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The 2026 RAND QME Study: What It Found, Why It Matters, and What to Do About It
On May 21, 2026, the Division of Workers' Compensation released a 172-page RAND Corporation study examining whether California's Qualified Medical Evaluator system is sustainable and still serving its original purpose. The study drew on DIR data spanning 2012 to 2024 and stakeholder interviews with attorneys, claims representatives, QMEs, and injured workers.
The data is specific. Some of it is stark. Here is what RAND found, what it recommended, and what each of those recommendations means for practitioners.
Key Fact: The average time from QME panel assignment to exam in 2023 was 118 days. Nearly half of all panels never produced an exam. Medical records delivery was identified as one of the primary causes of delay. RAND recommends requiring records delivery before evaluations take place. Practices that improve record management now do not need to wait for regulation to catch up.
What RAND Found: The Numbers
Panel demand has grown steadily. RAND's analysis of DIR data shows QME panel assignments increased from 2012 through 2024, with expected dips in 2013 when treatment-related evaluations moved to a separate process, and again in 2020 to 2021 during COVID-19. The system is handling more disputes than it was a decade ago. (Source: RAND analysis of QME data, RR-A4655-1, Figure S.1.)
QME supply grew after 2021, but concentrated in cities. The 2021 fee schedule change, which replaced time-and-complexity billing with a flat fee plus a $3-per-page charge for medical records exceeding 200 pages, attracted new evaluators. RAND found the growth was weighted heavily toward metropolitan counties. Rural areas saw minimal improvement. Certain subspecialties, including oncology, still cannot reliably field a three-physician panel. (Source: RAND analysis, Figure S.2.)
Most evaluations take far longer than the rules intend. In 2023, the average time from panel assignment to QME exam was 118 days. Only 22.4% of evaluations occurred within 90 days. Roughly 45% of panels assigned in 2023 never resulted in a QME exam from that panel. Cases either moved to a replacement panel or stalled. (Source: RAND analysis, Table S.3.)
Med-Legal costs rose well beyond projections. Average Med-Legal payments in 2022 to 2023 were 57% higher than the 2016 to 2020 average. The 2021 fee schedule change had targeted a 25% increase. System costs more than doubled that target without closing the supply gap in rural regions and underserved specialties. (Source: RAND analysis of WCIS data, Figure S.3.)
Medical records delivery is a system-wide bottleneck. This came through in both the quantitative data and the stakeholder interviews. QMEs reported receiving incomplete, disorganized, or duplicate records. Multiple participants noted records frequently arrive the day of the evaluation, or not at all. Stakeholders raised the idea of a central electronic records repository, though privacy and logistical questions remain open. (Source: RAND qualitative analysis, 27 interviews and 6 focus groups, Table S.2.)
Report quality has no feedback loop. QMEs told RAND they want more mentorship, more practical training, and structured feedback on early reports. The 16-hour continuing education requirement effective April 1, 2026 is a step in that direction. The study found room for more. (Source: RAND qualitative analysis, Table S.2.)
What RAND Recommended
RAND's recommendations are organized by the type of change required: legislative, regulatory, or administrative. The ones most relevant to practitioners:
Require medical records delivery before evaluations. A regulatory change requiring records to reach the evaluator before the appointment, not the day of or after. The study acknowledged this could extend scheduling timelines but concluded that evaluations conducted on incomplete records cause more downstream harm than the delay would. (Source: RAND, Table S.4.)
Investigate a central electronic repository for medical records. The study flagged this for further investigation, noting that a shared digital system could reduce duplicate records, speed delivery, and create an audit trail. Privacy, cost, and technical questions remain open. (Source: RAND, Table S.4.)
Add report writing time when record volumes are high. A legislative change giving evaluators additional time for cases involving large medical record sets. The current flat-timeline approach does not account for complexity. (Source: RAND, Table S.4.)
Recruit QMEs in rural areas and underserved specialties. Recommended actions include rural fee schedule modifiers, allowing offices beyond the current 10-office limit in rural counties, and targeted recruitment campaigns. (Source: RAND, Table S.4.)
Create mentorship and earlier feedback for QMEs. Pairing new QMEs with experienced evaluators through a voluntary program and expanding feedback on first reports. (Source: RAND, Table S.4.)
Allow QMEs to set a maximum monthly caseload. A regulatory change giving evaluators the ability to cap panel assignments would reduce burnout and improve report quality. (Source: RAND, Table S.4.)
