Cluster analysis as a tool for management improvement in the SUS
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Outros Autores: | , , , |
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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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 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
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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0104-1290 |
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S0104-12902015000100003-pt.pdf S0104-12902015000100003-en.pdf |
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S0104-12902015000100003 |
dc.identifier.doi.none.fl_str_mv |
10.1590/S0104-12902015000100003 |
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WOS:000354967300004 |
identifier_str_mv |
Saude E Sociedade. Sao Paulo: Univ Sao Paulo, Fac Saude Publica, v. 24, n. 1, p. 35-45, 2015. 0104-1290 S0104-12902015000100003-pt.pdf S0104-12902015000100003-en.pdf S0104-12902015000100003 10.1590/S0104-12902015000100003 WOS:000354967300004 |
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http://repositorio.unifesp.br/11600/45565 http://dx.doi.org/10.1590/S0104-12902015000100003 |
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Univ Sao Paulo, Fac Saude Publica |
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Univ Sao Paulo, Fac Saude Publica |
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