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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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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. |
format | Online Article Text |
id | pubmed-8865166 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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