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Detecting driver stress and hazard anticipation using real‐time cardiac measurement: A simulator study

OBJECTIVES: In the context of growing interest in real‐time driver stress detection systems, we question the value of using heart rate change over short time periods to detect driver stress and hazard anticipation. METHODS: To this end, we explored changes in heart rate and speed as well as perceive...

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Autores principales: Kerautret, Laora, Dabic, Stephanie, Navarro, Jordan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865166/
https://www.ncbi.nlm.nih.gov/pubmed/35092145
http://dx.doi.org/10.1002/brb3.2424
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author Kerautret, Laora
Dabic, Stephanie
Navarro, Jordan
author_facet Kerautret, Laora
Dabic, Stephanie
Navarro, Jordan
author_sort Kerautret, Laora
collection PubMed
description OBJECTIVES: In the context of growing interest in real‐time driver stress detection systems, we question the value of using heart rate change over short time periods to detect driver stress and hazard anticipation. METHODS: To this end, we explored changes in heart rate and speed as well as perceived stress in 27 drivers in a driving simulator. Driver stress was triggered by using hazardous road events, while hazard anticipation was manipulated using three levels of hazard predictability: unpredictable (U), predictable (P), and predictable and familiar (PF). RESULTS: The main results indicate that using heart rate change (1) is a good indicator for detecting driver stress in real time, (2) provides a cardiac signature of hazard anticipation, and (3) was affected by perceived stress groups. Further investigation is needed to validate the lack of relationship between increased anticipation/predictability and strengthened cardiac signature. CONCLUSIONS: These results support the use of heart rate change as an indicator of real‐time driver stress and hazard anticipation.
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spelling pubmed-88651662022-02-27 Detecting driver stress and hazard anticipation using real‐time cardiac measurement: A simulator study Kerautret, Laora Dabic, Stephanie Navarro, Jordan Brain Behav Original Articles OBJECTIVES: In the context of growing interest in real‐time driver stress detection systems, we question the value of using heart rate change over short time periods to detect driver stress and hazard anticipation. METHODS: To this end, we explored changes in heart rate and speed as well as perceived stress in 27 drivers in a driving simulator. Driver stress was triggered by using hazardous road events, while hazard anticipation was manipulated using three levels of hazard predictability: unpredictable (U), predictable (P), and predictable and familiar (PF). RESULTS: The main results indicate that using heart rate change (1) is a good indicator for detecting driver stress in real time, (2) provides a cardiac signature of hazard anticipation, and (3) was affected by perceived stress groups. Further investigation is needed to validate the lack of relationship between increased anticipation/predictability and strengthened cardiac signature. CONCLUSIONS: These results support the use of heart rate change as an indicator of real‐time driver stress and hazard anticipation. John Wiley and Sons Inc. 2022-01-28 /pmc/articles/PMC8865166/ /pubmed/35092145 http://dx.doi.org/10.1002/brb3.2424 Text en © 2021 The Authors. Brain and Behavior published by Wiley Periodicals LLC https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Kerautret, Laora
Dabic, Stephanie
Navarro, Jordan
Detecting driver stress and hazard anticipation using real‐time cardiac measurement: A simulator study
title Detecting driver stress and hazard anticipation using real‐time cardiac measurement: A simulator study
title_full Detecting driver stress and hazard anticipation using real‐time cardiac measurement: A simulator study
title_fullStr Detecting driver stress and hazard anticipation using real‐time cardiac measurement: A simulator study
title_full_unstemmed Detecting driver stress and hazard anticipation using real‐time cardiac measurement: A simulator study
title_short Detecting driver stress and hazard anticipation using real‐time cardiac measurement: A simulator study
title_sort detecting driver stress and hazard anticipation using real‐time cardiac measurement: a simulator study
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865166/
https://www.ncbi.nlm.nih.gov/pubmed/35092145
http://dx.doi.org/10.1002/brb3.2424
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