Assessing the Relative Impact of Colombian Higher Education Institutions Using Fuzzy Data Envelopment Analysis (Fuzzy-DEA) in State Evaluations
Journal: Journal on Efficiency and Responsibility in Education and Science (ERIES Journal) (Vol.16, No. 4)Publication Date: 2023-12-31
Authors : Rohemi Zuluaga Alicia Camelo-Guarín Enrique De La Hoz;
Page : 299-312
Keywords : Efficiency; Higher education; Machine learning; Predictive evaluation;
Abstract
This research aims to design a helpful methodology for estimating universities' relative impact on students as a sustainability factor in higher education. To this end, the research methodology implemented a two-stage approach. The first stage involves the relative efficiency analysis of the study units using Fuzzy Data Envelopment Analysis. The second stage consists of a predictive evaluation of the efficiency of the study units. Consequently, among the most relevant results of the research, it is observed that the methodology identifies the institutions that need to strengthen the academic competencies of the industrial engineering program. Additionally, we developed a benchmark analysis called Efficient Route to help inefficient units achieve efficiency, associating efficiency, and sustainability as pillars of higher education processes.
Other Latest Articles
- Ranking of European Universities by DEA-Based Sustainability Indicator
- A State-Level Analysis of Mexican Education and Its Impact on Regional, Economic, and Social Development: Two-Stage Network DEA Approach
- Graduate Employability as a Key to the Efficiency of Tertiary Education
- IMPLEMENTATION OF EU REGIONAL POLICY AND LEGISLATION IN NORTH MACEDONIA: FOCUS ON THE ENVIRONMENT
- DATA SNOW TRENDS IN THE ILLINOIS STATE
Last modified: 2023-12-31 21:24:59