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Mapping Grip Force Characteristics in the Measurement of Stress in Driving
Reducing drivers’ stress can potentially increase road safety. However, state-of-the-art physiological stress indices are intrusive and limited by long time lags. Grip force is an innovative index of stress that is transparent to the user and, according to our previous findings, requires a two- to f...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10002433/ https://www.ncbi.nlm.nih.gov/pubmed/36901016 http://dx.doi.org/10.3390/ijerph20054005 |
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author | Sahar, Yotam Elbaum, Tomer Musicant, Oren Wagner, Michael Altarac, Leon Shoval, Shraga |
author_facet | Sahar, Yotam Elbaum, Tomer Musicant, Oren Wagner, Michael Altarac, Leon Shoval, Shraga |
author_sort | Sahar, Yotam |
collection | PubMed |
description | Reducing drivers’ stress can potentially increase road safety. However, state-of-the-art physiological stress indices are intrusive and limited by long time lags. Grip force is an innovative index of stress that is transparent to the user and, according to our previous findings, requires a two- to five-second time window. The aim of this study was to map the various parameters affecting the relationship between grip force and stress during driving tasks. Two stressors were used: the driving mode and the distance from the vehicle to a crossing pedestrian. Thirty-nine participants performed a driving task during either remote driving or simulated driving. A pedestrian dummy crossed the road without warning at two distances. The grip force on the steering wheel and the skin conductance response were both measured. Various model parameters were explored, including time window parameters, calculation types, and steering wheel surfaces for the grip force measurements. The significant and most powerful models were identified. These findings may aid in the development of car safety systems that incorporate continuous measurements of stress. |
format | Online Article Text |
id | pubmed-10002433 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100024332023-03-11 Mapping Grip Force Characteristics in the Measurement of Stress in Driving Sahar, Yotam Elbaum, Tomer Musicant, Oren Wagner, Michael Altarac, Leon Shoval, Shraga Int J Environ Res Public Health Article Reducing drivers’ stress can potentially increase road safety. However, state-of-the-art physiological stress indices are intrusive and limited by long time lags. Grip force is an innovative index of stress that is transparent to the user and, according to our previous findings, requires a two- to five-second time window. The aim of this study was to map the various parameters affecting the relationship between grip force and stress during driving tasks. Two stressors were used: the driving mode and the distance from the vehicle to a crossing pedestrian. Thirty-nine participants performed a driving task during either remote driving or simulated driving. A pedestrian dummy crossed the road without warning at two distances. The grip force on the steering wheel and the skin conductance response were both measured. Various model parameters were explored, including time window parameters, calculation types, and steering wheel surfaces for the grip force measurements. The significant and most powerful models were identified. These findings may aid in the development of car safety systems that incorporate continuous measurements of stress. MDPI 2023-02-23 /pmc/articles/PMC10002433/ /pubmed/36901016 http://dx.doi.org/10.3390/ijerph20054005 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sahar, Yotam Elbaum, Tomer Musicant, Oren Wagner, Michael Altarac, Leon Shoval, Shraga Mapping Grip Force Characteristics in the Measurement of Stress in Driving |
title | Mapping Grip Force Characteristics in the Measurement of Stress in Driving |
title_full | Mapping Grip Force Characteristics in the Measurement of Stress in Driving |
title_fullStr | Mapping Grip Force Characteristics in the Measurement of Stress in Driving |
title_full_unstemmed | Mapping Grip Force Characteristics in the Measurement of Stress in Driving |
title_short | Mapping Grip Force Characteristics in the Measurement of Stress in Driving |
title_sort | mapping grip force characteristics in the measurement of stress in driving |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10002433/ https://www.ncbi.nlm.nih.gov/pubmed/36901016 http://dx.doi.org/10.3390/ijerph20054005 |
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