Propriedades psicométricas da Escala Subjetiva De Carga Mental de Trabalho (ESCAM) versão para o Brasil
| Ano de defesa: | 2023 |
|---|---|
| Autor(a) principal: | |
| Orientador(a): | |
| Banca de defesa: | |
| Tipo de documento: | Tese |
| Tipo de acesso: | Acesso aberto |
| dARK ID: | ark:/26339/0013000019v07 |
| Idioma: | por |
| Instituição de defesa: |
Universidade Federal de Santa Maria
Brasil Enfermagem UFSM Programa de Pós-Graduação em Enfermagem Centro de Ciências da Saúde |
| Programa de Pós-Graduação: |
Não Informado pela instituição
|
| Departamento: |
Não Informado pela instituição
|
| País: |
Não Informado pela instituição
|
| Palavras-chave em Português: | |
| Link de acesso: | http://repositorio.ufsm.br/handle/1/32979 |
Resumo: | This study aimed to evaluate the psychometric properties of the Subjective Mental Workload Scale (ESCAM), version for Brazil. ESCAM is a Spanish tool used to evaluate the global mental load perceived by the worker. It was validated in terms of content for Brazil by Cerdótes (2020). It has 20 items, with five dimensions on a five-point Likert scale. Psychometric and cross-sectional methodological study that comprised the measurement, structural and predictive relevance stages. Structural invariance, internal consistency, convergent validity, discriminant validity, collinearity, as well as model fit and prediction indices, were analyzed. The study population included administrative technicians in education at the Federal University of Santa Maria. The sample consisted of 450 participants. Data collection was carried out using an online questionnaire with sociodemographic, labor and health profile data, ESCAM Brazilian version, Job Stress Scale and Resilience Scale. The data were generated in an Office Excel spreadsheet, version 365. Data analysis was carried out by means of Statistical Package for the Social Sciences (SPSS, version 26), Statistical Analysis System (SAS, version 9.2) and SmartPLS® (version, 4.1.0.0) software, using descriptive and multivariate statistics through structural equation modeling with partial least squares (PLS-SEM). To this end, theoretical models formed by hypotheses were established. Ethical precepts were respected. Among the participants, 65.30% were women, 32.40% were aged between 30 and 40 years, 33.10% had master’s degrees and 44.70% had a length of service between 6 and 15 years. The scale showed satisfactory internal consistency, with reliability indicators between 0.70 and 0.95. It also presented convergent validity due to the average variance extracted, with values greater than 0.5. The scale achieved discriminant validity according to the Fornell-Larcker criterion, with the highest correlation being lower than the highest and HTMT<0.9. Multigroup confirmatory factor analysis demonstrated invariance (equivalence) of ESCAM in the gender groups, with an explanation coefficient (R²=0.256). The model fit indices were appropriate (VIF<0.50), indicating that there was no collinearity. The theoretical models had most of the hypotheses confirmed by the structural coefficients (H1: b¹ 0; tcal. >1.96; p<0.05). The evaluation of predictive relevance indicated good accuracy of the models (Q2>0). The ESCAM Brazilian version presented adequate psychometric properties for the analyzed population. |
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Propriedades psicométricas da Escala Subjetiva De Carga Mental de Trabalho (ESCAM) versão para o BrasilPsychometric properties of the Subjective Mental Workload Scale (ESCAM), version for BrazilPsicometriaESCAMValidadeConfiabilidadeModelagem por equações estruturaisPsychometricsValidityReliabilityStructural equation modelingCNPQ::CIENCIAS DA SAUDE::ENFERMAGEMThis study aimed to evaluate the psychometric properties of the Subjective Mental Workload Scale (ESCAM), version for Brazil. ESCAM is a Spanish tool used to evaluate the global mental load perceived by the worker. It was validated in terms of content for Brazil by Cerdótes (2020). It has 20 items, with five dimensions on a five-point Likert scale. Psychometric and cross-sectional methodological study that comprised the measurement, structural and predictive relevance stages. Structural invariance, internal consistency, convergent validity, discriminant validity, collinearity, as well as model fit and prediction indices, were analyzed. The study population included administrative technicians in education at the Federal University of Santa Maria. The sample consisted of 450 participants. Data collection was carried out using an online questionnaire with sociodemographic, labor and health profile data, ESCAM Brazilian version, Job Stress Scale and Resilience Scale. The data were generated in an Office Excel spreadsheet, version 365. Data analysis was carried out by means of Statistical Package for the Social Sciences (SPSS, version 26), Statistical Analysis System (SAS, version 9.2) and SmartPLS® (version, 4.1.0.0) software, using descriptive and multivariate statistics through structural equation modeling with partial