Effects of Workload in Novice Military Transport Flights on Autonomic Modulation and Cognitive Performance: An Observational Cross-Sectional Study

Detalhes bibliográficos
Autor(a) principal: Mendes, Enyo
Data de Publicação: 2021
Outros Autores: Sá, Grace, Massaferri, Renato, Oliveira-Silva, Iransé, Monteiro, Walace, Farinatti, Paulo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista de Educação Física
Texto Completo: https://revistadeeducacaofisica.emnuvens.com.br/revista/article/view/2801
Resumo: Introduction: Introduction: Flight-related stress influences pilots’ health and performance. Research investigating the influence of workload during military flights on those outcomes is warranted. Objective: This study investigated the effects of perceived workload during military transport flights on autonomic modulation and cognitive performance in novice Brazilian Air Force pilots. Methods: In this cross-sectional observational study with 15 pilots. Perceived workload was assessed using the NASA-TLX inventory. Autonomic modulation during the flights was evaluated by heart rate variability. Cognitive performance pre- vs. post-flights was compared using the Stroop color-word test. Results: The perceived workload during flights was moderate (~5 points), with a 5-fold greater contribution of ‘mental’ vs. ‘physical demand’. Flights provoked a 2-3 fold increasing in sympathetic modulation, with 50% greater average autonomic changes in P1 than P2 (D max/min; p<0.05): RRi (P1: D -189/-199 ms; P2: D -164/-177 ms), RMMSD (P1: D -24/-25 ms; P2: D -16/-18 ms), pNN50 (P1: D -19/-20%; P2: D -15/-20%), LF (P1: D 19/24 u.n.; P2: D 19 u.n.), HF (P1: D -19/-23 u.n.; D P2: -18/-19 u.n.), LF/HF (P1: D 4/5; P2: D 3/4). Correlations between NASA-TLX and sympathetic modulation were inverse vs. ‘physical demand’ and ‘overall workload’ (rs= -0.52/-0.63), and direct vs. ‘mental demand’ (rs=0.57), the opposite occurring for parasympathetic modulation (rs=0.47/0.59; rs= -0.45/-0.47; p<0.05). The cognitive performance was unaltered and uncorrelated with NASA-TLX components. Conclusion: Greater perceived workload during military transport flights increased sympathetic and lowered parasympathetic modulation but did not influence cognitive performance.
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spelling Effects of Workload in Novice Military Transport Flights on Autonomic Modulation and Cognitive Performance: An Observational Cross-Sectional StudyEfeitos da carga de trabalho na modulação autônoma e no desempenho cognitivo durante voos de transporte militar em pilotos novatos: um estudo observacional seccionalautonomic nervous systemStroop testNASA-TLXmilitary aviationwork stresshealthsistema nervoso autônomoStroop testNASA-TLXaviação militarsaúdeestresse no trabalhoIntroduction: Introduction: Flight-related stress influences pilots’ health and performance. Research investigating the influence of workload during military flights on those outcomes is warranted. Objective: This study investigated the effects of perceived workload during military transport flights on autonomic modulation and cognitive performance in novice Brazilian Air Force pilots. Methods: In this cross-sectional observational study with 15 pilots. Perceived workload was assessed using the NASA-TLX inventory. Autonomic modulation during the flights was evaluated by heart rate variability. Cognitive performance pre- vs. post-flights was compared using the Stroop color-word test. Results: The perceived workload during flights was moderate (~5 points), with a 5-fold greater contribution of ‘mental’ vs. ‘physical demand’. Flights provoked a 2-3 fold increasing in sympathetic modulation, with 50% greater average autonomic changes in P1 than P2 (D max/min; p<0.05): RRi (P1: D -189/-199 ms; P2: D -164/-177 ms), RMMSD (P1: D -24/-25 ms; P2: D -16/-18 ms), pNN50 (P1: D -19/-20%; P2: D -15/-20%), LF (P1: D 19/24 u.n.; P2: D 19 u.n.), HF (P1: D -19/-23 u.n.; D P2: -18/-19 u.n.), LF/HF (P1: D 4/5; P2: D 3/4). Correlations between NASA-TLX and sympathetic modulation were inverse vs. ‘physical demand’ and ‘overall workload’ (rs= -0.52/-0.63), and direct vs. ‘mental demand’ (rs=0.57), the opposite