A grey relational analysis based approach to the evaluation of Brazilian postgraduate programs in master of business administration

Detalhes bibliográficos
Autor(a) principal: A. A. Garcia, Pauli
Data de Publicação: 2017
Outros Autores: A. de C. Duim, Fernanda
Tipo de documento: Artigo
Idioma: por
eng
Título da fonte: Sistemas & Gestão
Texto Completo: https://www.revistasg.uff.br/sg/article/view/806
Resumo: The education development in Brazil has been influenced by government policies, especially those directed at higher learning. To judge the effectiveness of these policies it is necessary to evaluate the quality of the teaching offered, particularly with respect to public education. In this context, there have been many initiatives for new postgraduate programs. To be accredited, these programs must be approved by the Coordination for the Improvement of Higher Education Personnel (CAPES), part of the Ministry of Education. Among the many criteria considered by CAPES, the academic production is the most important. Many works proposing approaches to classify college programs based on faculty bibliographical output have been published; among these, those based on data envelopment analysis stand out. The present work uses grey relational analysis based approach. Another difference is that the information is considered on a master’s program not yet accredited, that is, one that still needs to be evaluated by CAPES. A classification is established for this program in relation to the ones already accredited along with a way to identify the improvement points and an improvement factor for each attribute considered. The results indicate that the approach is efficient in relation to that based on traditional data envelopment analysis and suggest areas for future research in this area.
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spelling A grey relational analysis based approach to the evaluation of Brazilian postgraduate programs in master of business administrationUma abordagem baseada em análise relacional grey para a avaliação de programas de pós-graduação brasileiros em mestrado em administração de empresasGrey relational analysisEducational evaluationMulticriteria analysisAnálise relacional greyAvaliação educacionalAnálise multicritérioThe education development in Brazil has been influenced by government policies, especially those directed at higher learning. To judge the effectiveness of these policies it is necessary to evaluate the quality of the teaching offered, particularly with respect to public education. In this context, there have been many initiatives for new postgraduate programs. To be accredited, these programs must be approved by the Coordination for the Improvement of Higher Education Personnel (CAPES), part of the Ministry of Education. Among the many criteria considered by CAPES, the academic production is the most important. Many works proposing approaches to classify college programs based on faculty bibliographical output have been published; among these, those based on data envelopment analysis stand out. The present work uses grey relational analysis based approach. Another difference is that the information is considered on a master’s program not yet accredited, that is, one that still needs to be evaluated by CAPES. A classification is established for this program in relation to the ones already accredited along with a way to identify the improvement points and an improvement factor for each attribute considered. The results indicate that the approach is efficient in relation to that based on traditional data envelopment analysis and suggest areas for future research in this area.O desenvolvimento educacional no Brasil tem sido influenciado pelas políticas governamentais, especialmente as direcionadas ao ensino superior. Para avaliar a eficácia dessas políticas, é necessário avaliar a qualidade do ensino oferecido, particularmente no que se refere à educação pública. Neste contexto, tem havido muitas iniciativas para novos programas de pós-graduação. Para serem credenciados, esses programas devem ser aprovados pela Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES), parte do Ministério da Educação. Entre os muitos critérios considerados pela CAPES, a produção acadêmica é a mais importante. Muitos trabalhos que propõem abordagens para classificar os programas da faculdade com base na produção bibliográfica da faculdade foram publicados; entre estes, destacam-se os baseados na análise envoltória de dados. O presente trabalho utiliza abordagem baseada em análise relacional grey. Outra diferença é que a informação é considerada em um programa de mestrado ainda não credenciado, ou seja, que ainda precisa ser avaliado pela CAPES. Uma classificação é estabelecida para este programa em relação aos já credenciados juntamente com uma maneira de identificar os pontos de melhoria e um fator de melhoria para cada atributo considerado. Os resultados indicam que a abordagem é eficiente em relação àquela baseada na análise tradicional de envoltória de dados e sugere áreas para pesquisas futuras nesse campo.ABEC2017-12-07info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmltext/htmlapplication/pdfapplication/pdfhttps://www.revistasg.uff.br/sg/article/view/80610.20985/1980-5160.2017.v12n4.806Sistemas & Gestão; v. 12 n. 4 (2017): DEZEMBRO/2017; 391-4001980-516010.20985/1980-5160.2017.v12n4reponame:Sistemas & Gestãoinstname:Universidade Federal Fluminense (UFF)instacron:UFFporenghttps://www.revistasg.uff.br/sg/article/view/806/731https://www.revistasg.uff.br/sg/article/view/806/732https://www.revistasg.uff.br/sg/article/view/806/740https://www.revistasg.uff.br/sg/article/view/806/747Copyright (c) 2017 Sistemas & Gestãoinfo:eu-repo/semantics/openAccessA. A. Garcia, PauliA. de C. Duim, Fernanda2020-05-29T17:28:20Zoai:ojs.www.revistasg.uff.br:article/806Revistahttps://www.revistasg.uff.br/sgPUBhttps://www.revistasg.uff.br/sg/oai||sg.revista@gmail.com|| periodicos@proppi.uff.br1980-51601980-5160opendoar:2020-05-29T17:28:20Sistemas & Gestão - Universidade Federal Fluminense (UFF)false
