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

Feb 3
Indeed!

This research directly militates against modern blood libel.

If people knew, for example, that Black and White men earned the same amounts on average at the same IQs, they would likely be a lot less convinced by basically-false discrimination narratives blaming Whites. Image
Add in that the intelligence differences cannot be explained by discrimination—because there *is* measurement invariance—and these sorts of findings are incredibly damning for discrimination-based narratives of racial inequality.

So, said findings must be condemned, proscribed. Image
The above chart is from the NLSY '79, but it replicates in plenty of other datasets, because it is broadly true.

For example, here are three independent replications:
Read 4 tweets
Jan 29
How well-known is this?

A lot of the major pieces of civil rights legislation were passed by White elites who were upset at the violence generated by the Great Migration and the riots.

Because of his association with this violence, most people at the time came to dislike MLK. Image
It's only *after* his death, and with his public beatification that he's come to enjoy a good reputation.

This comic from 1967 is a much better summation of how the public viewed him than what people are generally taught today. Image
And yes, he was viewed better by Blacks than by Whites.

But remember, at the time, Whites were almost nine-tenths of the population.

Near his death, Whites were maybe one-quarter favorable to MLK, and most of that favorability was weak. Image
Read 5 tweets
Jan 28
The Pope, like his recent predecessors, is good to take this position: anti-Semitism is manifestly idiotic!

On that note, did you know that the Catholic Church was actually one of the biggest forces in stopping the rise of the Nazis?

It's true!🧵 Image
You might say that the Catholics didn't vote for the Nazis because they had their own party: Zentrum.

This isn't the explanation.

Note: the Catholic Church opposed both forms of totalitarianism in Germany, but it had an asymmetric effect against the Nazis, not the Communists.Image
The real "Catholic effect" on far right vote shares was small.

In reality, Catholics only became poised against the far right when the church began to actively campaign against it.

But when the local clergymen were "Brown Priests" (Nazi-supporting priests) like Alois Hudal? Image
Read 22 tweets
Jan 27
The researcher who put together these numbers was investigated and almost charged with a crime for bringing these numbers to light when she hadn't received permission.

Now we have an update that goes through 2020!

First: Where are Sweden's rapists from?

Mostly not Sweden. Image
What countries were those foreign rapists from?

We only got information on the top five origins, constituting roughly half of the foreign-born samples, and thus about a quarter of all the rapists. Image
What about welfare usage? 35.1%.
Alcoholism? 14.9%
Drug addiction? 23.7%
A diagnosed psychiatric disorder besides that? 13%

What about a criminal prior? 52%. That compares to 13.4% of non-rapist criminals. So rapes? Considerably more preventable.
Read 5 tweets
Jan 17
Greater Male Variability rarely makes for an adequate explanation of sex differences in performance.

One exception may be the number of papers published by academics.

If you remove the top 7.5% of men, there's no longer a gap! Image
The disciplines covered here were ones with relatively equal sex ratios: Education, Nursing & Caring Science, Psychology, Public Health, Sociology, and Social Work.

Because these are stats on professors, this means that if there's greater male variability, it's mostly right-tail
Despite this, the very highest-performing women actually outperformed the very highest-performing men on average, albeit slightly.

The percentiles in this image are for the combined group, so these findings coexist for composition reasons. Image
Read 6 tweets
Jan 17
One of the issues with understanding Greater Male Variability on IQ tests is that groups that perform better tend to show greater variance

Therefore, to estimate the 'correct' male-female gap, you need to estimate it when the difference is 0

In the CogAT, that looks like this: Image
In Project Talent, that looks like this: Image
And comparing siblings in the NLSY '79, that looks like this: Image
Read 5 tweets

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