Cluster analysis as a tool for management improvement in the SUS

Detalhes bibliográficos
Autor(a) principal: Tanaka, Oswaldo Yoshimi
Data de Publicação: 2015
Outros Autores: Drumond Junior, Marcos, Cristo, Elier Broche, Spedo, Sandra Maria [UNIFESP], Pinto, Nicanor Rodrigues da Silva [UNIFESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNIFESP
Texto Completo: http://repositorio.unifesp.br/11600/45565
http://dx.doi.org/10.1590/S0104-12902015000100003
Resumo: The institutionalization of health services evaluation tools is a strategic challenge for the development of the Brazilian National Health System (SUS). The aim of the study was to explore the potential of cluster analysis as a technical tool to support the SUS management. Steps for constructing clusters applied to a concrete reality are presented and discussed, by analyzing a type of health care emergency services (AMA), in Sao Paulo city. The strategy was based on using secondary data to construct homogeneous groups, which allows multivariate analysis, enhancing the interpretation of the relationship between these data. The study findings indicate that this technique has the potential to be used by institutional actors in the SUS management to evaluate and to monitor health services in big cities or health regions.
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spelling Tanaka, Oswaldo YoshimiDrumond Junior, MarcosCristo, Elier BrocheSpedo, Sandra Maria [UNIFESP]Pinto, Nicanor Rodrigues da Silva [UNIFESP]Universidade de São Paulo (USP)Municipal Hlth Dept Sao PauloMinist HlthUniversidade Federal de São Paulo (UNIFESP)2018-06-18T11:54:51Z2018-06-18T11:54:51Z2015-01-01Saude E Sociedade. Sao Paulo: Univ Sao Paulo, Fac Saude Publica, v. 24, n. 1, p. 35-45, 2015.0104-1290http://repositorio.unifesp.br/11600/45565http://dx.doi.org/10.1590/S0104-12902015000100003S0104-12902015000100003-pt.pdfS0104-12902015000100003-en.pdfS0104-1290201500010000310.1590/S0104-12902015000100003WOS:000354967300004The institutionalization of health services evaluation tools is a strategic challenge for the development of the Brazilian National Health System (SUS). The aim of the study was to explore the potential of cluster analysis as a technical tool to support the SUS management. Steps for constructing clusters applied to a concrete reality are presented and discussed, by analyzing a type of health care emergency services (AMA), in Sao Paulo city. The strategy was based on using secondary data to construct homogeneous groups, which allows multivariate analysis, enhancing the interpretation of the relationship between these data. The study findings indicate that this technique has the potential to be used by institutional actors in the SUS management to evaluate and to monitor health services in big cities or health regions.Univ Sao Paulo, Publ Hlth Sch, Dept Publ Hlth Practice, Sao Paulo, BrazilMunicipal Hlth Dept Sao Paulo, Epidemiol & Informat Coordinat, Sao Paulo, SP, BrazilMinist Hlth, Sao Paulo, SP, BrazilMunicipal Hlth Dept Sao Paulo, Sao Paulo, SP, BrazilUniv Fed Sao Paulo, Escola Paulista Med, Dept Prevent Med, Sao Paulo, SP, BrazilUniv Fed Sao Paulo, Escola Paulista Med, Dept Prevent Med, Sao Paulo, SP, BrazilWeb of Science35-45engUniv Sao Paulo, Fac Saude PublicaSaude E SociedadeHealth EvaluationClusters AnalysisHealth ManagementHealth ServicesNational health systemCluster analysis as a tool for management improvement in the SUSUso da análise de clusters como ferramenta de apoio à gestão no SUSinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNIFESPinstname:Universidade Federal de São Paulo (UNIFESP)instacron:UNIFESPORIGINALS0104-12902015000100003-en.pdfapplication/pdf535803${dspace.ui.url}/bitstream/11600/45565/1/S0104-12902015000100003-en.pdfd0e57d0ef397c27b4ea61a55ac8958edMD51open accessS0104-12902015000100003-pt.pdfapplication/pdf544695${dspace.ui.url}/bitstream/11600/45565/2/S0104-12902015000100003-pt.pdfbca75e17df4db73e3279087d7f23c3bfMD52open accessTEXTS0104-12902015000100003-en.pdf.txtS0104-12902015000100003-en.pdf.txtExtracted texttext/plain35620${dspace.ui.url}/bitstream/11600/45565/3/S0104-12902015000100003-en.pdf.txt1ba3df3611135b32f1ce3044c474272cMD53open accessS0104-12902015000100003-pt.pdf.txtS0104-12902015000100003-pt.pdf.txtExtracted