Crémieux Profile picture
Apr 6 • 15 tweets • 5 min read • Read on X
The state of Louisiana has managed to reduce its Hepatitis C death rate by nearly a sixth in just a few years through a clever public health programđź§µ Image
Louisiana's success has to do with the recent development of a miraculous change in how Hepatitis C (HCV) is treated.

Prior to 2013, HCV was primarily treated with drugs like interferon and ribavirin, but the drugs were not consistently effective at clearing the virus.Image
But then the FDA approved the first direct-acting antiviral (DAA), sofosbuvir, a liver-targeting NS5B protein inhibitor that, combined with another protein inhibitor (velpatasvir), is effective in treating 95-99% of HCV patients.

That's basically everyone! Image
A few more DAAs have come out since then, but they all share an annoying problem: They're expensive.

It would cost over $300 billion to treat every HCV-positive person in the U.S. That's a very large share of the budget of Medicaid, so it's not really feasible.
But Louisiana figured out how to make it feasible.

Where other states negotiate with multiple drug producers at once, Louisiana negotiated with just one company to give them the state's full $30m, if they provided unrestricted medication access

Asegua Therapeutics took the deal Image
Being the sole supplier for an unlimited amount might seem like it would be bad for the company, but their prices are far from costs, and they were actually likely to get far higher returns this way than if they had been one of six suppliers.

So the marginal cost fell to zero.
Louisiana had a goal of curing at least 10,000 Medicaid-enrolled and incarcerated persons by 2020 and to screen and identify 90% of HCV patients, with 80% cured, by 2024.

With that in mind, the state started diagnosing people left-and-right, immediately: Image
Louisiana also rapidly increased prescriptions for Epclusa, the generic drug they had made a contract for to get whatever amount they wanted. Image
In this effort, Louisiana showed out.

The state went from below-average prescription numbers to beating the national average handily. Image
Given this clear increase in diagnoses, prescriptions, and so on, you can guess that a lot of the graphs look similar.

And they do!

In this image, you can see HCV deaths falling straight away via event-study: Image
And in this, you can see a knock-on consequence: the number of people in need of liver transplants fell.

Moreover, they started being in better condition, enjoying better-functioning livers while they were seeking a new one. Image
Before continuing: Everything shown here holds up whether using synthetic controls or an event-study.

This is a really impressive study, and it's showing some credible and important results. Image
So, let me recap.

Louisiana negotiated an exclusive deal to have the state provide certain very at-risk populations with essential drugs on the cheap.

This worked amazingly: they saved lives, they helped clear their transplant backlogs, and they might've done more.
Hepatitis C is variable. Sometimes it takes a short while to show symptoms, sometimes it takes decades

By curing so many people, Louisiana might've cut down on future transmission, saving more money than expected

Oh, and already, this program more than paid for itself!
I highly recommend giving this study a read. In my opinion, it gives a solid vision for future, affordable public health initiatives that can easily pay for themselves, like Louisiana's effort to eliminate Hepatitis C.

Sources:

nature.com/articles/natur…

nber.org/papers/w33617

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More from @cremieuxrecueil

Dec 22
The Australian pension system is funded through mandatory contributions into private retirement accounts

During the COVID pandemic, the government allowed people to pull up to $20,000 from those accounts decades early

What happened?

Firstly, uneducated people pulled the most: Image
Australia did this because they needed fiscal stimulus.

If they didn't allow people to make early withdrawals from their accounts—which normally remain inaccessible until retirement age—, they would have ended up in a very bad position.

But people did withdraw. Image
About a quarter of those aged >34 withdrew.

The most common amount to take out was $10,000 each time the possibility became available.

All said and done, that typically meant pulling down 51% of the total balance. That also meant foregoing $120,000 on average by retirement! Image
Read 10 tweets
Dec 21
The biggest argument against using GLP-1s for weight loss is that they cause excess muscle loss.

But as it turns out... GLP-1s do not cause any more muscle loss than traditional weight loss methods!

Let's discussđź§µImage
The differences in weight loss in that chart showing data from different trials are not

1. Clinically significant—they're not large enough to matter physiologically

2. Statistically significant—each weight loss method is not distinguishable in current data

But that's lean mass
Lean mass includes water.

Unfortunately, if we use DXA scans to understand body composition, we include that with muscle.

But if we use MRIs, we can separate water and muscle! As it turns out, the UK Biobank has just the required data. Image
Read 13 tweets
Dec 7
Why do identical twins have such similar personalities?

Is it because they're reared together? Is it because people treat them alike due to their visual similarity?

Nope! Neither theory holds water. Image
Despite looking as similar as identical twins and being reared apart, look-alikes are not similar like identical twins are. In fact, they're no more similar than unrelated people.

This makes sense: they're only minimally more genetically similar than regular unrelated people.
The other thing is that twins reared apart and together have similarly similar personalities.

In fact, there might be a negative environmental effect going on, where twins reared together try to distinguish their personalities more!
Read 7 tweets
Dec 2
Society is cognitively stratified:

Smart people tend to earn higher educations and higher incomes, and to work in more prestigious occupations.

This holds for people from excellent family backgrounds (Utopian Sample) and comparing siblings from the same families! Image
This is true, meaningful, and the causal relationship runs strongly from IQ to SES, with little independent influence of SES. Just look at how similar the overall result and the within-family results are!

But also look at fertility in this table: quite the reverse! Image
Source: sciencedirect.com/science/articl…

And to learn more about this general phenomenon, see: cremieux.xyz/p/intelligence… (I've added this citation to this article!)
Read 5 tweets
Nov 25
After this article came out, several people responded, alleging that a cultural model made more sense.

Clark has a point-by-point responseđź§µ

Let's start with the first thing: parent-child and sibling correlations in status measures are identical—hard to explain culturally! Image
The reason this is hard to explain has to do with the fact that kids objectively have more similar environments to one another than to their parents.

In fact, for a cultural theory to recapitulate regression to the mean across generations, these things would need to differ! Image
Another fact that speaks against a cultural explanation is that the length of contact between fathers and sons doesn't matter for how correlated they are in status.

We can see this by leveraging the ages parents die at relative to said sons. Image
Read 10 tweets
Nov 24
The idea:

The internet gives everyone access to unlimited information, learning tools, and the new digital economy, so One Laptop Per Child should have major benefits.

The reality:

Another study just failed to find effects on academic performance. Image
This is one of those findings that's so much more damning than it at first appears.

The reason being, laptop access genuinely provides people with more information than was available to any kid at any previous generation in history.

If access was the issue, this resolves it. Image
And yet, nothing happens

This implementation of the program was more limited than other ones that we've already seen evaluations for though. The laptops were not Windows-based and didn't have internet, so no games, but non-infinite info too

Still huge access improvement though
Read 4 tweets

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