occurring for parasympathetic modulation (rs=0.47/0.59; rs= -0.45/-0.47; p<0.05). The cognitive performance was unaltered and uncorrelated with NASA-TLX components. Conclusion: Greater perceived workload during military transport flights increased sympathetic and lowered parasympathetic modulation but did not influence cognitive performance.Introdução: O estresse durante a pilotagem de aeronaves influencia a saúde e desempenho dos pilotos. Pesquisas sobre a influência da carga de trabalho durante voos militares sobre esses desfechos são necessárias. Objetivo: Esse estudo investigou os efeitos da carga trabalho percebida durante voos de transporte militar sobre a modulação autonômica e desempenho cognitivo de pilotos em treinamento da Força Aérea Brasileira. Métodos: Estudo observacional transversal do qual participaram 15 pilotos. A carga de trabalho percebida foi avaliada pelo inventário NASA-TLX. foi examinada a modulação autonômica durante os voos e o desempenho cognitivo antes e após os voos. Resultados: A carga de trabalho dos voos foi moderada (~5 pontos), com contribuição cinco vezes maior da ‘demanda mental’ vs. ‘física’. Os voos acarretaram aumentos de 2-3 vezes na modulação simpática, com alterações autonômicas médias 50% maiores em P1 que P2. Correlações entre NASA-TLX e modulação simpática foram inversas vs. ‘demanda física’ e ‘carga total’ (rs= -0.52/-0.63) e direta vs. ‘demanda mental’ (rs=0.57), o oposto ocorrendo para a modulação parassimpática (rs=0.47/0.59; rs= -0.45/-0.47; p<0.05). O desempenho cognitivo permaneceu inalterado e não se correlacionou com os componentes do NASA-TLX. Conclusão: Uma maior percepção da carga de trabalho durante voos militares de transporte acarretou aumento na modulação simpática e redução parassimpática, mas não influenciou no desempenho cognitivo.Exército Brasileiro2021-12-20info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistadeeducacaofisica.emnuvens.com.br/revista/article/view/280110.37310/ref.v90i4.2801Journal of Physical Education; Vol. 90 No. 4 (2021); 282-298Revista de Educação Física / Journal of Physical Education; v. 90 n. 4 (2021); 282-2982447-89460102-846410.37310/ref.v90i4reponame:Revista de Educação Físicainstname:Centro de Capacitação Física do Exército (CCFEX)instacron:CCFEXenghttps://revistadeeducacaofisica.emnuvens.com.br/revista/article/view/2801/2973https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessMendes, EnyoSá, GraceMassaferri, RenatoOliveira-Silva, IranséMonteiro, WalaceFarinatti, Paulo2023-02-08T16:49:03Zoai:ojs.revistadeeducacaofisica.emnuvens.com.br:article/2801Revistahttps://revistadeeducacaofisica.emnuvens.com.br/revistaPUBhttps://revistadeeducacaofisica.emnuvens.com.br/revista/oai||revistaef.ccfex@gmail.com2447-89460102-8464opendoar:2023-02-08T16:49:03Revista de Educação Física - Centro de Capacitação Física do Exército (CCFEX)false
dc.title.none.fl_str_mv Effects of Workload in Novice Military Transport Flights on Autonomic Modulation and Cognitive Performance: An Observational Cross-Sectional Study
Efeitos da carga de trabalho na modulação autônoma e no desempenho cognitivo durante voos de transporte militar em pilotos novatos: um estudo observacional seccional
title Effects of Workload in Novice Military Transport Flights on Autonomic Modulation and Cognitive Performance: An Observational Cross-Sectional Study
spellingShingle Effects of Workload in Novice Military Transport Flights on Autonomic Modulation and Cognitive Performance: An Observational Cross-Sectional Study
Mendes, Enyo
autonomic nervous system
Stroop test
NASA-TLX
military aviation
work stress
health
sistema nervoso autônomo
Stroop test
NASA-TLX
aviação militar
saúde
estresse no trabalho
title_short Effects of Workload in Novice Military Transport Flights on Autonomic Modulation and Cognitive Performance: An Observational Cross-Sectional Study
title_full Effects of Workload in Novice Military Transport Flights on Autonomic Modulation and Cognitive Performance: An Observational Cross-Sectional Study
title_fullStr Effects of Workload in Novice Military Transport Flights on Autonomic Modulation and Cognitive Performance: An Observational Cross-Sectional Study
