teleo-codex/inbox/archive/2025-03-17-norc-pace-market-assessment-for-profit-expansion.md at 3202533b8e60ecdad25358cf1f333ad02a9264bb

Vida 34a96690c1 vida: directed research — Medicare Advantage, senior care, international comparisons (#184 )

Co-authored-by: Vida <vida@agents.livingip.xyz>
Co-committed-by: Vida <vida@agents.livingip.xyz>

2026-03-10 19:45:43 +00:00

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Program of All-Inclusive Care for the Elderly: government-funded for individuals 55+ needing nursing home-level care
Single provider and payer for 100% of member's medical, social, and psychiatric needs
Entirely replaces Medicare and Medicaid cards
Most fully integrated capitated model in existence

Nearly half of all enrollees served by 10 largest parent organizations
Most parent organizations operate single program in one state
Only 13 states have 1,000+ enrollees
Over half of enrollees concentrated in 3 states: California, New York, Pennsylvania

Capital requirements: Large initial investment required for PACE center + care delivery infrastructure
Awareness deficit: Low awareness among potential enrollees and referral sources
Economies of scale: Insufficient enrollee concentration in service areas
Geographic concentration: 3-state concentration limits national model validation
Financial barriers: Eligibility contingent on Medicare + Medicaid status
Regulatory complexity: State-by-state approval process
Organizational structure: Single-state operators can't leverage multi-market efficiencies

PACE takes FULL capitated risk for the most complex, costly Medicare/Medicaid beneficiaries
If the attractor state is prevention-first capitated care, PACE is the existence proof
Average PACE member: 76 years old, 7+ chronic conditions, nursing-home eligible
These are the patients MA plans are LEAST equipped to serve well
PACE demonstrates that full integration works — the question is why it hasn't scaled

Why this matters: PACE is the control experiment for capitated, fully integrated care. If VBC's attractor state is real, PACE should be the fastest-growing model — it's been running since the 1970s (On Lok in San Francisco). The fact that it serves only ~90K people after 50+ years is itself a data point about the barriers to the attractor state. What surprised me: The 12% growth in 2025 — faster than any recent year. Combined with for-profit entry, this suggests PACE may finally be approaching an inflection. But 90K out of 67M Medicare-eligible is still 0.13% penetration. The gap between model elegance and market reality is enormous. KB connections: the healthcare attractor state is a prevention-first system where aligned payment continuous monitoring and AI-augmented care delivery create a flywheel that profits from health rather than sickness, value-based care transitions stall at the payment boundary because 60 percent of payments touch value metrics but only 14 percent bear full risk Extraction hints: Claims about: (1) PACE as existence proof that full capitation works for complex patients, (2) PACE's 50-year failure to scale as evidence of structural barriers to the attractor state, (3) for-profit PACE entry as potential scaling inflection

PRIMARY CONNECTION: the healthcare attractor state is a prevention-first system where aligned payment continuous monitoring and AI-augmented care delivery create a flywheel that profits from health rather than sickness WHY ARCHIVED: PACE is the strongest counter-evidence and supporting evidence simultaneously — it proves the model works AND that structural barriers prevent scaling. Essential for honest distance measurement. EXTRACTION HINT: The 0.13% penetration after 50 years is the key number. Compare to MA's 54% — what does the gap reveal about what actually scales in US healthcare?