Metadata collection refers to the process of gathering detailed information about data, such as its origin, structure, and context. In epidemiology, this involves collecting data about the data itself, including variables like patient demographics, data collection methods, and data sources. This metadata is crucial for ensuring data quality, reproducibility, and data sharing.