John Burn-Murdoch Profile picture
May 27, 2021 20 tweets 7 min read Read on X
NEW: B.1617.2 is fuelling a third wave in the UK, with not only cases but also hospital admissions rising.

Vaccines will make this wave different to those that have come before, but it remains a concern, and one that other countries will soon face.

Thread on everything we know:
First, cases in the UK.

It’s been clear for some time that B.1.617.2 has been driving local outbreaks in North West of England, but data suggest it’s now far more widespread.

By mapping sequence prevalence onto total cases, we can see how the new variant is behind recent spikes
If we plot B.1.1.7 and B.1.617.2 on a common baseline, most areas show a shrinking outbreak of B.1.1.7 alongside a growing one of B.1.617.2.

What looks like "cases are flat", is probably "one going down, other going up, and it has more room to grow than the other has to shrink".
Two things to note at this point:

First, it’s not clear everywhere will follow Bolton, Blackburn, Bedford. They absolutely could (and 👀 Rossendale), but it’s also possible conditions in those areas favoured more rapid spread than elsewhere.
For example we know Bolton’s outbreak initially flared in neighbourhoods where vaccine uptake was moderately low. Pointing this out is not to blame individuals, but to demonstrate how local contexts matter in outbreaks.

Other areas e.g Sefton saw spikes become bumps.
Second thing to note, and first sign that vaccines will fundamentally change this wave:

Case rates are staying low among older, mostly-fully-vaxxed age groups

No indication this pattern is changing, and it supports evidence from @PHE_uk that two doses stand up well to B.1.617.2
And this really matters when we move onto the more critical metrics, like hospital admissions and deaths.

If you have two waves of cases of equal volume, and one has a much younger age profile, it will result in much fewer deaths.

We can use Bolton to illustrate exactly this.
Since April 1 there have 3,387 cases in Bolton. In the same length of time during last autumn’s wave, there were 3,386

But while last year 3,386 cases became an estimated 35 deaths, this year we can use age-specific-CFRs to estimate they will result in 9 deaths. A 75% reduction.
You can see the driver of that difference in expected death rate more clearly if we look only at older groups:

Although we’re looking at two periods of 3,386 cases in Bolton, the latter has far fewer cases among the elderly. 75% fewer cases among over-80s, the most vulnerable.
So the same number of cases but 75% fewer deaths, because vaccines are keeping [most of] the elderly out of this wave.

(A big thanks to @VictimOfMaths for giving my maths a sanity-check in those calcs, and to Daniel Howdon whose age-specific CFRs I used).
And it’s also worth plotting that same data for the whole of the second and third waves last year for Bolton:

The signs are that Bolton’s current outbreak is near its peak, whereas last year it was only just getting going.
Nonetheless, protecting the very elderly is only half of the battle.

Even though fatality rates are much lower for younger people, if large numbers of younger people get seriously ill, a small percentage of a large number can still cause lots of hospitalisations and some deaths.
And the data now show that hospital admissions in the UK are indeed rising. Admissions have risen by 20 per cent across the UK as a whole in the last week.

In the North West that’s 25%, and in some other regions including Scotland it’s higher still.
If we zoom in to Bolton, we can compare the recent rise in Covid hospital patients to the second wave.

That early rise looks very similar, though I would caution that last year rates kept climbing for months, this time with cases now no longer increasing that’s very unlikely.
But as with cases, it’s not enough just to look at total trends, age breakdowns matter with hospital admissions too.

And again here we see signs that this wave is not like previous waves. Thus far the rise in admissions in the North West has come exclusively among younger people
Of course, no hospital admission is a good hospital admission, and if hospitals become too full, quality of care and outcomes suffer, regardless of age.

But so far, the age profile of admissions looks promising and would again suggest a much lower fatality rate for this wave.
So in summary:
• B.1.617.2 has sent cases rising again even in a country with very good vaccine coverage
• But vaccines are keeping cases and hospital admissions largely among the younger age groups whose risk of deaths from Covid is much lower
To be clear, this is not a "so everything’s fine!" thread.

Everything is not fine, and with hospital admissions rising again it’s clear the reopening roadmap needs to be re-evaluated.

