Speeding Biomarker Translation: From Research to Affordable Care
Fascinating science, but the real question is translation -how quickly can this move from research into something clinically actionable and affordable at scale? We’ve seen promising biomarkers stall before. #health #aging https://t.co/6qUmSulCxJ
Organ‑Specific Aging Signals Redefine Value‑Based Care Allocation
This is a powerful reframing of risk in #healthcare. If we move from ‘average patient profiles’ to organ-specific aging signals, it could fundamentally reshape how value-based care models allocate resources and intervene earlier. #aging https://t.co/37n991SXyC
Focus on Evaluating AI Output, Not Just Production
The shift from production to evaluation bottleneck is the most underrated idea here. We've spent 2 years asking 'can #AI do my #job?' & almost no time asking 'can I tell when AI has done my job badly?' https://t.co/PFeWGNoXfA
Both Health and Foster Systems Need Unified Individual View
There’s a fascinating parallel here between what leading #health systems are trying to accomplish in value-based care and what foster youth systems desperately need: a shared operational picture of the individual. https://t.co/om9O8rO3P8
Geography Drives Costs; Food Deserts Signal Risk
From a payer perspective, this is where the economics are heading: geography is becoming one of the most predictive variables of cost and outcomes. Food deserts are not just a public health issue; they are a risk stratification imperative. https://t.co/ZZI4QPrf1n
Payers May Price Risk Pools by City or ZIP
“High-risk cities” could see double-digit PMPM growth above national averages. This means that Payers may begin pricing city-level or even ZIP-level risk pools. https://t.co/B9YFDKiXoX
Affordable Housing Hotspot for Social and Clinical Risks
The #affordablehousing situation in the US is the most important here. That’s where we have the highest concentration of #risk-social, behavioral, and clinical. #health https://t.co/d8ZGVHqoMo
Fragmented Care Transitions Leave Patients Unprotected
The care transitions conversations resonated most deeply. We still discharge patients into a fragmented system and hope for the best. #aging #health https://t.co/d8ZGVHqoMo
Inflation Spike Ahead, Then Value‑Based Care Delivers Benefits
In the Short Term (0–2 years) I agree we will see an inflationary spike. However, after this, I’d expect to see more value-based care contracts coming into play that will yield real benefit #health #healthcare #AI https://t.co/XcVTG2FSRf
Integrating Affordable Housing Into Healthy Aging Care
Great panel insight from Jon Warner, Neelam Brar and Andrew Smith, NHA, M.Ed., PMP #aging #care #healthyaging #affordablehousing https://t.co/dALbZrykhW
Affordable Housing Serves as Unrecognized Care Coordination Hub
This is a really important reframing. Affordable housing operators are already acting as de facto care coordinators, but without the infrastructure, funding, or recognition that #healthcare systems receive. https://t.co/NIe4JUGjLe
Tech Powers Care Transformation via Coordination Platforms
Technology is identified as a critical enabler of this transformation. Platforms like CareAegis aim to provide the missing coordination infrastructure https://t.co/NIe4JUGjLe
AI and Automation Essential for Scaling Government Assistance
When ~140M+ Americans are in government programs, scalability becomes everything. This is where digital infrastructure, automation, and AI-driven coordination can move from ‘nice to have’ to ‘system-critical’- especially in managing transitions https://t.co/eCgASwgofi
Are Post‑Acute Care Models Evolving Fast Enough?
The real question is whether our delivery models, especially in post-acute and community-based care, are evolving fast enough to support this scale. https://t.co/eCgASwgofi
Your Mindset, Not Opportunity, Limits Career Growth
This hits uncomfortably close to home. I’ve spent 20 years climbing the ladder and only recently started questioning whether it’s the ‘right wall.’ The idea that the real constraint isn’t opportunity but mindset is both empowering & a little unsettling....