Estimating Heterogeneous Treatment Effects with Item-Level Outcome Data: Insights from Item Response Theory

Joshua B. Gilbert, Zachary Himmelsbach, James Soland +2

Analyses of heterogeneous treatment effects (HTE) are common in applied causal inference research. However, when outcomes are latent variables assessed via psychometric instruments…