The formation of collaborative learning teams in schools through mathematical optimization for improving the classroom climate

Perez-Galarce, Francisco; Faundez, Alvaro; Rojas, Camila; Jeria, Isidora; Benítez, Nattacha; Tupper, María Ignacia; Inostroza, Romina; Bellenger, Etienne; CANDIA-VEJAR, ALFREDO ENRIQUE

Keywords: collaborative learning, team formation, convivencia escolar, classroom climate, mathematical optimization

Abstract

School climate plays a fundamental role in teaching and learning processes, directly influencing the achievement of educational objectives. This study introduces a web-based decision support system designed to form collaborative learning teams using optimization models and sociometric data. The models integrate factors such as diversity, victim protection, and student preferences. A quasi-experiment with 880 students demonstrated improvements in classroom climate without compromising cohesion or performance.

Más información

Título de la Revista: IEEE ACCESS
Número: Educación; Optimización; Convivencia escolar.
Fecha de publicación: 2025
Idioma: inglés
Financiamiento/Sponsor: BRAVE UP! y universidades asociadas (UDLA, Universidad Finis Terrae)
Notas: Artículo en proceso de publicación, actualmente en revisión.