Evaluation of post-graduate programs using a network data envelopment analysis model
Despite standard Data Envelopment Analysis (DEA) models having been widely used in assessing efficiency in education, a few studies use Network DEA (NDEA) models in educational evaluation. In this paper, we proposed an alternative to the official evaluation performed every three years by CAPES (Braz...
- Autores:
-
Angulo Meza, Lidia
Soares de Mello, João Carlos
Gomes Junior, Silvio Figueiredo
Moreno, Plácido
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2018
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/68538
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/68538
http://bdigital.unal.edu.co/69571/
- Palabra clave:
- 62 Ingeniería y operaciones afines / Engineering
educación
análisis envolvente de datos
DEA en redes
eficiencia educacional
evaluación bibliométrica
education
data envelopment analysis
network DEA
educational efficiency
bibliometric evaluation
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
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Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Angulo Meza, Lidia6c30ea3b-ae65-47a0-902b-f5ddbdb4f600300Soares de Mello, João Carlos84678c3e-75cc-4f38-a09e-eb22b5fed014300Gomes Junior, Silvio Figueiredo0d191d65-f3d2-423e-91f5-f83a082b4d83300Moreno, Plácido45308df1-ff69-4d2c-b90a-c9db4c7352533002019-07-03T07:04:04Z2019-07-03T07:04:04Z2018-01-01ISSN: 2346-2183https://repositorio.unal.edu.co/handle/unal/68538http://bdigital.unal.edu.co/69571/Despite standard Data Envelopment Analysis (DEA) models having been widely used in assessing efficiency in education, a few studies use Network DEA (NDEA) models in educational evaluation. In this paper, we proposed an alternative to the official evaluation performed every three years by CAPES (Brazilian agency for post-graduation programs regulation) using an NDEA model. The use of NDEA is justified because depending on the point of view, some variables can be considered either inputs or outputs. The use of NDEA avoids the need to decide whether a variable is an input or output of the entire process. This happens because a variable can be both an output for one stage and an input for another. Our relational NDEA model computes both productivity and quality assessments together with global efficiency using bibliometric data.A pesar de que los modelos estándar del Análisis Envolvente de Datos (DEA) han sido ampliamente utilizados en la evaluación de la eficiencia en educación, existen pocos estudios que utilizan modelos DEA en red (Network DEA – NDEA) en la evaluación educativa. En el presente trabajo, se ha propuesto una alternativa a la evaluación oficial realizada a cada tres años por la CAPES (agencia brasileña para la regulación de los programas de post-graduación) mediante un modelo DEA en red. El uso de NDEA se justifica ya que dependiendo del punto de vista algunas variables pueden ser consideradas como entradas o como salidas. El uso de NDEA evita la necesidad de decidir si una variable es una entrada o una salida de todo el proceso. Esto ocurre porque una variable puede ser tanto una salida para una etapa y una entrada para otro. Nuestro modelo relacional NDEA evalúa tanto la productividad como la calidad junto con la eficiencia global, a partir de datos bibliométricos.application/pdfspaUniversidad Nacional de Colombia - Sede Medellín - Facultad de Minashttps://revistas.unal.edu.co/index.php/dyna/article/view/60207Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaAngulo Meza, Lidia and Soares de Mello, João Carlos and Gomes Junior, Silvio Figueiredo and Moreno, Plácido (2018) Evaluation of post-graduate programs using a network data envelopment analysis model. DYNA, 85 (204). pp. 83-90. ISSN 2346-218362 Ingeniería y operaciones afines / Engineeringeducaciónanálisis envolvente de datosDEA en redeseficiencia educacionalevaluación bibliométricaeducationdata envelopment analysisnetwork DEAeducational efficiencybibliometric evaluationEvaluation of post-graduate programs using a network data envelopment analysis modelArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTORIGINAL60207-376272-3-PB.pdfapplication/pdf501010https://repositorio.unal.edu.co/bitstream/unal/68538/1/60207-376272-3-PB.pdf6520fde4a3a7a1f1085ced993358d54bMD51THUMBNAIL60207-376272-3-PB.pdf.jpg60207-376272-3-PB.pdf.jpgGenerated Thumbnailimage/jpeg9693https://repositorio.unal.edu.co/bitstream/unal/68538/2/60207-376272-3-PB.pdf.jpgd734dd8280886e6c159b54f618e5ea8fMD52unal/68538oai:repositorio.unal.edu.co:unal/685382023-06-04 23:03:12.751Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |
| dc.title.spa.fl_str_mv |
