What denial metrics should an RCM team track?

An RCM team should track denial rate, denial dollars, overturn rate, recovery rate, appeal timeliness, top denial reasons, root causes, payer trends, and repeat-denial patterns.

Metrics should help management understand both financial impact and operational failure.

Useful measures can include:

• Initial denial rate
• Denied dollars
• Denials by payer, category, provider, location, and specialty
• Appeal success or overturn rate
• Recovered dollars
• Average denial resolution time
• Appeals missed due to filing limits
• Preventable versus non-preventable denials

The best reporting connects denial volume to root cause so teams can measure whether corrective actions reduce recurrence.

• Track both volume and dollars.
• Measure appeal success and recovery.
• Segment by payer and root cause.
• Track preventable denials.
• Use trends to verify process improvement.

A dashboard shows authorization denials rising for one location. Investigation reveals a workflow change caused staff to miss authorization updates. Fixing that process reduces the denial rate the following month.

• Tracking only denial count.
• Ignoring recovered dollars.
• Reporting categories without root cause.
• Failing to measure improvement after corrective action.

Name metrics that help both AR productivity and prevention.