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Skin Conductance Responses of Learner and Licensed Drivers During a Hazard Perception Task

Background: While advanced driver assistance technologies have the potential to increase safety, there is concern that driver inattention resulting from overreliance on these features may result in crashes. Driver monitoring technologies to assess a driver’s state may be one solution. The purpose of...

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Autores principales: Chirles, Theresa J., Ehsani, Johnathon P., Kinnear, Neale, Seymour, Karen E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8026887/
https://www.ncbi.nlm.nih.gov/pubmed/33841248
http://dx.doi.org/10.3389/fpsyg.2021.619104
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author Chirles, Theresa J.
Ehsani, Johnathon P.
Kinnear, Neale
Seymour, Karen E.
author_facet Chirles, Theresa J.
Ehsani, Johnathon P.
Kinnear, Neale
Seymour, Karen E.
author_sort Chirles, Theresa J.
collection PubMed
description Background: While advanced driver assistance technologies have the potential to increase safety, there is concern that driver inattention resulting from overreliance on these features may result in crashes. Driver monitoring technologies to assess a driver’s state may be one solution. The purpose of this study was to replicate and extend the research on physiological responses to common driving hazards and examine how these may differ based on driving experience. Methods: Learner and Licensed drivers viewed a Driving Hazard Perception Task while electrodermal activity (EDA) was measured. The task presented 30 Event (hazard develops) and 30 Non-Event (routine driving) videos. A skin conductance response (SCR) score was calculated for each participant based on the percentage of videos that elicited an SCR. Results: Analysis of the SCR score during Event videos revealed a medium effect (d = 0.61) of group differences, whereby Licensed drivers were more likely to have an SCR than Learner drivers. Interaction effects revealed Licensed drivers were more likely to have an SCR earlier in the Event videos compared to the end, and the Learner drivers were more likely to have an SCR earlier in the Non-Event videos compared to the end. Conclusion: Our results support the viability of using SCR during driving videos as a marker of hazard anticipation differing based on experience. The interaction effects may illustrate situational awareness in licensed drivers and deficiencies in sustained vigilance among learner drivers. The findings demand further examination if physiological measures are to be validated as a tool to inform driver potential performance in an increasingly automated driving environment.
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spelling pubmed-80268872021-04-09 Skin Conductance Responses of Learner and Licensed Drivers During a Hazard Perception Task Chirles, Theresa J. Ehsani, Johnathon P. Kinnear, Neale Seymour, Karen E. Front Psychol Psychology Background: While advanced driver assistance technologies have the potential to increase safety, there is concern that driver inattention resulting from overreliance on these features may result in crashes. Driver monitoring technologies to assess a driver’s state may be one solution. The purpose of this study was to replicate and extend the research on physiological responses to common driving hazards and examine how these may differ based on driving experience. Methods: Learner and Licensed drivers viewed a Driving Hazard Perception Task while electrodermal activity (EDA) was measured. The task presented 30 Event (hazard develops) and 30 Non-Event (routine driving) videos. A skin conductance response (SCR) score was calculated for each participant based on the percentage of videos that elicited an SCR. Results: Analysis of the SCR score during Event videos revealed a medium effect (d = 0.61) of group differences, whereby Licensed drivers were more likely to have an SCR than Learner drivers. Interaction effects revealed Licensed drivers were more likely to have an SCR earlier in the Event videos compared to the end, and the Learner drivers were more likely to have an SCR earlier in the Non-Event videos compared to the end. Conclusion: Our results support the viability of using SCR during driving videos as a marker of hazard anticipation differing based on experience. The interaction effects may illustrate situational awareness in licensed drivers and deficiencies in sustained vigilance among learner drivers. The findings demand further examination if physiological measures are to be validated as a tool to inform driver potential performance in an increasingly automated driving environment. Frontiers Media S.A. 2021-03-25 /pmc/articles/PMC8026887/ /pubmed/33841248 http://dx.doi.org/10.3389/fpsyg.2021.619104 Text en Copyright © 2021 Chirles, Ehsani, Kinnear and Seymour. https://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(s) 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
Chirles, Theresa J.
Ehsani, Johnathon P.
Kinnear, Neale
Seymour, Karen E.
Skin Conductance Responses of Learner and Licensed Drivers During a Hazard Perception Task
title Skin Conductance Responses of Learner and Licensed Drivers During a Hazard Perception Task
title_full Skin Conductance Responses of Learner and Licensed Drivers During a Hazard Perception Task
title_fullStr Skin Conductance Responses of Learner and Licensed Drivers During a Hazard Perception Task
title_full_unstemmed Skin Conductance Responses of Learner and Licensed Drivers During a Hazard Perception Task
title_short Skin Conductance Responses of Learner and Licensed Drivers During a Hazard Perception Task
title_sort skin conductance responses of learner and licensed drivers during a hazard perception task
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8026887/
https://www.ncbi.nlm.nih.gov/pubmed/33841248
http://dx.doi.org/10.3389/fpsyg.2021.619104
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