Physicians' perceptions of psychosocial factors and coping strategies in their ability to work: a multivariate analysis
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | https://doi.org/10.34624/jshd.v5i2.31600 |
Resumo: | Background/Objective: Physicians play a crucial role in healthcare systems but face negative impacts from a challenging work environment, leading to burnout. Burnout has negative effects on physician health and patient care. Understanding psychosocial aspects of work and coping strategies used by physicians is essential. Validated tools, including COPSOQ-II, BriefCOPE, and WAI scales, can provide insight into the psychosocial impact of the medical profession. The study aims to use these scales to explore the relationship between job demands (COPSOQ-II), coping strategies (BriefCOPE), and work ability (WAI) among Portuguese physicians. Methods: Participants were recruited through professional associations and organizations with access to physicians, and data was collected via a self-administered web-based questionnaire. Participants’ sociodemographic characteristics were associated with WAI scores through Chi-Square analysis and One-way ANOVA. Outliers were detected through sensitivity analysis, and exploratory and confirmatory factor analyses were performed for the COPSOQ-II and BriefCOPE scales. Associations between WAI scores and COPSOQ-II and BriefCOPE scales were also analyzed. Results: The study surveyed 55 physicians and found that except for sex, there were no significant differences in the work ability index (WAI) by sociodemographic characteristics. Significant differences were found between WAI and higher scores in job purpose, quality of management, and general health, while higher stress, sleep issues, and depressive symptoms were associated with lower WAI groups. Exploratory (EFA) and confirmatory factorial analyses (CFA) were conducted on the BriefCOPE and COPSOQ-II scales, revealing disconnection with the theoretical model. Under EFA, the BriefCOPE items related to theoretical dimension of "dysfunctional coping" are scattered into other coping dimensions, and the empirical model of the COPSOQ-II scale presented a different configuration from its theoretical model, either in the number of dimensions or in the distribution of items by their dimensions. Under CFA, these differences between the theoretical and empirical models are even clearer, as neither dataset fits to its theoretical counterpart without changes. In BriefCOPE, removing self-blaming is sufficient to correct this, while in COPSOQ, a minimum of 9 dimensions needed to be excluded. Even then this result presents unacceptable CFI(Comparative Fit Index), TLI(Tucker-Lewis Index) and RMSEA(Root Mean Square Error of Approximation) values. Conclusions: This study analyzed physician perceptions of workplace environment and job-related and psychosocial factors using a questionnaire. However, the results did not provide any significant findings, and only suggested some possible associations between certain workplace factors, coping abilities, and work ability. The study had a small sample size and further research with larger sample sizes is needed to confirm these findings. |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Physicians' perceptions of psychosocial factors and coping strategies in their ability to work: a multivariate analysisBackground/Objective: Physicians play a crucial role in healthcare systems but face negative impacts from a challenging work environment, leading to burnout. Burnout has negative effects on physician health and patient care. Understanding psychosocial aspects of work and coping strategies used by physicians is essential. Validated tools, including COPSOQ-II, BriefCOPE, and WAI scales, can provide insight into the psychosocial impact of the medical profession. The study aims to use these scales to explore the relationship between job demands (COPSOQ-II), coping strategies (BriefCOPE), and work ability (WAI) among Portuguese physicians. Methods: Participants were recruited through professional associations and organizations with access to physicians, and data was collected via a self-administered web-based questionnaire. Participants’ sociodemographic characteristics were associated with WAI scores through Chi-Square analysis and One-way ANOVA. Outliers were detected through sensitivity analysis, and exploratory and confirmatory factor analyses were performed for the COPSOQ-II and BriefCOPE scales. Associations between WAI scores and COPSOQ-II and BriefCOPE scales were also analyzed. Results: The study surveyed 55 physicians and found that except for sex, there were no significant differences in the work ability index (WAI) by sociodemographic characteristics. Significant differences were found between WAI and higher scores in job purpose, quality of management, and general health, while higher stress, sleep issues, and depressive symptoms were associated with lower WAI groups. Exploratory (EFA) and confirmatory factorial analyses (CFA) were conducted on the BriefCOPE and COPSOQ-II scales, revealing disconnection with the theoretical model. Under EFA, the BriefCOPE items related to theoretical dimension of "dysfunctional coping" are scattered into other coping dimensions, and the empirical model of the COPSOQ-II scale presented a different configuration from its theoretical model, either in the number of dimensions or in the distribution of items by their dimensions. Under CFA, these differences between the theoretical and empirical models are even clearer, as neither dataset fits to its theoretical counterpart without changes. In BriefCOPE, removing self-blaming is sufficient to correct this, while in COPSOQ, a minimum of 9 dimensions needed to be excluded. Even then this result presents unacceptable CFI(Comparative Fit Index), TLI(Tucker-Lewis Index) and RMSEA(Root Mean Square Error of Approximation) values. Conclusions: This study analyzed physician perceptions of workplace environment and job-related and psychosocial factors using a questionnaire. However, the results did not provide any significant findings, and only suggested some possible associations between certain workplace factors, coping abilities, and work ability. The study had a small sample size and further research with larger sample sizes is needed to confirm these findings.University of Aveiro (UA) and Hospital Center of Baixo Vouga (CHBV)2023-05-31info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/pdfhttps://doi.org/10.34624/jshd.v5i2.31600https://doi.org/10.34624/jshd.v5i2.31600Journal of Statistics on Health Decision; Vol 5 No 2 (2023): Special Issue - Statistics on Health Decision Making: Personalized Medicine; e31600Journal of Statistics on Health Decision; vol. 5 n.º 2 (2023): Special Issue - Statistics on Health Decision Making: Personalized Medicine; e316002184-5794reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPenghttps://proa.ua.pt/index.php/jshd/article/view/31600https://proa.ua.pt/index.php/jshd/article/view/31600/22217https://proa.ua.pt/index.php/jshd/article/view/31600/22220Copyright (c) 2023 Ana Messias, Marta Estrela, Pedro Couto, Pedro Sá-Couto, Marco Ramoshttp://creativecommons.org/licenses/by-nc-nd/4.0info:eu-repo/semantics/openAccessMessias, AnaEstrela, MartaCouto, PedroSá-Couto, PedroRamos, Marco2023-06-01T22:30:13Zoai:proa.ua.pt:article/31600Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:59:41.006635Repositório 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 |
