Administrative databases are large collections of data gathered from various healthcare settings, such as hospitals, clinics, and nursing homes. These databases typically contain information on patient demographics, diagnoses, treatments, outcomes, and healthcare utilization. They are used for a variety of purposes, including research, quality improvement, and policy analysis.