Efficiency of federal-to-state allocation of resources during administrations of brazilian presidents Lula and Dilma

Detalhes bibliográficos
Autor(a) principal: Silva, Clayton Robson Moreira da
Data de Publicação: 2019
Outros Autores: Alves, Roberta Michele Ponte, De Luca, Márcia Martins Mendes, Vasconcelos, Alessandra Carvalho de
Tipo de documento: Artigo
Idioma: por
Título da fonte: Cadernos Gestão Pública e Cidadania (Online)
Texto Completo: https://periodicos.fgv.br/cgpc/article/view/73696
Resumo: Efficiency in public spending is a major challenge of public administration. In this study, the efficiency of allocation of federal resources to Brazil’s 27 states (UFs) during the administrations of presidents Lula and Dilma was assessed. To do so, data envelopment analysis (DEA) to the constant returns to scale model (Charnes, Cooper and Rhodes, 1978), known as CCR model, and the variable returns to scale model (Banker, Charnes and Cooper, 1984), named BCC model, output-oriented were applied. Spending on health care and education and mean household income was used as variables in the models, while the mean FIRJAN index of municipal development (IFDM) of each UF was adopted as outcome parameter. Subsequently, DEA-measured allocation efficiency was correlated with the GDP of each UF. Using CCR model (according to which efficiency is calculated assuming a proportionality between inputs and outputs), the number of efficient UFs was found to be significantly greater during Dilma administration. Using BCC model (according to which maximum efficiency is dependent on economy of scale), the number of efficient UFs was greater during Lula administration, but the difference was non-significant. Correlations were observed between CCR model and BCC model and between CCR model and GDP, but not between BCC model and GDP.
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spelling Efficiency of federal-to-state allocation of resources during administrations of brazilian presidents Lula and DilmaEficiencia en la distribución de recursos públicos en las unidades de la federación durante los gobiernos Lula y DilmaEficiência da alocação de recursos públicos nas unidades da federação nos governos Lula e DilmaEfficiencypublic spendingpublic administrationLula administrationDilma administration.Eficienciagastos públicosgestión públicagobierno Lulagobierno Dilma.Eficiênciagastos públicosgestão públicagoverno Lulagoverno Dilma.Efficiency in public spending is a major challenge of public administration. In this study, the efficiency of allocation of federal resources to Brazil’s 27 states (UFs) during the administrations of presidents Lula and Dilma was assessed. To do so, data envelopment analysis (DEA) to the constant returns to scale model (Charnes, Cooper and Rhodes, 1978), known as CCR model, and the variable returns to scale model (Banker, Charnes and Cooper, 1984), named BCC model, output-oriented were applied. Spending on health care and education and mean household income was used as variables in the models, while the mean FIRJAN index of municipal development (IFDM) of each UF was adopted as outcome parameter. Subsequently, DEA-measured allocation efficiency was correlated with the GDP of each UF. Using CCR model (according to which efficiency is calculated assuming a proportionality between inputs and outputs), the number of efficient UFs was found to be significantly greater during Dilma administration. Using BCC model (according to which maximum efficiency is dependent on economy of scale), the number of efficient UFs was greater during Lula administration, but the difference was non-significant. Correlations were observed between CCR model and BCC model and between CCR model and GDP, but not between BCC model and GDP.La eficiencia en gastos constituye uno de los principales desafíos de la gestión pública. En este artículo, analizamos la eficiencia en la distribución de recursos públicos en las 27 Unidades de la Federación (UF) durante los gobiernos Lula y Dilma. Para esto, se utilizó el Análisis Envolvente de Datos (Data Envelopment Analysis – DEA), en el modelo Rendimientos Constantes a Escala, propuesto por Charnes, Cooper y Rhodes (1978), denominado modelo CCR; y en el modelo Retornos Variables a Escala, propuesto por Banker, Charnes y Cooper (1984), llamado