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Deceleration Assistance Mitigated the Trade-off Between Sense of Agency and Driving Performance

Driving assistance technology has gained traction in recent years and is becoming more widely used in vehicles. However, drivers usually experience a reduced sense of agency when driving assistance is active even though automated assistance improves driving performance by reducing human error and en...

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Autores principales: Wen, Wen, Yun, Sonmin, Yamashita, Atsushi, Northcutt, Brandon D., Asama, Hajime
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8208475/
https://www.ncbi.nlm.nih.gov/pubmed/34149526
http://dx.doi.org/10.3389/fpsyg.2021.643516
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author Wen, Wen
Yun, Sonmin
Yamashita, Atsushi
Northcutt, Brandon D.
Asama, Hajime
author_facet Wen, Wen
Yun, Sonmin
Yamashita, Atsushi
Northcutt, Brandon D.
Asama, Hajime
author_sort Wen, Wen
collection PubMed
description Driving assistance technology has gained traction in recent years and is becoming more widely used in vehicles. However, drivers usually experience a reduced sense of agency when driving assistance is active even though automated assistance improves driving performance by reducing human error and ensuring quick reactions. The present study examined whether driving assistance can maintain human sense of agency during early deceleration in the face of collision risk, compared with manual deceleration. In the experimental task, participants decelerate their vehicle in a driving simulator to avoid collision with a vehicle that suddenly cut in front of them and decelerated. In the assisted condition, the system performed deceleration 100 ms after the cut-in. Participants were instructed to decelerate their vehicle and follow the vehicle that cut-in. This design ensured that the deceleration assistance applied a similar control to the vehicle as the drivers intended to, only faster and smoother. Participants rated their sense of agency and their driving performance. The results showed that drivers maintained their sense of agency and improved driving performance under driving assistance. The findings provided insights into designing driving assistance that can maintain drivers’ sense of agency while improving future driving performance. It is important to establish a mode of joint-control in which the system shares the intention of human drivers and provides improved execution of control.
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spelling pubmed-82084752021-06-17 Deceleration Assistance Mitigated the Trade-off Between Sense of Agency and Driving Performance Wen, Wen Yun, Sonmin Yamashita, Atsushi Northcutt, Brandon D. Asama, Hajime Front Psychol Psychology Driving assistance technology has gained traction in recent years and is becoming more widely used in vehicles. However, drivers usually experience a reduced sense of agency when driving assistance is active even though automated assistance improves driving performance by reducing human error and ensuring quick reactions. The present study examined whether driving assistance can maintain human sense of agency during early deceleration in the face of collision risk, compared with manual deceleration. In the experimental task, participants decelerate their vehicle in a driving simulator to avoid collision with a vehicle that suddenly cut in front of them and decelerated. In the assisted condition, the system performed deceleration 100 ms after the cut-in. Participants were instructed to decelerate their vehicle and follow the vehicle that cut-in. This design ensured that the deceleration assistance applied a similar control to the vehicle as the drivers intended to, only faster and smoother. Participants rated their sense of agency and their driving performance. The results showed that drivers maintained their sense of agency and improved driving performance under driving assistance. The findings provided insights into designing driving assistance that can maintain drivers’ sense of agency while improving future driving performance. It is important to establish a mode of joint-control in which the system shares the intention of human drivers and provides improved execution of control. Frontiers Media S.A. 2021-06-02 /pmc/articles/PMC8208475/ /pubmed/34149526 http://dx.doi.org/10.3389/fpsyg.2021.643516 Text en Copyright © 2021 Wen, Yun, Yamashita, Northcutt and Asama. 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
Wen, Wen
Yun, Sonmin
Yamashita, Atsushi
Northcutt, Brandon D.
Asama, Hajime
Deceleration Assistance Mitigated the Trade-off Between Sense of Agency and Driving Performance
title Deceleration Assistance Mitigated the Trade-off Between Sense of Agency and Driving Performance
title_full Deceleration Assistance Mitigated the Trade-off Between Sense of Agency and Driving Performance
title_fullStr Deceleration Assistance Mitigated the Trade-off Between Sense of Agency and Driving Performance
title_full_unstemmed Deceleration Assistance Mitigated the Trade-off Between Sense of Agency and Driving Performance
title_short Deceleration Assistance Mitigated the Trade-off Between Sense of Agency and Driving Performance
title_sort deceleration assistance mitigated the trade-off between sense of agency and driving performance
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8208475/
https://www.ncbi.nlm.nih.gov/pubmed/34149526
http://dx.doi.org/10.3389/fpsyg.2021.643516
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