Explainable Machine Learning for Predicting Social Media Addiction: Implications for Digital Well-Being Among University Students
Excessive and poorly regulated social media use among university students has been linked to reduced concentration, academic underperformance, and declining digital well-being. However, most predictive approaches to identifying at-risk students rely on opaque, black-box machine learning models that offer little insight...