While pharmacy records are a rich data source, they have several limitations:
Incomplete Data: Not all medications are dispensed through pharmacies, and over-the-counter drugs are often not recorded. Lack of Clinical Context: Pharmacy records do not usually include information on the diagnosis or clinical condition for which a medication was prescribed. Privacy Concerns: Handling and using pharmacy records require robust systems to protect patient privacy and meet regulatory requirements.
