Mostofa Mahmud Hasan

Predicting Student Dropout in Higher Education Using Explainable Machine Learning: Evidence from Bangladesh

Student dropout in higher education is a critical institutional challenge in Bangladesh, where over 249,000 university students discontinued their studies between 2020 and 2021. This paper presents an interpretable machine learning framework for dropout prediction using a multidimensional dataset of 891 students from K...