Current System vs. RAND Recommendations
What This Means for Defense Attorneys
The 118-day average and the 45% panel-failure rate mean defense firms need to build medical-legal timelines into their case schedules that routinely exceed regulatory targets. A 90-day expectation is not a planning assumption anymore. It is an outlier.
The more immediate implication is tactical. RAND's finding that records organization directly affects evaluation quality gives defense counsel something actionable now. Firms that send organized, deduplicated, indexed record sets to the evaluator, rather than forwarding whatever the adjuster collected, get evaluations that are more likely to address every disputed issue the first time. That reduces supplemental report requests, objections, and deposition challenges.
RAND did not evaluate commercial services. But its findings document the exact problem that structured records preparation solves. Firms that have built that workflow, internally or through a dedicated service, are ahead of where the system is heading.
The removal of neuropsychology from the QME panel system has created specific difficulty for defense cases involving cognitive claims. RAND stakeholders flagged this directly. Defense attorneys handling these cases should plan for longer timelines and consider agreed medical evaluator arrangements where the facts support it. (Source: RAND qualitative analysis, Table S.2.)
What This Means for Applicant Attorneys
The same records-quality principle applies on the applicant side, but the stakes are different. An evaluator who receives a disorganized record set may underrate disability, miss a body part, or overlook causation evidence that supports the claim. RAND's finding that QMEs want better-organized records is not an administrative preference. It affects impairment ratings and future medical care recommendations directly.
Applicant attorneys should also track the proposed QME regulation amendments the DWC posted on May 4, 2026. The proposed rules would extend scheduling from 60 to 90 days with a possible 120-day extension, tighten physician eligibility requirements, and add requirements for remote office listings. These changes, combined with RAND's recommendation to require pre-evaluation records delivery, could extend case timelines further than they already run.
Coordinating early with treating physicians to confirm records are current and complete before the panel process begins will offset some of that delay. It will not eliminate it, but it addresses the portion within your control. (Source: DWC, DIR News 2026-39.)
What This Means for Claims Professionals
The cost findings demand attention. A 57% increase in Med-Legal payments against a 25% target means the fee schedule overshot, and RAND recommends monitoring whether further adjustments are needed, particularly for psychiatric and psychological evaluations where a 2x multiplier applies.
For adjusters and TPAs, the recommendation to require records delivery before evaluations would change how retrieval fits into the claims workflow. Today, many operations treat record collection as a parallel track running alongside panel scheduling. If records delivery becomes a condition for the evaluation proceeding, retrieval needs to be completed and organized before the exam date, not alongside it. The gating item changes. The lead time required changes with it.
Claims operations that already run structured records retrieval workflows will absorb that shift. Those that don't will feel it.
The 2026 DWC profile audit review standard of 1.58582 already holds adjusting locations accountable for timely notices and QME/AME advice. If regulatory changes formalize records-delivery requirements, compliance audits may eventually extend to records timeliness as a measurable standard. (Source: DWC, DIR News 2025-105.)
What This Means for QMEs and Medical Providers
RAND's stakeholder interviews identified three primary reasons QMEs leave the system: time pressure, payment delays, and problems with medical record delivery. The 2021 fee schedule changes helped with recruitment. QME numbers rose, particularly in metro counties. But retention remains a concern if the operational friction continues. (Source: RAND qualitative analysis, Table S.2.)
The 16-hour continuing education requirement for reappointment, effective April 1, 2026, includes 2 hours of anti-bias training and 2 hours of case law review. RAND's recommendation for earlier and more targeted feedback suggests further quality requirements could follow. QMEs who invest in mentorship and practical training now will be better positioned as those standards evolve. (Source: DWC, DIR News 2026-11; RAND, Table S.4.)
For treating physicians and nurse case managers, RAND's endorsement of telehealth evaluations for appropriate dispute types, particularly psychiatry and mental health, and its recommendation to maintain current telehealth flexibilities, could expand access in regions where in-person scheduling backlogs are severe. (Source: RAND qualitative analysis, Table S.2.)
Addressing the Records Problem Before Regulation Catches Up
RAND identified medical records delivery as a system-level problem and made two specific recommendations: require records delivery before evaluations as a regulatory change, and investigate a central electronic repository to reduce duplicate records, improve chronological organization, and create an audit trail.
Both are infrastructure changes. Both will take time.
