vigilance
Vigilance and the sustained-attention decrement in driving: the decline in detecting rare, infrequent events (a hazard, lead-vehicle braking) over a long monotonous drive. Sustained monitoring of low-event environments and the vigilance decrement — an attentional failure, distinct from sleepiness (drowsiness), discrete sleep events (microsleep), and prior sleep loss (sleep_deprivation).
Relevant standards
- SAE J3198 — Driver Drowsiness and Fatigue in the Safe Operation of Vehicles - Definition of Terms and Concepts
Also in Fatigue & Alertness
- drowsiness1605
- sleep deprivation794
- time on task649
- microsleep514
- shift work driving371
- circadian factors282
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.
- subjective scale kss210
- eeg117
- respiration116
- subjective scale other99
808 paper(s) · ranked by relevance to this topic
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Driving performance impairments due to hypovigilance on monotonous roads · 2011 · Larue, Grégoire S. et al. · archived
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The vigilance decrement: its first 75 years · 2025 · Klein, Raymond M. et al. · archived
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Driver Vigilance in Automated Vehicles: Hazard Detection Failures Are a Matter of Time ↗ · 2018 · Greenlee, Eric T. et al. · indexed
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Boring But Demanding: Using Secondary Tasks to Counter the Driver Vigilance Decrement for Partially Automated Driving ↗ · 2023 · Mishler, Scott et al. · indexed
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Memory Load and Event Rate Control Sensitivity Decrements in Sustained Attention ↗ · 1979 · Parasuraman, Raja · indexed
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Assessing Drivers’ Vigilance State During Monotonous Driving · 2007 · Schmidt, Eike A et al. · archived
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Underload on the Road: Measuring Vigilance Decrements During Partially Automated Driving · 2021 · McWilliams, Thomas et al. · archived
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Psychometric Curves Reveal Three Mechanisms of Vigilance Decrement ↗ · 2021 · McCarley, Jason S. et al. · indexed
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A critical examination of the evidence for sensitivity loss in modern vigilance tasks. ↗ · 2016 · Thomson, David R. et al. · indexed
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Vigilance Decrement and Passive Fatigue Caused by Monotony in Automated Driving ↗ · 2015 · Körber, Moritz et al. · indexed
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Understanding vigilance and its decrement: theoretical, contextual, and neural insights ↗ · 2025 · Hemmerich, Klara et al. · indexed
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Vigilance decrement during the on-the-road driving tests: The importance of time-on-task in psychopharmacological research ↗ · 2012 · Verster, Joris C. et al. · indexed
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Individual Susceptibility to Vigilance Decrement in Prolonged Assisted Driving Revealed by Alert-State Wearable EEG Assessment ↗ · 2023 · Seet, Manuel et al. · indexed
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Variations of the level of vigilance and of behavioural activities during simulated automobile driving ↗ · 2001 · Rogé, Joceline et al. · indexed
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Beyond detection rate: understanding the vigilance decrement using signal detection theory · 2025 · Skinner, Henri Etel et al. · archived
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The Vigilance Decrement is Not Only About Sensitivity ↗ · 2023 · Skinner, Henri Etel et al. · indexed
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Physiological Measurements of Vigilance: A Systematic Review ↗ · 2022 · Mehrabi, Elaheh et al. · indexed
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Effects of Prolonged Monotonous Driving on Lane Change Performance, Visual Attention, and Highway Control · 2026 · Sahar, Tayyaba et al. · archived
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Drivers’ misjudgement of vigilance state during prolonged monotonous daytime driving ↗ · 2009 · Schmidt, Eike A. et al. · indexed
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The influence of switching task goals on driver’s vigilance decrement · 2019 · Kinosada, Yasunori · archived
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On or Off Topic: Secondary Task Relevance, Visual Input, and the Vigilance Decrement ↗ · 2023 · Schwartz, Brendan et al. · indexed
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Driver Vigilance Decrement is More Severe During Automated Driving than Manual Driving ↗ · 2022 · Greenlee, Eric T. et al. · indexed
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Reducing the vigilance decrement: The effects of perceptual variability ↗ · 2015 · Thomson, David R. et al. · indexed
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Target Probability, Response Demands, and the Vigilance Decrement ↗ · 2025 · Skinner, Henri Etel et al. · indexed
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Covert Orienting of Attention Controls Vigilance Decrement at Low Event Rate ↗ · 1994 · Bahri, Toufik · indexed
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Validation of Vigilance Decline Capability in A Simulated Test Environment: A Preliminary Step Towards Neuroadaptive Control · 2024 · Mahu, Andra et al. · archived
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Examining the Role of Task Requirements in the Magnitude of the Vigilance Decrement ↗ · 2018 · Gartenberg, Daniel et al. · indexed
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Neural signatures of vigilance decrements predict behavioural errors before they occur ↗ · 2021 · Karimi-Rouzbahani, Hamid et al. · indexed
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Deconstructing the Vigilance Decrement: Changes in Bias, Lapse rate, and Guess Rate, But Not Sensitivity ↗ · 2025 · McCarley, Jason S. et al. · indexed
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Oculomotor changes due to road events during prolonged monotonous simulated driving ↗ · 2005 · Campagne, A. et al. · indexed
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Real-time performance modelling of a Sustained Attention to Response Task ↗ · 2010 · Larue, Grégoire S. et al. · indexed
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Psychophysiological investigation of vigilance decrement: Boredom or cognitive fatigue? ↗ · 2008 · Pattyn, Nathalie et al. · indexed
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Relationship of Event-Related Potentials to the Vigilance Decrement ↗ · 2018 · Haubert, Ashley et al. · indexed
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Examining attentional and memory mechanisms of the vigilance decrement with event-related potentials ↗ · 2022 · Morris, Megan B. et al. · indexed
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An Absence of Vigilance Decrement in a Complex Dynamic Task ↗ · 1998 · Moray, Neville et al. · indexed
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Anticipation of Monetary Reward Can Attenuate the Vigilance Decrement ↗ · 2016 · Esterman, Michael et al. · indexed
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Brief and rare mental “breaks” keep you focused: Deactivation and reactivation of task goals preempt vigilance decrements ↗ · 2011 · Ariga, Atsunori et al. · indexed
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Control and Automatic Processing During Tasks Requiring Sustained Attention: A New Approach to Vigilance ↗ · 1981 · Fisk, Arthur D. et al. · indexed
