The efficiency of public expenditure on Higher Education: a study with Brazilian Federal Universities

Detalhes bibliográficos
Autor(a) principal: Junior, David Daniel Hammes
Data de Publicação: 2020
Outros Autores: Flach, Leonardo, Mattos, Luísa Karam de
Tipo de documento: Artigo
Idioma: por
eng
spa
Título da fonte: Ensaio (Rio de Janeiro. Online)
Texto Completo: https://revistas.cesgranrio.org.br/index.php/ensaio/article/view/2573
Resumo: This study aims to describe the determining factors in efficiency of public expenditures in Brazilian Federal Universities. A two-stage survey method was applied for a sample of fifty-nine Brazilian Federal Universities, from 2013 to 2017. The Data Envelopment Analysis (DEA) was applied for the first stage in order to measure the efficiency of public expenditures. For the second stage, a truncated regression model was applied, with a double bootstrap procedure for bias correction and statistical significance test of the variables. Results show that some Brazilian Federal Universities were inefficient during this period. Considering the truncated regression model of Simar and Wilson (2007), significant variables that influence the efficiency of public expenditures in federal universities were: public expenditures in Higher Education, number of professors, amount of enrolments, amount of graduates, total expenditures with employees and total amount of employees. Therefore, this study has contributed to scientific literature showing that these variables play a key role to public efficiency in federal universities. 
id CESGRANRIO_3624b7a88f7587629bb5e25cf7bed8dc
oai_identifier_str oai:ojs.localhost:article/2573
network_acronym_str CESGRANRIO
network_name_str Ensaio (Rio de Janeiro. Online)
repository_id_str
spelling The efficiency of public expenditure on Higher Education: a study with Brazilian Federal UniversitiesA eficiência dos gastos públicos no Ensino Superior: um estudo com Universidades Federais brasileirasLa eficiencia del gasto público en Educación Superior: un estudio con Universidades Federales brasileñasEducationEfficiency of Public Expenditures; Double Bootstrap; Higher Education; Data Envelopment Analysis; Truncated RegressionEficiência de Gastos Públicos; Bootstrapp Duplo; Ensino Superior; Análise Envoltória de Dados; Regressão TruncadaEficiencia del Gasto Público; Arranque Doble; Educación Superior; Análisis de Envolvimiento de Datos; Regresión TruncadaThis study aims to describe the determining factors in efficiency of public expenditures in Brazilian Federal Universities. A two-stage survey method was applied for a sample of fifty-nine Brazilian Federal Universities, from 2013 to 2017. The Data Envelopment Analysis (DEA) was applied for the first stage in order to measure the efficiency of public expenditures. For the second stage, a truncated regression model was applied, with a double bootstrap procedure for bias correction and statistical significance test of the variables. Results show that some Brazilian Federal Universities were inefficient during this period. Considering the truncated regression model of Simar and Wilson (2007), significant variables that influence the efficiency of public expenditures in federal universities were: public expenditures in Higher Education, number of professors, amount of enrolments, amount of graduates, total expenditures with employees and total amount of employees. Therefore, this study has contributed to scientific literature showing that these variables play a key role to public efficiency in federal universities. Este estudo tem como objetivo descrever os fatores determinantes na eficiência dos gastos públicos em Universidades Federais Brasileiras. Foi aplicado um método de pesquisa em duas etapas para uma amostra de 59 Universidades Federais Brasileiras, de 2013 a 2017. A Análise Envoltória de Dados (DEA) foi aplicada na primeira etapa para medir a eficiência dos gastos públicos. Para a segunda etapa, foi aplicado um modelo de regressão truncado, juntamente com um procedimento de bootstrap duplo para correção do viés e teste de significância estatística das variáveis. Os resultados mostram que algumas Universidades Federais foram ineficientes nesse período. Considerando o modelo