Comparing the effectiveness of two treatments on nonrandomized groups is difficult because there are almost always baseline differences between the groups. Propensity scores (Rosenbaum and Rubin, Biometrika 1983) are a valuable but underutilized approach for adjusting for group differences. When two groups are being compared, the propensity score can be calculated as the predicted probability o...