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Efficiency analysis trees as a tool to analyze the quality of university education

dc.contributor.authorZuluaga Ortiz, Rohemi Alfredo
dc.contributor.authorCamelo Guarín, Alicia
dc.contributor.authorDelahoz Domínguez, Enrique
dc.date.accessioned2023-07-19T12:56:52Z
dc.date.available2023-07-19T12:56:52Z
dc.date.issued2023
dc.date.submitted2023
dc.identifier.citationZuluaga-Ortiz, R., Camelo-Guarín, A., & Delahoz-Domínguez, E. (2023). Efficiency analysis trees as a tool to analyze the quality of university education. International Journal of Electrical and Computer Engineering (IJECE), 13(4), 4412-4421.spa
dc.identifier.urihttps://hdl.handle.net/20.500.12585/12160
dc.description.abstractThis research aims to design a quality management tool in education. The methodology comprises two stages: first, the construction of the decision tree model, and second, the efficiency evaluation. For the validation and development of this research, the data modelled corresponds to the standardized exams for higher education in Colombia of ninety industrial engineering degrees. Among the results, the citizenship skills (CC_PRO) generate the most significant contribution to the model. On the other hand, the written communication competence (CE_PRO) generates a minor contribution to the model. In addition, the most relevant result of the research is the design and validation of a tool to estimate educational efficiency using the efficiency analysis tree (EAT) and data enveloping analysis (DEA) models. The proposed tool allows the generation of specific targets to increase the level of efficiency of universities through the nodes of the decision tree, which contributes to the spectrum of knowledge on models for educational management. In conclusion, this research presents a tool for the management of educational processes through the analysis of efficiency using EAT, estimating the efficiency of universities and setting the foundations for forecasting future efficiency scenarios. © 2023 Institute of Advanced Engineering and Science. All rights reserved.spa
dc.format.extent10 páginas
dc.format.mimetypeapplication/pdfspa
dc.language.isoengspa
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.sourceInternational Journal of Electrical and Computer Engineeringspa
dc.titleEfficiency analysis trees as a tool to analyze the quality of university educationspa
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dc.type.driverinfo:eu-repo/semantics/articlespa
dc.type.hasversioninfo:eu-repo/semantics/draftspa
dc.identifier.doi10.11591/ijece.v13i4.pp4412-4421
dc.subject.keywordsDecision Making Units;spa
dc.subject.keywordsData Envelopment Analysis;spa
dc.subject.keywordsDEA Modelspa
dc.rights.accessrightsinfo:eu-repo/semantics/openAccessspa
dc.rights.ccAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.identifier.instnameUniversidad Tecnológica de Bolívarspa
dc.identifier.reponameRepositorio Universidad Tecnológica de Bolívarspa
dc.publisher.placeCartagena de Indiasspa
dc.subject.armarcLEMB
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Universidad Tecnológica de Bolívar - 2017 Institución de Educación Superior sujeta a inspección y vigilancia por el Ministerio de Educación Nacional. Resolución No 961 del 26 de octubre de 1970 a través de la cual la Gobernación de Bolívar otorga la Personería Jurídica a la Universidad Tecnológica de Bolívar.