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Risk Adjustment & Coding

Expert articles and analysis related to risk adjustment & coding.

34 articlesLast 7 Days

AI Summary — Last 7 Days

DOJ enforcement against Medicare Advantage risk adjustment intensified this week, with Humana-owned The Villages Health agreeing to a roughly $542 million settlement over alleged unsupported diagnosis codes for MA members from 2020–2024—an unmistakable warning that provider-led coding infrastructure, not just payer submissions, is in the False Claims Act spotlight (Healthcare Dive). For VBC organizations, the emerging tension is sharper: accurate risk capture remains financially critical for MA, ACO, and delegated-risk models, but unsupported HCC coding, weak chart validation, and aggressive vendor/provider workflows now carry escalating repayment, enforcement, and reputational risk. Legal and policy commentary also points to broader DOJ scrutiny of MA upcoding, reinforcing the need for ACOs, physician groups, and payers to harden compliance controls around documentation, retrospective reviews, and coding governance before entering or expanding value-based contracts (WilmerHale).

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The Villages Health System Agrees to $541.5M Settlement

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Bankrupt Villages Health ordered to pay $541 million for bilking Medicare Advantage  Villages-News.com

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Humana-owned Villages Health agrees to $542M settlement for overbilling Medicare

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Humana-owned Villages Health agrees to $542M settlement for overbilling Medicare

The Central Florida provider manufactured fake diagnosis codes for its Medicare Advantage patients from 2020 to 2024, the DOJ said. Humana bought The Villages Health last year.

Healthcare DiveAug 27, 2026
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How AI and Analytics Can Support More Proactive Risk Adjustment

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The Villages Health Fined $541.5M for Fake Diagnosis Codes on Seniors

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DOJ steps up crackdown on Medicare Advantage upcoding

DOJ steps up crackdown on Medicare Advantage upcoding  Becker's Payer Issues

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Week in Washington 08/27/26

DOJ Settlement Over MA Coding Monogram Health settled with the Department of Justice over allegations around diagnosis data submitted for Medicare Advantage beneficiaries. DOJ specifically cited issue...

WakelyAug 27, 2026
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AMGA Statement on CY 2027 Medicare Advantage Rate Notice - amga.org

AMGA Statement on CY 2027 Medicare Advantage Rate Notice  amga.org

AMGAAug 27, 2026
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Private-practice doctors alarmed by HMSA policy changes

Private-practice doctors alarmed by HMSA policy changes  West Hawaii Today

West Hawaii TodayAug 31, 2026