Propriedades psicométricas da Escala Subjetiva De Carga Mental de Trabalho (ESCAM) versão para o Brasil

Detalhes bibliográficos
Ano de defesa: 2023
Autor(a) principal: Lima, Mauren Pimentel
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
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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spelling 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
dc.date.none.fl_str_mv 2023-11-24
2024-09-03T11:16:54Z
2024-09-03T11:16:54Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://repositorio.ufsm.br/handle/1/32979
dc.identifier.dark.fl_str_mv ark:/26339/0013000019v07
url http://repositorio.ufsm.br/handle/1/32979
identifier_str_mv ark:/26339/0013000019v07
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Enfermagem
UFSM
Programa de Pós-Graduação em Enfermagem
Centro de Ciências da Saúde
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Enfermagem
UFSM
Programa de Pós-Graduação em Enfermagem
Centro de Ciências da Saúde
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com||manancial@ufsm.br
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