Crémieux Profile picture
Dec 7, 2024 22 tweets 8 min read Read on X
Americans consume so much healthcare that they don't need.

As it turns out, this is true in a lot of places, and we have excellent evidence that's the case.

Thread. Image
Britain has universal healthcare via their National Health Service.

In this system, the doctors are paid very poorly. Junior doctors—known as "resident doctors" since September of this year—have gone on strike about this several times in recent years.Image
In 2016, a dispute between the government and medical unions about new junior doctor contracts came to a head and the junior doctors didn't like the terms they were offered.

So, five strikes took place across all English public hospitals between January and April of that year. Image
During the protests, the vast majority of junior doctors did not report for duty.

As a result, more than 100,000 outpatient appointments and more than 25,000 fewer planned admissions had to be canceled.

Senior doctors and nurses also had to be redeployed to emergency services.
Hospitals acted to mitigate the impacts of the strikes, requiring some of the junior doctors on roster for emergency services to stay out, calling freelance locum doctors into the NHS, canceling holidays and study leave for staff groups, and asking private doctors for help.
But this wasn't enough to save the NHS' volume, and the backlog of appointments the strike generated was vast.

The strike reduced emergency arrivals and admissions, as well as elective admissions considerably:Image
When the strikes took place, patients who still came in had different characteristics, meaning still going to the hospital on a day where there were fewer doctors available was selective.

Go ahead and read these to see how. For reference, Charlson Score is a comorbidity index: Image
Given elective patients were older, emergency ones were younger, etc., a strategy to identify the impacts the strike had on patients given the reduced volume of care caused isn't obvious

So, these authors leveraged the proportion of junior docs at a hospital as an exposure index Image
Taking this interaction out, the impact of strikes on patient characteristics is no longer significant, and that result is precise enough with small enough coefficients that we're probably fine to go ahead with using this instrument. Image
So let's check: What happens to patients when they're heavily exposed to a strike?

In terms of readmissions within 30 days and mortality... nothing, not even when you stratify by exposure level or control for the severity of patient condition! Image
The volume of care provided by the NHS is reduced by strikes, but not so much that patients are harmed.

That means there's unnecessary care happening.

This study's conclusions, by the way, are not unique. There's actually a large literature on the effects of doctor strikes.
In 2008, Cunningham et al. provided a review, in which they noted that doctor strikes with variables lengths, participation, and so on, from Jerusalem to Los Angeles had similar non-effects, or even potentially positive effects on patient mortality!Image
The amount of care people consume might not just be so high it's wasteful, but so high it's harmful.

Meta-analytically, the impact of doctor strikes all the way through 2021 seems to be... bupkes. It just doesn't matter when doctors go on strike.Image
This finding holds up in low-middle income countries, for strikes that happen for nurses and other staff too, across many sites, and even up to 250 days of striking in one study.

Care volumes are definitely affected, appointments are missed, prescription numbers decline, etc.
And yet, people carry on, and maybe even get a little better off.

Now there's obviously important care doctors need to be there to provide, but most of the time people are visiting the doc, it's just not providing them or the healthcare system any value: It's payment for nothing
There are a lot of other ways we can see that people consume too much care, aided by plenty of different designs, like RCTs comparing more and less extensive screening protocols. Image
But to some extent, it should be obvious that people consume too much healthcare that's way too low-value.

Consider @robinhanson's explanation for a variety of stylized facts about overprovisioning of care, to explain why it's a superior good:Image
You can also look at simpler data to see this, like the data showing that the health share of consumption does rise very rapidly with income, and thus the reason the U.S. spends so much on healthcare is primarily because it's very rich.Image
Relatedly, if you take a look at health expenditures per capita versus life expectancies, you actually see evidence of nonlinearities, such that past some level of spending, the superior good status of healthcare gets ugly because it stops generating returns. Image
We can go on, talking about ineffective but common treatments, overprovided medicines and overly long therapies and surgeries, and more, but I think my point is clear:

People consume too much healthcare, and it doesn't benefit them to do so.

To cut costs, they could spend less.
If you want to see a country like America cut its costs, you can eliminate all the inefficiencies, and then you'll still have to deal with the fact that Americans consume too much healthcare.

How much? I think Hanson and Cutler are right, at about 30-50% and increasingly more.

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More from @cremieuxrecueil

Nov 12
Amazing!

The missing heritability issue between SNP heritability methods and traditional pedigree-based estimates has now shrunken to just 12%.

Thanks to large-scale whole-genome data and simultaneously estimated phenotypes, there's not much missing heritability left! Image
This analysis has several advantages compared to earlier ones.

The most obvious is the whole-genome data combined with a large sample size. All earlier whole-genome heritability estimates have been made using smaller samples, and thus had far greater uncertainty.
The next big thing is that the SNP and pedigree heritability estimates came from the same sample.

This can matter a lot.

If one sample has a heritability of 0.5 for a trait and another has a heritability of 0.4, it'd be a mistake to chalk the difference up to the method.
Read 16 tweets
Nov 12
This policy change has resulted in liberal experts coming out of the woodwork to allege that the policy is...

Intended to discriminate against Hispanics and Indians!

This one even alleged that this is discrimination on the basis of genetic race differences!Image
Trump deserves some praise for getting people to fess up to their hereditarian views on this matter.

Also, frankly, the policy is reasonable.

No fat people, no psychos, no sick people who will be burdens.

The only exception should be for those *paying for treatment here*. Image
Read 4 tweets
Nov 8
Here are some choice Watson quotes to think about.

"I wouldn't have married a gum-chewing vegetarian." Image
Just being correct: Image
Left-wing nuts and environmental kooks are still noted screamers today. Image
Read 21 tweets
Nov 8
I'm going to humbly request that everyone stop dunking on John when he isn't even wrong.

Firstly, the reason for the hollowed out middle between -1.96 and 1.96 (p = 0.05) is not due to calculating CIs from abstracts instead of full-texts.

The original source showed that!Image
The original source for the Medline p-values explicitly compared the distributions in the abstracts and full-texts.

They found that there was a kink such that positive results had excess lower-bounds above 1 and negative results had excess upper-bounds below 1.Image
They then explicitly compared the distributional kinkiness from Medline to the distributions from an earlier paper that was similar to a specification curve analysis.

That meant comparing Medline to a result that was definitely not subject to p-hacking or publication bias. Image
Read 18 tweets
Nov 7
I got blocked for this meager bit of pushback on an obviously wrong idea lol.

Seriously:

Anyone claiming that von Neumann was tutored into being a genius is high on crack. He could recite the lines from any page of any book he ever read. That's not education!
'So, what's your theory on how von Neumann could tell you the exact weights and dimensions of objects without measuring tape or a scale?'

'Ah, it was the education that was provided to him, much like the education provided to his brothers and cousins.' Image
'How could his teachers have set him up to connect totally disparate fields in unique ways, especially given that every teacher who ever talked about him noted that he was much smarter than them and they found it hard to teach him?'

'Education, OK???' Image
Read 6 tweets
Nov 6
A new study just came out on this topic.

Using data from almost 14 million young people in England, they found that COVID—but not COVID vaccination—was broadly associated with heart problems.

The myocarditis bump (which is milder than real myocarditis) was also small.Image
This study also provides more to differentiate viral myocarditis from vaccine """myocarditis""", which again, is mild, resolves quickly, etc., unlike real myocarditis.

To see what it is, first look at this plot, showing COVID infection risks by time since diagnosis: Image
Now look at risks since injection.

See the difference?

The risks related to infection hold up for a year or more. The risks related to injection, by contrast, are short-term.Image
Read 5 tweets

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