Mental health in primary care: an evaluation using the Item Response Theory

Detalhes bibliográficos
Autor(a) principal: Rocha, Hugo André da
Data de Publicação: 2018
Outros Autores: Santos, Alaneir de Fátima dos, Reis, Ilka Afonso, Santos, Marcos Antônio da Cunha, Cherchiglia, Mariângela Leal
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.
id USP-23_4ecad0d60b48d89453fcfb6edde26eb9
oai_identifier_str oai:revistas.usp.br:article/143829
network_acronym_str USP-23
network_name_str Revista de Saúde Pública
repository_id_str
spelling 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