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Correlation between Vigilance Level and Driving Performance: Influence of the Driving Duration and Circadian Rhythm ↗ · 2019 · Wang, Lian-Zhen et al. · indexed
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Monotony of road environment and driver fatigue: a simulator study ↗ · 2003 · Thiffault, Pierre et al. · indexed
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The Vigilance Decrement Reflects Limitations in Effortful Attention, Not Mindlessness ↗ · 2003 · Grier, Rebecca A. et al. · indexed
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Vigilance Decrement During On-Road Partially Automated Driving Across Four Systems · 2023 · Strayer, David L. · archived
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Potential for driver attention monitoring system development · 1985 · Bishop, H. et al. · archived
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The role of memory representation in the vigilance decrement · 2004 · Caggiano, Daniel M. et al. · archived
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Beyond the Vigilance End-Spurt with Event-Related Potentials ↗ · 2020 · Morris, Megan B. et al. · indexed
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Does the Vigilance Decrement Occur for Elementary Features? ↗ · 2018 · DeLucia, Patricia R. et al. · indexed
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A vigilance decrement comes along with an executive control decrement: Testing the resource-control theory ↗ · 2022 · Luna, Fernando G. et al. · indexed
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The Effects of Countermeasures for Preventing Vigilance Decrement During Manual and Automated Driving ↗ · 2025 · Murata, Atsuo et al. · indexed
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Modeling the Vigilance Decrement in a Two-Boundary Signal Detection Task ↗ · 2025 · Munoz Gomez Andrade, Fernando et al. · indexed
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Modeling the Vigilance Decrement in a Two-Boundary Signal Detection Task ↗ · 2026 · Muñoz Gómez Andrade, Fernando et al. · indexed
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Sustained Visual Attention during Simultaneous and Successive Vigilance Tasks ↗ · 2001 · Desmond, P.A. et al. · indexed
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Effect of Task Demands on Elementary Features in Vigilance ↗ · 2023 · Lui, Tiffany G. et al. · indexed
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Modeling the Vigilance Decrement in a Two-Boundary Signal Detection Task ↗ · 2026 · Hankey, Kayla R. et al. · indexed
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Deconstructing the vigilance decrement: Changes in bias, lapse rate, and guess rate, but not sensitivity ↗ · 2026 · McCarley, Jason S. et al. · indexed
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Modeling Sensor-based Vigilance Decrement in the Healthcare Environment ↗ · 2024 · Li, Jiaxin et al. · indexed
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Engaging the human operator: a review of the theoretical support for the vigilance decrement and a discussion of practical applications ↗ · 2019 · Neigel, Alexis R. et al. · indexed
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Spatiotemporal Characteristics of Event-Related Potentials Triggered by Unexpected Events during Simulated Driving and Influence of Vigilance ↗ · 2021 · Seo, Pukyeong et al. · indexed
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Behavioural Reactivation and Subjective Assessment of the State of Vigilance—Application to Simulated Car Driving ↗ · 2006 · Bonnefond, Anne et al. · indexed
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The ANTI-Vea task: analyzing the executive and arousal vigilance decrements while measuring the three attentional networks ↗ · 2021 · Luna, Fernando G. et al. · indexed
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Individual differences in vigilance: Implications for measuring sustained attention and its association with other cognitive abilities and psychological constructs ↗ · 2019 · Robison, Matthew Kyle et al. · indexed
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Event-related cerebral hemodynamics reveal target-specific resource allocation for both “go” and “no-go” response-based vigilance tasks ↗ · 2013 · Shaw, Tyler H. et al. · indexed
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The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving ↗ · 2018 · Ma, Jinfei et al. · indexed
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Driving Fatigue and Performance among Occupational Drivers in Simulated Prolonged Driving · 2010 · Seen, Kee Sze et al. · archived
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Cerebral Blood Flow Velocity and Subjective State as Indices of Resource Utilization during Sustained Driving ↗ · 2008 · Reinerman, Lauren E. et al. · indexed
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Psychometric curves reveal changes in bias, lapse rate, and guess rate in an online vigilance task ↗ · 2023 · Gyles, Shannon P. et al. · indexed
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The degradation on task goal representations in the vigilance decrement · 2010 · ARIGA, Atsunori et al. · archived
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Potential for driver attention monitoring system development · 1984 · NHTSA · archived
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A Strategically Timed Verbal Task Improves Performance and Neurophysiological Alertness During Fatiguing Drives · 2013 · Atchley, Paul et al. · archived
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Mapping between cognitive theories and psycho-physiological models of attention system performance ↗ · 2023 · Guidetti, Oliver A et al. · indexed
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Interactions between endogenous and exogenous attention during vigilance ↗ · 2009 · MacLean, Katherine A. et al. · indexed
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Driver inattention and highway safety · 1985 · Sussman, E. D. et al. · archived
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Detection of Driver Fatigue Caused by Sleep Deprivation · 2009 · Yang, Ji Hyun et al. · archived
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The multitasking motorist and the attention economy · 2021 · Strayer, DL et al. · archived
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An ACT-R Process Model of the Signal Duration Phenomenon of Vigilance ↗ · 2014 · Gartenberg, Daniel et al. · indexed
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Measurement of Control Skills, Vigilance, and Performance on a Subsidiary Task during 12 Hours of Car Driving ↗ · 1967 · BROWN, I. D. et al. · indexed
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Examining Driver Vigilance in Partially Automated Vehicles: The Impact of Push Notifications ↗ · 2025 · Proskurin, Aleksei V. et al. · indexed
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Feature absence–presence and two theories of lapses of sustained attention ↗ · 2010 · Helton, William S. et al. · indexed
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Predicting Reduced Driver Alertness on Monotonous Highways · 2015 · Larue, Gregoire S. et al. · archived
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The development and validation of a short-duration sustained visual search task for process control environments ↗ · 2021 · Sturman, Daniel et al. · indexed
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Signal Detection Theory and Probability Matching Apply to Vigilance ↗ · 1985 · Craig, Angus · indexed
