2. In our retrospective work, our intervention of pharmacist counseling was not randomized. Although there were large differences in readmission rates between the patients selected to receive counseling and those who were not thought to require it, there may have been unmeasured confounding variables. Randomizing this intervention will greatly enhance the likelihood that we are comparing two similar groups of patients.