Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia

This paper provides insights into how to approach the assessment of scientific production efficiency using Data Envelopment Analysis (DEA). The methods employed in this paper take into account both the CCR and Assurance Region (AR) models, which are based on science, technology and innovation (STI)...

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Autores:
Aristizábal-Torres, Daniel
Castro-Peña, Monica Yuleni
Echeverri-Gutierrez, Paola Andrea
Valencia-Salazar, Jesús David
Tipo de recurso:
Article of journal
Fecha de publicación:
2017
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/60351
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/60351
http://bdigital.unal.edu.co/58683/
Palabra clave:
62 Ingeniería y operaciones afines / Engineering
assessment of scientific production
efficiency
science, technology and innovation indicators
Data Envelopment Analysis (DEA)
medición de producción científica
eficiencia
indicadores de ciencia, tecnología e innovación
Análisis Envolvente de Datos (DEA)
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
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oai_identifier_str oai:repositorio.unal.edu.co:unal/60351
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repository_id_str
spelling 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_abf2Aristizábal-Torres, Daniel078a64cb-c18b-488b-834f-e9fa4610202d300Castro-Peña, Monica Yuleniab4e429e-4ea1-4f32-8744-fbad2843c22a300Echeverri-Gutierrez, Paola Andreafbbe3977-0f60-4671-bf65-d0bb843f55f9300Valencia-Salazar, Jesús David21f95eba-1a08-4849-ac87-79c20f9f7af93002019-07-02T18:07:13Z2019-07-02T18:07:13Z2017-07-01ISSN: 2346-2183https://repositorio.unal.edu.co/handle/unal/60351http://bdigital.unal.edu.co/58683/This paper provides insights into how to approach the assessment of scientific production efficiency using Data Envelopment Analysis (DEA). The methods employed in this paper take into account both the CCR and Assurance Region (AR) models, which are based on science, technology and innovation (STI) indicators. The sample focuses on the departments in Colombia as well as the Capital District (C.D.). The research concludes that both models calculate the efficiency of the units of analysis. Furthermore, according to the country’s STI targets, AR is susceptible to hierarchies generated within the variables.Se plantea una aproximación de medición de la eficiencia de la producción científica mediante el Data Envelopment Analysis (DEA): modelos CCR y Assurance Region (AR) con base en los indicadores de ciencia, tecnología e innovación (CTI) en los departamentos y en el Distrito Capital (D.C.) de Colombia.  Se concluyó que ambos modelos calculan la eficiencia de las unidades de análisis, siendo AR susceptible a jerarquizaciones generadas en las variables de acuerdo a los objetivos país en temas de CTI.application/pdfspaUniversidad Nacional de Colombia (Sede Medellín). Facultad de Minas.https://revistas.unal.edu.co/index.php/dyna/article/view/59554Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaAristizábal-Torres, Daniel and Castro-Peña, Monica Yuleni and Echeverri-Gutierrez, Paola Andrea and Valencia-Salazar, Jesús David (2017) Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia. DYNA, 84 (202). pp. 215-220. ISSN 2346-218362 Ingeniería y operaciones afines / Engineeringassessment of scientific productionefficiencyscience, technology and innovation indicatorsData Envelopment Analysis (DEA)medición de producción científicaeficienciaindicadores de ciencia, tecnología e innovaciónAnálisis Envolvente de Datos (DEA)Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of ColombiaArtículo 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/ARTORIGINAL59554-350181-1-PB.pdfapplication/pdf587776https://repositorio.unal.edu.co/bitstream/unal/60351/1/59554-350181-1-PB.pdfb2872ccd7d242b86583eeb1c648c43deMD51THUMBNAIL59554-350181-1-PB.pdf.jpg59554-350181-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg9783https://repositorio.unal.edu.co/bitstream/unal/60351/2/59554-350181-1-PB.pdf.jpg11e1606af8184dbd1a4b00a31863b6cfMD52unal/60351oai:repositorio.unal.edu.co:unal/603512024-04-13 23:10:12.877Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia
title Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia
spellingShingle Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia
62 Ingeniería y operaciones afines / Engineering
assessment of scientific production
efficiency
science, technology and innovation indicators
Data Envelopment Analysis (DEA)
medición de producción científica
eficiencia
indicadores de ciencia, tecnología e innovación
Análisis Envolvente de Datos (DEA)
title_short Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia
title_full Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia
title_fullStr Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia
title_full_unstemmed Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia
title_sort Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia
dc.creator.fl_str_mv Aristizábal-Torres, Daniel
Castro-Peña, Monica Yuleni
Echeverri-Gutierrez, Paola Andrea
Valencia-Salazar, Jesús David
dc.contributor.author.spa.fl_str_mv Aristizábal-Torres, Daniel
Castro-Peña, Monica Yuleni
Echeverri-Gutierrez, Paola Andrea
Valencia-Salazar, Jesús David
dc.subject.ddc.spa.fl_str_mv 62 Ingeniería y operaciones afines / Engineering
topic 62 Ingeniería y operaciones afines / Engineering
assessment of scientific production
efficiency
science, technology and innovation indicators
Data Envelopment Analysis (DEA)
medición de producción científica
eficiencia
indicadores de ciencia, tecnología e innovación
Análisis Envolvente de Datos (DEA)
dc.subject.proposal.spa.fl_str_mv assessment of scientific production
efficiency
science, technology and innovation indicators
Data Envelopment Analysis (DEA)
medición de producción científica
eficiencia
indicadores de ciencia, tecnología e innovación
Análisis Envolvente de Datos (DEA)
description This paper provides insights into how to approach the assessment of scientific production efficiency using Data Envelopment Analysis (DEA). The methods employed in this paper take into account both the CCR and Assurance Region (AR) models, which are based on science, technology and innovation (STI) indicators. The sample focuses on the departments in Colombia as well as the Capital District (C.D.). The research concludes that both models calculate the efficiency of the units of analysis. Furthermore, according to the country’s STI targets, AR is susceptible to hierarchies generated within the variables.
publishDate 2017
dc.date.issued.spa.fl_str_mv 2017-07-01
dc.date.accessioned.spa.fl_str_mv 2019-07-02T18:07:13Z
dc.date.available.spa.fl_str_mv 2019-07-02T18:07:13Z
dc.type.spa.fl_str_mv Artículo de revista
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format http://purl.org/coar/resource_type/c_6501
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dc.identifier.issn.spa.fl_str_mv ISSN: 2346-2183
dc.identifier.uri.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/60351
dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/58683/
identifier_str_mv ISSN: 2346-2183
url https://repositorio.unal.edu.co/handle/unal/60351
http://bdigital.unal.edu.co/58683/
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.spa.fl_str_mv https://revistas.unal.edu.co/index.php/dyna/article/view/59554
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Dyna
Dyna
dc.relation.references.spa.fl_str_mv Aristizábal-Torres, Daniel and Castro-Peña, Monica Yuleni and Echeverri-Gutierrez, Paola Andrea and Valencia-Salazar, Jesús David (2017) Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia. DYNA, 84 (202). pp. 215-220. ISSN 2346-2183
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
dc.rights.uri.spa.fl_str_mv http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia (Sede Medellín). Facultad de Minas.
institution Universidad Nacional de Colombia
bitstream.url.fl_str_mv https://repositorio.unal.edu.co/bitstream/unal/60351/1/59554-350181-1-PB.pdf
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repository.name.fl_str_mv Repositorio Institucional Universidad Nacional de Colombia
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