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Executive and arousal vigilance decrement in the context of the attentional networks: The ANTI-Vea task ↗ · 2018 · Luna, Fernando Gabriel et al. · indexed
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An examination of sustained attention during complex multitasking scenarios · 2025 · Rann, Jonathan C. et al. · archived
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Signal Detection Theory and Probability Matching Apply to Vigilance ↗ · 1987 · Craig, Angus · indexed
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Vigilance decrement and mind-wandering in sustained attention tasks: Two sides of the same coin? · 2023 · Martínez-Pérez, Víctor et al. · archived
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Divergent response-time patterns in vigilance decrement tasks. ↗ · 2020 · Rubinstein, Joshua S. · indexed
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Monotonous Driving Environment along Highway and Driver Behaviour in Malaysia: A Review · 2021 · Zainon, M. et al. · archived
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Role of Monotonous Attention in Traffic Violations, Errors, and Accidents · 2001 · Sümer, Nebi et al. · archived
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Prolonged Performance in a Multi-Sensory Vigilance Task on a Web-based Survey Hosting Program ↗ · 2020 · Wilson, Bridget et al. · indexed
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Simulating a vigilance task: Extensible technology for baggage security assessment and training ↗ · 2010 · Hubal, Robert 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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Using Engagement to Negate Vigilance Decrements in the NextGen Environment ↗ · 2012 · Pop, Vlad L. et al. · indexed
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Effects of Task Type and Stimulus Heterogeneity on the Event Rate Function in Sustained Attention ↗ · 1987 · Lanzetta, Thomas M. et al. · indexed
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Perceptual and attentional factors in detection of driving-relevant visual events ↗ · 2017 · Rosenholtz, Ruth et al. · indexed
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Reduced Attention Allocation during Short Periods of Partially Automated Driving: An Event-Related Potentials Study · 2017 · Solís-Marcos, Ignacio et al. · archived
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Correlation between driving errors and vigilance level: influence of the driver's age ↗ · 2004 · Campagne, Aurelie et al. · indexed
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Vigilance on the move: video game-based measurement of sustained attention ↗ · 2014 · Szalma, J.L. et al. · indexed
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Effects of acute or cumulative 8-hour sleep loss on simulated driving in a naturalistic, monotonous night-time setting: a randomized, controlled, crossover trial · 2026 · Lakämper, Stefan et al. · archived
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Vehicle-Based Drowsy Driver Detection: Current Status and Future Prospects · 1994 · Knipling, Ronald R. et al. · archived
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Further Evidence That Sleep Deprivation Effects and the Vigilance Decrement Are Functionally Equivalent: Comment on Altmann (2018) ↗ · 2018 · Gunzelmann, Glenn et al. · indexed
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Practice Effects and Signal Detection Indices in an Auditory Vigilance Task ↗ · 1969 · Hatfield, Jimmy L. et al. · indexed
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Wertheim’s hypothesis on ‘highway hypnosis’: empirical evidence from a study on motorway and conventional road driving ↗ · 2004 · Cerezuela, Gemma Pastor et al. · indexed
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Driving Vigilance Simulator Test · 1990 · Haraldsson, Per‐Olle et al. · archived
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Stationary gaze entropy predicts lane departure events in sleep-deprived drivers · 2018 · Shiferaw, Brook et al. · archived
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Vehicle-Based Drowsy Driver Detection: Current Status And Future Prospects · 1994 · NHTSA · archived
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Driving Fatigue Onset and Visual Attention: An Electroencephalography-Driven Analysis of Ocular Behavior in a Driving Simulation Task · 2024 · Giorgi, Andrea et al. · archived
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An Investigation of Factors Affecting Driver Alertness · 1970 · Sussman, E. Donald et al. · archived
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Attentuation of the Vigilance Decrement through Stimulation in a Second Modality ↗ · 1968 · Randel, Josephine M. · indexed
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Neuroergonomics and Vigilance: Probing the Event-Related Cerebral Hemodynamic Response ↗ · 2019 · Greenlee, Eric T. et al. · indexed
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Driver performance in the moments surrounding a microsleep · 2008 · Boyle, LN et al. · archived
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The Effect of Increased Monitoring Load on Vigilance Performance using a Simulated Radar Display ↗ · 1979 · THACKRAY, RICHARD I. et al. · indexed
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Driver vigilance level detection systems: a literature survey ↗ · 2015 · Dababneh, Laith et al. · indexed
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Guardian of Awake Journeys: A Real-Time Drowsiness Monitoring System for Automotive Drivers ↗ · 2025 · Babu, S. Dilli et al. · indexed
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Effects of Signal Probability on Individual Differences in Vigilance ↗ · 1998 · Methot, Laura L. et al. · indexed
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The Origins of Passive, Active, and Sleep-Related Fatigue · 2021 · Chong, Steven D. et al. · archived
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Analysis of the impact of acoustic stimulation on vigilance decrement and drowsiness on expressways ↗ · 2025 · Shiomi, Yasuhiro et al. · indexed
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EEG-based Assessment of Long-Term Vigilance and Lapses of Attention using a User-Centered Frequency-Tagging Approach · 2024 · Ladouce, S. et al. · archived
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P53 Vigilance Decrement and the impact of sleepiness and hypersomnolence on a student population ↗ · 2023 · Burrows, Katrina et al. · indexed
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EEG-based assessment of long-term vigilance and lapses of attention using a user-centered frequency-tagging approach · 2025 · Ladouce, S et al. · archived
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Preventing the risks of monotony related fatigue while driving through gamification · 2019 · Bier, Lukas et al. · archived
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Processing Demands, Effort, and Individual Differences in Four Different Vigilance Tasks ↗ · 1989 · Koelega, Harry S. et al. · indexed
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The Abbreviated Vigilance Task and Its Attentional Contributors ↗ · 2019 · Craig, Curtis M. et al. · indexed
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Effects of Head Restraint on Signal Detectability in Simultaneous and Successive Vigilance Tasks ↗ · 1987 · Warm, Joel S. et al. · indexed
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An Assessment of Driver Drowsiness, Distraction, and Performance in a Naturalistic Setting · 2011 · Barr, Lawrence et al. · archived