de BCC, orientado a output, para calcular la eficiencia de las 27 UFs. Como entrada para los dos modelos, se utilizaron los gastos en salud y educación de cada UF, y los ingresos familiares promedio. Como salida, se utilizó el promedio del Índice FIRJAN de Desarrollo Municipal (IFDM) de los municipios de cada UF. Se hicieron correlaciones entre la eficiencia de cada estado, obtenida a través del DEA y el respectivo Producto Interno Bruto (PIB). Basados en el CCR, donde se calcula la eficiencia a partir de la proporcionalidad entre inputs y outputs, hubo más UFs eficientes en el gobierno Dilma. Con relación a BCC, que admite que la eficiencia máxima varíe en función de la economía de escala, los resultados son semejantes entre los dos gobiernos, aunque en el gobierno Lula hubo más UFs eficientes. Hay correlación entre los modelos CCR y BCC, así como entre el modelo CCR y el PIB, pero no hay correlación entre el modelo BCC y el PIB.A eficiência nos gastos constitui um dos principais desafios da gestão pública. Neste artigo, analisa-se a eficiência na alocação de recursos públicos nas 27 Unidades da Federação (UF) durante os governos Lula e Dilma. Para tanto, utilizou-se a Análise Envoltória de Dados (Data Envelopment Analysis – DEA), no modelo Retornos Constantes à Escala, proposto por Charnes, Cooper e Rhodes (1978) e conhecido como modelo CCR, e no modelo Retornos Variáveis à Escala, proposto por Banker, Charnes e Cooper (1984) e nomeado BCC, com orientação de output, para o cálculo de eficiência das 27 UFs. Como entrada para os dois modelos, foram utilizados os gastos com saúde e educação de cada UF, assim como a renda média familiar. Como saída, utilizou-se a média do Índice FIRJAN de Desenvolvimento Municipal (IFDM) dos municípios de cada UF. Foram feitas correlações entre a eficiência de cada UF obtida pela DEA e o respectivo Produto Interno Bruto (PIB). Com base no CCR, em que a eficiência é calculada considerando-se o axioma da proporcionalidade entre inputs e outputs, houve maior número de UFs eficientes no governo Dilma. Em relação ao BCC, o qual admite que a eficiência máxima varie em função da economia de escala, os resultados são semelhantes entre os dois governos, apresentando o governo Lula maior número de UFs eficientes. Há correlação entre os modelos CCR e BCC, assim como entre o modelo CCR e o PIB, mas não há correlação entre o modelo BCC e o PIB.FGV EAESP Pesquisa e Publicações2019-08-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.fgv.br/cgpc/article/view/7369610.12660/cgpc.v24n78.73696Cadernos Gestão Pública e Cidadania; Vol. 24 No. 78 (2019): May-AugustCadernos Gestão Pública e Cidadania; Vol. 24 Núm. 78 (2019): maio-agostoCadernos Gestão Pública e Cidadania; v. 24 n. 78 (2019): maio-agosto2236-57101806-2261reponame:Cadernos Gestão Pública e Cidadania (Online)instname:Fundação Getulio Vargas (FGV)instacron:FGVporhttps://periodicos.fgv.br/cgpc/article/view/73696/76392Copyright (c) 2019 Cadernos Gestão Pública e Cidadaniainfo:eu-repo/semantics/openAccessSilva, Clayton Robson Moreira daAlves, Roberta Michele PonteDe Luca, Márcia Martins MendesVasconcelos, Alessandra Carvalho de2020-02-27T19:55:38Zoai:ojs.periodicos.fgv.br:article/73696Revistahttp://bibliotecadigital.fgv.br/ojs/index.php/cgpc/indexPRIhttp://bibliotecadigital.fgv.br/ojs/index.php/cgpc/oaicadernosgpc-edicao@fgv.br||cadernosgpc-edicao@fgv.br2236-57101806-2261opendoar:2020-02-27T19:55:38Cadernos Gestão Pública e Cidadania (Online) - Fundação Getulio Vargas (FGV)false
dc.title.none.fl_str_mv Efficiency of federal-to-state allocation of resources during administrations of brazilian presidents Lula and Dilma
Eficiencia en la distribución de recursos públicos en las unidades de la federación durante los gobiernos Lula y Dilma
Eficiência da alocação de recursos públicos nas unidades da federação nos governos Lula e Dilma
title Efficiency of federal-to-state allocation of resources during administrations of brazilian presidents Lula and Dilma
spellingShingle Efficiency of federal-to-state allocation of resources during administrations of brazilian presidents Lula and Dilma
Silva, Clayton Robson Moreira da
Efficiency
public spending
public administration
Lula administration
Dilma administration.
Eficiencia
gastos públicos
gestión pública
gobierno Lula
gobierno Dilma.
