Kit Yates Profile picture
Apr 23, 2021 9 tweets 3 min read Read on X
A short 🧵on school-age cases.
Firstly to say testing has changed dramatically over the last 6 weeks.
Lateral flow tests shot up prior to the return to schools stayed level for a while and then dropped a little before Easter and have risen since.
1/8
Cases (per 100k) in the under 20s saw big rises upon the return to school in all regions. In fact some cases seemed to stop falling before schools went back consistent with lateral flow tests catching more cases as testing ramped up before the return.
2/8
Drilling down further, roughly the same trend appears in 5-9s, 10-14s and 15-19s.
It wasn't seen in preschool children, but since January they had been attending nursery/pre-school as normal.
So how much of the rise in cases was a result of testing?
Definitely some of it, but...
The rises in positivity in the ONS survey (which uses randomised testing, so takes increases in LFDs out of the equation) illustrate that rises in school age children were genuine and not just a function of testing.
4/8
Rises in school age children didn't cause rises in parental-age adults (20-59) although cases did seem to flatten off somewhat over the period when schools returned and then fall again during Easter. Whether as a result of more testing or a genuine levelling off is hard to say...
But it doesn't seem to be there in quite the same way in the ONS positivity rates.
Levelling off is perhaps most evident in 35s-49s the bracket into which the majority of parents of school age children will fall.
6/8
The good news is that, as more adults get vaccinated the less likely we are to see rises in cases in these cohorts even while schools are back.
7/8
Overall its clear that the return to school had an impact on case numbers and positivity in school age children. Fortunately we had Easter as a handy fire-break 3 weeks in.
We'll keep an eye on what's happening over this next 6 week term.
8/8
Thanks to Bob Hawkins for his help in preparing the data.

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More from @Kit_Yates_Maths

Jun 25
As the UK’s general election campaign enters its final few weeks, we’ve already seen numerous examples of dodgy declarations, substandard stats and graph gaffs.

So I thought I'd write about the importance of numeracy to the functioning of democracy.
🧵
We can expect to see more questionable claims in the run up to polling day.
The factor that all these all these missteps have in common is that they involve the manipulation or misrepresentation of numerical quantities.
One of the most hotly disputed figures of the campaign so far has been the Conservatives’ claim that Labour’s policies will, as Rishi Sunak put it, “amount to a £2,000 tax rise for everyone”. Labour have rebuffed this figure, arguing that...
theguardian.com/politics/artic…
Read 29 tweets
Jun 13
Politicians will get away with the things we forget, so here is a list of things to remember about the government's record on covid:
1. Over 230,000 died from covid in the UK.
2. They partied while we weren't allowed to see our loved ones. Thousands died alone.
...
3. They were too late taking action in spring 2020.
4. They delayed again in autumn of 2020.
5. They waited until they had no other choice in winter of 2020/2021.
6. They funnelled cash to their mates through the VIP lane.
7. PPE provided to our healthcare workers was inadequate.
8. They failed to heed the warnings in the pandemic planning exercises.
9. The promised a protective ring around care homes and instead sent infected patients to them from hospitals.
There are many more, these are just the most egregious.
Read 4 tweets
Apr 2
A water company released sewage into the stream that runs into the beach where we were holidaying. I didn’t like the idea of swimming in the sea after that, so I tried to sue to water company for spoiling our holiday. This is what happened…
1/21
First up, cards on the table, I am a keen outdoor swimmer. I swim with a group of friends most weeks in our local stretch of the Thames. Come rain or shine, winter or summer, there are usually at least two of our number bracing the river waters north of Oxford.
2/21
We do so cautiously, however, especially in winter when it has been raining heavily and it is almost guaranteed that sewage will have been pumped into the river a few miles upstream.
The giveaway as to whether there has been a discharge or not is the smell.
3/21
Read 21 tweets
Mar 14
It's π-day (3/14 in US date format) - the international day of mathematics.
But people often ask me why π is important. Why do we care about calculating more and more digits?
In short, "What is the point of π?"
Well, here is the answer...
1/
3.14159265358979323846264338327950288419716939937510...
The number of digits after the decimal place in pi extend off into the distance (these are the first 50).
Truncating π's decimal expansion after the second decimal place (3.14) is sufficient to specify the date of pi day.
With 11 digits of π we can calculate the circumference of the Earth from its radius with an error of just a mm.
With 38 digits we can compute the circumference of a circle encompassing the whole of the known Universe with an accuracy to within the radius of a hydrogen atom.
3/
Read 38 tweets
Feb 29
It's leap day - February 29th.

It's a special day - the rarest in our calendar.

But do you know why we have leap days at all and how often exactly they come around?

Read on to find out...
1/21
This exceptional day has been associated with weird and wonderful traditions over the years: from the wildly outdated notion that 29th of February is the only day when women can propose to men, to the Leaper Year festival held in Anthony, New Mexico.
2/21
vox.com/2016/2/29/1113…
As a rule of thumb, leap days come around every four years. But there are exceptions to this rule. For example, at the turn of every century we miss a leap year. Even though the year is divisible by four, we don’t add a leap day in the years that end in 00. But...
3/21
Read 23 tweets
Dec 21, 2023
Main points from the ONS/UKHSA Winter Infection survey.
TL-DR: There has been an increase in prevalence of SARS-CoV-2 in England and Scotland during the 2 weeks leading up to 13 December 2023.
1/8
gov.uk/government/sta…
In England and Scotland, the estimated prevalence on 13 December was 4.2% (95% Credible intervals (CrI): 3.3%, 5.4%), equivalent to around 2,549,000 individuals (95% CrI: 1,996,000 to 3,236,000) being infected or around 1 in 24 people (95% CrI: 1 in 30 to 1 in 19).
2/8 Image
In England, the estimated prevalence of SARS-CoV-2 on 13 December was 4.3% (95% CrI: 3.3%, 5.4%), equivalent to 2,333,000 individuals (95% CrI: 1,825,000 to 2,953,000) being infected with SARS-CoV-2. This corresponds to around 1 in 24 people (95% CrI: 1 in 30 to 1 in 19).
3/8 Image
Read 8 tweets

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