least squares (PLS-SEM). To this end, theoretical models formed by hypotheses were established. Ethical precepts were respected. Among the participants, 65.30% were women, 32.40% were aged between 30 and 40 years, 33.10% had master’s degrees and 44.70% had a length of service between 6 and 15 years. The scale showed satisfactory internal consistency, with reliability indicators between 0.70 and 0.95. It also presented convergent validity due to the average variance extracted, with values greater than 0.5. The scale achieved discriminant validity according to the Fornell-Larcker criterion, with the highest correlation being lower than the highest and HTMT<0.9. Multigroup confirmatory factor analysis demonstrated invariance (equivalence) of ESCAM in the gender groups, with an explanation coefficient (R²=0.256). The model fit indices were appropriate (VIF<0.50), indicating that there was no collinearity. The theoretical models had most of the hypotheses confirmed by the structural coefficients (H1: b¹ 0; tcal. >1.96; p<0.05). The evaluation of predictive relevance indicated good accuracy of the models (Q2>0). The ESCAM Brazilian version presented adequate psychometric properties for the analyzed population.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESEste estudo teve como objetivo avaliar as propriedades psicométricas da Escala Subjetiva de Carga Mental de Trabalho (ESCAM), versão para o Brasil. A ESCAM é uma ferramenta espanhola usada para avaliar carga mental global percebida pelo trabalhador. Foi validada quanto ao conteúdo para o Brasil por Cerdótes (2020). Possui 20 itens, com cinco dimensões em escala Likert de cinco pontos. Estudo metodológico do tipo psicométrico e transversal que compreendeu as etapas de mensuração, estrutural e relevância preditiva. Analisaram-se invariância estrutural, consistência interna, validade convergente, validade discriminante, colinearidade e índices de ajuste e de predição do modelo. A população do estudo incluiu técnicos administrativos em educação da Universidade Federal de Santa Maria. A amostra foi composta por 450 participantes. A coleta de dados foi realizada por meio de questionário on-line com dados sociodemográficos, laborais e perfil de saúde, versão brasileira da ESCAM, Job Stress Scale e Escala de Resiliência. Os dados foram gerados em planilha eletrônica do Office Excel, versão 365. Análise dos dados se deu pelos programas Statistical Package for the Social Sciences (SPSS, versão 26), Statistical Analysis System (SAS, versão 9.2) e SmartPLS® (versão, 4.1.0.0), utilizando a estatística descritiva e multivariada por meio de modelagem por equações estruturais com mínimos quadrados parciais (PLS-SEM). Para tanto, foram estabelecidos modelos teóricos formados por hipóteses. Foram respeitados os preceitos éticos. Dentre os participantes, 65,30% eram mulheres, 32,40% com idades entre 30 e 40 anos, 33,10% eram mestres e 44,70% apresentavam tempo de serviço entre 6 e 15 anos. A escala apresentou consistência interna satisfatória, com indicadores de confiabilidade entre 0,70 e 0,95. Também apresentou validade convergente pela variância média extraída, com valores superiores a 0,5. A escala atingiu validade discriminante pelo critério de Fornell-Larcker, com a maior correlação foi menor que a maior e HTMT<0,9. A análise fatorial confirmatória multigrupo demonstrou invariância (equivalência) da ESCAM nos grupos de gênero, com coeficiente de explicação (R²=0,256). Os índices de ajustes dos modelos foram apropriados (VIF<0,50), indicando que não houve colinearidade. Os modelos teóricos tiveram a maior parte das hipóteses confirmadas pelos coeficientes estruturais (H1: b¹ 0; tcal. >1,96; p<0,05). A avaliação da relevância preditiva indicou boa acurácia dos modelos (Q2>0). A versão brasileira da ESCAM apresentou propriedades psicométricas adequadas para a população analisada.Universidade Federal de Santa MariaBrasilEnfermagemUFSMPrograma de Pós-Graduação em EnfermagemCentro de Ciências da SaúdeAndolhe, Rafaelahttp://lattes.cnpq.br/1631718462183919Vásquez, Paula Andrea CeballosDalmolin, Graziele de LimaGreco, Patrícia Bitencourt ToscaniFernandes, Heloisa Garcia ClaroCosta, Valdecir Zavarese daLima, Mauren Pimentel2024-09-03T11:16:54Z2024-09-03T11:16:54Z2023-11-24info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttp://repositorio.ufsm.br/handle/1/32979ark:/26339/0013000019v07porAttribution-NonCommercial-NoDerivatives 4.0 Internationalinfo:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2024-09-03T11:16:54Zoai:repositorio.ufsm.br:1/32979Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/PUBhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.com||manancial@ufsm.bropendoar:2024-09-03T11:16:54Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false |
| dc.title.none.fl_str_mv |
Propriedades psicométricas da Escala Subjetiva De Carga Mental de Trabalho (ESCAM) versão para o Brasil Psychometric properties of the Subjective Mental Workload Scale (ESCAM), version for Brazil |
| title |
