Administrative data is collected through various sources within healthcare facilities. These include electronic health records (EHRs), hospital information systems, and billing systems. Data is typically entered by healthcare providers, administrative staff, and through automated systems. Ensuring the accuracy and completeness of this data is critical for its effective use.