John Roberts Profile picture
Jul 6, 2021 14 tweets 5 min read Read on X
The latest @ICNARC report on COVID intensive care activity has been published. It's more comprehensive than ever, so this short thread focuses on recent admission trends. (Outcome data is little changed, being second wave totals.)

Of 536 admiss'ns in June, 43% were in the NW.
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536 admissions over a month is still a fraction of the volumes seen at the start of the year, but nevertheless, the recent increase can be seen here. It's a slower rise too, which will be the result of vaccinations (of which more later).

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Another reason why the national increase has been slower is it's mainly been concentrated in just one area. You can see here the rise in the NW, compared with figures that, at least so far, barely register in other regions.

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The proportion of general COVID admissions becoming an ICU admission jumped suddenly in June to its highest level since April 20, (although has fallen back slightly again). We saw a similar increase at the start of the second wave too.

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Turning to numbers in critical care at any time (as opposed to admissions), we can see how the second wave topped the first, and was longer too. Again, the decline has been reversed, albeit the increase is slower than we saw in the autumn as the second wave took hold.

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Of interest, the relative proportions of critical care beds occupied is at its highest, nearly 25%. This might suggest that many non-ICU patients are having shorter stays, thus limiting the increase in general beds?

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Most patient demographic data is still aggregated from the start of the second wave. You can see here the age distribution over that period. We would expect though that as vaccination worked down the age groups, this would have changed....

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... and in the top graph here, we can see how the older age bands have reduced as a proportion of the total admissions, reflecting the move to a younger age distribution.

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Indeed, the mean age has fallen from around 60 by 10 years over the period of the vaccination roll out. Note though that it appears to have stopped falling, and may be starting to rise again. This is to be expected once all adults have had the opportunity to be vaccinated.

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Analysing by vaccine priority group, we can see the relatively faster fall in the first groups (1-4 and 5-9) as the programme took effect. Although they are now starting to increase again, as are those for the balance (under 50s).

(Note this is a log scale graph.)

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Here we see how 28 day mortality is higher during peak periods of pressure, and reduces as capacity improves. It's good to see the most recent data points at their lowest, albeit that the fall does appear to have levelled off.

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As noted much of the outcome data is aggregated, so has changed little of late. In summary though, 41% of those who entered critical care in the second wave died, 56% were discharged to continue their recovery at home, and 3% remain in hospital.

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At 112 pages, I've only scratched the surface here, and the extent of the data is hugely impressive, so a big shout out to all of those involved in collecting and analysing it.

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icnarc.org/Our-Audit/Audi…
And finally, a big thank you to all intensivists and indeed other hospital and health and care staff for their continuing efforts to protect and care for so many patients over the last 16 months. Thank you!

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More from @john_actuary

Mar 15
A great thread on the state pension and National Insurance.

For me, the trailed abolition of NI and thus its replacement by general taxation in terms of funding state pension benefits will have a major generational redistribution of tax.

1/
It’s been the case that (in aggregate) at any one time the working generation funds the SPs of the retired generation above it.

2/
If the abolition of NI results in an increase (albeit smaller - else why bother) in income tax, whilst those in work will in total be better off, pensioners will be worse off.

3/
Read 9 tweets
Feb 7
The Pensions & Lifetime Savings Association has updated its guide to living costs in retirement. The full report is well worth a read, and goes into a lot of detail.

1/

retirementlivingstandards.org.uk/2023_research_…
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One key point is that it assumes that pensioners own their home outright - probably reasonable now, but the shift to renting means that in future years that may become increasingly questionable.

2/
It focuses on retirement income, but note that other sources may be used to fund retirement, whether it be income from savings/investments, or gradual withdrawal of capital. Much more likely to be relevant for those aspiring to a comfortable lifestyle of course.

3/
Read 7 tweets
Dec 21, 2023
UKHSA estimates that prevalence of COVID in England and Scotland has nearly tripled in the month since the ONS restarted its COVID infection surveillance.

1/

gov.uk/government/sta…
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Fortunately prevalence is lowest at the oldest, more vulnerable age groups, but is estimated at just under 6% in the 18 to 44 age groups.

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Prevalence is estimated to be highest in the London area, at just over 6% across the population. Note though that confidence intervals are wider due to lower sample sizes than in previous studies.

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Read 4 tweets
Sep 12, 2023
So with the news this morning that the earnings growth announced today means the state pension (SP) will very likely increase by another 8.5% next year, it's time to set out once again why the SP triple lock (TL) is such a bad idea.

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It's all down to cherry-picking the best of the three rates each year. I did a thread nearly a year ago, that hopefully sets out clearly how the mechanism inevitably means that the SP will grow over time against both earnings (E) and prices (P).

2/
Visually, you can easily see how that cherry picking works in practice with this great chart from the FT.

The effect is greatest when one index lags the other by a large amount in one year, and then catches up in the next year.

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Read 17 tweets
May 31, 2023
With BH's still distorting individual weeks' figures, the cumulative position gives a better view, with the latest CMI age-standardised analysis showing mortality 3.8% (of a full year's mortality) worse than its reference year of 2019.

1/
That 3.8% of a full year's mortality translates to an excess of 9.3% of YTD expected mortality, or over 21,000 excess deaths.

Bear in mind that pre-pandemic, you'd expect mortality 4 years later to be noticeably lower, due to the previous improving trend.

2/
The 9.3% excess is split 50/50 into "with COVID" deaths (where it was listed as a contributory factor on the death cert), and others.

Over 10,500 registrations in 2023 have had COVID listed as a cause - around two thirds of which it's put as the underlying factor.

3/
Read 5 tweets
May 13, 2023
A great example of how @ABridgen will RT any old rubbish, despite how absurd the numbers look, if they fit the anti-vax narrative he is now pursuing.

Even the original poster has now admitted that the figures were completely wrong and deleted the post.

1/
Here's the mea culpa - it was only wrong by a factor of 13, but at least the post has been deleted rather than just corrected and left up, when experience shows that only a fraction of the original audience will see the correction.

So what are the true numbers?

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In E&W the peak week in 2020 was just under 9,000, and the second wave peak was pretty close to that number.

In total ONS has recorded 199,728 COVID related deaths in E&W since the pandemic started.

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Read 8 tweets

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