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The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving

OBJECTIVE: We experimentally test the effect of cognitive load on auditory susceptibility during automated driving. BACKGROUND: In automated vehicles, auditory alerts are frequently used to request human intervention. To ensure safe operation, human drivers need to be susceptible to auditory informa...

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Autores principales: Van der Heiden, Remo M. A., Kenemans, J. Leon, Donker, Stella F., Janssen, Christian P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574901/
https://www.ncbi.nlm.nih.gov/pubmed/33705213
http://dx.doi.org/10.1177/0018720821998850
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author Van der Heiden, Remo M. A.
Kenemans, J. Leon
Donker, Stella F.
Janssen, Christian P.
author_facet Van der Heiden, Remo M. A.
Kenemans, J. Leon
Donker, Stella F.
Janssen, Christian P.
author_sort Van der Heiden, Remo M. A.
collection PubMed
description OBJECTIVE: We experimentally test the effect of cognitive load on auditory susceptibility during automated driving. BACKGROUND: In automated vehicles, auditory alerts are frequently used to request human intervention. To ensure safe operation, human drivers need to be susceptible to auditory information. Previous work found reduced susceptibility during manual driving and in a lesser amount during automated driving. However, in practice, drivers also perform nondriving tasks during automated driving, of which the associated cognitive load may further reduce susceptibility to auditory information. We therefore study the effect of cognitive load during automated driving on auditory susceptibility. METHOD: Twenty-four participants were driven in a simulated automated car. Concurrently, they performed a task with two levels of cognitive load: repeat a noun or generate a verb that expresses the use of this noun. Every noun was followed by a probe stimulus to elicit a neurophysiological response: the frontal P3 (fP3), which is a known indicator for the level of auditory susceptibility. RESULTS: The fP3 was significantly lower during automated driving with cognitive load compared with without. The difficulty level of the cognitive task (repeat or generate) showed no effect. CONCLUSION: Engaging in other tasks during automated driving decreases auditory susceptibility as indicated by a reduced fP3. APPLICATION: Nondriving task can create additional cognitive load. Our study shows that performing such tasks during automated driving reduces the susceptibility for auditory alerts. This can inform designers of semi-automated vehicles (SAE levels 3 and 4), where human intervention might be needed.
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spelling pubmed-95749012022-10-18 The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving Van der Heiden, Remo M. A. Kenemans, J. Leon Donker, Stella F. Janssen, Christian P. Hum Factors Neuroergonomics OBJECTIVE: We experimentally test the effect of cognitive load on auditory susceptibility during automated driving. BACKGROUND: In automated vehicles, auditory alerts are frequently used to request human intervention. To ensure safe operation, human drivers need to be susceptible to auditory information. Previous work found reduced susceptibility during manual driving and in a lesser amount during automated driving. However, in practice, drivers also perform nondriving tasks during automated driving, of which the associated cognitive load may further reduce susceptibility to auditory information. We therefore study the effect of cognitive load during automated driving on auditory susceptibility. METHOD: Twenty-four participants were driven in a simulated automated car. Concurrently, they performed a task with two levels of cognitive load: repeat a noun or generate a verb that expresses the use of this noun. Every noun was followed by a probe stimulus to elicit a neurophysiological response: the frontal P3 (fP3), which is a known indicator for the level of auditory susceptibility. RESULTS: The fP3 was significantly lower during automated driving with cognitive load compared with without. The difficulty level of the cognitive task (repeat or generate) showed no effect. CONCLUSION: Engaging in other tasks during automated driving decreases auditory susceptibility as indicated by a reduced fP3. APPLICATION: Nondriving task can create additional cognitive load. Our study shows that performing such tasks during automated driving reduces the susceptibility for auditory alerts. This can inform designers of semi-automated vehicles (SAE levels 3 and 4), where human intervention might be needed. SAGE Publications 2021-03-11 2022-11 /pmc/articles/PMC9574901/ /pubmed/33705213 http://dx.doi.org/10.1177/0018720821998850 Text en Copyright © 2021, The Author(s) https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Neuroergonomics
Van der Heiden, Remo M. A.
Kenemans, J. Leon
Donker, Stella F.
Janssen, Christian P.
The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving
title The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving
title_full The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving
title_fullStr The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving
title_full_unstemmed The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving
title_short The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving
title_sort effect of cognitive load on auditory susceptibility during automated driving
topic Neuroergonomics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574901/
https://www.ncbi.nlm.nih.gov/pubmed/33705213
http://dx.doi.org/10.1177/0018720821998850
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