Physicians' perceptions of psychosocial factors and coping strategies in their ability to work: a multivariate analysis |
title |
Physicians' perceptions of psychosocial factors and coping strategies in their ability to work: a multivariate analysis |
spellingShingle |
Physicians' perceptions of psychosocial factors and coping strategies in their ability to work: a multivariate analysis Messias, Ana |
title_short |
Physicians' perceptions of psychosocial factors and coping strategies in their ability to work: a multivariate analysis |
title_full |
Physicians' perceptions of psychosocial factors and coping strategies in their ability to work: a multivariate analysis |
title_fullStr |
Physicians' perceptions of psychosocial factors and coping strategies in their ability to work: a multivariate analysis |
title_full_unstemmed |
Physicians' perceptions of psychosocial factors and coping strategies in their ability to work: a multivariate analysis |
title_sort |
Physicians' perceptions of psychosocial factors and coping strategies in their ability to work: a multivariate analysis |
author |
Messias, Ana |
author_facet |
Messias, Ana Estrela, Marta Couto, Pedro Sá-Couto, Pedro Ramos, Marco |
author_role |
author |
author2 |
Estrela, Marta Couto, Pedro Sá-Couto, Pedro Ramos, Marco |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Messias, Ana Estrela, Marta Couto, Pedro Sá-Couto, Pedro Ramos, Marco |
description |
Background/Objective: Physicians play a crucial role in healthcare systems but face negative impacts from a challenging work environment, leading to burnout. Burnout has negative effects on physician health and patient care. Understanding psychosocial aspects of work and coping strategies used by physicians is essential. Validated tools, including COPSOQ-II, BriefCOPE, and WAI scales, can provide insight into the psychosocial impact of the medical profession. The study aims to use these scales to explore the relationship between job demands (COPSOQ-II), coping strategies (BriefCOPE), and work ability (WAI) among Portuguese physicians. Methods: Participants were recruited through professional associations and organizations with access to physicians, and data was collected via a self-administered web-based questionnaire. Participants’ sociodemographic characteristics were associated with WAI scores through Chi-Square analysis and One-way ANOVA. Outliers were detected through sensitivity analysis, and exploratory and confirmatory factor analyses were performed for the COPSOQ-II and BriefCOPE scales. Associations between WAI scores and COPSOQ-II and BriefCOPE scales were also analyzed. Results: The study surveyed 55 physicians and found that except for sex, there were no significant differences in the work ability index (WAI) by sociodemographic characteristics. Significant differences were found between WAI and higher scores in job purpose, quality of management, and general health, while higher stress, sleep issues, and depressive symptoms were associated with lower WAI groups. Exploratory (EFA) and confirmatory factorial analyses (CFA) were conducted on the BriefCOPE and COPSOQ-II scales, revealing disconnection with the theoretical model. Under EFA, the BriefCOPE items related to theoretical dimension of "dysfunctional coping" are scattered into other coping dimensions, and the empirical model of the COPSOQ-II scale presented a different configuration from its theoretical model, either in the number of dimensions or in the distribution of items by their dimensions. Under CFA, these differences between the theoretical and empirical models are even clearer, as neither dataset fits to its theoretical counterpart without changes. In BriefCOPE, removing self-blaming is sufficient to correct this, while in COPSOQ, a minimum of 9 dimensions needed to be excluded. Even then this result presents unacceptable CFI(Comparative Fit Index), TLI(Tucker-Lewis Index) and RMSEA(Root Mean Square Error of Approximation) values. Conclusions: This study analyzed physician perceptions of workplace environment and job-related and psychosocial factors using a questionnaire. However, the results did not provide any significant findings, and only suggested some possible associations between certain workplace factors, coping abilities, and work ability. The study had a small sample size and further research with larger sample sizes is needed to confirm these findings. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-05-31 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://doi.org/10.34624/jshd.v5i2.31600 https://doi.org/10.34624/jshd.v5i2.31600 |
url |
https://doi.org/10.34624/jshd.v5i2.31600 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://proa.ua.pt/index.php/jshd/article/view/31600 https://proa.ua.pt/index.php/jshd/article/view/31600/22217 https://proa.ua.pt/index.php/jshd/article/view/31600/22220 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2023 Ana Messias, Marta Estrela, Pedro Couto, Pedro Sá-Couto, Marco Ramos http://creativecommons.org/licenses/by-nc-nd/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2023 Ana Messias, Marta Estrela, Pedro Couto, Pedro Sá-Couto, Marco Ramos http://creativecommons.org/licenses/by-nc-nd/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
University of Aveiro (UA) and Hospital Center of Baixo Vouga (CHBV) |
publisher.none.fl_str_mv |
University of Aveiro (UA) and Hospital Center of Baixo Vouga (CHBV) |
dc.source.none.fl_str_mv |
Journal of Statistics on Health Decision; Vol 5 No 2 (2023): Special Issue - Statistics on Health Decision Making: Personalized Medicine; e31600 Journal of Statistics on Health Decision; vol. 5 n.º 2 (2023): Special Issue - Statistics on Health Decision Making: Personalized Medicine; e31600 2184-5794 reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799131666046779392 |