But this wave is not like the other waves, and it’s important to keep that in mind.
Finally, I said other countries will soon face this challenge.

B.1.617.2 is already dominant in India & UK (and many other Asian countries where sequence data is lacking), but prevalence also climbing fast in US, as well as many European countries.

(HT @TWenseleers for method)
What we’re seeing in UK is very likely to show up in other Western countries soon. This thread is a sign of what may come, but also a call to vaccinate, fast.

Vaccines are already making UK’s third wave less lethal. With enough jabs in arms, next country could fare even better.

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More from @jburnmurdoch

Aug 8
NEW: Is the internet changing our personalities for the worse?

Conscientiousness and extroversion are down, neuroticism up, with young adults leading the charge.

This is a really consequential shift, and there’s a lot going on here, so let’s get into the weeds 🧵 Image
First up, personality analysis can feel vague, and you might well ask why it even matters?

On the first of those, the finding of distinct personality traits is robust. This field of research has been around for decades and holds up pretty well, even across cultures.
On the second, studies consistently find personality shapes life outcomes.

In fact, personality traits — esp conscientiousness and neuroticism — are stronger predictors of career success, divorce and mortality than someone’s socio-economic background or cognitive abilities.
Read 17 tweets
Jul 18
NEW:

There’s been a lot of discussion lately about rising graduate unemployment.

I dug a little closer and a striking story emerged:

Unemployment is climbing among young graduate *men*, but college-educated young women are generally doing okay. Image
In fact, young men with a college degree now have the same unemployment rate as young men who didn’t go to college, completely erasing the graduate employment premium.

Whereas a healthy premium remains for young women. Image
What’s going on?

At first glance, this looks like a case of the growing masses of male computer science graduates being uniquely exposed to the rapid adoption of generative AI in the tech sector, and finding jobs harder to come by than earlier cohorts.
Read 14 tweets
May 15
NEW with @KuperSimon

The prevailing narrative around increased injuries and player workload in elite football is wrong.

Players don’t play more football than in the past. What has changed is a sharp rise in intensity of play.

Not more minutes, but each minute exerts more load. Image
Of course, that doesn’t mean a reduction in playing time wouldn’t help. But if one wants to solve the problem, it helps to know the cause.

Fixture schedules are barely busier than in the past, and squad sizes have grown to mean no rise in minutes per player regardless...
...But the recent evolution of much faster-paced gameplay both with and without the ball comes with elevated risk of soft-tissue injuries.

Here’s the full article: ft.com/content/36ebc9…
Read 5 tweets
Apr 11
NEW 🧵

The number of people travelling from Europe to the US in recent weeks has plummeted by as much as 35%, as travellers have cancelled plans in response to Trump’s policies and rhetoric, and horror stories from the border. Image
Denmark saw one of the steepest declines, in an indication that anger over Trump’s hostility towards Greenland may be contributing to the steep drop-off in visitor numbers. Image
Corporate quotes are usually pretty dry, but the co-founder of major travel website Kayak wasn’t mincing his words: Image
Read 5 tweets
Apr 4
NEW 🧵

A quick thread of charts showing how Trump’s economic agenda is going so far:

1) Trump has had the same impact on economic uncertainty as a global pandemic. Image
2) That was just the US version.

What’s particularly impressive is that he’s managed this on a global scale.

Starting to get the feeling that “Trump” annotation is going to be the chart equivalent of a layer of volcanic ash in the fossil record. Image
3) US consumers are reacting very very negatively.

These are the worst ratings for any US government’s economic policy since records began. Image
Read 11 tweets
Mar 14
NEW 🧵: Is human intelligence starting to decline?

Recent results from major international tests show that the average person’s capacity to process information, use reasoning and solve novel problems has been falling since around the mid 2010s.

What should we make of this? Image
Nobody would argue that the fundamental biology of the human brain has changed in that time span. People’s underlying intellectual capacity is surely undimmed.

But there is growing evidence that the extent to which people can practically apply that capacity has been diminishing.
For such an important topic, there’s remarkably little long-term data on attention spans, focus etc.

But one source that has consistently tracked this is the Monitoring The Future survey, which finds a steep rise in the % of people struggling to concentrate or learn new things. Image
Read 15 tweets

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