Mental health in primary care: an evaluation using the Item Response Theory
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | por eng |
Título da fonte: | Revista de Saúde Pública |
Texto Completo: | https://www.revistas.usp.br/rsp/article/view/143829 |
Resumo: | OBJECTIVE: To determine the items of the Brazilian National Program for Improving Access and Quality of Primary Care that better evaluate the capacity to provide mental health care. METHODS: This is a cross-sectional study carried out using the Graded Response Model of the Item Response Theory using secondary data from the second cycle of the National Program for Improving Access and Quality of Primary Care, which evaluates 30,523 primary care teams in the period from 2013 to 2014 in Brazil. The internal consistency, correlation between items, and correlation between items and the total score were tested using the Cronbach’s alpha, Spearman’s correlation, and point biserial coefficients, respectively. The assumptions of unidimensionality and local independence of the items were tested. Word clouds were used as one way to present the results. RESULTS: The items with the greatest ability to discriminate were scheduling of the agenda according to risk stratification, keeping of records of the most serious cases of users in psychological distress, and provision of group care. The items that required a higher level of mental health care in the parameter of location were the provision of any type of group care and the provision of educational and mental health promotion activities. Total Cronbach’s alpha coefficient was 0.87. The items that obtained the highest correlation with total score were the recording of the most serious cases of users in psychological distress and scheduling of the agenda according to risk stratification. The final scores obtained oscillated between -2.07 (minimum) and 1.95 (maximum). CONCLUSIONS: There are important aspects in the discrimination of the capacity to provide mental health care by primary health care teams: risk stratification for care management, follow-up of the most serious cases, group care, and preventive and health promotion actions. |
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Mental health in primary care: an evaluation using the Item Response TheorySaúde mental na atenção básica: uma avaliação por meio da Teoria da Resposta ao ItemServiços de Saúde Mentalorganização & administração. Atenção Primária à Saúde. Pacientesclassificação. Pesquisa sobre Serviços de Saúde.Mental Health Servicesorganization & administration. Primary Health Care. Patientsclassification. Health Services Research.OBJECTIVE: To determine the items of the Brazilian National Program for Improving Access and Quality of Primary Care that better evaluate the capacity to provide mental health care. METHODS: This is a cross-sectional study carried out using the Graded Response Model of the Item Response Theory using secondary data from the second cycle of the National Program for Improving Access and Quality of Primary Care, which evaluates 30,523 primary care teams in the period from 2013 to 2014 in Brazil. The internal consistency, correlation between items, and correlation between items and the total score were tested using the Cronbach’s alpha, Spearman’s correlation, and point biserial coefficients, respectively. The assumptions of unidimensionality and local independence of the items were tested. Word clouds were used as one way to present the results. RESULTS: The items with the greatest ability to discriminate were scheduling of the agenda according to risk stratification, keeping of records of the most serious cases of users in psychological distress, and provision of group care. The items that required a higher level of mental health care in the parameter of location were the provision of any type of group care and the provision of educational and mental health promotion activities. Total Cronbach’s alpha coefficient was 0.87. The items that obtained the highest correlation with total score were the recording of the most serious cases of users in psychological distress and scheduling of the agenda according to risk stratification. The final scores obtained oscillated between -2.07 (minimum) and 1.95 (maximum). CONCLUSIONS: There are important aspects in the discrimination of the capacity to provide mental health care by primary health care teams: risk stratification for care