Evaluation of post-graduate programs using a network data envelopment analysis model |
| title |
Evaluation of post-graduate programs using a network data envelopment analysis model |
| spellingShingle |
Evaluation of post-graduate programs using a network data envelopment analysis model 62 Ingeniería y operaciones afines / Engineering educación análisis envolvente de datos DEA en redes eficiencia educacional evaluación bibliométrica education data envelopment analysis network DEA educational efficiency bibliometric evaluation |
| title_short |
Evaluation of post-graduate programs using a network data envelopment analysis model |
| title_full |
Evaluation of post-graduate programs using a network data envelopment analysis model |
| title_fullStr |
Evaluation of post-graduate programs using a network data envelopment analysis model |
| title_full_unstemmed |
Evaluation of post-graduate programs using a network data envelopment analysis model |
| title_sort |
Evaluation of post-graduate programs using a network data envelopment analysis model |
| dc.creator.fl_str_mv |
Angulo Meza, Lidia Soares de Mello, João Carlos Gomes Junior, Silvio Figueiredo Moreno, Plácido |
| dc.contributor.author.spa.fl_str_mv |
Angulo Meza, Lidia Soares de Mello, João Carlos Gomes Junior, Silvio Figueiredo Moreno, Plácido |
| dc.subject.ddc.spa.fl_str_mv |
62 Ingeniería y operaciones afines / Engineering |
| topic |
62 Ingeniería y operaciones afines / Engineering educación análisis envolvente de datos DEA en redes eficiencia educacional evaluación bibliométrica education data envelopment analysis network DEA educational efficiency bibliometric evaluation |
| dc.subject.proposal.spa.fl_str_mv |
educación análisis envolvente de datos DEA en redes eficiencia educacional evaluación bibliométrica education data envelopment analysis network DEA educational efficiency bibliometric evaluation |
| description |
Despite standard Data Envelopment Analysis (DEA) models having been widely used in assessing efficiency in education, a few studies use Network DEA (NDEA) models in educational evaluation. In this paper, we proposed an alternative to the official evaluation performed every three years by CAPES (Brazilian agency for post-graduation programs regulation) using an NDEA model. The use of NDEA is justified because depending on the point of view, some variables can be considered either inputs or outputs. The use of NDEA avoids the need to decide whether a variable is an input or output of the entire process. This happens because a variable can be both an output for one stage and an input for another. Our relational NDEA model computes both productivity and quality assessments together with global efficiency using bibliometric data. |
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2018 |
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2018-01-01 |
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2019-07-03T07:04:04Z |
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2019-07-03T07:04:04Z |
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Artículo de revista |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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info:eu-repo/semantics/article |
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info:eu-repo/semantics/publishedVersion |
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http://purl.org/coar/resource_type/c_6501 |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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Text |
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ISSN: 2346-2183 |
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https://repositorio.unal.edu.co/handle/unal/68538 |
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http://bdigital.unal.edu.co/69571/ |
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ISSN: 2346-2183 |
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spa |
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https://revistas.unal.edu.co/index.php/dyna/article/view/60207 |
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Universidad Nacional de Colombia Revistas electrónicas UN Dyna Dyna |
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Angulo Meza, Lidia and Soares de Mello, João Carlos and Gomes Junior, Silvio Figueiredo and Moreno, Plácido (2018) Evaluation of post-graduate programs using a network data envelopment analysis model. DYNA, 85 (204). pp. 83-90. ISSN 2346-2183 |
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Derechos reservados - Universidad Nacional de Colombia |
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Atribución-NoComercial 4.0 Internacional |
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