First-pass acceptance rate — the percentage of claims paid without any correction or resubmission — is one of the clearest indicators of a healthy revenue cycle. A low rate doesn't just cost money; it costs staff time, since every rejected claim has to be researched, corrected, and resubmitted.
Start With Eligibility and Demographics
A large share of denials never reach the coding stage at all — they're rejected because of mismatched demographic information or inactive coverage. Verifying eligibility before every single visit, not just new patient visits, closes this gap.
Scrub Claims Before They're Submitted
Claim scrubbing software catches missing modifiers, mismatched diagnosis-to-procedure pairings, and formatting errors before a claim ever reaches the payer. Practices without a scrubbing step in their workflow are essentially submitting first drafts.
Document to Support the Code, Not Just the Visit
Denials for medical necessity almost always trace back to documentation that describes what happened during the visit but doesn't clearly connect it to the billed code. Templates and documentation training for providers close this gap over time.
Track Denials by Reason, Not Just Volume
A denial report that only shows how many claims were rejected isn't actionable. Categorizing denials by root cause — eligibility, authorization, coding, documentation — shows exactly where to invest fixes for the biggest return.
What a Strong First-Pass Rate Looks Like
Top-performing practices typically see first-pass acceptance in the mid-90s or higher. If your practice is meaningfully below that, it's usually a process problem rather than a payer problem — and it's fixable.