1. Using pooled electronic health records data to conduct pharmacoepidemiology safety studies: Challenges and lessons learned.
- Author
-
Beukelman T, Chen L, Annapureddy N, Oates J, Clowse MEB, Long M, Kappelman MD, Rhee RL, Merkel PA, Nowell WB, Xie F, Clinton C, and Curtis JR
- Subjects
- Aged, Humans, United States epidemiology, Medicare, Prescriptions, Centers for Medicare and Medicaid Services, U.S., Electronic Health Records, Pharmacoepidemiology
- Abstract
Purpose: We assessed the suitability of pooled electronic health record (EHR) data from clinical research networks (CRNs) of the patient-centered outcomes research network to conduct studies of the association between tumor necrosis factor inhibitors (TNFi) and infections., Methods: EHR data from patients with one of seven autoimmune diseases were obtained from three CRNs and pooled. Person-level linkage of CRN data and Centers for Medicare and Medicaid Services (CMS) fee-for-service claims data was performed where possible. Using filled prescriptions from CMS claims data as the gold standard, we assessed the misclassification of EHR-based new (incident) user definitions. Among new users of TNFi, we assessed subsequent rates of hospitalized infection in EHR and CMS data., Results: The study included 45 483 new users of TNFi, of whom 1416 were successfully linked to their CMS claims. Overall, 44% of new EHR TNFi prescriptions were not associated with medication claims. Our most specific new user definition had a misclassification rate of 3.5%-16.4% for prevalent use, depending on the medication. Greater than 80% of CRN prescriptions had either zero refills or missing refill data. Compared to using EHR data alone, there was a 2- to 8-fold increase in hospitalized infection rates when CMS claims data were added to the analysis., Conclusions: EHR data substantially misclassified TNFi exposure and underestimated the incidence of hospitalized infections compared to claims data. EHR-based new user definitions were reasonably accurate. Overall, using CRN data for pharmacoepidemiology studies is challenging, especially for biologics, and would benefit from supplementation by other sources., (© 2023 The Authors. Pharmacoepidemiology and Drug Safety published by John Wiley & Sons Ltd.)
- Published
- 2023
- Full Text
- View/download PDF