MRE PRACTICAL GUIDE · OPERATIONAL RELIABILITY
Evaluate Physician Review Capacity Against Your Actual Case Mix
Reliable capacity means obtaining appropriate reviewer expertise when your cases need it. A headline network size does not establish specialty availability, assignment speed, or coverage during a surge.
Build the capacity conversation around the work: review type, specialty, complexity, jurisdiction, urgency, and when cases arrive. Then examine how assignments and exceptions are managed.
Describe demand before comparing supply
- Review types and expected case counts, including variation over time.
- Specialties and subspecialties represented in your case mix.
- Applicable qualification and licensure requirements.
- Standard and expedited work, including arrival times and coverage windows.
- Recurring peaks, anticipated changes, and known staffing gaps.
- The tasks your internal team will retain.
Ask for the assignment process
| Area | Question to test |
|---|---|
| Appropriate expertise | How is the reviewer matched to the clinical question and case requirements? |
| Availability | How is current availability confirmed before a case is accepted or assigned? |
| Acceptance | What happens if a reviewer declines or does not respond? |
| Backup | Who can cover absences or unexpected demand? |
| Escalation | At what point is an assignment at risk, and who is notified? |
| Oversight | How are assignment delays, coverage gaps, and recurring constraints reported? |
Industry context: reviewer qualifications
URAC’s overview of IRO accreditation describes expectations involving reviewer qualifications and organizational or reviewer conflicts of interest. Use that context when evaluating reviewer fit, then separately ask for evidence of availability for your own case mix and coverage windows.
Distinguish nominal capacity from usable capacity
A reviewer listed in a network may not be available for every case, jurisdiction, or time window. Ask vendors to explain the difference between their network roster, active reviewer availability, and the capacity they can commit to your work.
Illustrative example: A fictional plan needs a particular specialty during a recurring evening coverage window. A broad national roster may be less informative than a documented assignment and backup process for that exact window. This is a planning example, not a claim about any vendor.
Plan overflow and surge support
Define the trigger for routing work to a partner and the point at which the partner will signal a constraint. Agree on notice periods, maximum supported volumes where relevant, backup arrangements, and the information required to route cases correctly.
- Write clear routing and acceptance rules.
- Identify one owner for each handoff.
- Confirm how records and instructions reach the reviewer.
- Define coverage exceptions and the escalation contact.
- Review actual performance after the first cases and after material volume changes.
Track a small set of useful measures
Consider time to assignment, declined or reassigned cases, coverage exceptions, and completion by relevant case segment. Evaluate these alongside report quality and turnaround. Define the measure, reporting period, and exclusions before comparing results.
Questions for your internal team
- Which cases are difficult to assign today, and what evidence shows the cause?
- Are delays driven by reviewer availability, missing records, routing, or several factors?
- What work should remain internal, and why?
- Which coverage gaps would create the greatest operational difficulty?
Continue your evaluation
Compare UM review partner models · Evaluate turnaround measurement
Discuss specialty and capacity needs with BHM
Confirm the qualifications and workflow requirements for your programs with the appropriate clinical and compliance teams.