Making inferences on treatment effects from real world data: propensity scores, confounding by indication, and other perils for the unwary in observational research

Abstract

Propensity score based methods are used increasingly to evaluate the effectiveness of treatments when evidence from randomised trials is not available. However, users need to be aware of their strengths and limitations