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In-Vehicle Drowsy Driving Detection and Alerting [Traffic Tech] · 2023 · Blenner, Jordan A · archived
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Sensitivity of driving simulation to sleep deprivation: effect of task duration ↗ · 2025 · Meyer, Morgane et al. · indexed
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The Effects of Signal Salience and Caffeine on Performance, Workload, and Stress in an Abbreviated Vigilance Task ↗ · 2000 · Temple, Jon G. et al. · indexed
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The impact of non-driving related tasks on the development of driver sleepiness and takeover performances in prolonged automated driving ↗ · 2023 · Pan, Hengyan et al. · indexed
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Supervising is not the same as driving: the influence of the interaction between driving modality and time-on-driving on stationary gaze entropy during long, monotonous drive ↗ · 2023 · Di Stasi, Leandro Luigi et al. · indexed
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Optimizing Driver Vigilance Recognition: Examining the Characterization and Cumulative Effect of Physiological Signals Across Manual and Automated Driving and Durations ↗ · 2024 · Guo, Mingyang et al. · indexed
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The EEG correlates and dangerous behavioral consequences of drowsy driving after a single night of mild sleep deprivation ↗ · 2022 · Gibbings, A. et al. · indexed
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SLEEP DEPRIVATION EFFECTS ON COMPONENTS OF DRIVING BEHAVIOR ↗ · 1958 · Forbes, T. W. et al. · indexed
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Cognitive load mitigates the executive but not the arousal vigilance decrement ↗ · 2022 · Luna, Fernando G. 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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Towards the development of design guidelines handbook for driver hypovigilance detection and warning - the AWAKE approach ↗ · 2004 · Bekiaris, E.D. · indexed
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The Effects of Driving Situation on Sleepiness Indicators after Sleep Loss: A Driving Simulator Study · 2009 · ANUND, Anna et al. · archived
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An Exploration of the Feasibility of Functional Near-Infrared Spectroscopy as a Neurofeedback Cueing System for the Mitigation of the Vigilance Decrement ↗ · 2017 · Hancock, Gabriella M. · indexed
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The Effects of Fatigue and Alcohol on Highway Safety · 1981 · Ryder, Joan M. et al. · archived
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Frequent lapses of responsiveness during an extended visuomotor tracking task in non‐sleep‐deprived subjects ↗ · 2006 · PEIRIS, MALIK T. R. et al. · indexed
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Monitoring an Automated System for a Single Failure: Vigilance and Task Complexity Effects ↗ · 1996 · MOLLOY, ROBERT et al. · indexed
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Hypovigilance warning system: A review on driver alerting techniques ↗ · 2011 · Arun, S et al. · indexed
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Challenges to the Mindlessness Model of Vigilance through Signal Regularity ↗ · 2003 · Helton, William S. 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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Vigilance, boredom proneness and detection time of a malfunction in partially automated driving ↗ · 2015 · Korber, Moritz et al. · indexed
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Influence of age, speed and duration of monotonous driving task in traffic on the driver’s useful visual field ↗ · 2004 · Rogé, Joceline et al. · indexed
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Effects of state motivation in overload and underload vigilance task scenarios ↗ · 2019 · Neigel, Alexis R. et al. · indexed
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The Impact of Eccentricity within Visual Vigilance Displays ↗ · 2024 · Azubike, Chidera O. et al. · indexed
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Safety in numbers: Target prevalence affects the detection of vehicles during simulated driving · 2014 · Beanland, Vanessa et al. · archived
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Changes in response criterion and lapse rate as general mechanisms of vigilance decrement: The implications of memory fidelity in vigilance tasks. Commentary on McCarley & Yamani, 2021 ↗ · 2022 · Román-Caballero, Rafael et al. · indexed
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Temporal variation in the luminance level of stimuli displayed on a cathode-ray tube monitor: effects on performance on a visual vigilance task ↗ · 2000 · Blanco, Manuel J. et al. · indexed
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Task Engagement and the Vigilance Decrement Revisited: Expanding Upon the Work of Joel S. Warm Using a Semantic Vigilance Paradigm ↗ · 2019 · Neigel, Alexis R. et al. · indexed
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Effects of Partial and Total Sleep Deprivation on Driving Performance · 1995 · Peters, Robert D. et al. · archived
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Visual Sustained Attention: Image Degradation Produces Rapid Sensitivity Decrement Over Time ↗ · 1983 · Nuechterlein, Keith H. et al. · indexed
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Comparative sensitivity of a simulated driving task to self-report, physiological, and other performance measures during prolonged wakefulness ↗ · 2005 · Arnedt, J. Todd et al. · indexed
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Testing though-probe frequency for measuring mind-wandering along with vigilance and cognitive control loss: a study with the ANTI-Vea task ↗ · 2026 · Aguirre, María Julieta et al. · indexed
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The Effects of Fatigue and Alcohol on Highway Safety · 1981 · Ryder, Joan M. et al. · archived
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Effects of Partial and Total Sleep Deprivation On Driving Performance · 1999 · Peters, Robert D. et al. · archived
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Feeling sleepy? stop driving—awareness of fall asleep crashes · 2023 · Anderson, Clare et al. · archived
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Exploring Monitoring Systems Data for Driver Distraction and Drowsiness Research ↗ · 2020 · Lobo, António et al. · indexed
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Cognitive components of simulated driving performance: Sleep loss effects and predictors ↗ · 2012 · Jackson, Melinda L. et al. · indexed
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Effects of prolonged truck driving on drive safety based on real road driving ↗ · 2011 · Liu, Xiang et al. · indexed
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Precursor Systems Analyses of Automated Highway Systems. Automated Check Out · 1995 · NHTSA · archived
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Analysis of Head Micromovements and Body Posture for Vigilance Decrement Assessment · 2024 · Rossi, Dario et al. · archived
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Detecting and Quantifying Mind Wandering during Simulated Driving · 2017 · Baldwin, Carryl L. et al. · archived
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Approaches for loss of vigilance in vehicle automation: a meta-analytical study ↗ · 2017 · Gonçalves, Rafael Cirino et al. · indexed
