james aycock is hopeful Profile picture
Jul 24, 2021 24 tweets 10 min read Read on X
Memphis/Shelby County
Covid Wk-In-Review

tl;dr: Hold On Tight!
* Cases, +671% over 4wks, from 27 to 206/day (22.0 per 100k)
* Positivity, from 2.4% to 12.8%+
* Infection rate, 1.34
* Hospitalizations & Deaths on the rise

1/ Image
Just look at how daily cases have spiked over the past month. And notice that we've had 3 days straight over 200 cases.

For context, we've only had 1 day total over 200 since March. And the last time with 3 days straight over 200 was Feb6-8.

2/ Image
We were avg'ing just 22 new cases/day on June 30. Today, July 24, we're up to 206/day.

That's an astounding +836% increase.

3/ Image
The trends can sometimes become clearer when we look at the data by week instead of by day.

And what I see here is how cases slowly but steadily dropped over 10wks...and then how all that progress was reversed - and more - in just 3wks.

4/ Image
Zoom out & we can see that the only time in the entire pandemic (70wks) that cases have been higher was for 7wks last Summer and then 16wks last Fall/Winter.

But we're clearly heading for a surge as bad as, if not worse than, last Summer.

There are no signs of slowing down.

5/ Image
Our case rate is up to 20.0 per 100k ppl.

With vaccines widely available, I would not advocate for locking down, but we should recall that, in a pre-vax world, Harvard's Global Health Institute said that, at 25 per 100k, lockdowns were necessary to control the spread.

6/ Image
This is just an estimate, but the case rate for the "susceptible" population (no vax, no prior infection) is over 80 per 100k.

For context, that's higher than our Winter peak.

In other words, if you have no immunity, it's never been more dangerous than it is right now.

7/ Image
Let me explain how I calc'd the estimation above.

I took total pop, minus vax'd & infected. (But I assume, based on estimations by @youyanggu, that prior infections are 3x higher than reported.)

And then I assume that 90% of current reported cases are from this group.

8/
And our positivity rate is up to 12.8% and rising.

For context, this is higher than at any point last Summer. And it's higher than any point during the 70wks of the pandemic other than just 5wks during the Winter.

9/ ImageImageImage
A positivity rate this high tells us that we are missing a significant number of cases.

Not only does that mean that true case numbers are much higher (500+ cases/day instead of the 200/day being reported), but it also means those ppl are just unknowingly spreading covid.

10/
There are essentially two main ways to stop the spread.

One is to reduce the number of susceptible people (e.g., thru vaccination).

The other is to identify infected people, isolate them, and trace/isolate their contacts. Masks help, but test + trace + isolate is key.

11/
The good news is that new people vaccinated are up, +46% over 1wk, +132% over 2wks. Hopefully, this trend will continue.

We avg'd over 1k per day for the first time in over a month.

12/ ImageImage
But it's almost impossible to identify and isolate cases, much less trace and isolate contacts, with testing levels so low.

We did break 10k tests this week for the first time since May, but you can see we were avg'ing 20k+ before vaccines were widely available.

13/ Image
Much (most?) of the testing that is being done, is being done in healthcare, where employees are still required to regularly be tested.

And then there are sick people either seeking testing or being tested by their doctors when they show up sick.

14/
What we're missing is general surveillance testing. And that means we're missing almost all non- or pre-symptomatic cases.

By the time people develop symptoms, and then feel sick enough to seek testing or care, they've already spread the virus to any number of people.

15/
That's why our infection rate is so high - higher, in fact, than any point since the first weeks of the pandemic in March 2020.

16/ Image
About a month ago, they stopped regularly updating hospital data. But covid hospitalizations were at 52 on June 22, then 88 on July 6, 119 on July 13, and 165 on July 21. That's +162% over a month.

Source: docs.google.com/spreadsheets/d…

17/ Image
Covid patients still represent a small fraction of total hospitalizations. In other words, we're not in danger of having our hospitals overrun.

But the covid patients we're seeing now are much younger than those from even 6 months ago. And they're increasingly rapidly.

18/
Deaths are rising too.

Over the past 6wks, we've gone from 1 to 3 to 4 to 7 to 13 deaths.

When we zoom out, that's still low compared to the rest of the pandemic. But we're definitely seeing an increase here. And that's cause for concern.

19/ ImageImageImage
I think @jameshamblin has a really important point here: We need to stop talking about "breakthrough" cases. That's a misnomer. Nothing is breaking.

"What's happening right now is a failure of vaccination," he says, "not a failure of the vaccines."

body.bulletin.com/177763447742744

20/
This from @ProfMattFox is also key.

With 90% effective vax, let's apply the math to Memphis.

33k vax'd ppl will get covid
300k vax'd ppl won't get covid

300k un-vax'd ppl w/no prior infection will get covid
0 un-vax'd ppl will never get covid

medium.com/@mattpfox/we-a…

21/ Image
And @mattyglesias has some simple solutions around the low-hanging fruit of vaccination.

