Efficiency of Health Spending in Brazilian States: Analysis Based on Clusters

Detalhes bibliográficos
Autor(a) principal: Viana, Cátia Cilene Ferreira
Data de Publicação: 2022
Outros Autores: Boente, Diego Rodrigues
Tipo de documento: Artigo
Idioma: por
eng
Título da fonte: Contabilidade, Gestão e Governança
Texto Completo: https://revistacgg.org/index.php/contabil/article/view/2712
Resumo: Objective: This study seeks to ascertain the efficiency of health spending in the Brazilian states and the Federal District. Method: This is a descriptive quantitative study which segments the states into clusters, calculating the efficiency of each cluster and compares the results with and without clusters during the period from 2015 to 2018. To calculate the efficiency scores of the country’s 27 units, we use Data Envelopment Analysis (DEA) with Constant Returns to Scale and Variable Returns to Scale models, which are oriented toward the outputs. Originality/Relevance: Cluster segregation is the differential of the research by Andrett et al. (2018), who also analyzed the efficiency of public spending in the states. There is little approach regarding the creation of criteria for grouping, in the states, regarding public health in Brazil. Results: The results show that the states of Minas Gerais, Maranhão and São Paulo obtained scores with an efficiency equal to 1, independent of whether they were grouped or not grouped in clusters, and for the other states in at least one period their segregation by clusters altered their efficiency scores, which suggests the existence of problems in the management of health spending, and therefore their quality of services needs to improve and maximum use needs to be made of public health resources. Theoretical/Methodological contributions: This study makes a practical contribution not only to the academic environment but can also inform the decision making of public managers in order to improve the quality of health services through the use of cluster techniques to evaluate this spending.
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spelling Efficiency of Health Spending in Brazilian States: Analysis Based on Clusters Eficiência dos Gastos com Saúde nos Estados Brasileiros: Análise Baseada em Clusterseficiência do gastosaúde públicagestão públicaclusterspending efficiencypublic healthpublic spendingclusterObjective: This study seeks to ascertain the efficiency of health spending in the Brazilian states and the Federal District. Method: This is a descriptive quantitative study which segments the states into clusters, calculating the efficiency of each cluster and compares the results with and without clusters during the period from 2015 to 2018. To calculate the efficiency scores of the country’s 27 units, we use Data Envelopment Analysis (DEA) with Constant Returns to Scale and Variable Returns to Scale models, which are oriented toward the outputs. Originality/Relevance: Cluster segregation is the differential of the research by Andrett et al. (2018), who also analyzed the efficiency of public spending in the states. There is little approach regarding the creation of criteria for grouping, in the states, regarding public health in Brazil. Results: The results show that the states of Minas Gerais, Maranhão and São Paulo obtained scores with an efficiency equal to 1, independent of whether they were grouped or not grouped in clusters, and for the other states in at least one period their segregation by clusters altered their efficiency scores, which suggests the existence of problems in the management of health spending, and therefore their quality of services needs to improve and maximum use needs to be made of public health resources. Theoretical/Methodological contributions: This study makes a practical contribution not only to the academic environment but can also inform the decision making of public managers in order to improve the quality of health services through the use of cluster techniques to evaluate this spending.Objetivo: Esta pesquisa objetivou apurar a eficiência dos gastos com saúde pública dos estados brasileiros e do Distrito Federal. Método: Classificada como quantitativa e descritiva, a pesquisa buscou segmentar os estados em clusters, calcular a eficiência no âmbito de cada cluster e comparar os resultados da eficiência com e sem os clusters, no período compreendido entre 2015 e 2018. Para calcular os escores de eficiência das 27 unidades da Federação, foi utilizada a Análise Envoltória de Dados (Data Envelopment Analysis - DEA) com os modelos Retorno Constante de Escala e Retorno Variável de Escala, orientado ao output. Originalidade/Relevância: A segregação em cluster é o diferencial da pesquisa de Andrett et al. (2018), que também analisou a eficiência nos gastos públicos nos estados. Há pouca abordagem acerca da criação de critérios para o agrupamento, nos estados, a respeito da saúde pública no Brasil. Resultados: Os resultados mostraram que os estados de Minas Gerais, Maranhão e São Paulo obtiveram os escores de eficiência igual a 1, agrupados ou não pelos clusters, e que, nos demais estados, ao menos em um período, a segregação por clusters alterou os escores de eficiência, o que sugere a existência de problemas quanto à gestão de gastos públicos com saúde e, portanto, a necessidade de melhorar a qualidade dos serviços e de maximizar os recursos com saúde pública. Contribuições teóricas/metodológicas: Esta pesquisa contribui, de maneira prática, não apenas no ambiente acadêmico, mas também na tomada de decisão dos gestores públicos com o objetivo