Population Health: The Operational Engine of Value-Based Care

Population health management isn't a parallel strategy to VBC — it's the mechanism by which VBC actually works. Four pillars explain why.

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Rethinking Risk Stratification in the Age of AI

Predictive models are reshaping how payers identify high-cost populations — but model governance and health equity remain underexamined challenges.

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The Hidden Leverage of Attribution Methodology

How patients get attributed to providers under APMs can dramatically change financial incentives — and most health system CFOs don't fully understand the mechanics.

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Total Cost of Care Is Still a Blunt Instrument

Aggregate TCOC benchmarks obscure variation in service categories that offer the highest opportunity for improvement — a gap that demands more granular analysis.

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