Benchmarking & Attribution
Expert articles and analysis related to benchmarking & attribution.
AI Summary — Last 24 Hours
Medicare Advantage instability is intensifying as UnitedHealthcare and Humana plan cancellations are expected to affect roughly 1 million beneficiaries, raising near-term attribution and continuity risks for provider groups, ACO-aligned networks, and MA-focused VBC contracts during enrollment transitions (The Hill). At the same time, congressional scrutiny of MA risk adjustment is sharpening the policy tension between coding-driven revenue, benchmark integrity, and benefit generosity—an issue that could reshape payer-provider economics and star/risk strategies if CMS under the Trump administration moves toward tighter calibration (JAMA). Medicaid managed care signals are more stabilizing, with Molina pointing to state rate increases and moderating cost trend, but the immediate VBC implication is bifurcation: MA attribution volatility is rising while Medicaid risk corridors and rate adequacy may be improving.
Related Articles
Reforming Risk Adjustment in Medicare Advantage—A View From Congress
Reforming Risk Adjustment in Medicare Advantage—A View From Congress  JAMA
UnitedHealthcare, Humana Medicare Advantage cancellations to affect 1 million
UnitedHealthcare, Humana Medicare Advantage cancellations to affect 1 million  The Hill
Molina joins Medicaid recovery bandwagon despite mixed Q3
It’s the latest insurer to report momentum in the safety-net insurance program as states increase their payment rates and costs plateau. “The imbalance between rates and trend appears to have stabiliz...
The difficult balance between Medicare Advantage spending and benefits
The difficult balance between Medicare Advantage spending and benefits  Healthcare Finance News