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The influence of a color themed HMI on trust and take-over performance in automated vehicles

INTRODUCTION: SAE Level 3 is known as conditional driving automation. As long as certain conditions are met, there is no need to supervise the technology and the driver can engage in non-driving related tasks (NDRTs). However, a human driver must be present and alert to take over when the automation...

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Autores principales: el Jouhri, Aboubakr, el Sharkawy, Ashraf, Paksoy, Hakan, Youssif, Omar, He, Xiaolin, Kim, Soyeon, Happee, Riender
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382069/
https://www.ncbi.nlm.nih.gov/pubmed/37519355
http://dx.doi.org/10.3389/fpsyg.2023.1128285
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author el Jouhri, Aboubakr
el Sharkawy, Ashraf
Paksoy, Hakan
Youssif, Omar
He, Xiaolin
Kim, Soyeon
Happee, Riender
author_facet el Jouhri, Aboubakr
el Sharkawy, Ashraf
Paksoy, Hakan
Youssif, Omar
He, Xiaolin
Kim, Soyeon
Happee, Riender
author_sort el Jouhri, Aboubakr
collection PubMed
description INTRODUCTION: SAE Level 3 is known as conditional driving automation. As long as certain conditions are met, there is no need to supervise the technology and the driver can engage in non-driving related tasks (NDRTs). However, a human driver must be present and alert to take over when the automation is facing its system limits. When such an emergency takes place, the automation uses the human machine interface (HMI) to send a take-over request (TOR) to the driver. METHODS: We investigated the influence of a color themed HMI on the trust and take-over performance in automated vehicles. Using a driving simulator, we tested 45 participants divided in three groups with a baseline auditory HMI and two advanced color themed HMIs consisting of a display and ambient lighting with the colors red and blue. Trust in automation was assessed using questionnaires while take-over performance was assessed through response time and success rate. RESULTS: Compared to the baseline HMI, the color themed HMI is more trustworthy, and participants understood their driving tasks better. Results show that the color themed HMI is perceived as more pleasant compared to the baseline HMI and leads to shorter reaction times. Red ambient lighting is seen as more urging than blue, but HMI color did not significantly affect the general HMI perception and TOR performance. DISCUSSION: Further research can explore the use of color and other modalities to express varying urgency levels and validate findings in complex on road driving conditions.
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spelling pubmed-103820692023-07-29 The influence of a color themed HMI on trust and take-over performance in automated vehicles el Jouhri, Aboubakr el Sharkawy, Ashraf Paksoy, Hakan Youssif, Omar He, Xiaolin Kim, Soyeon Happee, Riender Front Psychol Psychology INTRODUCTION: SAE Level 3 is known as conditional driving automation. As long as certain conditions are met, there is no need to supervise the technology and the driver can engage in non-driving related tasks (NDRTs). However, a human driver must be present and alert to take over when the automation is facing its system limits. When such an emergency takes place, the automation uses the human machine interface (HMI) to send a take-over request (TOR) to the driver. METHODS: We investigated the influence of a color themed HMI on the trust and take-over performance in automated vehicles. Using a driving simulator, we tested 45 participants divided in three groups with a baseline auditory HMI and two advanced color themed HMIs consisting of a display and ambient lighting with the colors red and blue. Trust in automation was assessed using questionnaires while take-over performance was assessed through response time and success rate. RESULTS: Compared to the baseline HMI, the color themed HMI is more trustworthy, and participants understood their driving tasks better. Results show that the color themed HMI is perceived as more pleasant compared to the baseline HMI and leads to shorter reaction times. Red ambient lighting is seen as more urging than blue, but HMI color did not significantly affect the general HMI perception and TOR performance. DISCUSSION: Further research can explore the use of color and other modalities to express varying urgency levels and validate findings in complex on road driving conditions. Frontiers Media S.A. 2023-07-13 /pmc/articles/PMC10382069/ /pubmed/37519355 http://dx.doi.org/10.3389/fpsyg.2023.1128285 Text en Copyright © 2023 el Jouhri, el Sharkawy, Paksoy, Youssif, He, Kim and Happee. 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
el Jouhri, Aboubakr
el Sharkawy, Ashraf
Paksoy, Hakan
Youssif, Omar
He, Xiaolin
Kim, Soyeon
Happee, Riender
The influence of a color themed HMI on trust and take-over performance in automated vehicles
title The influence of a color themed HMI on trust and take-over performance in automated vehicles
title_full The influence of a color themed HMI on trust and take-over performance in automated vehicles
title_fullStr The influence of a color themed HMI on trust and take-over performance in automated vehicles
title_full_unstemmed The influence of a color themed HMI on trust and take-over performance in automated vehicles
title_short The influence of a color themed HMI on trust and take-over performance in automated vehicles
title_sort influence of a color themed hmi on trust and take-over performance in automated vehicles
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10382069/
https://www.ncbi.nlm.nih.gov/pubmed/37519355
http://dx.doi.org/10.3389/fpsyg.2023.1128285
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