Year: 2024
Type: article
Abstract: As governments strive to provide flawless and unbiased education to students while using resources in an efficient and sustainable manner, assessing countries' educational performance has become a prevailing topic, and the rising relevance of achieving this aim encourages the use of multi-criteria decision-making (MCDM) tools. This article presents an integrated approach using the Evaluation Based on Distance from Average Solution (EDAS) method in combination with the Best-Worst Method (BWM) to compare the educational performance in European Union member states. The performance assessment criteria are derived from the Programme for International Student Assessment (PISA) 2018 database and the UNESCO Institute for Statistics 2018 database. The research takes into account not only PISA test results but also further crucial features, including the teachers/students ratio, learning time, and government expenditure on primary education as a proportion of GDP, with the criteria weights computed using the linear version of BWM. The proposed approach, which uses EDAS in combination with BWM weights, produces a complete ranking of the evaluated EU nations, and also determines the best-performing country in terms of education. In order to illustrate the robustness of the proposed decision framework, a comparative analysis of the obtained rankings with the outcomes of other well-established distance-based MCDM methods is provided.
Source: e-mentor
DOI: 10.15219/em107.1681
Authors: E. Ertugrul Karsak, Ece Ucar
Institution: Galatasaray University
Language: English
Field: Decision Sciences
Domain: Social Sciences
SDG: Quality education
Open Access status: bronze
OpenAlex ID: W4405570861