EFFICIENCY OF PUBLIC HEALTH IN MINAS GERAIS STATE: A SPATIAL ANALYSIS

Detalhes bibliográficos
Autor(a) principal: Soares, Thiago Costa
Data de Publicação: 2019
Outros Autores: Costa, Jenniffer Beatriz da, Lopes, Luckas Sabioni
Tipo de documento: Artigo
Idioma: por
Título da fonte: Análise Econômica (Online)
Texto Completo: https://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/70816
Resumo: In this paper, we analyzed the spatial dependence of the efficiency of public-sector health services in Minas Gerais, taking as reference its 853 municipalities in 2010. We computed efficiency scores and rakings by employing the method of data envelopment analysis meta-frontier. Spatial analysis was carried through with exploratory data techniques. Our results highlighted problems with resource allocation, especially in smaller cities. In addition, we found clusters of high and low-efficiency scores in the state. When comparing groups, it was verified that municipalities classified as “high-high” had higher socioeconomic indicators than those in the “low-low” regions. Therefore, a proper understanding of local realities could represent a step toward the optimization of resource allocation in the public health system.
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spelling EFFICIENCY OF PUBLIC HEALTH IN MINAS GERAIS STATE: A SPATIAL ANALYSISANÁLISE ESPACIAL DA EFICIÊNCIA DOS GASTOS PÚBLICOS EM SAÚDE EM MINAS GERAISEficiênciaSaúdeAnálise espacialC02I18R01EfficiencyPublic healthSpatial analysisC02I18R01In this paper, we analyzed the spatial dependence of the efficiency of public-sector health services in Minas Gerais, taking as reference its 853 municipalities in 2010. We computed efficiency scores and rakings by employing the method of data envelopment analysis meta-frontier. Spatial analysis was carried through with exploratory data techniques. Our results highlighted problems with resource allocation, especially in smaller cities. In addition, we found clusters of high and low-efficiency scores in the state. When comparing groups, it was verified that municipalities classified as “high-high” had higher socioeconomic indicators than those in the “low-low” regions. Therefore, a proper understanding of local realities could represent a step toward the optimization of resource allocation in the public health system.Esta pesquisa analisa a relação espacial da eficiência municipal em saúde em Minas Gerais, tomando como referência os 853 municípios do estado em 2010. Para criar os indicadores de eficiência, utiliza-se a técnica de análise envoltória de dados meta-frontier. O estudo espacial é realizado por meio da análise exploratória de dados espaciais. Os principais resultados destacam problemas na aplicação dos recursos e elevado montante relativo de gastos, sobretudo nos pequenos municípios. Pela análise espacial, encontram-se aglomerados de alta e baixa eficiência no estado. Ao se comparar os agrupamentos, verifica-se que os municípios “alto-alto” apresentam indicadores socioeconômicos mais elevados em relação aos “baixo-baixo”. Estudar melhor a realidade dessas regiões poderia ser o primeiro passo para otimizar os recursos aplicados na saúde.UFRGS2019-04-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/7081610.22456/2176-5456.70816Análise Econômica; Vol. 37 No. 72 (2019): Março 2019Análise Econômica; v. 37 n. 72 (2019): Março 20192176-54560102-9924reponame:Análise Econômica (Online)instname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSporhttps://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/70816/52462Copyright (c) 2019 Análise Econômicainfo:eu-repo/semantics/openAccessSoares, Thiago CostaCosta, Jenniffer Beatriz daLopes, Luckas Sabioni2019-04-11T19:05:27Zoai:seer.ufrgs.br:article/70816Revistahttps://seer.ufrgs.br/index.php/AnaliseEconomicaPUBhttps://seer.ufrgs.br/index.php/AnaliseEconomica/oai||rae@ufrgs.br2176-54560102-9924opendoar:2019-04-11T19:05:27Análise Econômica (Online) - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.none.fl_str_mv EFFICIENCY OF PUBLIC HEALTH IN MINAS GERAIS STATE: A SPATIAL ANALYSIS
