Metrics that matter for revenue cycle performance
Useful metrics are those that drive action. Common indicators include:
- First-pass claim acceptance rate (clearinghouse and payer)
- Denial rate by reason category and dollar impact
- Days in accounts receivable (or equivalent aging distribution)
- Percentage of A/R in 90+ day buckets
- Average time from denial receipt to resolution or closure
- Net collection rate relative to expected allowable (where contracts are known)
- Staff hours or cost per claim for follow-up and rework
Raw “claims submitted” or “total collected” without context can hide process problems. Segment by payer, specialty, and denial reason whenever possible.
Payment posting and reconciliation
Payment posting is the step that converts remittance data into patient-account balances. Reconciliation means confirming that the amount posted matches the expected contractual allowance and that any variance (underpayment, denial, or patient responsibility) is assigned a next action.
Typical elements:
- Electronic remittance advice (ERA) or explanation of benefits (EOB) intake
- Auto-posting where the system rules are reliable
- Manual review of exceptions (underpayments, unexpected adjustments, missing claims)
- Patient responsibility transfer and statement generation
- Daily or batch balancing against bank deposits
Unreconciled payments create both cash-visibility problems and compliance risk if balances remain open without explanation.
Reducing days in A/R
Days in A/R improve when:
- Upstream defects (eligibility, authorization, coding) decline
- Follow-up has clear ownership and a documented cadence
- Aged accounts are segmented into viable versus non-viable cohorts
- Patient balances are addressed promptly with accurate statements
No single tactic guarantees a target number of days. The operational lever is consistent movement of open items rather than a reported average alone.
How often to audit billing and coding
Periodic review of a sample of claims, denials, and posted payments helps catch recurring errors before they become material. Many organizations review a targeted sample monthly or quarterly, with deeper audits when denial patterns shift or when new payers or specialties are added. The sample should include both paid and denied claims.
Medical billing software considerations for small practices
When evaluating practice-management or billing software, consider:
- Clearinghouse integration and electronic claim submission support
- Real-time eligibility and claim-status inquiry capability
- Remittance auto-posting rules and exception handling
- Workqueue and reporting tools for denials and aging
- Audit trails for adjustments and overrides
- Total cost including interfaces, support, and training
The best system is one the team can actually use consistently for follow-up and reconciliation, not merely for charge entry.
Related resources
References
Editorial note: October 12, 2026. Metric targets are practice-specific. No collection rate or days-in-A/R outcome is guaranteed.