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The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving

A lack of task workload can lead to drivers’ cognitive fatigue and vigilance decrement during a prolonged drive. This study examined the effects of speed variability on driving fatigue in a monotonous drive. Twenty-one participants participated in a 60-min simulated driving task. All participants’ c...

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Autores principales: Ma, Jinfei, Gu, Jiaqi, Jia, Huibin, Yao, Zhuye, Chang, Ruosong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5893797/
https://www.ncbi.nlm.nih.gov/pubmed/29670563
http://dx.doi.org/10.3389/fpsyg.2018.00459
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author Ma, Jinfei
Gu, Jiaqi
Jia, Huibin
Yao, Zhuye
Chang, Ruosong
author_facet Ma, Jinfei
Gu, Jiaqi
Jia, Huibin
Yao, Zhuye
Chang, Ruosong
author_sort Ma, Jinfei
collection PubMed
description A lack of task workload can lead to drivers’ cognitive fatigue and vigilance decrement during a prolonged drive. This study examined the effects of speed variability on driving fatigue in a monotonous drive. Twenty-one participants participated in a 60-min simulated driving task. All participants’ cognitive fatigue was assessed using psychological and physiological measurements. Results showed that among all participants, variability of vehicle speed was negatively correlated with sleepiness and hypo-vigilance during the driving task. Further, drivers in the large variability group reported less sleepiness, less fatigue, and more vigilance than those in the small variability group did during the driving task. These drivers also presented a smaller electroencephalogram spectral index (𝜃+α)/β during the task, where 𝜃, α, and β are the power spectra of three different frequency bands: theta (𝜃, 4∼8 Hz), alpha (α, 8∼13 Hz), and beta (β, 13∼30 Hz). Our findings suggested that the larger variability of speed within the speed limit may have a deterrent effect on drivers’ cognitive fatigue.
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spelling pubmed-58937972018-04-18 The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving Ma, Jinfei Gu, Jiaqi Jia, Huibin Yao, Zhuye Chang, Ruosong Front Psychol Psychology A lack of task workload can lead to drivers’ cognitive fatigue and vigilance decrement during a prolonged drive. This study examined the effects of speed variability on driving fatigue in a monotonous drive. Twenty-one participants participated in a 60-min simulated driving task. All participants’ cognitive fatigue was assessed using psychological and physiological measurements. Results showed that among all participants, variability of vehicle speed was negatively correlated with sleepiness and hypo-vigilance during the driving task. Further, drivers in the large variability group reported less sleepiness, less fatigue, and more vigilance than those in the small variability group did during the driving task. These drivers also presented a smaller electroencephalogram spectral index (𝜃+α)/β during the task, where 𝜃, α, and β are the power spectra of three different frequency bands: theta (𝜃, 4∼8 Hz), alpha (α, 8∼13 Hz), and beta (β, 13∼30 Hz). Our findings suggested that the larger variability of speed within the speed limit may have a deterrent effect on drivers’ cognitive fatigue. Frontiers Media S.A. 2018-04-04 /pmc/articles/PMC5893797/ /pubmed/29670563 http://dx.doi.org/10.3389/fpsyg.2018.00459 Text en Copyright © 2018 Ma, Gu, Jia, Yao and Chang. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Ma, Jinfei
Gu, Jiaqi
Jia, Huibin
Yao, Zhuye
Chang, Ruosong
The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving
title The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving
title_full The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving
title_fullStr The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving
title_full_unstemmed The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving
title_short The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving
title_sort relationship between drivers’ cognitive fatigue and speed variability during monotonous daytime driving
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5893797/
https://www.ncbi.nlm.nih.gov/pubmed/29670563
http://dx.doi.org/10.3389/fpsyg.2018.00459
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