Days in Accounts Receivable (DAR) is one of the most visible indicators of revenue cycle health. For Saudi healthcare providers, the transition to NPHIES has improved baseline DAR compared to the paper-based era, but many facilities still sit at 50-70 days — far above the 30-40 day target.
This guide covers practical strategies to reduce DAR at every stage of the revenue cycle.
Measure Your Current DAR
Before implementing changes, calculate your current DAR:
DAR = (Total Accounts Receivable / Average Daily Claims Value)
Average Daily Claims Value = Total Monthly Claims / 30
If your DAR exceeds 50 days, prioritize the strategies below based on where your bottlenecks are.
Front-End Strategies (Days 0-7)
1. Verify Eligibility Before Every Visit
The single biggest driver of DAR is claims rejected due to eligibility issues. Verify patient coverage through NPHIES at the time of scheduling, not at checkout.
Impact: Reduces eligibility-related denials by 60-80%.
2. Collect Patient Responsibility Upfront
For co-payments, deductibles, and non-covered services, collect at the time of service. Every riyal collected at the front desk is one less riyal in AR.
Impact: Reduces patient AR by 40-60%.
3. Obtain Pre-Authorization When Required
Claims submitted without required pre-authorization are automatically denied. Build a pre-auth checklist for procedures, admissions, and high-cost services.
Impact: Prevents 100% of pre-auth-related denials.
Mid-Cycle Strategies (Days 7-30)
4. Submit Claims Within 24 Hours
Same-day or next-day claim submission reduces the time between service and billing. Facilities that batch claims weekly add 3-7 unnecessary days to DAR.
Impact: Reduces DAR by 5-10 days.
5. Use Claim Scrubbing Before Submission
Implement claim-scrubbing software that checks for NPHIES-specific errors before submission. Claims that pass scrubbing have a much higher first-pass resolution rate.
Impact: Increases first-pass rate by 10-15%.
6. Monitor NPHIES Rejections Daily
NPHIES returns rejections in real time. Assign a staff member to check for rejected claims every morning and resubmit the same day.
Impact: Reduces resubmission cycle from 7 days to 1 day.
Back-End Strategies (Days 30-90)
7. Prioritize Denial Follow-Up by Value
Not all denials are worth the same effort. Prioritize follow-up by claim value:
| Priority | Claim Value | Follow-Up Timeline |
|---|---|---|
| High | > SAR 50,000 | Within 24 hours |
| Medium | SAR 10,000 - 50,000 | Within 3 days |
| Standard | < SAR 10,000 | Weekly batch |
8. Appeal Medical Denials Within 30 Days
Most payers have strict appeal deadlines. Track denial dates and set up automated reminders to avoid missing windows. For NPHIES claims, follow the specific appeal process defined by each payer.
9. Write Off Uncollectible Accounts Promptly
Holding uncollectible accounts in AR inflates your DAR and distorts your revenue picture. Establish write-off criteria and review accounts older than 120 days monthly.
Technology Tools
| Tool | Purpose | Example ROI |
|---|---|---|
| Claim scrubbing software | Pre-submission error checking | 10-15% higher first-pass rate |
| RCM dashboard | Real-time KPI tracking | Identify bottlenecks 30 days faster |
| Automated denial management | Tracks and prioritizes denials | 20-30% faster resolution |
| Patient payment portal | Online payment collection | 30% higher patient collections |
Conclusion
Reducing DAR is not a single initiative — it is a systematic effort across the entire revenue cycle. Focus first on your biggest bottleneck. For most Saudi facilities, that is front-end eligibility verification, followed by daily rejection monitoring.
A 10-day reduction in DAR for a hospital with SAR 10 million in monthly claims frees approximately SAR 3.3 million in working capital. The return on investment for RCM process improvement is substantial.
ProMedInsure offers AR reduction consulting for Saudi healthcare providers. Contact us for an AR assessment and customized reduction plan.