de regressão truncado de Simar e Wilson (2007), variáveis significativas que influenciam a eficiência dos gastos públicos nas Universidades Federais foram gastos públicos no Ensino Superior, quantidade de professores, quantidade de matrículas, quantidade de graduados, despesas totais com funcionários e quantidade total de funcionários. Diante disso, o estudo contribuiu para a literatura científica, pois demonstra que essas variáveis são fundamentais para a eficiência pública nas Universidades Federais. Este estudio tiene como objetivo describir los factores determinantes en la eficiencia del gasto público en las universidades brasileñas. Se aplicó un método de encuesta en dos etapas para una muestra de 59 instituciones de educación superior, de 2013 a 2017. El Análisis de Envolvimiento de Datos (DEA) se aplicó en la primera etapa para medir la eficiencia del gasto público. Para la segunda etapa, se aplicó un modelo de regresión truncado, junto con un procedimiento de arranque doble para la corrección del sesgo y la prueba de significación estadística de las variables. Los resultados muestran que algunas universidades brasileñas fueron ineficientes durante este perodo. Considerando el modelo de regresión truncado de Simar y Wilson (2007), las variables significativas que influyen en la eficiencia del gasto público en las Universidades Federales fueron los gastos públicos en Educación Superior, la cantidad de docentes, la cantidad de matrículas, la cantidad de graduados, los gastos totales con empleados y el total cantidad de empleados. A la luz de esto, el estudio ha contribuido a la literatura científica, ya que demuestra que tales variables son clave para la eficiencia pública en las Universidades Federales. Fundação CesgranrioCNPQJunior, David Daniel HammesFlach, LeonardoMattos, Luísa Karam de2020-10-02info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttps://revistas.cesgranrio.org.br/index.php/ensaio/article/view/257310.1590/s0104-40362020002802573Ensaio: Avaliação e Políticas Públicas em Educação; v. 28, n. 109 (2020): Revista Ensaio Out./Dez.; 1076-10971809-44650104-4036reponame:Ensaio (Rio de Janeiro. Online)instname:Fundação Cesgranrioinstacron:CESGRANRIO-2porengspahttps://revistas.cesgranrio.org.br/index.php/ensaio/article/view/2573/1293https://revistas.cesgranrio.org.br/index.php/ensaio/article/view/2573/1294https://revistas.cesgranrio.org.br/index.php/ensaio/article/view/2573/1295Direitos autorais 2020 Ensaio: Avaliação e Políticas Públicas em Educaçãohttp://creativecommons.org/licenses/by-nc/4.0info:eu-repo/semantics/openAccess2020-10-02T14:54:26Zoai:ojs.localhost:article/2573Revistahttps://revistas.cesgranrio.org.br/index.php/ensaioONGhttps://revistas.cesgranrio.org.br/index.php/ensaio/oaiensaio@cesgranrio.org.br||fatimacunha@cesgranrio.org.br||alan@cesgranrio.org.br1809-44650104-4036opendoar:2020-10-02T14:54:26Ensaio (Rio de Janeiro. Online) - Fundação Cesgranriofalse
dc.title.none.fl_str_mv The efficiency of public expenditure on Higher Education: a study with Brazilian Federal Universities
A eficiência dos gastos públicos no Ensino Superior: um estudo com Universidades Federais brasileiras
La eficiencia del gasto público en Educación Superior: un estudio con Universidades Federales brasileñas
title The efficiency of public expenditure on Higher Education: a study with Brazilian Federal Universities
spellingShingle The efficiency of public expenditure on Higher Education: a study with Brazilian Federal Universities
Junior, David Daniel Hammes
Education
Efficiency of Public Expenditures; Double Bootstrap; Higher Education; Data Envelopment Analysis; Truncated Regression
Eficiência de Gastos Públicos; Bootstrapp Duplo; Ensino Superior; Análise Envoltória de Dados; Regressão Truncada
Eficiencia del Gasto Público; Arranque Doble; Educación Superior; Análisis de Envolvimiento de Datos; Regresión Truncada
title_short The efficiency of public expenditure on Higher Education: a study with Brazilian Federal Universities
title_full The efficiency of public expenditure on Higher Education: a study with Brazilian Federal Universities
title_fullStr The efficiency of public expenditure on Higher Education: a study with Brazilian Federal Universities
