A grey relational analysis based approach to the evaluation of Brazilian postgraduate programs in master of business administration
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Data de Publicação: | 2017 |
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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 masterâs 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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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 masterâs 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 masterâs 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 |
_version_ |
1798320143850274816 |