Propriedades psicométricas da Escala Subjetiva De Carga Mental de Trabalho (ESCAM) versão para o Brasil |
| spellingShingle |
Propriedades psicométricas da Escala Subjetiva De Carga Mental de Trabalho (ESCAM) versão para o Brasil Lima, Mauren Pimentel Psicometria ESCAM Validade Confiabilidade Modelagem por equações estruturais Psychometrics Validity Reliability Structural equation modeling CNPQ::CIENCIAS DA SAUDE::ENFERMAGEM |
| title_short |
Propriedades psicométricas da Escala Subjetiva De Carga Mental de Trabalho (ESCAM) versão para o Brasil |
| title_full |
Propriedades psicométricas da Escala Subjetiva De Carga Mental de Trabalho (ESCAM) versão para o Brasil |
| title_fullStr |
Propriedades psicométricas da Escala Subjetiva De Carga Mental de Trabalho (ESCAM) versão para o Brasil |
| title_full_unstemmed |
Propriedades psicométricas da Escala Subjetiva De Carga Mental de Trabalho (ESCAM) versão para o Brasil |
| title_sort |
Propriedades psicométricas da Escala Subjetiva De Carga Mental de Trabalho (ESCAM) versão para o Brasil |
| author |
Lima, Mauren Pimentel |
| author_facet |
Lima, Mauren Pimentel |
| author_role |
author |
| dc.contributor.none.fl_str_mv |
Andolhe, Rafaela http://lattes.cnpq.br/1631718462183919 Vásquez, Paula Andrea Ceballos Dalmolin, Graziele de Lima Greco, Patrícia Bitencourt Toscani Fernandes, Heloisa Garcia Claro Costa, Valdecir Zavarese da |
| dc.contributor.author.fl_str_mv |
Lima, Mauren Pimentel |
| dc.subject.por.fl_str_mv |
Psicometria ESCAM Validade Confiabilidade Modelagem por equações estruturais Psychometrics Validity Reliability Structural equation modeling CNPQ::CIENCIAS DA SAUDE::ENFERMAGEM |
| topic |
Psicometria ESCAM Validade Confiabilidade Modelagem por equações estruturais Psychometrics Validity Reliability Structural equation modeling CNPQ::CIENCIAS DA SAUDE::ENFERMAGEM |
| description |
This study aimed to evaluate the psychometric properties of the Subjective Mental Workload Scale (ESCAM), version for Brazil. ESCAM is a Spanish tool used to evaluate the global mental load perceived by the worker. It was validated in terms of content for Brazil by Cerdótes (2020). It has 20 items, with five dimensions on a five-point Likert scale. Psychometric and cross-sectional methodological study that comprised the measurement, structural and predictive relevance stages. Structural invariance, internal consistency, convergent validity, discriminant validity, collinearity, as well as model fit and prediction indices, were analyzed. The study population included administrative technicians in education at the Federal University of Santa Maria. The sample consisted of 450 participants. Data collection was carried out using an online questionnaire with sociodemographic, labor and health profile data, ESCAM Brazilian version, Job Stress Scale and Resilience Scale. The data were generated in an Office Excel spreadsheet, version 365. Data analysis was carried out by means of Statistical Package for the Social Sciences (SPSS, version 26), Statistical Analysis System (SAS, version 9.2) and SmartPLS® (version, 4.1.0.0) software, using descriptive and multivariate statistics through structural equation modeling with partial least squares (PLS-SEM). To this end, theoretical models formed by hypotheses were established. Ethical precepts were respected. Among the participants, 65.30% were women, 32.40% were aged between 30 and 40 years, 33.10% had master’s degrees and 44.70% had a length of service between 6 and 15 years. The scale showed satisfactory internal consistency, with reliability indicators between 0.70 and 0.95. It also presented convergent validity due to the average variance extracted, with values greater than 0.5. The scale achieved discriminant validity according to the Fornell-Larcker criterion, with the highest correlation being lower than the highest and HTMT<0.9. Multigroup confirmatory factor analysis demonstrated invariance (equivalence) of ESCAM in the gender groups, with an explanation coefficient (R²=0.256). The model fit indices were appropriate (VIF<0.50), indicating that there was no collinearity. The theoretical models had most of the hypotheses confirmed by the structural coefficients (H1: b¹ 0; tcal. >1.96; p<0.05). The evaluation of predictive relevance indicated good accuracy of the models (Q2>0). The ESCAM Brazilian version presented adequate psychometric properties for the analyzed population. |
| publishDate |
2023 |
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2023-11-24 2024-09-03T11:16:54Z 2024-09-03T11:16:54Z |
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info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/doctoralThesis |
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Universidade Federal de Santa Maria Brasil Enfermagem UFSM Programa de Pós-Graduação em Enfermagem Centro de Ciências da Saúde |
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Universidade Federal de Santa Maria Brasil Enfermagem UFSM Programa de Pós-Graduação em Enfermagem Centro de Ciências da Saúde |
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