RWE is collected from multiple data sources, each offering unique advantages. Electronic Health Records (EHRs) provide comprehensive patient information, including diagnosis, treatment, and outcomes. Claims databases offer a wealth of data on healthcare utilization and costs, while patient registries can provide detailed clinical data on specific conditions. Wearable devices and mobile health apps also contribute valuable real-time health data.