“…Second, the health claims (e.g., Taiwan National Health Insurance Research Database; US Surveillance, Epidemiology, and End Results; and UK General Practice Research Database) as an important source of secondary data are usually population based, longitudinally collected, and structurally constructed. The huge sizes of such data facilitate efficient data analyses and make certain subgroup evaluations possible . Unfortunately, health claims have inherent limitations, such as discrepancy between claims data and real‐life behaviors (e.g., true adherence), inadequate clinical information (e.g., proximity of surrogates to actual disease status), uncertainty in causality, lack of laboratory and body image data, and potentially inconsistent data quality between tertiary and primary care practices.…”