Read the result in context.
- Document the tool, reporting period and edit stage. Reconcile your report with the full source methodology before benchmarking.
- A claim passing these edits may still encounter a payer rejection or denial later. Track those stages separately.
- Review repeated manual corrections by source team; the rate alone does not prove which workflow failed.
Formula reference
HFMA MAP Keys · Clean Claim Rate (CL-1) ↗︎Reporting definitions checked September 3, 2026. Follow the full source methodology when comparing with a benchmark.