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Development of a Monitoring System for Driver Readiness in Prolonged Automated Driving · 2024 · Deb, Shuchisnigdha et al. · archived
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Driver Drowsiness Detection Using Subsidiary Task and Driving Performance Measures ↗ · 1986 · Hardee, H. Lenora et al. · indexed
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P090 The Effect of Workload, Sleep Deprivation and Time of Day on Simulated Driving Performance ↗ · 2021 · Marando, I et al. · indexed
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Task-induced fatigue states and simulated driving performance ↗ · 2002 · Matthews, Gerald et al. · indexed
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Effects of Automation Reliability on Driver Vigilance ↗ · 2024 · Millard, Ashley S. 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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Mind the road: attention related neuromarkers during automated and manual simulated driving captured with a new mobile EEG sensor system · 2025 · Scanlon, Joanna Elizabeth Mary et al. · archived
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Influences of Combined Use of Level 2 Automated Driving and Manual Driving on Vigilance Decrements in Long Time Driving · 2022 · Yoshiyama, Kohei et al. · archived
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Assessment of a drowsy driver warning system for heavy-vehicle drivers : final report · 2009 · Blanco, Myra et al. · archived
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Effects of sleep deprivation and hazard types on the hazard perception of young novice drivers: An ERP study ↗ · 2024 · Sun, Long et al. · indexed
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Analysis of driver vigilance under special conditions of Qinghai-Tibet ↗ · 2020 · Guo, Zhongyin et al. · indexed
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Physiological markers of vigilance variation in a supervisory task · 2022 · Maille, Nicolas et al. · archived
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The effect of prolonged conditionally automated driving on fatigue, physiological activity, and takeover performance: a driving simulator experiment ↗ · 2026 · Coyne, Rory et al. · indexed
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The Effect of Signal Rate on Performance in Two Kinds of Vigilance Task ↗ · 1968 · Mackworth, Jane F. · indexed
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Is the Vigilance Decrement Simply a Response Adjustment Towards Probability Matching? ↗ · 1978 · Craig, Angus · indexed
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Modality Changes in Vigilance Displays: Further Evidence of Supramodal Resource Depletion in Vigilance ↗ · 2022 · Greenlee, Eric T. et al. · indexed
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Temporal changes in ERP amplitudes during sustained performance of the Attention Network Test ↗ · 2022 · Kustubayeva, Almira et al. · indexed
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Impacts of sleep deprivation on vigilance, fatigue, and performance during simulated train driving ↗ · 2018 · Theresia, Clara et al. · indexed
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Auditory spatial attention gradients and cognitive control as a function of vigilance ↗ · 2021 · Golob, Edward J. et al. · indexed
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A 2-D Vigilance Estimation Method for High-Speed Rail Drivers With Multimodal Sensors ↗ · 2024 · Pan, Yufan et al. · indexed
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Effects of breaks and goal switches on the vigilance decrement ↗ · 2014 · Ross, Hayden A. et al. · indexed
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In-vehicle Drowsy Driving Detection and Alerting · 2023 · Gaspar, John G et al. · archived
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Effect of road geometry on driver fatigue in monotonous environments: A simulator study ↗ · 2018 · Farahmand, Behzad et al. · indexed
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Extended Abstract: Utilizing Event Rate As a Manipulation of Task Difficulty in Vigilance ↗ · 2017 · Claypoole, Victoria L. 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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Signal regularity and the mindlessness model of vigilance ↗ · 2005 · Helton, William S. et al. · indexed
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Advanced Driver Fatigue Research · 2008 · NHTSA · archived
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Active and passive fatigue in simulated driving: Discriminating styles of workload regulation and their safety impacts. · 2013 · Saxby, Dyani et al. · archived
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Implications of task-induced fatigue effects for in-vehicle countermeasures to driver fatigue ↗ · 1997 · Desmond, Paula A. et al. · indexed
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No Evidence That Sleep Deprivation Effects and the Vigilance Decrement Are Functionally Equivalent: Comment on Veksler and Gunzelmann (2017) ↗ · 2017 · Altmann, Erik M. · indexed
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Recent theoretical, neural, and clinical advances in sustained attention research · 2017 · Fortenbaugh, Francesca C. et al. · archived
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Relation between time to falling asleep behind the wheel on a closed track and changes in subsidiary reaction time during prolonged driving on a motorway ↗ · 1986 · Lisper, Hans–Olof et al. · indexed
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Supervision of a self-driving vehicle unmasks latent sleepiness relative to manually controlled driving ↗ · 2021 · Flynn-Evans, Erin E. et al. · indexed
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The Thresholds of Greening Unit Serving Set as an Arousal Task Based on EEG and Eye Movement · 2021 · ZHANG, Yu-Le et al. · archived
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Functional Equivalence of Sleep Loss and Time on Task Effects in Sustained Attention ↗ · 2017 · Veksler, Bella Z. et al. · indexed
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Comparing Methods of Detecting Mind Wandering While Driving · 2017 · Barragan, Daniela et al. · archived
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Wireless and Wearable EEG System for Evaluating Driver Vigilance ↗ · 2014 · Lin, Chin‐Teng et al. · indexed
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Phasic Not Tonic Pupillary Responses Vary With Auditory Vigilance Performance ↗ · 1982 · Beatty, Jackson · indexed
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Enhancing the Vigilance of Car Drivers:a Review on Fatigue Caused by the Driving Task and Possible Countermeasures · 2020 · van Veen, Sigrid et al. · archived
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Using Cool Stimulation as a Strategy to Keep High Vigilance Level of High-Speed Railway Driver ↗ · 2025 · Guo, Zizheng et al. · indexed
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Distinct oculomotor signatures for task disengagement and reduction in vigilance during a supervisory task ↗ · 2026 · Ficarella, Stefania C. et al. · indexed
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Fatigue during Prolonged Simulated Driving: An Electroencephalogram Study · 2022 · Zuraida, Rida et al. · archived
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Loudness of In-Vehicle auditory Warnings: Sustained counteraction of task-related driver fatigue and individual differences in alertness maintenance ↗ · 2026 · Wu, Mengjiao et al. · indexed
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Hazard perception in novice and experienced drivers: The effects of sleepiness · 2009 · Smith, Simon S. et al. · archived
