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How do drivers mitigate the effects of naturalistic visual complexity?: On attentional strategies and their implications under a change blindness protocol

How do the limits of high-level visual processing affect human performance in naturalistic, dynamic settings of (multimodal) interaction where observers can draw on experience to strategically adapt attention to familiar forms of complexity? In this backdrop, we investigate change detection in a dri...

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Detalles Bibliográficos
Autores principales: Kondyli, Vasiliki, Bhatt, Mehul, Levin, Daniel, Suchan, Jakob
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10412523/
https://www.ncbi.nlm.nih.gov/pubmed/37556047
http://dx.doi.org/10.1186/s41235-023-00501-1
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author Kondyli, Vasiliki
Bhatt, Mehul
Levin, Daniel
Suchan, Jakob
author_facet Kondyli, Vasiliki
Bhatt, Mehul
Levin, Daniel
Suchan, Jakob
author_sort Kondyli, Vasiliki
collection PubMed
description How do the limits of high-level visual processing affect human performance in naturalistic, dynamic settings of (multimodal) interaction where observers can draw on experience to strategically adapt attention to familiar forms of complexity? In this backdrop, we investigate change detection in a driving context to study attentional allocation aimed at overcoming environmental complexity and temporal load. Results indicate that visuospatial complexity substantially increases change blindness but also that participants effectively respond to this load by increasing their focus on safety-relevant events, by adjusting their driving, and by avoiding non-productive forms of attentional elaboration, thereby also controlling “looked-but-failed-to-see” errors. Furthermore, analyses of gaze patterns reveal that drivers occasionally, but effectively, limit attentional monitoring and lingering for irrelevant changes. Overall, the experimental outcomes reveal how drivers exhibit effective attentional compensation in highly complex situations. Our findings uncover implications for driving education and development of driving skill-testing methods, as well as for human-factors guided development of AI-based driving assistance systems.
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spelling pubmed-104125232023-08-11 How do drivers mitigate the effects of naturalistic visual complexity?: On attentional strategies and their implications under a change blindness protocol Kondyli, Vasiliki Bhatt, Mehul Levin, Daniel Suchan, Jakob Cogn Res Princ Implic Original Article How do the limits of high-level visual processing affect human performance in naturalistic, dynamic settings of (multimodal) interaction where observers can draw on experience to strategically adapt attention to familiar forms of complexity? In this backdrop, we investigate change detection in a driving context to study attentional allocation aimed at overcoming environmental complexity and temporal load. Results indicate that visuospatial complexity substantially increases change blindness but also that participants effectively respond to this load by increasing their focus on safety-relevant events, by adjusting their driving, and by avoiding non-productive forms of attentional elaboration, thereby also controlling “looked-but-failed-to-see” errors. Furthermore, analyses of gaze patterns reveal that drivers occasionally, but effectively, limit attentional monitoring and lingering for irrelevant changes. Overall, the experimental outcomes reveal how drivers exhibit effective attentional compensation in highly complex situations. Our findings uncover implications for driving education and development of driving skill-testing methods, as well as for human-factors guided development of AI-based driving assistance systems. Springer International Publishing 2023-08-09 /pmc/articles/PMC10412523/ /pubmed/37556047 http://dx.doi.org/10.1186/s41235-023-00501-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Kondyli, Vasiliki
Bhatt, Mehul
Levin, Daniel
Suchan, Jakob
How do drivers mitigate the effects of naturalistic visual complexity?: On attentional strategies and their implications under a change blindness protocol
title How do drivers mitigate the effects of naturalistic visual complexity?: On attentional strategies and their implications under a change blindness protocol
title_full How do drivers mitigate the effects of naturalistic visual complexity?: On attentional strategies and their implications under a change blindness protocol
title_fullStr How do drivers mitigate the effects of naturalistic visual complexity?: On attentional strategies and their implications under a change blindness protocol
title_full_unstemmed How do drivers mitigate the effects of naturalistic visual complexity?: On attentional strategies and their implications under a change blindness protocol
title_short How do drivers mitigate the effects of naturalistic visual complexity?: On attentional strategies and their implications under a change blindness protocol
title_sort how do drivers mitigate the effects of naturalistic visual complexity?: on attentional strategies and their implications under a change blindness protocol
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10412523/
https://www.ncbi.nlm.nih.gov/pubmed/37556047
http://dx.doi.org/10.1186/s41235-023-00501-1
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