Introduction to Clinical Data Clinical data is either collected during the course of ongoing patient care or as part of a formal clinical trial program. Funding agencies, publishers, and research communities are increasingly encouraging researchers to share data, while respecting Institutional Review Board (IRB) and federal restrictions against disclosing identifiers of human subjects.