Why Master Data Matters in Healthcare

How inconsistent reference data across systems affects operations.

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• A medical service or pharmaceutical product may have different names and identifiers across systems. Reconciling these differences adds effort and creates reporting risks.
• Master data governance starts with authoritative sources, accountable owners and controlled changes. Technology supports these processes but does not replace governance responsibilities.
• Useful measures include duplicate records, standardized reference coverage and the time needed to approve data changes.