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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Main Authors: Jinfei Ma, Jiaqi Gu, Huibin Jia, Zhuye Yao, Ruosong Chang
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-04-01
Series:Frontiers in Psychology
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fpsyg.2018.00459/full
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spelling doaj-de1703ab88314cd0bc24e273152828f22020-11-24T22:55:57ZengFrontiers Media S.A.Frontiers in Psychology1664-10782018-04-01910.3389/fpsyg.2018.00459319934The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime DrivingJinfei Ma0Jiaqi Gu1Huibin Jia2Zhuye Yao3Ruosong Chang4School of Psychology, Liaoning Normal University, Dalian, ChinaSchool of Psychology, Liaoning Normal University, Dalian, ChinaKey Laboratory of Child Development and Learning Science, Ministry of Education, Research Center for Learning Science, Southeast University, Nanjing, ChinaSchool of Psychology, Liaoning Normal University, Dalian, ChinaSchool of Psychology, Liaoning Normal University, Dalian, ChinaA 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.http://journal.frontiersin.org/article/10.3389/fpsyg.2018.00459/fullcognitive fatiguevigilancespeed variabilityself-regulationsimulated drivingfatigue countermeasures
collection DOAJ
language English
format Article
sources DOAJ
author Jinfei Ma
Jiaqi Gu
Huibin Jia
Zhuye Yao
Ruosong Chang
spellingShingle Jinfei Ma
Jiaqi Gu
Huibin Jia
Zhuye Yao
Ruosong Chang
The Relationship Between Drivers’ Cognitive Fatigue and Speed Variability During Monotonous Daytime Driving
Frontiers in Psychology
cognitive fatigue
vigilance
speed variability
self-regulation
simulated driving
fatigue countermeasures
author_facet Jinfei Ma
Jiaqi Gu
Huibin Jia
Zhuye Yao
Ruosong Chang
author_sort Jinfei Ma
title 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_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_sort relationship between drivers’ cognitive fatigue and speed variability during monotonous daytime driving
publisher Frontiers Media S.A.
series Frontiers in Psychology
issn 1664-1078
publishDate 2018-04-01
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.
topic cognitive fatigue
vigilance
speed variability
self-regulation
simulated driving
fatigue countermeasures
url http://journal.frontiersin.org/article/10.3389/fpsyg.2018.00459/full
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