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Beyond performance: the role of task demand, effort, and individual differences in ab initio pilots
Aviation safety depends on the skill and expertise of pilots to meet the task demands of flying an aircraft in an effective and efficient manner. During flight training, students may respond differently to imposed task demands based on individual differences in capacity, physiological arousal, and e...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462656/ https://www.ncbi.nlm.nih.gov/pubmed/37640892 http://dx.doi.org/10.1038/s41598-023-41427-4 |
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author | Darvishi-Bayazi, Mohammad-Javad Law, Andrew Romero, Sergio Mejia Jennings, Sion Rish, Irina Faubert, Jocelyn |
author_facet | Darvishi-Bayazi, Mohammad-Javad Law, Andrew Romero, Sergio Mejia Jennings, Sion Rish, Irina Faubert, Jocelyn |
author_sort | Darvishi-Bayazi, Mohammad-Javad |
collection | PubMed |
description | Aviation safety depends on the skill and expertise of pilots to meet the task demands of flying an aircraft in an effective and efficient manner. During flight training, students may respond differently to imposed task demands based on individual differences in capacity, physiological arousal, and effort. To ensure that pilots achieve a common desired level of expertise, training programs should account for individual differences to optimize pilot performance. This study investigates the relationship between task performance and physiological correlates of effort in ab initio pilots. Twenty-four participants conducted a flight simulator task with three difficulty levels and were asked to rate their perceived demand and effort using the NASA TLX. We recorded heart rate, EEG brain activity, and pupil size to assess changes in the participants’ mental and physiological states across different task demands. We found that, despite group-level correlations between performance error and physiological responses, individual differences in physiological responses to task demands reflected different levels of participant effort and task efficiency. These findings suggest that physiological monitoring of student pilots might provide beneficial insights to flight instructors to optimize pilot training at the individual level. |
format | Online Article Text |
id | pubmed-10462656 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-104626562023-08-30 Beyond performance: the role of task demand, effort, and individual differences in ab initio pilots Darvishi-Bayazi, Mohammad-Javad Law, Andrew Romero, Sergio Mejia Jennings, Sion Rish, Irina Faubert, Jocelyn Sci Rep Article Aviation safety depends on the skill and expertise of pilots to meet the task demands of flying an aircraft in an effective and efficient manner. During flight training, students may respond differently to imposed task demands based on individual differences in capacity, physiological arousal, and effort. To ensure that pilots achieve a common desired level of expertise, training programs should account for individual differences to optimize pilot performance. This study investigates the relationship between task performance and physiological correlates of effort in ab initio pilots. Twenty-four participants conducted a flight simulator task with three difficulty levels and were asked to rate their perceived demand and effort using the NASA TLX. We recorded heart rate, EEG brain activity, and pupil size to assess changes in the participants’ mental and physiological states across different task demands. We found that, despite group-level correlations between performance error and physiological responses, individual differences in physiological responses to task demands reflected different levels of participant effort and task efficiency. These findings suggest that physiological monitoring of student pilots might provide beneficial insights to flight instructors to optimize pilot training at the individual level. Nature Publishing Group UK 2023-08-28 /pmc/articles/PMC10462656/ /pubmed/37640892 http://dx.doi.org/10.1038/s41598-023-41427-4 Text en © Crown 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 | Article Darvishi-Bayazi, Mohammad-Javad Law, Andrew Romero, Sergio Mejia Jennings, Sion Rish, Irina Faubert, Jocelyn Beyond performance: the role of task demand, effort, and individual differences in ab initio pilots |
title | Beyond performance: the role of task demand, effort, and individual differences in ab initio pilots |
title_full | Beyond performance: the role of task demand, effort, and individual differences in ab initio pilots |
title_fullStr | Beyond performance: the role of task demand, effort, and individual differences in ab initio pilots |
title_full_unstemmed | Beyond performance: the role of task demand, effort, and individual differences in ab initio pilots |
title_short | Beyond performance: the role of task demand, effort, and individual differences in ab initio pilots |
title_sort | beyond performance: the role of task demand, effort, and individual differences in ab initio pilots |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462656/ https://www.ncbi.nlm.nih.gov/pubmed/37640892 http://dx.doi.org/10.1038/s41598-023-41427-4 |
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