RCD Claim Approval Improvement Case Study
85% → 98%
Claim Approval Rate
40%
Efficiency Gain
60%
Denial Reduction
95%
Documentation Accuracy
How we elevated claim approval rates from 85% to 98% for a multi-state home health agency navigating the CMS Review Choice Demonstration (RCD) program.
The Challenge
A multi-state home health agency operating across the southeastern United States was selected for the CMS Review Choice Demonstration (RCD) program. Under RCD, the agency was required to submit claims for pre-claim review before receiving Medicare reimbursement. This created an immediate operational crisis: their existing claim approval rate of 85% meant that roughly one in six claims was being denied or returned, each requiring costly rework. The agency processed approximately 1,800 claims per month with an average reimbursement of $3,100 per episode. At an 85% approval rate, they were losing an estimated $837,000 in monthly revenue to denials and delayed payments. The additional staffing required to manage rework and appeals was consuming resources that should have been directed toward patient care and growth. Documentation quality was inconsistent across their 12 branch locations. Clinicians lacked standardized guidance on the specific documentation elements required for RCD approval, and the agency had limited visibility into denial patterns and root causes.
Our Solution
Comprehensive Documentation Audit We conducted a full audit of 200 randomly selected claims across all 12 branches, identifying the top denial reasons: insufficient homebound documentation (34%), missing skilled need justification (28%), incomplete OASIS assessments (22%), and face-to-face encounter deficiencies (16%). This data-driven baseline directed our remediation strategy. Clinician Education and Standardized Templates We developed branch-specific training programs and standardized documentation templates aligned with RCD requirements. Each clinician received personalized feedback based on their historical denial patterns. Our AI tools analyzed documentation in real time, flagging deficiencies before claims were submitted for pre-claim review. Pre-Submission Quality Review Process Every claim now passes through a three-tier review process: automated AI screening for common errors, certified coder review for clinical accuracy, and a final compliance check against current MAC-specific RCD criteria. This process catches 95% of potential denial triggers before submission. Real-Time Analytics Dashboard We deployed a monitoring dashboard tracking approval rates, denial reasons, turnaround times, and clinician-level performance metrics across all branches. This gave leadership real-time visibility into compliance status and enabled proactive intervention when patterns shifted.