Cognitive components of simulated driving performance: sleep loss effects and predictors
Abstract
Driving is a complex task, which can be broken down into specific cognitive processes. In order to determine which components contribute to drowsy driving impairments, the current study examined simulated driving and neurocognitive performance after one night of sleep deprivation. Nineteen professional drivers (age 45.3±9.1) underwent two experimental sessions in randomised order: one after normal sleep and one after 27h total sleep deprivation. A simulated driving task (AusEd), the psychomotor vigilance test (PVT), and neurocognitive tasks selected from the Cognitive Drug Research computerised neurocognitive assessment battery (simple and choice RT, Stroop Task, Digit Symbol Substitution Task, and Digit Vigilance Task) were administered at 10:00h in both sessions. Mixed-effects ANOVAs were performed to examine the effect of sleep deprivation versus normal sleep on performance measures. To determine if any neurocognitive tests predicted driving performance (lane position variability, speed variability, braking RT), neurocognitive measures that were significantly affected by sleep deprivation were then added as a covariate to the ANOVAs for driving performance. Simulated driving performance and neurocognitive measures of vigilance and reaction time were impaired after sleep deprivation (p<0.05), whereas tasks examining processing speed and executive functioning were not significantly affected by sleep loss. PVT performance significantly predicted specific aspects of simulated driving performance. Thus, psychomotor vigilance impairment may be a key cognitive component of driving impairment when sleep deprived. The generalisability of this finding to real-world driving remains to be investigated.
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Reduced sleep duration has been shown to cause impairments in working memory, executive function, processing speed, and cognitive throughput.
“For example, reduced sleep duration has been shown to cause impairments in working memory,91 executive function,92 processing speed,93–95 and cognitive throughput.96”
From Sleep, Health, and Society (2017) · cites this paper as [93]
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References 57 · Cited by 136
- Authors
- Jackson, M. L., Croft, R. J., Kennedy, G. A., Owens, K., & Howard, M. E.
- Affiliations
- Institute for Breathing and Sleep (AU)
- University of Wollongong (AU)
- Swinburne University of Technology (AU)
- Corresponding author
- Jackson, M.L.
- Venue
- Accident Analysis & Prevention
- Publisher
- Elsevier BV
- Published
- 2013-01
- Volume
- 50
- Pages
- 438-444
- ISSN
- 0001-4575 (ISSN-L)
- OpenAlex
- W2143558531
- Cited by
- 136
- References
- 57
- Citations by year
- 2026: 7 · 2025: 3 · 2024: 6 · 2023: 8 · 2022: 13 · 2021: 14 · 2020: 14 · 2019: 8 · 2018: 12 · 2017: 11 · 2016: 12 · 2015: 15 · 2014: 7 · 2013: 5 · 2012: 1
- FWCI
- 11.99
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Accident Analysis & Prevention (publishedVersion)
- PubMed (publishedVersion)
- Victoria University Research Repository (Victoria University) (submittedVersion)
- Research Online (University of Wollongong) (submittedVersion)
- RMIT Research Repository (RMIT University Library) (submittedVersion)
- Figshare (submittedVersion)
- Swinburne figshare (Swinburne University of Technology) (submittedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Social Sciences › Psychology › Social Psychology › Human-Automation Interaction and Safety
- Physical Sciences › Engineering › Safety, Risk, Reliability and Quality › Traffic and Road Safety
- Keywords
- sleep deprivation, drowsy driving, driving simulation, psychomotor vigilance, reaction time, neuropsychological performance, driving impairment, processing speed, executive function, professional drivers
- MeSH terms
- Adult, Analysis of Variance, Automobile Driving, Cognition Disorders, Female, Humans, Male, Middle Aged, Neuropsychological Tests, Psychomotor Performance, Sleep Deprivation, Task Performance and Analysis, Statistics, Nonparametric
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