2755. A Holistic Multiobjective Optimization Approach to Study Student Well-Being in Spain
Invited abstract in session MB-51: Multiobjective optimization applications, stream Multiobjective and vector optimization.
Monday, 10:30-12:00Room: Parkinson B22
Authors (first author is the speaker)
| 1. | Andrea Orozco Villodres
|
| Departamento de Economía Aplicada (Matemáticas), University of Malaga | |
| 2. | Mariano Luque
|
| Applied Economics (Mathematics), Universidad de Malaga | |
| 3. | Ana Belen Ruiz
|
| Applied Economics (Mathematics), University of Malaga |
Abstract
The academic performance of adolescents is a multifaceted issue influenced by various factors, including student well-being. Research highlights the strong link between well-being—encompassing social, physical, and mental dimensions—and academic achievement. Policies that promote well-being can enhance educational outcomes and reduce socioeconomic disparities. However, globalization, technological advancements, and the COVID-19 pandemic have introduced new complexities, reinforcing the need for data-driven policies.
This study examines student well-being as a multidimensional concept using a multiple criteria decision-making approach. It differentiates between social, physical, and mental well-being, aiming to enhance these aspects among Spanish students. Using PISA 2022 data, three well-being indexes are constructed. Through econometric analysis, a multiobjective optimization model is developed to maximize these indexes simultaneously. This approach evaluates pathways for improving well-being and identifies the socio-educational conditions that support such improvements. Moreover, the model incorporates correlations among students' socio-educational characteristics to provide a comprehensive and realistic analysis. The findings reveal that students seeking to enhance their well-being holistically must balance different dimensions, emphasizing the importance of an integrated approach.
Keywords
- Mathematical Programming
- Programming, Multi-Objective
- OR in Education
Status: accepted
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