ANÁLISE ESPACIAL DA EFICIÊNCIA DOS GASTOS PÚBLICOS EM SAÚDE EM MINAS GERAIS
title EFFICIENCY OF PUBLIC HEALTH IN MINAS GERAIS STATE: A SPATIAL ANALYSIS
spellingShingle EFFICIENCY OF PUBLIC HEALTH IN MINAS GERAIS STATE: A SPATIAL ANALYSIS
Soares, Thiago Costa
Eficiência
Saúde
Análise espacial
C02
I18
R01
Efficiency
Public health
Spatial analysis
C02
I18
R01
title_short EFFICIENCY OF PUBLIC HEALTH IN MINAS GERAIS STATE: A SPATIAL ANALYSIS
title_full EFFICIENCY OF PUBLIC HEALTH IN MINAS GERAIS STATE: A SPATIAL ANALYSIS
title_fullStr EFFICIENCY OF PUBLIC HEALTH IN MINAS GERAIS STATE: A SPATIAL ANALYSIS
title_full_unstemmed EFFICIENCY OF PUBLIC HEALTH IN MINAS GERAIS STATE: A SPATIAL ANALYSIS
title_sort EFFICIENCY OF PUBLIC HEALTH IN MINAS GERAIS STATE: A SPATIAL ANALYSIS
author Soares, Thiago Costa
author_facet Soares, Thiago Costa
Costa, Jenniffer Beatriz da
Lopes, Luckas Sabioni
author_role author
author2 Costa, Jenniffer Beatriz da
Lopes, Luckas Sabioni
author2_role author
author
dc.contributor.author.fl_str_mv Soares, Thiago Costa
Costa, Jenniffer Beatriz da
Lopes, Luckas Sabioni
dc.subject.por.fl_str_mv Eficiência
Saúde
Análise espacial
C02
I18
R01
Efficiency
Public health
Spatial analysis
C02
I18
R01
topic Eficiência
Saúde
Análise espacial
C02
I18
R01
Efficiency
Public health
Spatial analysis
C02
I18
R01
description In this paper, we analyzed the spatial dependence of the efficiency of public-sector health services in Minas Gerais, taking as reference its 853 municipalities in 2010. We computed efficiency scores and rakings by employing the method of data envelopment analysis meta-frontier. Spatial analysis was carried through with exploratory data techniques. Our results highlighted problems with resource allocation, especially in smaller cities. In addition, we found clusters of high and low-efficiency scores in the state. When comparing groups, it was verified that municipalities classified as “high-high” had higher socioeconomic indicators than those in the “low-low” regions. Therefore, a proper understanding of local realities could represent a step toward the optimization of resource allocation in the public health system.
publishDate 2019
dc.date.none.fl_str_mv 2019-04-01
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://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/70816
10.22456/2176-5456.70816
url https://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/70816
identifier_str_mv 10.22456/2176-5456.70816
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/70816/52462
dc.rights.driver.fl_str_mv Copyright (c) 2019 Análise Econômica
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2019 Análise Econômica
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv UFRGS
publisher.none.fl_str_mv UFRGS
dc.source.none.fl_str_mv Análise Econômica; Vol. 37 No. 72 (2019): Março 2019
Análise Econômica; v. 37 n. 72 (2019): Março 2019
2176-5456
0102-9924
reponame:Análise Econômica (Online)
instname:Universidade Federal do Rio Grande do Sul (UFRGS)
instacron:UFRGS
instname_str Universidade Federal do Rio Grande do Sul (UFRGS)
instacron_str UFRGS
institution UFRGS
reponame_str Análise Econômica (Online)
collection Análise Econômica (Online)
repository.name.fl_str_mv Análise Econômica (Online) - Universidade Federal do Rio Grande do Sul (UFRGS)
repository.mail.fl_str_mv ||rae@ufrgs.br
_version_ 1750135482691354624

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