title_full_unstemmed The efficiency of public expenditure on Higher Education: a study with Brazilian Federal Universities
title_sort The efficiency of public expenditure on Higher Education: a study with Brazilian Federal Universities
author Junior, David Daniel Hammes
author_facet Junior, David Daniel Hammes
Flach, Leonardo
Mattos, Luísa Karam de
author_role author
author2 Flach, Leonardo
Mattos, Luísa Karam de
author2_role author
author
dc.contributor.none.fl_str_mv CNPQ


dc.contributor.author.fl_str_mv Junior, David Daniel Hammes
Flach, Leonardo
Mattos, Luísa Karam de
dc.subject.none.fl_str_mv

dc.subject.por.fl_str_mv Education
Efficiency of Public Expenditures; Double Bootstrap; Higher Education; Data Envelopment Analysis; Truncated Regression
Eficiência de Gastos Públicos; Bootstrapp Duplo; Ensino Superior; Análise Envoltória de Dados; Regressão Truncada
Eficiencia del Gasto Público; Arranque Doble; Educación Superior; Análisis de Envolvimiento de Datos; Regresión Truncada
topic Education
Efficiency of Public Expenditures; Double Bootstrap; Higher Education; Data Envelopment Analysis; Truncated Regression
Eficiência de Gastos Públicos; Bootstrapp Duplo; Ensino Superior; Análise Envoltória de Dados; Regressão Truncada
Eficiencia del Gasto Público; Arranque Doble; Educación Superior; Análisis de Envolvimiento de Datos; Regresión Truncada
description This study aims to describe the determining factors in efficiency of public expenditures in Brazilian Federal Universities. A two-stage survey method was applied for a sample of fifty-nine Brazilian Federal Universities, from 2013 to 2017. The Data Envelopment Analysis (DEA) was applied for the first stage in order to measure the efficiency of public expenditures. For the second stage, a truncated regression model was applied, with a double bootstrap procedure for bias correction and statistical significance test of the variables. Results show that some Brazilian Federal Universities were inefficient during this period. Considering the truncated regression model of Simar and Wilson (2007), significant variables that influence the efficiency of public expenditures in federal universities were: public expenditures in Higher Education, number of professors, amount of enrolments, amount of graduates, total expenditures with employees and total amount of employees. Therefore, this study has contributed to scientific literature showing that these variables play a key role to public efficiency in federal universities. 
publishDate 2020
dc.date.none.fl_str_mv 2020-10-02
dc.type.none.fl_str_mv
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://revistas.cesgranrio.org.br/index.php/ensaio/article/view/2573
10.1590/s0104-40362020002802573
url https://revistas.cesgranrio.org.br/index.php/ensaio/article/view/2573
identifier_str_mv 10.1590/s0104-40362020002802573
dc.language.iso.fl_str_mv por
eng
spa
language por
eng
spa
dc.relation.none.fl_str_mv https://revistas.cesgranrio.org.br/index.php/ensaio/article/view/2573/1293
https://revistas.cesgranrio.org.br/index.php/ensaio/article/view/2573/1294
https://revistas.cesgranrio.org.br/index.php/ensaio/article/view/2573/1295
dc.rights.driver.fl_str_mv Direitos autorais 2020 Ensaio: Avaliação e Políticas Públicas em Educação
http://creativecommons.org/licenses/by-nc/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Direitos autorais 2020 Ensaio: Avaliação e Políticas Públicas em Educação
http://creativecommons.org/licenses/by-nc/4.0
eu_rights_str_mv openAccess
dc.coverage.none.fl_str_mv








dc.publisher.none.fl_str_mv Fundação Cesgranrio
publisher.none.fl_str_mv Fundação Cesgranrio
dc.source.none.fl_str_mv Ensaio: Avaliação e Políticas Públicas em Educação; v. 28, n. 109 (2020): Revista Ensaio Out./Dez.; 1076-1097
1809-4465
0104-4036
reponame:Ensaio (Rio de Janeiro. Online)
instname:Fundação Cesgranrio
instacron:CESGRANRIO-2
instname_str Fundação Cesgranrio
instacron_str CESGRANRIO-2
institution CESGRANRIO-2
reponame_str Ensaio (Rio de Janeiro. Online)
collection Ensaio (Rio de Janeiro. Online)
repository.name.fl_str_mv Ensaio (Rio de Janeiro. Online) - Fundação Cesgranrio
repository.mail.fl_str_mv ensaio@cesgranrio.org.br||fatimacunha@cesgranrio.org.br||alan@cesgranrio.org.br
_version_ 1754832034203697152