Prerequisites
- Posting configured so denials route to the queue rather than to write-off
- A fixed root-cause taxonomy
- Appeal deadlines recorded per payer
- Fee schedules loaded, so underpayments surface
The daily loop
1
Triage new denials by CARC family
Group them, because the fix is per-family rather than per-claim:
2
Prioritize by dollars, not by count
Ten 900 denial. Sort the queue by amount, descending, within age bands.
3
Decide: correct or appeal
4
Tag the root cause from a fixed taxonomy
Eligibility · Authorization · Coding · Documentation · Credentialing · Timely filing · COB · Demographic error · Payer error · Benefit design.Free-text root causes are useless in aggregate, which defeats the entire point of tagging. Use a closed list.
5
Enforce the aging rule
No denial sits untouched longer than 14 days. Appeal windows are short, and a denial nobody has looked at is a denial you are about to lose.Make the age of the oldest untouched denial a tracked metric.
6
Close the prevention loop weekly
Rank root causes by dollars. Change one upstream control per week. Verify next week that the cause dropped.Prefer structural fixes, a scrubber edit, over checklist items. See Build the billing rhythm.
What not to write off
Underpayments belong here too
An underpayment doesn’t announce itself — the money arrives and the claim closes. With fee schedules loaded, your posting flags allowed amounts below the contracted rate. Underpayment is usually systematic, not random: a payer that loaded your contract wrong underpays every instance of the affected codes. Aggregate before disputing — one 12 shortfall is a configuration error worth a formal dispute, and the correction is retroactive. See Underpayments and contracts.Metrics for the queue
That last one is the real signal. If the same root cause tops the list for three months, your prevention loop isn’t working.
Verify it worked
- Denials route to the queue, not to auto-write-off
- Triaged by CARC family, prioritized by dollars
- Fixed root-cause taxonomy in use
- Nothing untouched over 14 days
- Corrected claims use frequency codes and reference the original
- CO-denials never billed to patients
- Underpayments flagged and aggregated
- One upstream control changed per week, and verified