The operational improvements RAND described are not waiting on regulation. Reducing duplicate records, organizing files chronologically, and ensuring evaluators receive complete records before the examination are achievable now through structured retrieval and review workflows. Firms and claims operations that build those workflows today are not just solving a current problem. They are ahead of where the regulatory environment is moving.
EWORD Solutions provides end-to-end records retrieval and medical record review for California workers' compensation professionals, from subpoenas and HIPAA requests through provider follow-up, deduplication, and organized electronic delivery. The medical record review service produces hyperlinked, chronologically organized packages built so QMEs and attorneys have what they need without sorting through thousands of unorganized pages. Both services are HIPAA-compliant and built for the California EAMS ecosystem.
Frequently Asked Questions
What is the 2026 RAND QME study? A 172-page research report released May 21, 2026, conducted by RAND and funded by the California DIR. It uses DIR data from 2012 to 2024 and stakeholder interviews to assess whether California's QME system is sustainable and meeting its intended purpose.
Does the RAND study change California law? No. The study is research, not regulation. The DWC stated the findings will inform future rulemaking. RAND's specific legislative, regulatory, and administrative recommendations have not taken effect.
What were the key findings? Panel demand has grown steadily. QME supply increased after the 2021 fee schedule change but concentrated in metro areas. The average time from panel assignment to exam was 118 days in 2023. Med-Legal costs rose 57% above the 2016 to 2020 baseline. Medical records delivery is a system-wide bottleneck. Report quality feedback is insufficient.
When will new QME regulations take effect? The DWC posted proposed QME regulation amendments on May 4, 2026, but they must complete the formal rulemaking process. No effective date has been set. The 16-hour continuing education requirement took effect April 1, 2026.
How long do QMEs have to issue reports? Under California Code of Regulations title 8, section 38, QMEs must serve their initial comprehensive medical-legal report within 30 days of the examination. Supplemental reports must be served within 60 days of the request. RAND recommended adding time for cases involving large medical record volumes.
Who sends medical records to the QME? Under current rules, both parties can provide records to the evaluator, with copies shared with the opposing party at least 20 days before the evaluator receives them. RAND recommended requiring records delivery before the evaluation as a regulatory change.
Can QME evaluations be done remotely? Yes, under specific conditions. Remote evaluations are allowed when the dispute involves AOE/COE, benefit termination, or work restrictions; both parties agree; the evaluator confirms in-person examination is unnecessary; and the method meets AMA Guides standards. RAND found telehealth most appropriate for psychiatry and mental health evaluations.
What did RAND recommend about medical records? Two actions: a regulatory change requiring medical records to be delivered before the QME evaluation, and further investigation of a central electronic repository to improve delivery, reduce duplicates, and create an audit trail.
Key Takeaways
- The average time from panel assignment to QME exam in 2023 was 118 days. Only 22.4% of evaluations were completed within 90 days. Roughly 45% of panels never produced an exam from that panel.
- QME supply increased after the 2021 fee schedule change but concentrated in metro counties. Rural and specialty gaps remain.
- Med-Legal costs rose 57% above baseline, more than doubling the intended increase.
- Medical records delivery was identified as a system-wide bottleneck in both the quantitative data and the stakeholder interviews.
- RAND recommends requiring records delivery before evaluations and investigating a central electronic repository.
- QMEs who leave the system cite time pressure, payment delays, and medical record delivery problems.
- Firms and claims operations that invest in organized, timely records retrieval and delivery are addressing the core operational problem RAND documented, ahead of formal regulatory changes.
What Happens Next
The RAND study gives the DWC a research foundation for the next round of rulemaking. Formal changes will take time. The proposed QME regulation amendments from May 2026 still need to complete the rulemaking process. A central records repository, if pursued, involves years of design, stakeholder input, and technical implementation.
What will not wait is the caseload.
Records are arriving late or incomplete today. Evaluators are writing reports without full medical histories today. Cases are taking nearly four months from panel assignment to exam, and nearly half of those panels do not produce the evaluation they were assembled for. The RAND study documented all of this with data. It did not create the problem.
Firms and claims operations that will be best positioned when regulatory changes arrive are the ones building cleaner records workflows now. Not because regulation is coming, but because the problem is affecting their cases today.
EWORD Solutions supports California workers' compensation professionals with medical record retrieval and review services built around this workflow. To learn more, contact us at (866) 386-6003 or visit ewordsolutions.com.