The efficiency of public expenditure on Higher Education: a study with Brazilian Federal Universities
Autor(a) principal: | |
---|---|
Data de Publicação: | 2020 |
Outros Autores: | , |
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 |