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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| Format: | Article |
| Language: | English |
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Universidad Nacional de Colombia
2017-07-01
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| Series: | Dyna |
| Subjects: | |
| Online Access: | https://revistas.unal.edu.co/index.php/dyna/article/view/59554 |
| _version_ | 1819123763881443328 |
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| author | Daniel Aristizábal-Torres Monica Yuleni Castro-Peña Paola Andrea Echeverri-Gutierrez Jesús David Valencia-Salazar |
| author_facet | Daniel Aristizábal-Torres Monica Yuleni Castro-Peña Paola Andrea Echeverri-Gutierrez Jesús David Valencia-Salazar |
| author_sort | Daniel Aristizábal-Torres |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-12-22T07:13:31Z |
| format | Article |
| id | doaj.art-f64ad32693244f7c83950efbdf0ea4da |
| institution | Directory Open Access Journal |
| issn | 0012-7353 2346-2183 |
| language | English |
| last_indexed | 2024-12-22T07:13:31Z |
| publishDate | 2017-07-01 |
| publisher | Universidad Nacional de Colombia |
| record_format | Article |
| series | Dyna |
| spelling | doaj.art-f64ad32693244f7c83950efbdf0ea4da2022-12-21T18:34:28ZengUniversidad Nacional de ColombiaDyna0012-73532346-21832017-07-018420221522010.15446/dyna.v84n202.5955446705Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of ColombiaDaniel Aristizábal-Torres0Monica Yuleni Castro-Peña1Paola Andrea Echeverri-Gutierrez2Jesús David Valencia-Salazar3Universidad Libre Seccional PereiraUniversidad Católica de PereiraUniversidad Libre Seccional PereiraUniversidad Libre Seccional PereiraThis 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.https://revistas.unal.edu.co/index.php/dyna/article/view/59554assessment of scientific productionefficiencyscience, technology and innovation indicatorsData Envelopment Analysis (DEA) |
| spellingShingle | Daniel Aristizábal-Torres Monica Yuleni Castro-Peña Paola Andrea Echeverri-Gutierrez Jesús David Valencia-Salazar Assessing the efficiency of science, technology and innovation using Data Envelopment Analysis (DEA): The case of Colombia Dyna assessment of scientific production efficiency science, technology and innovation indicators Data Envelopment Analysis (DEA) |
| title | 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_short | 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 |
| topic | assessment of scientific production efficiency science, technology and innovation indicators Data Envelopment Analysis (DEA) |
| url | https://revistas.unal.edu.co/index.php/dyna/article/view/59554 |
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