Are coping and workplace psychosocial factors related to work ability in physicians? A PLS-SEM approach

Detalhes bibliográficos
Autor(a) principal: Pires, Joana Ricardo
Data de Publicação: 2023
Outros Autores: Sá-Couto, Pedro, Bem-Haja, Pedro, Ramos, Marco
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/38018
Resumo: Background/Objective: Over the last few years, new statistical techniques have been developed in the context of multivariate analysis, which are proving to be very useful in the social or health sciences, even marketing. The aim of this work was to study the interplay between 3 scales: BriefCOPE for evaluating coping strategies; COPSOQII for assessing psychosocial factors; and WAI for assessing work ability. Methods: Considering a subpopulation of physicians (n=35) we applied the Partial Least Squares Structure Equations Modelling (PLS-SEM) technique to study the relation between the 3 scales. Results: Regarding the analysis of BriefCOPE and WAI, the only BriefCOPE domain significantly related to WAI was ‘Strategies focused on emotions’ (β=0.329;p=0.038). In COPSOQII and WAI analysis, the COPSOQII domain ‘Health and wellness’ was significantly associated with WAI (β= 0.599; p<0.001) with a strong effect. In final model regarding the three scales, we could observe that the apparent relationship between WAI and ‘Strategies focused on emotions' (BriefCOPE) is mediated by the COPSOQII domain ‘Health and wellness’ (p = 0.047), which shows that there is small effect between the BriefCOPE and WAI. Conclusions: This study is the first to test relationships between these three scales simultaneously. Using a PLS-SEM approach to analyse the data, the results of the present study highlight the central role of ‘Health and wellness’ in work ability and in the mediation between coping ‘Strategies focused on emotions’ and work ability. These data suggest that employers should implement organizational policies that enhance health and well-being in order to achieve better performance from their employees.
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spelling Are coping and workplace psychosocial factors related to work ability in physicians? A PLS-SEM approachCopingPartial least squares path modellingPhysiciansWork abilityWorkplace psychosocial factorsBackground/Objective: Over the last few years, new statistical techniques have been developed in the context of multivariate analysis, which are proving to be very useful in the social or health sciences, even marketing. The aim of this work was to study the interplay between 3 scales: BriefCOPE for evaluating coping strategies; COPSOQII for assessing psychosocial factors; and WAI for assessing work ability. Methods: Considering a subpopulation of physicians (n=35) we applied the Partial Least Squares Structure Equations Modelling (PLS-SEM) technique to study the relation between the 3 scales. Results: Regarding the analysis of BriefCOPE and WAI, the only BriefCOPE domain significantly related to WAI was ‘Strategies focused on emotions’ (β=0.329;p=0.038). In COPSOQII and WAI analysis, the COPSOQII domain ‘Health and wellness’ was significantly associated with WAI (β= 0.599; p<0.001) with a strong effect. In final model regarding the three scales, we could observe that the apparent relationship between WAI and ‘Strategies focused on emotions' (BriefCOPE) is mediated by the COPSOQII domain ‘Health and wellness’ (p = 0.047), which shows that there is small effect between the BriefCOPE and WAI. Conclusions: This study is the first to test relationships between these three scales simultaneously. Using a PLS-SEM approach to analyse the data, the results of the present study highlight the central role of ‘Health and wellness’ in work ability and in the mediation between coping ‘Strategies focused on emotions’ and work ability. These data suggest that employers should implement organizational policies that enhance health and well-being in order to achieve better performance from their employees.University of Aveiro2023-06-14T07:57:37Z2023-05-30T00:00:00Z2023-05-30info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/38018eng2184-579410.34624/jshd.v5i2.31528Pires, Joana RicardoSá-Couto, PedroBem-Haja, PedroRamos, Marcoinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T12:14:15Zoai:ria.ua.pt:10773/38018Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:08:35.334849Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Are coping and workplace psychosocial factors related to work ability in physicians? A PLS-SEM approach
title Are coping and workplace psychosocial factors related to work ability in physicians? A PLS-SEM approach
spellingShingle Are coping and workplace psychosocial factors related to work ability in physicians? A PLS-SEM approach
Pires, Joana Ricardo
Coping
Partial least squares path modelling
Physicians
Work ability
Workplace psychosocial factors
title_short Are coping and workplace psychosocial factors related to work ability in physicians? A PLS-SEM approach
title_full Are coping and workplace psychosocial factors related to work ability in physicians? A PLS-SEM approach
title_fullStr Are coping and workplace psychosocial factors related to work ability in physicians? A PLS-SEM approach
title_full_unstemmed Are coping and workplace psychosocial factors related to work ability in physicians? A PLS-SEM approach
title_sort Are coping and workplace psychosocial factors related to work ability in physicians? A PLS-SEM approach
author Pires, Joana Ricardo
author_facet Pires, Joana Ricardo
Sá-Couto, Pedro
Bem-Haja, Pedro
Ramos, Marco
author_role author
author2 Sá-Couto, Pedro
Bem-Haja, Pedro
Ramos, Marco
author2_role author
author
author
dc.contributor.author.fl_str_mv Pires, Joana Ricardo
Sá-Couto, Pedro
Bem-Haja, Pedro
Ramos, Marco
dc.subject.por.fl_str_mv Coping
Partial least squares path modelling
Physicians
Work ability
Workplace psychosocial factors
topic Coping
Partial least squares path modelling
Physicians
Work ability
Workplace psychosocial factors
description Background/Objective: Over the last few years, new statistical techniques have been developed in the context of multivariate analysis, which are proving to be very useful in the social or health sciences, even marketing. The aim of this work was to study the interplay between 3 scales: BriefCOPE for evaluating coping strategies; COPSOQII for assessing psychosocial factors; and WAI for assessing work ability. Methods: Considering a subpopulation of physicians (n=35) we applied the Partial Least Squares Structure Equations Modelling (PLS-SEM) technique to study the relation between the 3 scales. Results: Regarding the analysis of BriefCOPE and WAI, the only BriefCOPE domain significantly related to WAI was ‘Strategies focused on emotions’ (β=0.329;p=0.038). In COPSOQII and WAI analysis, the COPSOQII domain ‘Health and wellness’ was significantly associated with WAI (β= 0.599; p<0.001) with a strong effect. In final model regarding the three scales, we could observe that the apparent relationship between WAI and ‘Strategies focused on emotions' (BriefCOPE) is mediated by the COPSOQII domain ‘Health and wellness’ (p = 0.047), which shows that there is small effect between the BriefCOPE and WAI. Conclusions: This study is the first to test relationships between these three scales simultaneously. Using a PLS-SEM approach to analyse the data, the results of the present study highlight the central role of ‘Health and wellness’ in work ability and in the mediation between coping ‘Strategies focused on emotions’ and work ability. These data suggest that employers should implement organizational policies that enhance health and well-being in order to achieve better performance from their employees.
publishDate 2023
dc.date.none.fl_str_mv 2023-06-14T07:57:37Z
2023-05-30T00:00:00Z
2023-05-30
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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url http://hdl.handle.net/10773/38018
dc.language.iso.fl_str_mv eng
language eng
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10.34624/jshd.v5i2.31528
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dc.publisher.none.fl_str_mv University of Aveiro
publisher.none.fl_str_mv University of Aveiro
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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