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Risk Adjustment & Attribution

Expert articles and analysis related to risk adjustment & attribution.

98 articlesLast 30 Days

AI Summary — Last 30 Days

CMS is materially reshaping Medicare ACO economics for 2027: the LEAD methodology update changes benchmark mechanics, regional adjustment exposure, risk-track selection, beneficiary alignment, and TIN strategy, while the CY 2027 MSSP proposals would alter forecasting and shared-savings potential for incumbent and prospective ACOs (Wakely on LEAD; Wakely on MSSP). At the same time, ACO REACH’s reported $988 million in 2024 Medicare savings reinforces the durability of high-accountability total-cost-of-care models even as that model sunsets, pushing health systems and physician enablement companies to reposition for LEAD/MSSP pathways rather than assume continuity. The parallel DOJ settlement over alleged Medicare Advantage upcoding underscores a tightening risk-adjustment environment: VBC organizations need stronger diagnosis substantiation, coding governance, and attribution analytics as CMS expands opportunity but scrutinizes whether risk scores reflect true clinical burden.

Related Articles

98ALN

Complete Health to pay $14M to settle Medicare Advantage fraud allegations

The value-based primary care provider submitted false diagnosis codes to the CMS for three years, inflating its reimbursement by millions of dollars, according to the DOJ.

Healthcare DiveAug 5, 2026
95ALN

Research from University of Southern California Reveals New Findings on Dementia (Heterogeneous responses to risk-adjustment reform: evidence from dementia diagnosis in Medicare Advantage): Neurodegenerative Diseases and Conditions – Dementia

Research from University of Southern California Reveals New Findings on Dementia (Heterogeneous responses to risk-adjustment reform: evidence from dementia diagnosis in Medicare Advantage): Neurodegen...

InsuranceNewsNetAug 7, 2026
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Complete Health Partners Holdings $14M FCA Settlement: Medicare Advantage Risk-Adjustment Fraud

Complete Health Partners Holdings $14M FCA Settlement: Medicare Advantage Risk-Adjustment Fraud  The National Law Review

The National Law ReviewAug 6, 2026
95ALN

Complete Health to pay $14.1M in Medicare Advantage coding misuse allegations settlement

Complete Health to pay $14.1M in Medicare Advantage coding misuse allegations settlement  Fierce Healthcare

Fierce HealthcareAug 4, 2026
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Florida MA provider pays $14.1M after allegedly pushing physicians to add unsupported diagnoses - beckersasc.com

Florida MA provider pays $14.1M after allegedly pushing physicians to add unsupported diagnoses  beckersasc.com

Becker's ASCAug 3, 2026
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Complete Health agrees $14.1 million False Claims Act settlement over Medicare Advantage coding

Complete Health agrees $14.1 million False Claims Act settlement over Medicare Advantage coding  Traders Union

Traders UnionAug 3, 2026
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CMS Rewrites the LEAD Model Business Case: What ACOs Must Recalculate for PY 2027

How the July 14 Long-term Enhanced Accountable Care Organization (ACO) Design (LEAD) Model methodology update changes ACO benchmarks, risk-track decisions, beneficiary alignment, and Tax Identificatio...

WakelyJul 30, 2026
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A Technological Agenda For Risk-Adjustment Reform

A Technological Agenda For Risk-Adjustment Reform  Health Affairs

Health AffairsJul 28, 2026
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The Trillion-Dollar Algorithm: Lessons From Machine Learning For MA Risk Adjustment

The Trillion-Dollar Algorithm: Lessons From Machine Learning For MA Risk Adjustment  Health Affairs

Health AffairsJul 28, 2026
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Risk Adjustment Coding Deep Dive: Real‑World Insights from the Experts

Risk Adjustment Coding Deep Dive: Real‑World Insights from the Experts  AAPC

AAPCJul 23, 2026