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Stop Counting Denials. Start Grouping Them.

A denial rate is a number you can only watch. A denial rate segmented by cause, payer, and provider is a number you can act on this week.

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2 min read · by White Glove Medical Billing
Mixed objects sorted into three labelled trays

Every practice knows its denial rate. Almost none can name what is causing it, which is why the number so rarely moves.

A rate is a symptom

"Nine percent" tells you something is wrong and nothing about what. It cannot be assigned to anyone, it does not suggest an action, and it will read roughly the same next quarter unless something changes for reasons unrelated to the report.

Three cuts that make it actionable

By cause. Group reason codes into families — eligibility, authorization, coding edits, medical necessity, timely filing, COB. Each family has a different owner and a different fix. This is the cut that turns a number into a task.

By payer. Denials are rarely spread evenly. One payer usually accounts for a disproportionate share, and their specific behaviour is learnable. A rule that fixes one payer often fixes a fifth of your denials.

By provider. Uncomfortable, and the most useful. If one provider's claims deny at three times the rate of their colleagues, that is a documentation or template problem with a name attached, and it is fixable in a conversation rather than a process.

The test of a good denial report

Read it and ask: does this tell me what to do on Monday? If the answer is no, it is a scoreboard rather than a report. A good one names a cause, a payer, and ideally a person — and the fix is usually upstream of the people currently working the queue.

Denials Piling Up?

We handle the revenue cycle end to end — coding by certified coders, claim submission, denial management and appeals, and A/R follow-up, with six reported numbers every month.

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