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Gamma Oscillations Index Sustained Attention in a Brief Vigilance Task ↗ · 2021 · Borghetti, Lorraine et al. · indexed
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Using EEG to detect lapses in sustained attention to moving stimuli ↗ · 2026 · Lowe, Benjamin G. et al. · indexed
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Vigilance Estimation Using a Wearable EOG Device in Real Driving Environment ↗ · 2020 · Zheng, Wei-Long et al. · indexed
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0498 Monitoring Vigilance Decrement in Physicians-in-Training Using Wearable Sensors ↗ · 2025 · Kim, Ji-Eun et al. · indexed
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Pupillometry and the vigilance decrement: Task‐evoked but not baseline pupil measures reflect declining performance in visual vigilance tasks ↗ · 2022 · Martin, Joel T. et al. · indexed
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Comparison of sustained attention assessed by auditory and visual psychomotor vigilance tasks prior to and during sleep deprivation ↗ · 2010 · JUNG, CHRISTOPHER M. et al. · indexed
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Testing thought-probe frequency for measuring mind-wandering along with vigilance and cognitive control loss: A study with the ANTI-Vea task ↗ · 2025 · Aguirre, María Julieta et al. · indexed
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Using EEG to Detect Lapses in Sustained Attention to Moving Stimuli · 2025 · Lowe, Benjamin G. et al. · archived
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Pupillometry and the vigilance decrement: Task-evoked but not baseline pupil measures reflect declining performance in visual vigilance tasks ↗ · 2021 · Martin, Joel T. et al. · indexed
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EEG Information Transfer Changes in Different Daily Fatigue Levels During Drowsy Driving · 2024 · Huang, Kuan-Chih et al. · archived
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Electroencephalography Sample Entropy of Driver Passive Fatigue Threshold in Automated Driving · 2021 · Zhang, Yijing et al. · archived
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Measures and Interpretations of Vigilance Performance: Evidence against the Detection Criterion ↗ · 1998 · Balakrishnan, J. D. · indexed
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The Rate of Gain of Perceived Workload in Sustained Attention ↗ · 1993 · Dember, William N. et al. · indexed
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How to measure monotony-related fatigue? A systematic review of fatigue measurement methods for use on driving tests ↗ · 2018 · Bier, Lukas et al. · indexed
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The on-road experiences and awareness of sleepiness in a sample of Australian highway drivers: A roadside driver sleepiness study ↗ · 2015 · Watling, Christopher N. et al. · indexed
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Cerebral Hemovelocity and the Sustained Attention to Response Task (SART) ↗ · 2012 · Funke, Gregory et al. · indexed
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Simulated car driving in fMRI—Cerebral activation patterns driving an unfamiliar and a familiar route ↗ · 2009 · Mader, Mandy et al. · indexed
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EEG-Based Index for Timely Detecting User’s Drowsiness Occurrence in Automotive Applications ↗ · 2022 · Di Flumeri, Gianluca et al. · indexed
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Adaptive Driver Vigilance Surveillance System · 2025 · Bodhale, U.N. et al. · archived
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Sensitivity to stimulus similarity is associated with greater sustained attention ability ↗ · 2018 · Rothlein, David et al. · indexed
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Real-time Alarm Monitoring System for Detecting Driver Fatigue in Wireless Areas · 2017 · Fu, Rongrong et al. · archived
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A drowsiness detection using smart sensors during driving and smart message alert system to avoid accidents ↗ · 2022 · Vinoth, T. et al. · indexed
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Automatic driver sleepiness detection using EEG, EOG and contextual information ↗ · 2019 · Barua, Shaibal et al. · indexed
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Value-driven attentional capture prevents commission errors in real time ↗ · 2026 · Shelat, Shivang et al. · indexed
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Anodal tDCS Over the Left Frontal Eye Field Improves Sustained Visual Search Performance ↗ · 2022 · Gan, Tian et al. · indexed
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THE EFFECT OF ‘UNWANTED’ SIGNALS ON PERFORMANCE IN A VIGILANCE TASK ↗ · 1961 · COLQUHOUN, W. V. · indexed
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Strategy and motivation, rather than fatigue, drive age-related differences in sustained attention performance: Evidence for decoupled beta-band oscillations ↗ · 2025 · Hanzal, Simon et al. · indexed
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G8-2 Development of a Vigilance Test for High Mental Workload ↗ · 2017 · Huang, Ying-Yin et al. · indexed
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Driver Sleepiness-Related Problems, Health Status, and Prolonged Driving Among Professional Heavy-Vehicle Drivers ↗ · 2000 · Hakkanen, Helina et al. · indexed
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Attention and Driving Skills in Aging and Alzheimer's Disease ↗ · 1991 · Parasuraman, Raja et al. · indexed
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An Improved Driver Drowsiness Detection using Haar Cascade Classifier ↗ · 2023 · S. Saranya, S. et al. · indexed
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A non-invasive approach to detect drowsiness in a monotonous driving environment ↗ · 2014 · Awais, Muhammad et al. · indexed
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A multimodal analysis of sustained attention in younger and older adults ↗ · 2021 · Robison, Matthew Kyle et al. · indexed
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Experimental investigation on the performance of drowsiness manipulation using driving simulators ↗ · 2016 · Nazeem, K. Masha et al. · indexed
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Performance and Physiological Arousal during Two Vigilance Tasks Varying in Signal Presentation Rate ↗ · 1966 · Stern, Robert M. · indexed
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Drowsiness Detection for Life-Saving – A Hidden Continuous Monitoring System for use in Road Vehicles ↗ · 2026 · Douzi, Ahmed et al. · indexed
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Intensive Meditation Training Improves Perceptual Discrimination and Sustained Attention ↗ · 2010 · MacLean, Katherine A. et al. · indexed
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Driving Frequency Modulates Correlations Between Executive Functions and Driving Performance: A Driving Simulator Study ↗ · 2023 · Lo, Yu-Hui et al. · indexed
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Physiological signal analysis for fatigue level of experienced and inexperienced drivers ↗ · 2016 · Li, Rui et al. · indexed
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Cue‐Based Processing Capacity, Cognitive Load and the Completion of Simulated Short‐Duration Vigilance Tasks in Power Transmission Control ↗ · 2014 · Small, Aaron J. et al. · indexed
