Draft reference — content review pending
Claim Denial Rate
The percentage of eligible insurance claims adjudicated in the selected period that are recorded as denied under the agreed claim-status rules.
Business question
What share of eligible adjudicated insurance claims is recorded as denied?
Formula
Claim denial rate = eligible insurance claims denied ÷ eligible insurance claims adjudicated × 100.
Calculation notes
Define claim identity, adjudication status, denial status, reporting period, partial-denial treatment, resubmission linkage, and whether the basis is claim count or claim value.
Edge-case guidance
Do not place pending claims in the denominator. Avoid double-counting corrected or resubmitted claims, and state whether reversals or later decisions are assigned to the original or decision period.
Required data
| Input | Type | Status | Available source hints |
|---|---|---|---|
| Eligible denied claimsAggregate count of eligible claims recorded as denied after adjudication. | Number | Required | Appointment system · Excel · Google Sheets · Manual records |
| Eligible adjudicated claimsAggregate count of eligible claims with a final adjudication status under the documented rules, excluding pending claims. | Number | Required | Appointment system · Excel · Google Sheets · Manual records |
Interpretation
Use this administrative, aggregate measure only where insurance claims exist. Keep pending claims, partial denials, corrected or resubmitted claims, and claim-count versus claim-value views distinct.
Caution
Use aggregate records only. Do not include names, individual record identifiers, or other personal health information. Implementation must follow applicable privacy, healthcare, and insurance requirements. Exclude records that cannot be classified consistently.
Implementation recommendation
Agree on aggregate claim identity and adjudication statuses with the administrative and finance owners, and report claim count and value bases separately.
Target guidance
Set a context-specific target for claim denial rate from comparable historical periods, then adjust it for scheduling policy, operating capacity, seasonality, service mix, and data quality. Review the target with the accountable operations owner; reducing denials through unsupported submissions or premature classification can create rework and distort the measure.