Shafi Consultancy

Data Integrity Checklist for Statistical Programmers

1 September 2025, by Shafi Consultancy

Great science starts with clean, reliable data. Every value in a dataset should earn your trust.

Data Integrity Checklist for Statistical Programmers: 1 Understanding the protocol and CRF, 2 Validate raw data imports, 3 Apply CDISC standards early, 4 Run logical consistency checks, 5 Investigate anomalies, 6 Keep audit trails, 7 Peer review your code

Check. Validate. Question. Document. Repeat.

Because behind every number is a patient depending on the outcome.

#DataIntegrity#ClinicalTrials#StatisticalProgramming#CDISC#GxP#DataQuality#ProgrammingTips
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