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The effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots
Eye movements have been used to examine the cognitive function of pilots and understand how information processing abilities impact performance. Traditional and advanced measures of gaze behaviour effectively reflect changes in cognitive load, situational awareness, and expert-novice differences. Ho...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Bern Open Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10643002/ https://www.ncbi.nlm.nih.gov/pubmed/37965286 http://dx.doi.org/10.16910/jemr.16.1.3 |
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author | Ayala, Naila Zafar, Abdullah Kearns, Suzanne Irving, Elizabeth Cao, Shi Niechwiej-Szwedo, Ewa |
author_facet | Ayala, Naila Zafar, Abdullah Kearns, Suzanne Irving, Elizabeth Cao, Shi Niechwiej-Szwedo, Ewa |
author_sort | Ayala, Naila |
collection | PubMed |
description | Eye movements have been used to examine the cognitive function of pilots and understand how information processing abilities impact performance. Traditional and advanced measures of gaze behaviour effectively reflect changes in cognitive load, situational awareness, and expert-novice differences. However, the extent to which gaze behaviour changes during the early stages of skill development has yet to be addressed. The current study investigated the impact of task difficulty on gaze behaviour in low-time pilots (N=18) while they completed simulated landing scenarios. An increase in task difficulty resulted in longer fixation of the runway, and a reduction in the stationary gaze entropy (gaze dispersion) and gaze transition entropy (sequence complexity). These findings suggest that pilots’ gaze became less complex and more focused on fewer areas of interest when task difficulty increased. Additionally, a novel approach to identify and track instances when pilots restrict their attention outside the cockpit (i.e., gaze tunneling) was explored and shown to be sensitive to changes in task difficulty. Altogether, the gaze-related metrics used in the present study provide valuable information for assessing pilots gaze behaviour and help further understand how gaze contributes to better performance in low-time pilots. |
format | Online Article Text |
id | pubmed-10643002 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Bern Open Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-106430022023-11-14 The effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots Ayala, Naila Zafar, Abdullah Kearns, Suzanne Irving, Elizabeth Cao, Shi Niechwiej-Szwedo, Ewa J Eye Mov Res Research Article Eye movements have been used to examine the cognitive function of pilots and understand how information processing abilities impact performance. Traditional and advanced measures of gaze behaviour effectively reflect changes in cognitive load, situational awareness, and expert-novice differences. However, the extent to which gaze behaviour changes during the early stages of skill development has yet to be addressed. The current study investigated the impact of task difficulty on gaze behaviour in low-time pilots (N=18) while they completed simulated landing scenarios. An increase in task difficulty resulted in longer fixation of the runway, and a reduction in the stationary gaze entropy (gaze dispersion) and gaze transition entropy (sequence complexity). These findings suggest that pilots’ gaze became less complex and more focused on fewer areas of interest when task difficulty increased. Additionally, a novel approach to identify and track instances when pilots restrict their attention outside the cockpit (i.e., gaze tunneling) was explored and shown to be sensitive to changes in task difficulty. Altogether, the gaze-related metrics used in the present study provide valuable information for assessing pilots gaze behaviour and help further understand how gaze contributes to better performance in low-time pilots. Bern Open Publishing 2023-03-20 /pmc/articles/PMC10643002/ /pubmed/37965286 http://dx.doi.org/10.16910/jemr.16.1.3 Text en Copyright (©) 2023 Naila Ayala, Abdullah Zafar, Suzanne Kearns, Elizabeth Irving, Shi Cao, Ewa Niechwiej-Szwedo https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License, ( https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Article Ayala, Naila Zafar, Abdullah Kearns, Suzanne Irving, Elizabeth Cao, Shi Niechwiej-Szwedo, Ewa The effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots |
title | The effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots |
title_full | The effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots |
title_fullStr | The effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots |
title_full_unstemmed | The effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots |
title_short | The effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots |
title_sort | effects of task difficulty on gaze behaviour during landing with visual flight rules in low-time pilots |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10643002/ https://www.ncbi.nlm.nih.gov/pubmed/37965286 http://dx.doi.org/10.16910/jemr.16.1.3 |
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