Risk Adjustment & Benchmarking
Expert articles and analysis related to risk adjustment & benchmarking.
AI Summary — Last 30 Days
Risk adjustment is moving into a more adversarial and evidence-driven phase: HHS OIG audits of Humana and UnitedHealthcare MA plans found nearly $180 million in alleged overpayments tied to unsupported diagnoses, while the $541.5 million Villages Health settlement signals expanding enforcement risk for provider groups participating in MA risk-capture arrangements. At the same time, MedPAC is defending its $76 billion MA overpayment estimate and publishing plan-level accuracy work, intensifying pressure on CMS under the Trump administration to tighten MA coding, benchmarking, and normalization rules even as plans push Congress to change the methodology (HHS OIG audit coverage; MedPAC risk adjustment analysis).
For ACOs and provider-led VBC organizations, the strategic takeaway is that coding infrastructure must shift from revenue maximization to audit-defensible clinical documentation, because benchmark integrity, MA contracting economics, and shared-savings credibility are increasingly tied to whether risk scores reflect true morbidity rather than capture intensity.
Related Articles
MedPAC Chair Defends $76 Billion Medicare Advantage Overpayment Estimate as Insurers Push Congress to Change the Math
MedPAC Chair Defends $76 Billion Medicare Advantage Overpayment Estimate as Insurers Push Congress to Change the Math Medical Daily
How Inconsistent Reimbursement for Special Needs Plans at Nursing Homes Is Driving Poorer Outcomes and Higher Hospitalization Rates
How Inconsistent Reimbursement for Special Needs Plans at Nursing Homes Is Driving Poorer Outcomes and Higher Hospitalization Rates Skilled Nursing News
Private-practice doctors alarmed by HMSA policy changes
Private-practice doctors alarmed by HMSA policy changes West Hawaii Today
A Vision for Modernizing Medicare Risk Adjustment: Building the Evidence for Reform
A Vision for Modernizing Medicare Risk Adjustment: Building the Evidence for Reform Margolis Institute for Health Policy
New Analysis Highlights Flaws in MedPAC's MA Assumptions
New Analysis Highlights Flaws in MedPAC's MA Assumptions AHIP
Accuracy of Medicare Advantage risk adjustment at the plan level - medpac.gov
Accuracy of Medicare Advantage risk adjustment at the plan level medpac.gov
Accuracy of Medicare Advantage risk adjustment at the plan level - MedPAC (.gov)
Accuracy of Medicare Advantage risk adjustment at the plan level MedPAC (.gov)
AHA Comments on Physician Fee Schedule Proposed Rule for 2027
AHA Comments on Physician Fee Schedule Proposed Rule for 2027 American Hospital Association
Federal watchdog accuses Humana, UnitedHealthcare Medicare Advantage plans of upcoding
Newly released HHS OIG audits of HumanaChoice and UnitedHealthcare of Wisconsin found both plans frequently exaggerated the health needs of their members, generating almost $180 million in overpayment...
Cedar Gate Survey Reveals 83% of Health Plans Miss VBC Outcomes Due to Fragmented Data
Cedar Gate Survey Reveals 83% of Health Plans Miss VBC Outcomes Due to Fragmented Data HIT Consultant