management, follow-up of the most serious cases, group care, and preventive and health promotion actions.OBJETIVO: Determinar os itens do Programa Nacional de Melhoria do Acesso e da Qualidade da Atenção Básica que melhor avaliam a capacidade de oferta de cuidados em saúde mental. MÉTODOS: Estudo transversal efetuado por meio do Modelo de Resposta Gradual da Teoria da Resposta ao Item, utilizando dados secundários do segundo ciclo do Programa Nacional de Melhoria do Acesso e da Qualidade da Atenção Básica, tendo sido avaliadas 30.523 equipes de atenção básica no período de 2013 a 2014. A consistência interna, a correlação entre os itens e dos itens com o escore total foram testadas usando os coeficientes alfa de Cronbach, correlação de Spearman e ponto bisserial, respectivamente. Foram testados os pressupostos de unidimensionalidade e independência local dos itens. Utilizaram-se como uma das formas de apresentação dos resultados as nuvens de palavras. RESULTADOS: Programar a agenda de acordo com a estratificação de risco, manter registro dos casos mais graves de usuários em sofrimento psíquico e ofertar algum atendimento em grupo foram os itens com maior capacidade de discriminação. Ofertar alguma modalidade de atendimento em grupo e ofertar ações educativas e de promoção de saúde mental foram os itens que requereram maior nível de oferta de cuidados em saúde mental no parâmetro de locação. O coeficiente alfa de Cronbach total foi 0,87. Realizar o registro dos casos mais graves de usuários em sofrimento psíquico e programar a agenda de acordo com a estratificação de risco foram os itens que obtiveram maior correlação com o escore total. Os escores finais obtidos oscilaram entre -2,07 (mínimo) e 1,95 (máximo). CONCLUSÕES: São aspectos relevantes na discriminação da capacidade de ofertar cuidados em saúde mental pelas equipes de atenção básica: a estratificação do risco para gestão do cuidado, o acompanhamento dos casos mais graves, o atendimento em grupo e as ações preventivas e de promoção da saúde.Universidade de São Paulo. Faculdade de Saúde Pública2018-02-26info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfapplication/xmlhttps://www.revistas.usp.br/rsp/article/view/14382910.11606/S1518-8787.2018052000051Revista de Saúde Pública; Vol. 52 (2018); 17Revista de Saúde Pública; Vol. 52 (2018); 17Revista de Saúde Pública; v. 52 (2018); 171518-87870034-8910reponame:Revista de Saúde Públicainstname:Universidade de São Paulo (USP)instacron:USPporenghttps://www.revistas.usp.br/rsp/article/view/143829/138456https://www.revistas.usp.br/rsp/article/view/143829/138457https://www.revistas.usp.br/rsp/article/view/143829/148293Copyright (c) 2018 Revista de Saúde Públicainfo:eu-repo/semantics/openAccessRocha, Hugo André daSantos, Alaneir de Fátima dosReis, Ilka AfonsoSantos, Marcos Antônio da CunhaCherchiglia, Mariângela Leal2018-07-20T11:44:50Zoai:revistas.usp.br:article/143829Revistahttps://www.revistas.usp.br/rsp/indexONGhttps://www.revistas.usp.br/rsp/oairevsp@org.usp.br||revsp1@usp.br1518-87870034-8910opendoar:2018-07-20T11:44:50Revista de Saúde Pública - Universidade de São Paulo (USP)false |
dc.title.none.fl_str_mv |
Mental health in primary care: an evaluation using the Item Response Theory Saúde mental na atenção básica: uma avaliação por meio da Teoria da Resposta ao Item |
title |
Mental health in primary care: an evaluation using the Item Response Theory |
spellingShingle |
Mental health in primary care: an evaluation using the Item Response Theory Rocha, Hugo André da Serviços de Saúde Mental organização & administração. Atenção Primária à Saúde. Pacientes classificação. Pesquisa sobre Serviços de Saúde. Mental Health Services organization & administration. Primary Health Care. Patients classification. Health Services Research. |
title_short |
Mental health in primary care: an evaluation using the Item Response Theory |
title_full |
Mental health in primary care: an evaluation using the Item Response Theory |
title_fullStr |
Mental health in primary care: an evaluation using the Item Response Theory |
title_full_unstemmed |
Mental health in primary care: an evaluation using the Item Response Theory |
title_sort |
Mental health in primary care: an evaluation using the Item Response Theory |
author |
Rocha, Hugo André da |
author_facet |
Rocha, Hugo André da Santos, Alaneir de Fátima dos Reis, Ilka Afonso Santos, Marcos Antônio da Cunha Cherchiglia, Mariângela Leal |
