25 Propensity Score Analysis Dealing with non-equivalent groups Hypothetical Distribution of Propensity Scores Predicting 2003 Cohort High Low 2003 Cohort 2002 Cohort At any point, the clients in the two cohorts are well balanced on all observed covariates Number of clients See Rosenbaum and Rubin (1984), Shadish & Clark (2002)