de melhorar a qualidade dos serviços com saúde, utilizando-se das técnicas de cluster para avaliação desses gastos.Contabilidade Gestão e Governança2022-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttps://revistacgg.org/index.php/contabil/article/view/271210.51341/cgg.v25i2.2712Contabilidade Gestão e Governança; v. 25 n. 2 (2022); 236-2541984-39251984-392510.51341/cgg.v25i2reponame:Contabilidade, Gestão e Governançainstname:Universidade de Brasília (UnB)instacron:UNBporenghttps://revistacgg.org/index.php/contabil/article/view/2712/748https://revistacgg.org/index.php/contabil/article/view/2712/749Copyright (c) 2022 Revista Contabilidade, Gestão e Governançainfo:eu-repo/semantics/openAccessViana, Cátia Cilene FerreiraBoente, Diego Rodrigues2023-01-06T14:07:23Zoai:oai.jamg.cloud:article/2712Revistahttp://www.revistacgg.org/index.php/contabilPUBhttps://revistacgg.org/index.php/contabil/oaijamg.cgg@gmail.com1516-70111984-3925opendoar:2023-01-06T14:07:23Contabilidade, Gestão e Governança - Universidade de Brasília (UnB)false
dc.title.none.fl_str_mv Efficiency of Health Spending in Brazilian States: Analysis Based on Clusters
Eficiência dos Gastos com Saúde nos Estados Brasileiros: Análise Baseada em Clusters
title Efficiency of Health Spending in Brazilian States: Analysis Based on Clusters
spellingShingle Efficiency of Health Spending in Brazilian States: Analysis Based on Clusters
Viana, Cátia Cilene Ferreira
eficiência do gasto
saúde pública
gestão pública
cluster
spending efficiency
public health
public spending
cluster
title_short Efficiency of Health Spending in Brazilian States: Analysis Based on Clusters
title_full Efficiency of Health Spending in Brazilian States: Analysis Based on Clusters
title_fullStr Efficiency of Health Spending in Brazilian States: Analysis Based on Clusters
title_full_unstemmed Efficiency of Health Spending in Brazilian States: Analysis Based on Clusters
title_sort Efficiency of Health Spending in Brazilian States: Analysis Based on Clusters
author Viana, Cátia Cilene Ferreira
author_facet Viana, Cátia Cilene Ferreira
Boente, Diego Rodrigues
author_role author
author2 Boente, Diego Rodrigues
author2_role author
dc.contributor.author.fl_str_mv Viana, Cátia Cilene Ferreira
Boente, Diego Rodrigues
dc.subject.por.fl_str_mv eficiência do gasto
saúde pública
gestão pública
cluster
spending efficiency
public health
public spending
cluster
topic eficiência do gasto
saúde pública
gestão pública
cluster
spending efficiency
public health
public spending
cluster
description Objective: This study seeks to ascertain the efficiency of health spending in the Brazilian states and the Federal District. Method: This is a descriptive quantitative study which segments the states into clusters, calculating the efficiency of each cluster and compares the results with and without clusters during the period from 2015 to 2018. To calculate the efficiency scores of the country’s 27 units, we use Data Envelopment Analysis (DEA) with Constant Returns to Scale and Variable Returns to Scale models, which are oriented toward the outputs. Originality/Relevance: Cluster segregation is the differential of the research by Andrett et al. (2018), who also analyzed the efficiency of public spending in the states. There is little approach regarding the creation of criteria for grouping, in the states, regarding public health in Brazil. Results: The results show that the states of Minas Gerais, Maranhão and São Paulo obtained scores with an efficiency equal to 1, independent of whether they were grouped or not grouped in clusters, and for the other states in at least one period their segregation by clusters altered their efficiency scores, which suggests the existence of problems in the management of health spending, and therefore their quality of services needs to improve and maximum use needs to be made of public health resources. Theoretical/Methodological contributions: This study makes a practical contribution not only to the academic environment but can also inform the decision making of public managers in order to improve the quality of health services through the use of cluster techniques to evaluate this spending.
publishDate 2022
dc.date.none.fl_str_mv 2022-12-01
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://revistacgg.org/index.php/contabil/article/view/2712
10.51341/cgg.v25i2.2712
url https://revistacgg.org/index.php/contabil/article/view/2712
identifier_str_mv 10.51341/cgg.v25i2.2712
dc.language.iso.fl_str_mv por
eng
language por
eng
dc.relation.none.fl_str_mv https://revistacgg.org/index.php/contabil/article/view/2712/748
https://revistacgg.org/index.php/contabil/article/view/2712/749
dc.rights.driver.fl_str_mv Copyright (c) 2022 Revista Contabilidade, Gestão e Governança
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2022 Revista Contabilidade, Gestão e Governança
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Contabilidade Gestão e Governança
publisher.none.fl_str_mv Contabilidade Gestão e Governança
dc.source.none.fl_str_mv Contabilidade Gestão e Governança; v. 25 n. 2 (2022); 236-254
1984-3925
1984-3925
10.51341/cgg.v25i2
reponame:Contabilidade, Gestão e Governança
instname:Universidade de Brasília (UnB)
instacron:UNB
instname_str Universidade de Brasília (UnB)
instacron_str UNB
institution UNB
reponame_str Contabilidade, Gestão e Governança
collection Contabilidade, Gestão e Governança
repository.name.fl_str_mv Contabilidade, Gestão e Governança - Universidade de Brasília (UnB)
repository.mail.fl_str_mv jamg.cgg@gmail.com
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