author_role |
author |
author2 |
Santos, Alaneir de Fátima dos Reis, Ilka Afonso Santos, Marcos Antônio da Cunha Cherchiglia, Mariângela Leal |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Rocha, Hugo André da Santos, Alaneir de Fátima dos Reis, Ilka Afonso Santos, Marcos Antônio da Cunha Cherchiglia, Mariângela Leal |
dc.subject.por.fl_str_mv |
Serviços de Saúde Mental organização & administração. Atenção Primária à Saúde. Pacientes classificação. Pesquisa sobre Serviços de Saúde. Mental Health Services organization & administration. Primary Health Care. Patients classification. Health Services Research. |
topic |
Serviços de Saúde Mental organização & administração. Atenção Primária à Saúde. Pacientes classificação. Pesquisa sobre Serviços de Saúde. Mental Health Services organization & administration. Primary Health Care. Patients classification. Health Services Research. |
description |
OBJECTIVE: To determine the items of the Brazilian National Program for Improving Access and Quality of Primary Care that better evaluate the capacity to provide mental health care. METHODS: This is a cross-sectional study carried out using the Graded Response Model of the Item Response Theory using secondary data from the second cycle of the National Program for Improving Access and Quality of Primary Care, which evaluates 30,523 primary care teams in the period from 2013 to 2014 in Brazil. The internal consistency, correlation between items, and correlation between items and the total score were tested using the Cronbach’s alpha, Spearman’s correlation, and point biserial coefficients, respectively. The assumptions of unidimensionality and local independence of the items were tested. Word clouds were used as one way to present the results. RESULTS: The items with the greatest ability to discriminate were scheduling of the agenda according to risk stratification, keeping of records of the most serious cases of users in psychological distress, and provision of group care. The items that required a higher level of mental health care in the parameter of location were the provision of any type of group care and the provision of educational and mental health promotion activities. Total Cronbach’s alpha coefficient was 0.87. The items that obtained the highest correlation with total score were the recording of the most serious cases of users in psychological distress and scheduling of the agenda according to risk stratification. The final scores obtained oscillated between -2.07 (minimum) and 1.95 (maximum). CONCLUSIONS: There are important aspects in the discrimination of the capacity to provide mental health care by primary health care teams: risk stratification for care management, follow-up of the most serious cases, group care, and preventive and health promotion actions. |
publishDate |
2018 |
dc.date.none.fl_str_mv |
2018-02-26 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://www.revistas.usp.br/rsp/article/view/143829 10.11606/S1518-8787.2018052000051 |
url |
https://www.revistas.usp.br/rsp/article/view/143829 |
identifier_str_mv |
10.11606/S1518-8787.2018052000051 |
dc.language.iso.fl_str_mv |
por eng |
language |
por eng |
dc.relation.none.fl_str_mv |
https://www.revistas.usp.br/rsp/article/view/143829/138456 https://www.revistas.usp.br/rsp/article/view/143829/138457 https://www.revistas.usp.br/rsp/article/view/143829/148293 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2018 Revista de Saúde Pública info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2018 Revista de Saúde Pública |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf application/pdf application/xml |
dc.publisher.none.fl_str_mv |
Universidade de São Paulo. Faculdade de Saúde Pública |
publisher.none.fl_str_mv |
Universidade de São Paulo. Faculdade de Saúde Pública |
dc.source.none.fl_str_mv |
Revista de Saúde Pública; Vol. 52 (2018); 17 Revista de Saúde Pública; Vol. 52 (2018); 17 Revista de Saúde Pública; v. 52 (2018); 17 1518-8787 0034-8910 reponame:Revista de Saúde Pública instname:Universidade de São Paulo (USP) instacron:USP |
instname_str |
Universidade de São Paulo (USP) |
instacron_str |
USP |
institution |
USP |
reponame_str |
Revista de Saúde Pública |
collection |
Revista de Saúde Pública |
repository.name.fl_str_mv |
Revista de Saúde Pública - Universidade de São Paulo (USP) |
repository.mail.fl_str_mv |
revsp@org.usp.br||revsp1@usp.br |
_version_ |
1800221799174111232 |