Revenue Cycle KPI Dashboard

Denial Prevention & Appeal Recovery Intelligence

North-Star Metric
95.8%
Net Collection Rate
-0.2% vs target

Denial rates above 5% signal systemic process failure, yet most organizations track them as lagging aggregate percentages that obscure root cause. This dashboard reframes denial management as a prospective discipline — exposing which payer-procedure combinations are structuring denials before claims ever leave the building, where appeal win rates justify resource investment, and how front-end eligibility gaps are seeding downstream write-offs. For revenue integrity directors and managed care analysts, it answers the questions aggregate denial reports cannot.

Last updated: Dec 15, 2024 8:42 AM
First-Pass Denial Rate
6.8%
+1.2% vs prior period
Appeal Win Rate
67.2%
+3.8% vs prior period
Auth-Related Denials
3.2%
-0.9% vs prior period
Timely Filing Denials
1.4%
0.0% vs prior period
CDI Denial Rate
2.1%
-0.4% vs prior period
Denial $ Value (30d)
$1.28M
+$187K vs prior period
Surgery: $542K • Imaging: $298K • ER: $211K
Underpayment Recovery
82.4%
+2.1% vs prior period
Recovered $412K of $500K identified variance
Payer Overturn Rate
71.3%
+4.2% vs prior period
UHC: 78% • Aetna: 69% • BCBS: 65%
Days to Resolution
38 days
-5 days vs prior period
Target: ≤35 days (median industry)
Appeal ROI
4.2:1
+0.3 vs prior period
$846K recovered / $202K cost

First-Pass Denial Rate by Payer

Alert: UnitedHealthcare and Cigna exceed 8% threshold — contract review warranted

Appeal Win Rate by Denial Category

Insight: Medical Necessity appeals show 81% win rate — prioritize resource allocation here

Denial Rate Trend — 90 Day Rolling

Total Denials Auth Denials CDI Denials

Top Denial Reasons (30d)

Denial Reason Count $ Value Win %
Auth Required 412 $287,400 73%
Medical Necessity 387 $542,100 81%
Duplicate Claim 298 $89,200 42%
Timely Filing 156 $134,800 18%
Coding Error 143 $76,300 68%
Missing Info 127 $58,900 77%
Non-Covered Service 89 $112,400 23%

Denial $ Value by Service Line

Service Line Denial $ % of Total Trend
Surgery $542,100 42.3% ↑ 8%
Imaging $298,400 23.3% ↑ 5%
Emergency $211,800 16.5% ↓ 2%
Cardiology $127,300 9.9% ↓ 3%
Lab Services $67,800 5.3% → 0%
Oncology $34,200 2.7% ↓ 6%

Priority Actions — Next 30 Days

1. Payer Contract Review
Initiate contract renegotiation with UnitedHealthcare (9.2% denial rate) and Cigna (8.4%). Target clauses on pre-authorization timelines.
Owner: Managed Care • Due: Jan 15
2. Surgery Auth Workflow Redesign
42% of denial dollars concentrated in Surgery. Deploy automated pre-auth verification at scheduling for CPT 47xxx, 49xxx series.
Owner: Revenue Cycle Ops • Due: Jan 8
3. Appeal Team Reallocation
Shift 2 FTE from Timely Filing appeals (18% win rate) to Medical Necessity (81% win rate). Projected ROI increase: $124K/quarter.
Owner: Appeal Manager • Due: Dec 20

Revenue Cycle Intelligence Platform • Data sources: Availity, Change Healthcare 277/835 feeds, internal billing system • Refresh: Real-time (15min lag)