We're having a hard time convincing people to get vax'd. We should keep trying to do the hard work, but can we please just do the easy stuff?

slowboring.com/p/vaccine-fda-…

22/
And I'll close with a word of caution from @RbnLake on schools.

I'm glad @SCSK12Unified announced that masks will be required. (Not so in local suburban districts, though.)

But what's the plan for when we see outbreaks in schools? Bc we will.



23/
Until we get significant numbers of teens vax'd, and until vaccines are available for kids under 12, we're going to be in trouble.



24/24

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More from @firstresponses

May 29, 2022
Memphis/Shelby County
Covid Wk-In-Review

tl;dr
* we're up to 334 cases per day
* this is way higher than this same time the past two years (4x & 3.5x higher)
* this summer is going to be BAD, y'all

1/
Cases
+25% over 1wk
+62%, 2wks
+431%, 4wks
+1052%, 6wks

Tests
+7%, 1wk, but since cases grew more, the positivity rate continues to increase (up to 11.5%)...
...but also, tests are -6% over 6wks

2/
So far, deaths remain "low."

But they're increasing...from 1 to 5 to 10 over the past month.

3/
Read 4 tweets
May 21, 2022
Memphis/Shelby County
Covid Wk-In-Review

tl;dr
--> 268 new cases/day (+30% over 1wk, +137% 2wks, +544% 4wks, and +1310% 8wks)
--> 10.1% positivity rate (was 9.3% last wk, 4wks ago it was 2.7%, and 6wks ago it was 1.0%)

1/
If we keep growing at 30% per wk,
which is not a stretch
(the last 4wks have been +51%, +80, +83, +30),
we'll be over 500 cases per day in 3wks
& up to 1,000 cases per day just 2wks later.

2/
If cases continue to grow 30% per wk,
we'll set new records by mid-July.

This summer will be bad,
maybe even worse than this.

There is no will
to do anything
to slow
the spread.

3/
Read 5 tweets
May 21, 2022
I missed the game last night, but I was curious how GSW came back in the 3rd, so I'm watching it now.

A few things I've noticed...

1) DAL stopped attacking. Maybe bc they shot so well in the 1st half?
2) That said, DAL has had a lot of open looks, at least in the first half of Q3, but just couldn't make anything.

3) And then they changed their strategy. They were successful going after Steph. And they got him in foul trouble. Then they just stopped.
4) The refs seemed super hesitant to give Draymond his second tech. He should have got it on at least three separate occasions.

5) That said, GSW didn't make their run until Draymond got his 5th foul and had to sit. Looney replacing Green was the key.
Read 4 tweets
May 1, 2022
Memphis/Shelby County
Covid Wk-In-Review

tl;dr
* 63 new cases/day
--> +51% over 1wk, +117% 2wks, +177% 6wks
* 5.8% positivity rate
--> up from 2.7% last wk, 1.1% the wk before (mainly bc testing is -30% over 1wk, -65% 2wks)

1/ Image
I've not put out a covid report
since Mar19.

I've been super busy -
the first two wks,
I was out of town
chaperoning
scout & youth trips,
then there was
Holy Week
& Easter.

But, also,
the past 6wks
have been
the safest
of the entire pandemic.

2/
And it's just been nice
to not worry
about covid.

But cases are
rising
quickly,
plus testing is
way
down,
which means
we're catching fewer cases,
which in turn means
those people are more likely to infect others.

3/
Read 6 tweets
Feb 5, 2022
Memphis/Shelby County
Covid Wk-In-Review

tl;dr: better but still not good
* 706 new cases/day
* 257 pediatric cases/day
* 13.5% positivity rate
* 67 deaths

1/
Since we just started a new month, let's begin by stepping back to look at monthly data.

As you can see, with nearly 55,000cases, January more than doubled the previous high of 20,000 back in August.

Likewise, the positivity rate of 31% topped the 21% from August.

2/
Pediatric cases weren't being tracked - or at least weren't shared publicly - until the last wk of August.

But the total number of pediatric cases from September thru December - 122 days - was just 11,000.

And then January saw more than 15,000 pediatric cases in 31 days.

3/
Read 20 tweets
Jan 8, 2022
Memphis/Shelby County
Covid Wk-In-Review

tl;dr
* case rate, 255 per 100k
* 2,396 new cases/day (26,328 active cases)
* 475 pediatric cases/day (5,098 active)
* 41.7% positivity rate
* hospitalizations, nearly doubled
* but deaths are staying low, at least for now

1/
Let's start with case rate.

I had to adjust the limits of the vertical axis - again - bc cases have continued to explode.

Before this wave, the previous high was right at 90 avg daily cases per 100,000 people.

Last wk: 181 per 100k.

Now: 255 per 100k.

2/
Remember back when Harvard's Global Health Institute said that stay-at-home orders were necessary to control the spread once we reached 25 per 100k?

And now we're 10x that, at 255 per 100k.

3/
Read 15 tweets

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