dc.title.none.fl_str_mv A grey relational analysis based approach to the evaluation of Brazilian postgraduate programs in master of business administration
Uma abordagem baseada em análise relacional grey para a avaliação de programas de pós-graduação brasileiros em mestrado em administração de empresas
title A grey relational analysis based approach to the evaluation of Brazilian postgraduate programs in master of business administration
spellingShingle A grey relational analysis based approach to the evaluation of Brazilian postgraduate programs in master of business administration
A. A. Garcia, Pauli
Grey relational analysis
Educational evaluation
Multicriteria analysis
Análise relacional grey
Avaliação educacional
Análise multicritério
title_short A grey relational analysis based approach to the evaluation of Brazilian postgraduate programs in master of business administration
title_full A grey relational analysis based approach to the evaluation of Brazilian postgraduate programs in master of business administration
title_fullStr A grey relational analysis based approach to the evaluation of Brazilian postgraduate programs in master of business administration
title_full_unstemmed A grey relational analysis based approach to the evaluation of Brazilian postgraduate programs in master of business administration
title_sort A grey relational analysis based approach to the evaluation of Brazilian postgraduate programs in master of business administration
author A. A. Garcia, Pauli
author_facet A. A. Garcia, Pauli
A. de C. Duim, Fernanda
author_role author
author2 A. de C. Duim, Fernanda
author2_role author
dc.contributor.author.fl_str_mv A. A. Garcia, Pauli
A. de C. Duim, Fernanda
dc.subject.por.fl_str_mv Grey relational analysis
Educational evaluation
Multicriteria analysis
Análise relacional grey
Avaliação educacional
Análise multicritério
topic Grey relational analysis
Educational evaluation
Multicriteria analysis
Análise relacional grey
Avaliação educacional
Análise multicritério
description The education development in Brazil has been influenced by government policies, especially those directed at higher learning. To judge the effectiveness of these policies it is necessary to evaluate the quality of the teaching offered, particularly with respect to public education. In this context, there have been many initiatives for new postgraduate programs. To be accredited, these programs must be approved by the Coordination for the Improvement of Higher Education Personnel (CAPES), part of the Ministry of Education. Among the many criteria considered by CAPES, the academic production is the most important. Many works proposing approaches to classify college programs based on faculty bibliographical output have been published; among these, those based on data envelopment analysis stand out. The present work uses grey relational analysis based approach. Another difference is that the information is considered on a master’s program not yet accredited, that is, one that still needs to be evaluated by CAPES. A classification is established for this program in relation to the ones already accredited along with a way to identify the improvement points and an improvement factor for each attribute considered. The results indicate that the approach is efficient in relation to that based on traditional data envelopment analysis and suggest areas for future research in this area.
publishDate 2017
dc.date.none.fl_str_mv 2017-12-07
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://www.revistasg.uff.br/sg/article/view/806
10.20985/1980-5160.2017.v12n4.806
url https://www.revistasg.uff.br/sg/article/view/806
identifier_str_mv 10.20985/1980-5160.2017.v12n4.806
dc.language.iso.fl_str_mv por
eng
language por
eng
dc.relation.none.fl_str_mv https://www.revistasg.uff.br/sg/article/view/806/731
https://www.revistasg.uff.br/sg/article/view/806/732
https://www.revistasg.uff.br/sg/article/view/806/740
https://www.revistasg.uff.br/sg/article/view/806/747
dc.rights.driver.fl_str_mv Copyright (c) 2017 Sistemas & Gestão
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2017 Sistemas & Gestão
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
text/html
application/pdf
application/pdf
dc.publisher.none.fl_str_mv ABEC
publisher.none.fl_str_mv ABEC
dc.source.none.fl_str_mv Sistemas & Gestão; v. 12 n. 4 (2017): DEZEMBRO/2017; 391-400
1980-5160
10.20985/1980-5160.2017.v12n4
reponame:Sistemas & Gestão
instname:Universidade Federal Fluminense (UFF)
instacron:UFF
instname_str Universidade Federal Fluminense (UFF)
instacron_str UFF
institution UFF
reponame_str Sistemas & Gestão
collection Sistemas & Gestão
repository.name.fl_str_mv Sistemas & Gestão - Universidade Federal Fluminense (UFF)
repository.mail.fl_str_mv ||sg.revista@gmail.com|| periodicos@proppi.uff.br
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