2) it's true that good policy can align private profit with public good, but if we are going to rely on that, need tight surveillance and fast response from regulators to close arbitrage opportunities where short-term profit maximizers will gather. c/f surprise billing
3/ if you wait too long, then entrenched profits become normalized, powerful incumbents are formed, and they can, and will, exert political influence to keep the "status quo" in place.
Many health policy examples (facility fees, drug pricing). But also...Medicare Advantage 👀
4/ It's true that fee for service creates a huge host of opportunities where private profit is not aligned with public good, in over-utilization where items aren't priced appropriately or restricted effectively...
PE rollups of derm practices -> MOHS surgery on the butt
5/ in creating monopolies where market power (or regulatory capture) can lead to higher prices (esp for commercial lives), like air ambulances, or anesthesiologists
In cutting back on costs in ways that stint on care, harm patients (see nursing home study)
6/ I am a huge believer in value based payment model as a massive force for good in better aligning public good with private profits.
But that doesn't mean that arbitrage opportunities can't creep in there.
It's a tough problem, but when policymakers have tried to address it, barriers have been more political than technical. healthaffairs.org/do/10.1377/hbl…
8/ so, YES.
We all benefit when the only capital to grow disruptive models doesn't have to come from today's incumbent giants, who are not interested in disrupting their current comfortable status.
9/ YES. There are long term-oriented PE firms that aren't just about cutting costs, or financial engineering, but rather around creating lasting positive change, in a way that's aligned with social good (if for no other reason that those businesses tend to be more sustainable)
10/ YES. Simplistic PE-bashing is misdiagnosing the problem, ("don't hate the player, hate the game")
Trying to limit their participation in healthcare seems difficult and potentially counter-intuitive
11/ Policymakers that influence a significant portion of the incentives in the healthcare system have an awesome responsibility to always be on the lookout for emerging arbitrage being applied to any payment model, VBC as well as FFS, and to be constantly and quickly responding
12/ One of @N_Brennan unsung innovations at @CMSGov data unit was setting up an analytic function to track market developments and incentives
Maybe its a cat and mouse game, but that is the nature of life. There is no perfect solution that doesn't need constant attention.
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2/ In 2021 delta it was only 3.7 days (vs 5.6 days for 2020 outbreak).
This would have an impact on a key transmission dynamic factor we often look for: "serial interval periods" (time between symptom onset for index case vs subsequent case in a contact tracing investigation)
3/ What you are trying to estimate from observable symptom intervals is underlying mean generation time.
tangent: If you find negative serial intervals as in COVID, it's a sign of asymptomatic and presymptomatic spread.
TY @bijans for spotting the "full pdf" download button.
3/ what do we learn?
The mysterious "other data" for high viral load in breakthrough cases came from a 4th of July outbreak in Provincetown (Barnstable, Mass) where the “vast majority” of the new cases were among fully vaccinated individuals
2/ MACRA was a true milestone, and a concept that I still support- instead of artificially capping medical inflation (and then not having the guts to actually see doc pay cuts) lets create 2 paths- a "pay for performance" base and an incentivized alternative payment model track.
3/ But 3 seemingly technical details fundamentally sapped the potential impact of this huge bill.
classic behavioral economics- the impact of an incentive is not just proportional to its size, but also its cost, uncertainty, and delay
2/ in this article, Joseph Kannarkat and I break down all the tools that the Biden administration and @SecBecerra have to address competition beyond antitrust reviews