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Risk Adjustment & Integrity

Expert articles and analysis related to risk adjustment & integrity.

135 articles•Last 7 Days

AI Summary — Last 7 Days

Risk adjustment and integrity risk is intensifying across Medicare Advantage and VBC: CMS’ latest recalculation of MA Star Ratings adds another layer of payment volatility to a bonus system worth roughly $16 billion, while OIG’s new MA industry-specific guidance and renewed focus on RADV extrapolation underscore that coding, documentation, and audit exposure remain central financial risks for plans and delegated-risk providers. At the same time, ACO and specialty-model participants are moving toward more sophisticated actuarial tooling—e.g., Arbital Health’s ATLAS for modeling CMS LEAD ACO exposure—because benchmark design, attribution, and risk-score mechanics are increasingly determining whether value-based contracts create upside or unpriced downside. See: Wakely RADV extrapolation guide and [Arbital ATLAS for CMS LEAD](https://news.google.com/rss/articles/CBMixwFBVV95cUxNTVg3ekJxUXl5VndEbjhXVmR6WUo4UGoyWHROTTVmUmF4LXdOOTBjNno4Sll3MjhVYm1CSm9wbVhGUWxJWEphUDF0emlnbGdrUmcwWXFzOVZhRnFETE0wY2VKbk1JNE5XaU5oT1

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