2 papers
stat.AP2026
When Do Traditional and Causal Decomposition Methods Diverge? A Practical Guide for Studying Health Disparities
Soojin Park, Su Yeon Kim, Chioun Lee
Identifying malleable factors that can reduce social disparities is a central objective among researchers across disciplines. Traditionally, researchers have relied on the differen…
stat.ME2026
Causal Decomposition Analysis with Synergistic Interventions: A Triply-Robust Machine Learning Approach to Addressing Multiple Dimensions of Social Disparities
Soojin Park, Su Yeon Kim, Xinyao Zheng +1
Educational disparities are rooted in and perpetuate social inequalities across multiple dimensions such as race, socioeconomic status, and geography. To reduce disparities, most i…