The increasing availability of individual-level data has led to numerous applications individualized (or personalized) treatment rules (ITRs). Policy makers often wish empirically evaluate ITRs and compare their relative performance before implementing them in a target population. We propose new evaluation metric, the population average prescriptive effect (PAPE). PAPE compares ITR with that no...