“…Logistic regression was used to estimate the propensity score for individual patients with the following variables: age, gender, region, payer (commercial or Medicare Advantage), plan type, index year, prescriber specialty (dermatology, rheumatology, or other), Charlson comorbidity index score, pre-index healthcare costs, number of prior systemic agents (i.e., acitretin, cyclosporine, methotrexate, sulfasalazine, and leflunomide), and prior use of non-steroidal anti-inflammatory drugs, cyclooxygenase-2 inhibitors, corticosteroids, or phototherapy. These measures were identified as variables that were possibly related to both exposure cohort membership and outcome and were selected on the basis of the literature [ 32 , 35 ] and available data from the CDM database.…”