David H. Montgomery Profile picture
Nov 12, 2021 21 tweets 11 min read Read on X
I wish I had good news for you, Minnesota, but #COVID19 cases are growing rapidly — at basically the pace we saw this time last year.

Positivity rate is also rising, perhaps slightly less dramatically, but still at an aggressive pace. We’re now over 9%.
Hospitalizations are also surging upward, for you “cases don’t matter” people. (They do matter, because there’s clearly still a tight statistical relationship between cases and more serious metrics like hospitalizations and deaths.)
Hospitalizations are rising everywhere, but especially rapidly in metro-area hospitals.
Cases are rising everywhere in Minnesota. Overall case levels remain lowest in the most heavily vaccinated parts of the state.
#COVID19 deaths are also at their highest levels all year. Still far below the Fall 2020 peak — but we’re not that far off where we were at this time last year.
Minnesota’s death rate is below last year’s peak, but under the hood things are different. Last year’s #COVID19 death rates were driven by residents of nursing homes, where deaths are MUCH lower.

People outside of long-term care are dying at almost the same rate as last fall.
Newly eligible 5- to 11-year-olds have pushed Minnesota’s first-dose vaccination rate over 5,000 cases per day for the first time since August (when this was driven by 12-15-year-olds). Boosters at a new high ~20K/day.

Ignore the subzero “Final” line, that’s a data artifact.
So far 5- to 11-year-olds are being vaccinated at slightly less than the pace we saw when 12- to 15-year-olds first became eligible, but faster out of the gate than other age groups. (Many others had supply limitations at initial eligibility, though.)
Most of the Midwest is seeing cases rise, but Minnesota has the biggest surge:
There is one bit of good news in today’s data: we successfully bullied @mnhealth into releasing nominal case counts by vaccination status! (The bad news: they did this after I spent 8 hours trying to reverse-engineer this yesterday, mostly successfully.)
@mnhealth There’s now spreadsheets on their breakthrough page, updated on Mondays, with nominal as well as age-weighted counts of cases, hospitalizations and deaths by vax status. Weekly, but way better than what we had.
@mnhealth So here’s what we’ve got. Around 40% of MN’s current cases in people 12+ are in fully vaccinated people right now, a figure that has risen steadily.

BUT! This is not concerning — it’s exactly what we’d expect! 70%+ of Minnesotans 12+ are fully vaccinated; much higher among 65+.
@mnhealth If you’ve got a vaccine that significantly reduces the risk of infection, hospitalization or death, but doesn’t reduce it to 0, and a major share of the population is vaccinated, then by simple math you’d expect breakthroughs to be a large share of total incidents.
@mnhealth And based on this observational data — which isn’t as informative as a randomized control study — cases are about 4 times more prevalent among unvaccinated Minnesotans than the vaccinated.

Hospitalizations and deaths are about *16 times* more prevalent among the unvaxxed.
@mnhealth #COVID19 deaths are currently *16 times* less prevalent among vaccinated Minnesotans than unvaccinated Minnesotans.

Something like 75% of COVID deaths are among seniors right now. 92% of MN seniors are vaxxed. Those 8% who are unvaxxed are accounting for 60% of deaths.
@mnhealth Or, well, adjust these numbers for the 75% share. I’ll crunch this math later and write it up in my newsletter today. The general point still holds.
@mnhealth Another striking aspect of this data: the relative prevalence of #COVID19 cases, deaths and hospitalizations in Minnesota has been basically flat for months, even as all three have surged.
@mnhealth Some of you have asked for data on breakthrough prevalence by age. Here’s what we’ve got. Messy in places.

1) No significant drops in recent months. Some increases!
2) Interesting case split where breakthroughs are less common among both teenagers & the elderly than adults.
@mnhealth It’s technically true that MN's data doesn’t show a 95% reduction in hospitalizations or deaths among the vaccinated population.

We’re at 93.2% and 94%, respectively.

(That’s just what the ~16-fold reduction I graphed — — represents, just inverted.)
@mnhealth Here’s the data I presented earlier — showing a 16-fold reduction in #COVID19 hospitalizations and deaths among the vaccinated, and a 4-fold drop in cases, but inverted to show the same numbers as percent reductions:
@mnhealth I went into the raw age data, did a little dark magic, and came up with some slightly more precise estimates for this example.

The week of 10/3, where this data was from, saw about 120 senior deaths, 80 unvaccinated.

