Efficiency of Health Spending in Brazilian States: Analysis Based on Clusters
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | |
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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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 |
_version_ |
1798315268409131008 |