Unpacking Divorce: Feature-Based Machine Learning Interpretation of Sociological Patterns

Hüseyin Doğan, Emre Kılınç, Department of Social Work, Patnos Social Work College, Agri Ibrahim Cecen University, Department of Computer Technologies, Patnos Vocational High School, Agri Ibrahim Cecen University

Social Science Computer Review

Published online on October 01, 2025

Abstract

Social Science Computer Review, Ahead of Print.
This study introduces a machine learning-based framework aimed at identifying and interpreting the most influential factors contributing to divorce. Utilizing data from the 2021 Turkey Family Structure Survey, we apply Random Forest and Logistic ...