Monthly Archives: April 2020

Unexplained Data

The US, along with a small number of other countries, seems to have a much lower COVID fatality rate than others.  Why?

Normally I try to post about stuff where I believe, however mistakenly, that I understand what is going on.  In this case, however, I’m just plain mystified.

Kevin Drum Jones recently published this chart on COVID-19 mortality rates by country:

As Kevin says, The United States Has a Very Low COVID-19 Case Fatality Rate.  And it’s kind of hard to figure out why.

Start with testing.  The US has, at least until very recently, done quite a poor job of testing compared some other countries. But a failure to test would tend, on its own, to increase, not decrease, the reported mortality rate, since in general one assumes that the people not tested are either asymptomatic or mild cases, and thus don’t go in to crowded or inaccessible testing locations.

Nor is it easy to explain the national differences by failures in reporting coronavirus fatalities. There is no doubt that the US has vastly undercounted COVID deaths, not least in hotspots like New York City.  Some of these are deaths at home which don’t result in testing.  Others are deaths attributed to other causes. We know this is happening because the non-coronavirus death rates are soaring. (Update: More info on that in NYT.) On its own, this accounting failure would tend to lower the COVID death rate, which you might think would explain why the US rate looks lower than it ‘really’ is. The problem, though, is that there is no particular reason to think the US, much less all the countries on the right hand side of that chart above, have been undercounting any worse than, say, Italy or Spain, where we also have reason to believe there is a lot of undercounting going on. Maybe it will turn out their reporting systems were better than we think, but I kinda doubt it, especially in the case of Italy.

The differences don’t seem correlated with the quality of the health system, nor with whether it is centralized or decentralized.  The US notoriously delivers poorer health outcomes — normally — than a number of the OECD countries.  The Swiss do very well, but no so much the Portuguese, and the Greek health system is notoriously poor (on median, anyway).

Nor is overall national wealth a great predictor.  There are richer and less-rich countries on both sides of the fatality-rate divide; all all industrialized and reasonably well off by international standards, but Portugal, Greece, and Ireland were all hurting economically (remember ‘PIGS’ in the debt crisis and post crisis-austerity?) a lot worse than many others on the list of higher fatality rates.

I wondered if, since poverty is a risk factor, whether Gini coefficients might explain something. Maybe countries with large pockets of poorer people are doing worse?  But it looks like that’s not the explanation either:

[table id=5 /]

Source: GINI index (World Bank estimate)

In the grand scheme of things the two numbers are close to equal, and in fact almost exactly equal if you throw out the USA as an outlier. So either way, that’s not it.

Of course, it may be that all our data is just so bad, or national reporting systems so different, that the whole question is, for the time being at least, futile.  Who knows?

Posted in COVID-19 | 2 Comments

Something Cheerful

I was very happy to learn that Larry Solumn — a one-man Jotwell — has blogged my latest article, Privacy as Safety (written with Zak Colangelo), and tagged it “highly recommended.”

Thank you Larry!

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UMiami Prepares for COVID Cuts

This morning’s Herald reports,

On Wednesday, the University of Miami in an email announced “financial mitigation actions,” effective immediately, to reduce expenses across the university, including its healthcare system, UHealth.

“Today’s highly uncertain economic environment poses serious financial implications for our University, as well as for our health care system, UHealth,” the email read. “These are unprecedented times, which require significant measures.”

Those measures include a hiring freeze, a postponement of merit-based pay raises, significantly reduced or eliminated non-essential, non-salary expenses, delaying planned construction projects until 2022, tapping into unrestricted donor funds and expanding its freshman class from about 2,200 to 2,350.

The email, written by Jeffrey L. Duerk, executive vice president for academic affairs and provost, and Jacqueline Travisano, executive vice president for business and finance and chief operating officer, signaled more cuts could come.

That this University, much like all others, faces financial problems is a given: From a financial flows point of view we’re a large hospital with a smallish university attached. And hospitals are being hammered two ways: large, unexpected, COVID-19-related costs, and a collapse of other sorts of revenue as patients put off elective and even necessary surgery. So it seems likely we are in for it.

That said, is it realistic for the College to plan on a larger entering Freshman class? I worry that (sensible) people will still be avoiding crowds — and maybe everyone — in early Fall, and indeed until we have a reliable vaccine. And the most optimistic estimates I’ve seen for a reliable vaccine put FDA approval in early 2021; even then, production will doubtless take time also.

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Florida Law Deans Band Together for Graduating 3Ls

It’s official: Florida’s Law School Deans Ask State Supreme Court to Offer September Bar Exam.  Per the DBR,

University of Miami School of Law Dean Anthony Varona led the effort to draft and disseminate the letter, and acknowledged the striking nature of the requests.

“Our letter was the result of an extraordinary team effort, that resulted in a letter proposing extraordinary measures—all reflecting the extraordinary challenges faced by our graduating students, the legal profession as a whole, and the society that depends on us for legal services,” Varona said.

Full text of the Florida Deans’ Letter re COVID-19. It is a very good letter, carefully crafted for its audience, one which if rumor is to be believed has absolutely no chance in hell of adopting a Wisconsin-like plan of just waiving in graduates of Florida law schools without an exam. So the question then becomes, what is the next-best plan. The Deans suggest a very complex plan to administer the bar exam — all over the state — in socially distanced law school classrooms, or alternately to extend the existing Certified Legal Intern (CLI) program to permit graduates who clear their character and fitness investigation to practice law under supervision until they have the opportunity to pass the bar exam. Currently that program is limited to actual law students; the proposal is a one-time change to extend it a couple of years beyond graduation.

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Just Because It’s Monday?

Oh yes, this:

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A Very Tiny Silver Lining

Perhaps due to the stay-at-home order in India, which I imagine has caused the suspension of many boiler room operations and tech support scams, we’re hardly getting any spam phone calls these days. The only one I’ve picked up on in the last four days was a recorded voice, trying to sound folksy, soliciting for some police charity or union. If this keeps up, poor Lenny may be out of work.

(I should maybe clarify that I don’t actually use Lenny as I don’t have VOIP. I just wish I had Lenny.) As to the robot-‘charity’, I don’t give to them because: first, I don’t know if it’s a real group; second, they call three or more times a week and I resent it; and, third, even if they are real, the politics of police unions are often dodgy but I’ll save that digression for another day.

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