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.