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The Deep Dive

Collections look fine. These 4 metrics say otherwise.

Your collections report can look perfectly healthy while problems build underneath. By the time those problems show up in collections, they've usually been in motion for weeks.

The earliest warning signs don't live in your collection rate. They live upstream. We’re breaking down the four that matter most:

  1. Charge lag

  2. First-pass clean claim rate

  3. Touchpoints per claim

  4. AR Aging

The metrics that actually predict cash flow

1. Charge lag

Charge lag measures the gap between a patient encounter and claim submission. MGMA benchmarks show charge posting across specialty practices stretching up to 72 hours. For dermatology, where cash flow depends on thousands of small, fast-moving claims, that's too slow.

High-performing practices submit charges within 24 hours of documentation being finalized. That keeps momentum when details are fresh and issues are easiest to fix.

2. First-pass clean claim rate

This is the percentage of claims paid on initial submission without rework. HFMA's MAP Keys set the industry benchmark at 95%. Top-performing derm practices hit 98%.

The gap matters more than it looks. Reworking a single denied claim costs roughly $25. For a practice submitting thousands of claims per year, even a few percentage points of first-pass failure burns real staff hours and real dollars.

And clean claims are only half the equation. Payers increasingly downcode and bundle automatically. Disciplined appeals are what it takes to get the reimbursement you're owed.

3. Touchpoints per claim

In reactive billing environments, claims bounce back and forth. Staff correct errors that should have been caught upstream. Statements go out wrong. Patients call confused.

When eligibility checks, modifier validation, and statement generation happen automatically, billing teams stop firefighting and start focusing on exceptions that require real expertise.

4. AR aging

Total AR tells you how much is outstanding. AR aging tells you whether your revenue cycle is working.

Industry benchmarks place Days in AR for independent practices at 30 to 40 days. High performers average 23 days. On the tail end, industry guidance recommends keeping AR over 90 days below 15%. The best derm practices keep that bucket around 7%.

When AR aging trends the wrong direction, the root cause almost always lives earlier: charge lag, claim quality, or manual workflows creating drag.

What this looks like in practice

A five-provider group came in with a 12 to 15 day charge lag. Charts were finalized in batches. Billing couldn't post until batches closed, so cash flow was inconsistent and the 90+ AR bucket was growing.

After shifting to daily charge capture, setting a 24-hour chart completion standard, and automating eligibility and modifier checks: charge lag dropped below 24 hours. First-pass clean claims went from 84% to 96%. And 90+ day AR was cut nearly in half.

Every metric improved. But the fix started with one change upstream. 

Takeaways

  1. Track charge lag weekly. If charts aren't closing within 24 hours of the visit, that delay is rippling through your entire revenue cycle. Set a daily completion expectation and monitor it.

  1. Know your first-pass rate, not just your NCR. Net collection rate tells you what happened. First-pass clean claim rate tells you what's about to happen. If you're below 95%, your scrub rules need attention.

  1. Watch AR aging by bucket, not just total. A stable total AR number can hide a growing 90+ day problem. If that bucket is above 10%, the issue likely started with charge lag or claim quality.

Bottom line: Revenue problems in dermatology rarely start at collections. They start weeks earlier, in the gaps between the visit and the claim. These four metrics show you where.

Please note that this is general information, not legal or billing advice. Payer policies vary by plan and state.

Clarity helps dermatology practices track upstream metrics and turn them into repeatable workflows. To see what this looks like for your practice, connect with our team.

Need a pro?

When you're ready for an expert to make your practice's billing bulletproof, schedule a strategy call with our team.

That’s it for this week.

This one was super fun. Hope you enjoyed it too.

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