Eficiência
gastos públicos
gestão pública
governo Lula
governo Dilma.
title_short Efficiency of federal-to-state allocation of resources during administrations of brazilian presidents Lula and Dilma
title_full Efficiency of federal-to-state allocation of resources during administrations of brazilian presidents Lula and Dilma
title_fullStr Efficiency of federal-to-state allocation of resources during administrations of brazilian presidents Lula and Dilma
title_full_unstemmed Efficiency of federal-to-state allocation of resources during administrations of brazilian presidents Lula and Dilma
title_sort Efficiency of federal-to-state allocation of resources during administrations of brazilian presidents Lula and Dilma
author Silva, Clayton Robson Moreira da
author_facet Silva, Clayton Robson Moreira da
Alves, Roberta Michele Ponte
De Luca, Márcia Martins Mendes
Vasconcelos, Alessandra Carvalho de
author_role author
author2 Alves, Roberta Michele Ponte
De Luca, Márcia Martins Mendes
Vasconcelos, Alessandra Carvalho de
author2_role author
author
author
dc.contributor.author.fl_str_mv Silva, Clayton Robson Moreira da
Alves, Roberta Michele Ponte
De Luca, Márcia Martins Mendes
Vasconcelos, Alessandra Carvalho de
dc.subject.por.fl_str_mv Efficiency
public spending
public administration
Lula administration
Dilma administration.
Eficiencia
gastos públicos
gestión pública
gobierno Lula
gobierno Dilma.
Eficiência
gastos públicos
gestão pública
governo Lula
governo Dilma.
topic Efficiency
public spending
public administration
Lula administration
Dilma administration.
Eficiencia
gastos públicos
gestión pública
gobierno Lula
gobierno Dilma.
Eficiência
gastos públicos
gestão pública
governo Lula
governo Dilma.
description Efficiency in public spending is a major challenge of public administration. In this study, the efficiency of allocation of federal resources to Brazil’s 27 states (UFs) during the administrations of presidents Lula and Dilma was assessed. To do so, data envelopment analysis (DEA) to the constant returns to scale model (Charnes, Cooper and Rhodes, 1978), known as CCR model, and the variable returns to scale model (Banker, Charnes and Cooper, 1984), named BCC model, output-oriented were applied. Spending on health care and education and mean household income was used as variables in the models, while the mean FIRJAN index of municipal development (IFDM) of each UF was adopted as outcome parameter. Subsequently, DEA-measured allocation efficiency was correlated with the GDP of each UF. Using CCR model (according to which efficiency is calculated assuming a proportionality between inputs and outputs), the number of efficient UFs was found to be significantly greater during Dilma administration. Using BCC model (according to which maximum efficiency is dependent on economy of scale), the number of efficient UFs was greater during Lula administration, but the difference was non-significant. Correlations were observed between CCR model and BCC model and between CCR model and GDP, but not between BCC model and GDP.
publishDate 2019
dc.date.none.fl_str_mv 2019-08-01
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://periodicos.fgv.br/cgpc/article/view/73696
10.12660/cgpc.v24n78.73696
url https://periodicos.fgv.br/cgpc/article/view/73696
identifier_str_mv 10.12660/cgpc.v24n78.73696
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.fgv.br/cgpc/article/view/73696/76392
dc.rights.driver.fl_str_mv Copyright (c) 2019 Cadernos Gestão Pública e Cidadania
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2019 Cadernos Gestão Pública e Cidadania
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv FGV EAESP Pesquisa e Publicações
publisher.none.fl_str_mv FGV EAESP Pesquisa e Publicações
dc.source.none.fl_str_mv Cadernos Gestão Pública e Cidadania; Vol. 24 No. 78 (2019): May-August
Cadernos Gestão Pública e Cidadania; Vol. 24 Núm. 78 (2019): maio-agosto
Cadernos Gestão Pública e Cidadania; v. 24 n. 78 (2019): maio-agosto
2236-5710
1806-2261
reponame:Cadernos Gestão Pública e Cidadania (Online)
instname:Fundação Getulio Vargas (FGV)
instacron:FGV
instname_str Fundação Getulio Vargas (FGV)
instacron_str FGV
institution FGV
reponame_str Cadernos Gestão Pública e Cidadania (Online)
collection Cadernos Gestão Pública e Cidadania (Online)
repository.name.fl_str_mv Cadernos Gestão Pública e Cidadania (Online) - Fundação Getulio Vargas (FGV)
repository.mail.fl_str_mv cadernosgpc-edicao@fgv.br||cadernosgpc-edicao@fgv.br
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