👉 Registry studies typically inhabit structured, controlled environments such as government databases, health information exchanges, or industry-specific registries. These settings ensure data integrity, compliance with regulations (e.g., HIPAA, GDPR), and standardized formats for storing and retrieving registry data. They often involve collaborative networks of stakeholders, including healthcare providers, researchers, and policymakers, to maintain consistent data collection and reporting practices.