For two months, I've said we're entering a new phase of the pandemic

A phase marked by a lot of population immunity, a more immune-evasive but less virulent virus

This new phase requires new metrics

My @nytopinion piece on the latest CDC metrics

nytimes.com/2022/02/25/opi…
Fundamentally, new CDC metrics get it right

Why?

Because cases no longer are the most important measure

For nearly 2 years, for every 1000 cases, you could reliably predict 50-80 would end up in the hospital and about 15 to 20 people would die

That was true in 2020. And 2021
That tight link between cases --> hospitalizations --> deaths was true for original strain

And for Alpha
And for Delta

But Omicron severed that link (mostly)

Now, if you told me there were a 1000 new cases

I can no longer tell how many will end up hospitalized or dead

3/n
Why? Because if those 1000 cases are in boosted folks -- they will almost all be fine

In vaccinated/unboosted folks? Well, depends on risk profile (40 year-old vs 80 year-old)

And if in unvaccinated people? Not great. At all

So cases along don't tell you enough
We need a more wholistic view

And that's why we need to look at hospitalizations too

And there's one more thing

Healthcare capacity varies widely across U.S.

In some places, hospitals can handle a surge more easily than others

And we know hospital capacity is critical

5/8
Because when hospitals run out of beds

Its bad for patients with COVID

And for patients with heart attacks, car accidents, cancer, appendicitis

Its just bad for public health in that community

So a measure of hospital capacity is also critical

6/8
This is why I like the CDC measures

It brings together what we care about: infections (cases), severe disease (hospitalizations) and hospital capacity

Is it perfect? No

Hospitalizations are a lagging indicator

And they don't incorporate community vaccination rates

But..

7/9
But, a low vaccination community will see spike in hospitalizations after an outbreak in a way high vax community won't

So its implicitly in there

Over time, I'd like to see more on disease dynamics (cases rising or not, how quickly)

And new data sources (wastewater!!)

8/9
But these new metrics mark an important shift

Because when we see future surges or variants

It'll be in a population with a lot of immunity -- from vaccinates and prior infections

And that means looking at cases alone won't be enough

A wholistic approach is better

End

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More from @ashishkjha

Feb 18
Nationally as infections return to pre-Omicron surge levels,

Two states I've tracked closely are California & Florida

They're both large with diverse populations, similar seasonality, different COVID approaches

So what can we learn from comparing them?

A few things

Thread
First, let's compare how they did on infections during Omicron surge

Strikingly similar (see graph)

Florida peaked earlier, California a bit later

Cumulatively, they had nearly identical infection rates

About 9.50% of Floridians got infected while 9.54% of Californians did
So at first blush, looks like their different COVID strategies did not end up mattering much

But, when we look at deaths,

A different, surprising pattern emerges

Cumulatively, Florida had 33% more deaths per capita than California during Omi surge

That's a lot

Why?

3/5
Read 6 tweets
Feb 16
As the Omicron surge of infections abates,

Its worth reflecting on few lessons we learned

Today, lets' discuss whether Omicron was indeed "milder"

Short answer? Yes it was

But it still caused a devastating loss of life

And that's a lesson for managing future waves

Thread
First, let's talk about how we might assess whether Omicron was "milder" than Delta

One way is to look at case fatality rate

Remember CFR is proportion of identified cases that end up dying

Throughout the pandemic, the CFR of of COVID in the US has been between 1.5% to 2.0%
CFR is usually 1.5% but rises to 2.0% during surges as hospitals fill

Meaning that as hospitals fill up, admission thresholds rises...and ability to care for sick people diminishes

Its bad to be sick during a COVID surge

So what happened to CFR over the past 2 months?
Read 10 tweets
Feb 10
Let's discuss a path forward for masks in schools

I've been a strong proponent of masking in schools

So as we enter a new phase

Do we need to keep masking for the foreseeable future

I don't think so

Should we ban masks in schools today?

No

Let's find a middle path

Thread
First, let's talk evidence

Do masks work to reduce transmission?

Absolutely

What about in kids?

The evidence is less strong but clearly, the weight of evidence says that masking also works in kids

Are there harms?

Not much evidence either way but there could be

2/n
So given the (imperfect) evidence

Masking in schools was important while two things were true:

There were no vaccines for kids

Large surge of infections in the community

Now, as we enter a new phase

Every school-age kid can be vaccinated

And infections are getting low

3/n
Read 10 tweets
Feb 6
Quick update on the state of the pandemic in the US

Nationally,

Infections are down 60%

Hospitalizations down about 30%

Deaths have largely plateaued at a very high 2500+ per day

Beneath the headlines, we see dropping infections in every part of the country
Here are the four largest states

Geographically, politically diverse with very different strategies and mitigation policies

Infections are down 50-80% across these states

And hospitalizations have turned the corner in each of these states

Deaths are starting to follow
In fact, based on analysis from @CovidActNow

Infections are falling in 47 states. And quickly

And in 3 states, they have plateaued

That's good

So what happens next?

Several things
Read 8 tweets
Feb 1
I've been saying for weeks that as cases recede

We can soon relax public health restrictions

I think of this like the weather

When it is bucketing rain

Umbrella, rain coat, boots, are all essential

When the storm turns into a drizzle, those become less critical

Thread
A big spike (like Omicron surge) is like a major storm

If you don't want to get wet, you need to stay home

But if you venture out

Bring a big umbrella (vaccines)
Wear a raincoat (good masks)
And rainboots (avoid crowded indoor spaces)

You get the idea

2/n
Right now, the storm is starting to ebb

Infections are falling, hospitalizations down

But with infections still high

Indoor mask mandates make sense. As do indoor capacity limits

Many states still have them (though bars are open in every city in America, as far as I know)

3/
Read 9 tweets
Jan 30
You all know the data demonstrating dramatically higher hospitalization rates for unvaccinated folks

But one key point often not discussed?

Around 60%-70% of unvaccinated adults have already been previously infected

Which tells us a lot about infection-induced immunity

Thread
We see large gaps in hospitalizations between vaccinated and unvaccinated

But unvaccinated are not immunologically naïve

At this point, probably 2/3 have been previously infected

And yet, we still see 50X differences in hospitalizations between vaccinated and unvaccinated

2/7
One possibility is that hospitalizations are happening in the dwindling group of unvaccinated who haven't been previously infected

Means true benefit of the vaccines is even higher (by a lot)

But much more likely, it means infection-induced immunity is not holding up

3/8
Read 10 tweets

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