Explaining provenance in a health-data product
Show sources, periods and missing-data notes and distinguish observations from inference. Avoid implying clinical validation that has not been conducted.
Putting data and access into practice
Define purpose, scope, access and retention before collection. Public display, internal processing and sensitive information need distinct permissions.
Checking the result
Complete a workflow with minimal data and identify owners for access, correction and deletion. Responsible specialists must separately confirm applicable legal or sector requirements.