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Ultradian rhythms of reaction times in performance in vigilance tasks ↗ · 1995 · Conte, S. et al. · indexed
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How to Prevent Drivers before Their Sleepiness Using Deep Learning-Based Approach ↗ · 2023 · Akrout, Belhassen et al. · indexed
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Riyadisi &#x2014; Intelligent driver monitoring system ↗ · 2013 · Darshana, K. U. G. S. et al. · indexed
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Effect of fatigue on performance measured by a driving simulator in automobile drivers ↗ · 2003 · Philip, Pierre et al. · indexed
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Cue utilization differentiates resource allocation during sustained attention simulated rail control tasks. ↗ · 2019 · Sturman, Daniel et al. · indexed
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Differential sustained attention/vigilance changes over time in schizophrenics and controls during a degraded stimulus Continuous Performance Test ↗ · 2000 · Mass, R. et al. · indexed
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Error‐related processing during a period of extended wakefulness ↗ · 1999 · Scheffers, Marten K. et al. · indexed
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Evaluation of a Smart Algorithm for Commercial Vehicle Driver Drowsiness Detection ↗ · 2007 · Eskandarian, Azim et al. · indexed
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Driving Experience Alters Brain Activity Related to Visual Perception and Vehicle Maneuvers During Driving ↗ · 2026 · Inagaki, Keiichiro et al. · indexed
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A method for predicting the risk of virtual crashes in a simulated driving task using behavioural and subjective drowsiness measures ↗ · 2016 · Murata, Atsuo et al. · indexed
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A Deep Learning Approach to Detect Sustained Attention in Real-Time Using EEG Signals ↗ · 2021 · Tiwari, Aarushi et al. · indexed
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Measuring vigilance while assessing the functioning of the three attentional networks: The ANTI-Vigilance task ↗ · 2011 · Roca, Javier et al. · indexed
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Research on the correlation of dangerous driving behaviors based on naturalistic driving experiment ↗ · 2020 · Liang, Xingcan · indexed
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Increased cortical excitability and reduced brain response propagation during attentional lapses ↗ · 2020 · Cardone, Paolo et al. · indexed
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Effects of sleep deprivation on sustained attention in young adults ↗ · 2017 · Vargas, Ivan Pinto et al. · indexed
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The effects of sleep deprivation on vigilance and neural activation during the Sustained Attention to Response Task ↗ · 2019 · Soares, Johnny · indexed
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Evaluation of the sensitivity ocular and performance indicators for driver fatigue assessment in a driving simulator ↗ · 2026 · Didin, Fatin Saffanah et al. · indexed
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Boredom and Distraction in Multiple Unmanned Vehicle Supervisory Control ↗ · 2013 · Cummings, M.L. et al. · indexed
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Diagnostic Monitoring Of Vigilance Decrement Using EEG Workload Indices ↗ · 2012 · Kamzanova, Altyngul et al. · indexed
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Heart Rate Variability Can Be Used to Estimate Sleepiness-related Decrements in Psychomotor Vigilance during Total Sleep Deprivation ↗ · 2012 · Chua, Eric Chern-Pin et al. · indexed
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A Study on the Correlation Between Driving Behavior and ECG Data in Driving Fatigue. ↗ · 2026 · Wang J et al. · indexed
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Comparing Young and Old Adults’ Night Hazard Detection With Driving Simulation and on Road ↗ · 2021 · Dickerson, Anne et al. · indexed
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Efficient Car Alarming System for Fatigue Detection during Driving ↗ · 2012 · Khan, Muhammad · indexed
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Age trends for failures of sustained attention. ↗ · 2010 · Carriere, Jonathan S. A. et al. · indexed
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Misuse of the FNIRS Obfuscates Vigilance Cerebral Haemodynamics ↗ · 2023 · Guidetti, Oliver et al. · indexed
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Prevention of road accidents due to drowsiness detection using PERCLOS algorithm ↗ · 2021 · Srivastava, Devesh Kumar et al. · indexed
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A Methodological Review on Prediction of Multi-Stage Hypovigilance Detection Systems Using Multimodal Features · 2021 · Abbas, Qaisar et al. · archived
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Modeling Driving Safety Under Multiple Potential Hazard Warnings: Cry Wolf Effect and Behavioral Adaptation Moderated by Hazard Type ↗ · 2026 · Wang, Xu et al. · indexed
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An Examination of Compensatory Effort in a Vigilance Task Using Transcranial Doppler Sonography ↗ · 2019 · Greenlee, Eric T. et al. · indexed
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Do repeated rumble strip hits improve driver alertness? ↗ · 2015 · Watling, Christopher N. et al. · indexed
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Recognition Algorithm of Driving Fatigue Related Problems Based on EEG Signals ↗ · 2018 · Li, Yun · indexed
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Near-infrared spectroscopy assessment of divided visual attention task-invoked cerebral hemodynamics during prolonged true driving ↗ · 2015 · Li, Ting et al. · indexed
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Non-intrusive Drowsiness Detection Techniques and Their Application in Detecting Early Dementia in Older Drivers · 2022 · Jan, Muhammad Tanveer et al. · archived
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Assessment of Driver’s Driving Performance and Alertness Using EEG-based Fuzzy Neural Networks ↗ · 2005 · Chin-Teng Lin et al. · indexed
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Driving and Sleep Deprivation: Comparing Interventions Using a Driving Simulator with EEG Analysis ↗ · 2025 · Ntagka, Niki Eleni et al. · indexed
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Effects of Social Facilitation on Perceived Workload, Subjective Stress, and Vigilance-Related Anxiety ↗ · 2016 · Claypoole, Victoria L. et al. · indexed
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Effects of Driver Familiarity and Prolonged or Intermittent Right-Side Failure on Level Crossing Safety · 2022 · Wullems, Christian et al. · archived
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Drowsiness Prevention System in Automatic Driving -- Effects of Light Position on Comfortable and Unconscious Wakefulness During Driving · 2023 · Zhang, Han et al. · archived
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Monotonous driving induces shifts in spatial attention as a function of handedness ↗ · 2020 · Chandrakumar, Dilushi et al. · indexed
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Monitoring Radio Programs and Time of Day Affect Simulated Car-Driving Performance ↗ · 1994 · Jäncke, Lutz et al. · indexed
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Attention performance among Brazilian truck drivers and its association with amphetamine use: pilot study · 2013 · de Oliveira, Lúcio Garcia et al. · archived