title_full_unstemmed Effects of Workload in Novice Military Transport Flights on Autonomic Modulation and Cognitive Performance: An Observational Cross-Sectional Study
title_sort Effects of Workload in Novice Military Transport Flights on Autonomic Modulation and Cognitive Performance: An Observational Cross-Sectional Study
author Mendes, Enyo
author_facet Mendes, Enyo
Sá, Grace
Massaferri, Renato
Oliveira-Silva, Iransé
Monteiro, Walace
Farinatti, Paulo
author_role author
author2 Sá, Grace
Massaferri, Renato
Oliveira-Silva, Iransé
Monteiro, Walace
Farinatti, Paulo
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Mendes, Enyo
Sá, Grace
Massaferri, Renato
Oliveira-Silva, Iransé
Monteiro, Walace
Farinatti, Paulo
dc.subject.por.fl_str_mv autonomic nervous system
Stroop test
NASA-TLX
military aviation
work stress
health
sistema nervoso autônomo
Stroop test
NASA-TLX
aviação militar
saúde
estresse no trabalho
topic autonomic nervous system
Stroop test
NASA-TLX
military aviation
work stress
health
sistema nervoso autônomo
Stroop test
NASA-TLX
aviação militar
saúde
estresse no trabalho
description Introduction: Introduction: Flight-related stress influences pilots’ health and performance. Research investigating the influence of workload during military flights on those outcomes is warranted. Objective: This study investigated the effects of perceived workload during military transport flights on autonomic modulation and cognitive performance in novice Brazilian Air Force pilots. Methods: In this cross-sectional observational study with 15 pilots. Perceived workload was assessed using the NASA-TLX inventory. Autonomic modulation during the flights was evaluated by heart rate variability. Cognitive performance pre- vs. post-flights was compared using the Stroop color-word test. Results: The perceived workload during flights was moderate (~5 points), with a 5-fold greater contribution of ‘mental’ vs. ‘physical demand’. Flights provoked a 2-3 fold increasing in sympathetic modulation, with 50% greater average autonomic changes in P1 than P2 (D max/min; p<0.05): RRi (P1: D -189/-199 ms; P2: D -164/-177 ms), RMMSD (P1: D -24/-25 ms; P2: D -16/-18 ms), pNN50 (P1: D -19/-20%; P2: D -15/-20%), LF (P1: D 19/24 u.n.; P2: D 19 u.n.), HF (P1: D -19/-23 u.n.; D P2: -18/-19 u.n.), LF/HF (P1: D 4/5; P2: D 3/4). Correlations between NASA-TLX and sympathetic modulation were inverse vs. ‘physical demand’ and ‘overall workload’ (rs= -0.52/-0.63), and direct vs. ‘mental demand’ (rs=0.57), the opposite occurring for parasympathetic modulation (rs=0.47/0.59; rs= -0.45/-0.47; p<0.05). The cognitive performance was unaltered and uncorrelated with NASA-TLX components. Conclusion: Greater perceived workload during military transport flights increased sympathetic and lowered parasympathetic modulation but did not influence cognitive performance.
publishDate 2021
dc.date.none.fl_str_mv 2021-12-20
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
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dc.identifier.uri.fl_str_mv https://revistadeeducacaofisica.emnuvens.com.br/revista/article/view/2801
10.37310/ref.v90i4.2801
url https://revistadeeducacaofisica.emnuvens.com.br/revista/article/view/2801
identifier_str_mv 10.37310/ref.v90i4.2801
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://revistadeeducacaofisica.emnuvens.com.br/revista/article/view/2801/2973
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Exército Brasileiro
publisher.none.fl_str_mv Exército Brasileiro
dc.source.none.fl_str_mv Journal of Physical Education; Vol. 90 No. 4 (2021); 282-298
Revista de Educação Física / Journal of Physical Education; v. 90 n. 4 (2021); 282-298
2447-8946
0102-8464
10.37310/ref.v90i4
reponame:Revista de Educação Física
instname:Centro de Capacitação Física do Exército (CCFEX)
instacron:CCFEX
instname_str Centro de Capacitação Física do Exército (CCFEX)
instacron_str CCFEX
institution CCFEX
reponame_str Revista de Educação Física
collection Revista de Educação Física
repository.name.fl_str_mv Revista de Educação Física - Centro de Capacitação Física do Exército (CCFEX)
repository.mail.fl_str_mv ||revistaef.ccfex@gmail.com
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