The Research Desk
Your denial rate is lying to you: why 'net' denial numbers hide a six-figure leak
Claimie Research Desk · May 5, 2026 · 6 min read
Ask a practice administrator what their denial rate is and you will usually get a single, confident number: four percent, six percent, maybe eight. Ask how that number is calculated and the confidence evaporates. In most practices, the figure being quoted is a net denial rate, and net denial rates are one of the most reliably misleading metrics in the entire revenue cycle. Not because anyone is lying on purpose, but because of what the number is allowed to exclude.
Gross versus net: where the laundering happens
A gross (or initial) denial rate counts every claim a payer rejects on first submission, divided by total claims. A net denial rate counts only the denials that remain unresolved after some window, typically 60 or 90 days. That sounds reasonable until you notice what happens in between. A denial that gets reworked and paid disappears from the net figure, which is fine. But so does a denial that gets written off. So does a denial that gets adjusted down and paid at a fraction of the billed amount. So does a denial that simply ages past the reporting window and falls into a bucket nobody reports on. The net rate does not measure how often payers deny you. It measures how much denial activity survives your write-off policy.
Here is the uncomfortable version: a practice can lower its net denial rate by getting more aggressive about write-offs. Nothing about the underlying leak improves. The number just gets cleaner while the cash gets worse. If your billing team or billing company is compensated or evaluated on the net figure, you have built an incentive to make denials vanish rather than to collect them.
The industrywide baseline is worse than your dashboard suggests
The initial denial picture nationally does not look like four percent. Industry claims data put initial denial rates at 11.8% in 2024, up from roughly 10.2% just a few years earlier. And per Experian Health's State of Claims 2025 survey, 41% of providers now report denial rates of 10% or more, a share that has risen every year since 2022. If your dashboard says you are running at a third of the national initial rate, one of two things is true: you are genuinely exceptional, or you are measuring something other than initial denials. It is worth finding out which, because the two situations call for very different responses.
Run the arithmetic on your own numbers
Take a hypothetical independent practice billing $4 million a year in gross charges. At an initial denial rate in line with the 2024 industry figure of 11.8%, roughly $472,000 in billed charges gets denied on first pass annually. Now apply the other statistic that should keep owners up at night: per MGMA data, 50% to 65% of denied claims are never reworked or resubmitted at all. If this hypothetical practice behaves like the average, somewhere between $236,000 and $307,000 in denied charges each year never even gets a second attempt. Not appealed and lost. Not appealed. That is the leak the net denial rate is structurally incapable of showing you, because unworked denials eventually become write-offs, and write-offs are exactly what the net rate excludes.
The usual defense is that rework is expensive, and it is. MGMA, HFMA, and Change Healthcare estimates put the cost of reworking a single denied claim at around $25, running past $100 per appeal, with some estimates reaching $118 to $181. That is a real cost, and it is a legitimate reason to triage. It is not a legitimate reason to stop measuring what you chose not to work.
Denials are only half the leak
Even the claims that get paid are not necessarily paid correctly. Industry revenue-integrity analyses consistently find that commercial underpayments cost providers 1% to 3% of net revenue annually. Underpayments are more insidious than denials because nothing flags them. The claim status says paid. The EOB looks routine. Unless someone is comparing the allowed amount against the contracted rate, line by line, an underpayment is indistinguishable from a correct payment. A practice with a pristine net denial rate can still be leaking six figures through payments that arrived at the wrong amount.
Put the pieces together and you get the finding that HFMA-aligned analyses keep landing on: practices that are not actively managing denials often have 5% to 10% of gross revenue tied up in denied or underpaid claims. For the $4 million hypothetical practice above, that is $200,000 to $400,000 sitting in a state that a net denial dashboard will never surface.
What to measure instead
Three numbers, none of them complicated. First, your initial denial rate, by payer, with no exclusions. Second, your touch rate: of claims denied in a given month, what percentage received at least one rework or appeal attempt. Third, your denial write-off total in dollars, reported monthly, next to revenue, where the owner actually sees it. None of these can be gamed by a write-off policy. Together they tell you the size of the leak, how much of it you are contesting, and how much you are formally surrendering.
If you want the exercise done for you, that is what our Recovery Audit is: a $500 analysis we currently run at no charge for a limited number of practices each month. We pull your denial and remittance data, calculate the real numbers above, quantify what is recoverable, and end with a written go/no-go: either there is enough money in your denials to justify recovery work, with the figures to prove it, or there is not, and we tell you that in writing. Either answer is worth more than a net denial rate, and right now it costs you nothing to get one.
Statistics cited above are industry aggregates; see The State of Claim Denials for the full attributed list.
Reading about denials beats writing them off. Barely.
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