TitleAssessment Framework for SEL Competencies- A Machine Learning Approach
Author(s)Dr.S.Sharmila
FileBook-978-620-8-47286-3-Aug-2025_compressed.pdf
Abstract

This study explores the assessment and measurement of Social and Emotional Learning (SEL)
competencies among students, focusing on the five core competencies: self-awareness, self
management, social awareness, relationship skills, and responsible decision-making. SEL plays a
pivotal role in promoting academic achievement, emotional well-being, and positive social
interactions. However, despite its importance, the accurate and reliable assessment of these
competencies remains a challenge due to the subjective nature of SEL skills and the limitations
of existing tools.