noah D. et al. · indexed
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Mindfulness Training Improves Working Memory Capacity and GRE Performance While Reducing Mind Wandering ↗ · 2013 · Mrazek, Michael D. et al. · indexed
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Divided attention reduces resistance to distraction at encoding but not retrieval ↗ · 2016 · Weeks, Jennifer C. et al. · indexed
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When we cannot speak: Eye contact disrupts resources available to cognitive control processes during verb generation ↗ · 2016 · Kajimura, Shogo et al. · indexed
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Effects of distraction and focused attention on actual and perceived food intake in females with non-clinical eating psychopathology ↗ · 2011 · Long, Stacey et al. · indexed
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Subjective semantic surprise resulting from divided attention biases evaluations of an idea’s creativity ↗ · 2020 · Calic, Goran et al. · indexed
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Predicting Phonological Awareness: The Roles of Mind-Wandering and Executive Attention ↗ · 2024 · Yao, Cheng et al. · indexed
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Investigating the relationship between bilingualism, cognitive control, and mind wandering ↗ · 2016 · Shulley, Leah J. et al. · indexed
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Does Infographics Reduce Mind Wandering and Increase Attention? ↗ · 2025 · Mustapa Kamal, Mohd khairul Mustakim · indexed
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Distraction Impact of Concurrent Conversation on Event-Related Potential Based Brain-Computer Interfaces ↗ · 2024 · Kim, Minju et al. · indexed
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Looking around: comparing eye-tracking metrics among designers with and without ADHD during convergent and divergent thinking tasks ↗ · 2026 · Kimball, Rachel et al. · indexed
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Everyday attention and lecture retention: the effects of time, fidgeting, and mind wandering ↗ · 2013 · Farley, James et al. · indexed
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l -Theanine and caffeine improve target-specific attention to visual stimuli by decreasing mind wandering: a human functional magnetic resonance imaging study ↗ · 2018 · Kahathuduwa, Chanaka N. et al. · indexed
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Note-taking for the win: Doodling does not reduce boredom or mind-wandering, nor enhance attention or retention of lecture material ↗ · 2023 · Spencer-Mueller, Emily Krysten et al. · indexed
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Note-taking for the win: Doodling does not reduce boredom or mind-wandering, nor enhance attention or retention of lecture material ↗ · 2024 · Spencer-Mueller, Emily Krysten et al. · indexed
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Evaluating the effects of brief mindfulness practice on attentional control and episodic memory ↗ · 2024 · Namias, Jacob M. et al. · indexed
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The illusion of explanation: The experience of volition, mental effort, and mental imagery ↗ · 2004 · Pylyshyn, Zenon · indexed
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Divided Attention: Britain's Perception of a German Threat to Her Eastern Position in 1918 ↗ · 1993 · Schwarz, Benjamin · indexed