Why Chasing High-Dollar Denials Misses the Biggest Yield Opportunity
Chris Spady reframes the denial prevention priority question at Erlanger Health: high-dollar claims get the most attention, but those claims often deny consistently and predictably, which means resources spent chasing them can be less productive than focusing on prevention upstream. A $250 claim that denies because of something preventable wastes a resource that could be applied to higher-value work, and the same payer-edit failure will repeat across thousands of similar claims. In aggregate, those low-dollar denials represent a larger yield improvement opportunity than a smaller number of high-dollar denials that were always going to be difficult to win.
Key Takeaway
Denial prevention yield is driven more by volume than by individual dollar size. Focusing exclusively on high-dollar claims leaves thousands of preventable low-dollar denials on the table, and it is that aggregate, across thousands and thousands of claims, that represents the largest untapped improvement in revenue cycle performance.
“It’s your lower dollar claims that drive yield. If you really want to improve yield, you’re probably not going to do it quickly with high-dollar claims, but you can do it with thousands and thousands of low-dollar claims.”
Chris Spady, Senior Vice President of Revenue Cycle, Erlanger Health
From the clip to strategy.
The themes our guests cover are the same ones our executive guides and ROI calculators are built around. If this clip resonated, here’s where to take it next.
Claims Denial Management, powered by agentic AI
How ArceeHQ catches denials before they happen, resolves them automatically, and gives your reviewers only the cases that need a human.
See the solutionReducing claim denials with agentic AI
A practical framework for revenue cycle leaders. Covers the operating model shift, what to measure, and where automation actually pays.
Read the guideClaims denial ROI calculator
Model the revenue impact of a first-pass rate improvement at your health system. Plug in your denial volume and payer mix.
Run the calculatorNever miss a clip.
Get new shorts and full episodes delivered to your inbox the day they drop. Plus exclusive bonus content for subscribers.
- Real-world strategiesOperational playbooks and proven approaches from RCM leaders delivering measurable results.
- Executive connectionsBe part of a trusted network of executives shaping the future of revenue cycle and patient finance.
- Agentic AI insightsDiscover how AI-driven automation is reshaping denial prevention, patient financing, and financial assistance.
Let’s redefine financial engagement together.
See how ArceeHQ can supercharge your revenue cycle. We’ll walk through the platform, discuss your specific systems and goals, and show measurable lift you can expect in the first 90 days.