texttext/plain38913${dspace.ui.url}/bitstream/11600/45565/6/S0104-12902015000100003-pt.pdf.txt98177e39617d415b6b383f7ea70bc7bbMD56open accessTHUMBNAILS0104-12902015000100003-en.pdf.jpgS0104-12902015000100003-en.pdf.jpgIM Thumbnailimage/jpeg5575${dspace.ui.url}/bitstream/11600/45565/5/S0104-12902015000100003-en.pdf.jpgfc3ced07a5173bc3178a2ca8bbc49eb2MD55open accessS0104-12902015000100003-pt.pdf.jpgS0104-12902015000100003-pt.pdf.jpgIM Thumbnailimage/jpeg5812${dspace.ui.url}/bitstream/11600/45565/8/S0104-12902015000100003-pt.pdf.jpge5f4a12a76a962c94329d0c7c6da2449MD58open access11600/455652022-08-02 12:26:52.794open accessoai:repositorio.unifesp.br:11600/45565Repositório InstitucionalPUBhttp://www.repositorio.unifesp.br/oai/requestopendoar:34652022-08-02T15:26:52Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)false
dc.title.en.fl_str_mv Cluster analysis as a tool for management improvement in the SUS
dc.title.pt.fl_str_mv Uso da análise de clusters como ferramenta de apoio à gestão no SUS
title Cluster analysis as a tool for management improvement in the SUS
spellingShingle Cluster analysis as a tool for management improvement in the SUS
Tanaka, Oswaldo Yoshimi
Health Evaluation
Clusters Analysis
Health Management
Health Services
National health system
title_short Cluster analysis as a tool for management improvement in the SUS
title_full Cluster analysis as a tool for management improvement in the SUS
title_fullStr Cluster analysis as a tool for management improvement in the SUS
title_full_unstemmed Cluster analysis as a tool for management improvement in the SUS
title_sort Cluster analysis as a tool for management improvement in the SUS
author Tanaka, Oswaldo Yoshimi
author_facet Tanaka, Oswaldo Yoshimi
Drumond Junior, Marcos
Cristo, Elier Broche
Spedo, Sandra Maria [UNIFESP]
Pinto, Nicanor Rodrigues da Silva [UNIFESP]
author_role author
author2 Drumond Junior, Marcos
Cristo, Elier Broche
Spedo, Sandra Maria [UNIFESP]
Pinto, Nicanor Rodrigues da Silva [UNIFESP]
author2_role author
author
author
author
dc.contributor.institution.none.fl_str_mv Universidade de São Paulo (USP)
Municipal Hlth Dept Sao Paulo
Minist Hlth
Universidade Federal de São Paulo (UNIFESP)
dc.contributor.author.fl_str_mv Tanaka, Oswaldo Yoshimi
Drumond Junior, Marcos
Cristo, Elier Broche
Spedo, Sandra Maria [UNIFESP]
Pinto, Nicanor Rodrigues da Silva [UNIFESP]
dc.subject.eng.fl_str_mv Health Evaluation
Clusters Analysis
Health Management
Health Services
National health system
topic Health Evaluation
Clusters Analysis
Health Management
Health Services
National health system
description The institutionalization of health services evaluation tools is a strategic challenge for the development of the Brazilian National Health System (SUS). The aim of the study was to explore the potential of cluster analysis as a technical tool to support the SUS management. Steps for constructing clusters applied to a concrete reality are presented and discussed, by analyzing a type of health care emergency services (AMA), in Sao Paulo city. The strategy was based on using secondary data to construct homogeneous groups, which allows multivariate analysis, enhancing the interpretation of the relationship between these data. The study findings indicate that this technique has the potential to be used by institutional actors in the SUS management to evaluate and to monitor health services in big cities or health regions.
publishDate 2015
dc.date.issued.fl_str_mv 2015-01-01
dc.date.accessioned.fl_str_mv 2018-06-18T11:54:51Z
dc.date.available.fl_str_mv 2018-06-18T11:54:51Z
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dc.identifier.citation.fl_str_mv Saude E Sociedade. Sao Paulo: Univ Sao Paulo, Fac Saude Publica, v. 24, n. 1, p. 35-45, 2015.
dc.identifier.uri.fl_str_mv http://repositorio.unifesp.br/11600/45565
http://dx.doi.org/10.1590/S0104-12902015000100003
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dc.identifier.wos.none.fl_str_mv WOS:000354967300004
identifier_str_mv Saude E Sociedade. Sao Paulo: Univ Sao Paulo, Fac Saude Publica, v. 24, n. 1, p. 35-45, 2015.
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dc.publisher.none.fl_str_mv Univ Sao Paulo, Fac Saude Publica
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