Clinical decision-making requires reliable evidence of the comparative effectiveness of alternative treatments. Efforts to improve clinical decision-making have included major investments by health systems in electronic health record (EHR) systems. Large volumes of well-organized health care records can potentially provide a resource for conducting comparative effectiveness research (CER); however, observational studies based on EHR data are subject to confounding due to treatment selection bias.