8% of seniors w/out vax accounted for 67% of deaths.

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More from @dhmontgomery

May 18
“No principles, any methods, but no flowery language — always Yes or No, though you could only count on him if it was No.” — Clement Attlee on Stalin
“Soviet biologists were instructed to adopt the theories of the charlatan Lysenko… to disastrous effect… It is significant that Stalin left his nuclear physicists alone & never presumed to second guess *their* calculations. Stalin may well have been mad, but he was not stupid.”
“Fortunately for the West, American popular culture had an appeal that American political ineptitude could do little to tarnish.”
Read 51 tweets
Feb 15
I finally hit on why "Hazbin Hotel" is leaving me so cold. I love a stylized sitcom about depraved souls in the afterlife struggling toward redemption: It's called "The Good Place," & while it lacked raunch, songs & art deco animation, it had sophisticated multi-layered writing.
Partly this is a difference in execution — if you hired Michael Schur to script-doctor the dialogue on "Hazbin Hotel" you'd get a much better show — but in large part it's just intent. TGP was aiming at the border between middle- and high-brow; HH is aiming at middle-low.
I see everything "Hazbin Hotel" is trying to do, and can appreciate it in an abstract sense. It's not a terrible show, it's just, like, a C+. It's competently done and has a few interesting ideas, but (4-5 episodes in) doesn't display any real verve or finesse in its writing.
Read 4 tweets
Nov 21, 2023
You BET we polled people about #Napoleon. On the eve of a new biopic, most Americans don't know very much about Bonaparte, and what they do know, they don't especially like.

My story for @YouGovAmerica, with lots of charts: today.yougov.com/society/articl…

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The U.S. actually has the highest rates of considering Napoleon's legacy to be "negative" of any of 8 countries YouGov polled. That includes several other countries that Napoleon actually invaded, humiliated and occupied.

today.yougov.com/society/articl…
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What DO Americans know — or think they know — about Napoleon? Well, I regret to inform you that one of the most popular descriptors was "short," with no real difference between people who said they knew a fair bit about Napoleon and those who didn't.

today.yougov.com/society/articl…
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Read 5 tweets
Oct 26, 2023
This is a fun one. I had @YouGovAmerica ask 29,000 people how they organize their books.

- 29% don't organize their books
- 22% sort by genre
- 19% alphabetize
- 3% sort by color

But it turns out this depends HEAVILY on how many books you own. My story: today.yougov.com/society/articl…
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cc @WaltHickey @pbump @PatrickRuffini @goodreads @DanielBGreene @aedwardslevy @NateSilver538
How many books do people own, anyway? My @YouGovAmerica survey found most people own at least SOME physical books, but most of these collections are pretty small. 20% of Americans own between 1 & 10 books.

My full story with more data on book ownership: today.yougov.com/society/articl…
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Read 5 tweets
Jul 5, 2023
NEW: Full-time caregiving is the #1 reason prime-age Americans don't work. In my latest for the @MinneapolisFed, I break down the stats behind this key demographic group:

- mostly parents
- mostly but decreasingly women
- mostly happy staying home
minneapolisfed.org/article/2023/w…
Among adults age 25-54, women are 90% of full-time caregivers. But that's down from 96% two decades ago, while the share of full-time caregivers who are men has doubled.

https://t.co/xWLDUpz3cPminneapolisfed.org/article/2023/w…
Social conventions, health and individual preferences all impact parents' choices when one of them is going to stay home. But sometimes finances drive the decision, and in opposite-sex prime-age couples, men are twice as likely to be the top earner:

https://t.co/hDeK6hSAySminneapolisfed.org/article/2023/w…
Read 7 tweets
May 19, 2023
When the @Suntimes ran an undercover bar to catch sleazy officials: "I think one of the things that amazed us is that these inspectors sold out public safety on the cheap. They were not taking huge amounts. We were told to leave $10 for one inspector & $25 for another inspector."
@Suntimes From this oral history (via @kottke): topic.com/the-story-behi…
@Suntimes @kottke Also: "[Columnists] smiled & gave me a thumbs-up. And I thought, ‘Well, that’s nice! They liked it!’ And it made me feel good. I was later told they gave me a thumbs-up b/c I got the word ‘ass’ in the paper. They’d been trying to get the word ‘ass’ past the copy desk for years."
Read 5 tweets

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