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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
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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. |
format | Online Article Text |
id | pubmed-10412523 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
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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