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Inter-hemispheric electroencephalography coherence analysis: Assessing brain activity during monotonous driving ↗ · 2010 · Jap, Budi Thomas et al. · indexed
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Different activation dynamics in multiple neural systems during simulated driving ↗ · 2002 · Calhoun, Vince D. et al. · indexed
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The effect of peppermint odour on fatigue and vigilance in conditional automated vehicle ↗ · 2021 · Tang, Qiuyang et al. · indexed
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Stroboscopic vision and sustained attention during coincidence-anticipation ↗ · 2017 · Ballester, Rafael et al. · indexed
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Effect of sleep deprivation and low arousal on eye movements and spatial attention ↗ · 2016 · Fimm, Bruno et al. · indexed
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A comparison of coffee effects on vigilance and attention in pilots across simple and complex lab environments ↗ · 2023 · Bergen, Geertje van et al. · indexed
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Spontaneous eye blink rate: An index of dopaminergic component of sustained attention and fatigue ↗ · 2018 · Maffei, Antonio et al. · indexed
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A laboratory model of canine search vigilance decrement, I ↗ · 2023 · Aviles‐Rosa, Edgar O. et al. · indexed
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EEG Network Analysis During the Acceleration and Deceleration Phases of Driving ↗ · 2025 · Zhao, Shuo et al. · indexed
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Effects of bromazepam on single-trial event-related potentials in a visual vigilance task ↗ · 1992 · van Leeuwen, T. H. et al. · indexed
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Habitual sleep quantity helps maintain sustained attention levels in fasting Muslims during Ramadan ↗ · 2012 · Farooq, Abdulaziz et al. · indexed
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Fight, fatigue, and flight: narrowing of attention to a threat compensates for decreased anti-predator vigilance ↗ · 2018 · Ota, Kazutaka · indexed
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Decreasing alertness modulates perceptual decision-making ↗ · 2020 · Jagannathan, Sridhar R. et al. · indexed
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The Effects of Negative Ionisation on Subjective Symptom Intensity and Driver Vigilance in a Moving Vehicle ↗ · 1995 · Wyon, David P. et al. · indexed
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Effect of meal glycemic load and caffeine consumption on prolonged monotonous driving performance ↗ · 2017 · Bragg, Christopher et al. · indexed
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Fast vigilance decrement in closed head injury patients as reflected by the mismatch negativity (MMN) ↗ · 2001 · Kaipio, Marja-Liisa et al. · indexed
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Methylphenidate Significantly Reduces Lapses of Attention During On-Road Highway Driving in Patients With ADHD ↗ · 2014 · Verster, Joris C. et al. · indexed
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THE AUDITORY EVOKED RESPONSE TO REPEATED STIMULI DURING A VIGILANCE TASK ↗ · 1969 · Roth, Walton T. et al. · indexed
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Effects of regular or irregular event schedules on cerebral hemovelocity during a sustained attention task ↗ · 2012 · Shaw, Tyler et al. · indexed
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An investigation of the effects of the common cold on simulated driving performance and detection of collisions: a laboratory study ↗ · 2012 · Smith, Andrew Paul et al. · indexed
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Vigilance, visual search and attention in an agricultural task ↗ · 1989 · Hartley, L.R. et al. · indexed
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Caffeine affects the vigilance decrement of Trite planiceps jumping spiders (Salticidae). ↗ · 2019 · Humphrey, Bonnie et al. · indexed
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Sleep-related intermittent hypoxia is associated with decreased psychomotor vigilance in Japanese community residents ↗ · 2017 · Tanno, Sakurako et al. · indexed
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Is action video gaming related to sustained attention of adolescents? ↗ · 2018 · Trisolini, Daniela Carmen et al. · indexed
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EFFECTS OF INTERSTIMULUS INTERVAL AND PREDICTABILITY OF EVENT STRUCTURE ON SERIAL REACTION TIME ↗ · 1963 · Dureman, Ingmar et al. · indexed
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Slow-paced breathing associated with slow pupil oscillations and reduced lapses of attention ↗ · 2024 · Andrews, Ralph et al. · indexed
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The effect of practice on a sustained attention task in cocaine abusers ↗ · 2007 · Goldstein, Rita Z. et al. · indexed
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The Use of Diurnal Vigilance Changes in the EEG to Verify Vigilance-Enhancing Effects of Memantine in a Clinical Pharmacological Study ↗ · 2008 · Schulz, H. et al. · indexed
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Effects of caffeine use and ingestion on a protracted visual vigilance task ↗ · 1984 · Loke, Wing Hong et al. · indexed
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Effects of chronic haloperidol on reaction time and errors in a sustained attention task: partial reversal by anticholinergics and by amphetamine. ↗ · 1995 · Brockel, B J et al. · indexed
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Heart rate-defined sustained attention in infants at risk for autism ↗ · 2018 · Tonnsen, Bridgette L. et al. · indexed
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The impact of 10‐minute activity breaks outside the classroom on male students’ on‐task behaviour and sustained attention: a randomised crossover design ↗ · 2016 · Wilson, Andrew N. et al. · indexed
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Latent iron deficiency as a silent driver of donor attrition in high-frequency plateletpheresis donors: a longitudinal cohort study ↗ · 2026 · Jin, Liqin et al. · indexed
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Impact of Digital Habits on Sustained Attention in University Students: A Correlational Study ↗ · 2026 · Martell Ortiz, Juliana Yesenia · indexed
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Analysis of the hump phenomenon and needle defect states formed by driving stress in the oxide semiconductor ↗ · 2019 · Lee, Hyeon-Jun et al. · indexed
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Desmatamento no sul do estado de Roraima: padrões de distribuição em função de projetos de assentamento do INCRA e da distância das principais rodovias (BR-174 e BR-210) Deforestation in the southern portion of the Roraima state: distribution with respect to INCRA settlement projects and distance from major highways (BR-174 and BR-210) ↗ · 2012 · Barni, Paulo Eduardo et al. · indexed
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Long-term O<sub>3</sub>–precursor relationships in Hong Kong: field observation and model simulation ↗ · 2017 · Wang, Y. et al. · indexed
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Drought of 1998-2002: impacts on Florida's hydrology and landscape ↗ · 2006 · Verdi, Richard Jay et al. · indexed
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Distribution of the Lynx (Lynx lynx) in the Eastern Carpathians (within Ukraine) ↗ · 2026 · Khoyetskyy, Pavlo · indexed