John Roberts Profile picture
May 13, 2021 19 tweets 8 min read Read on X
The latest @ICNARC report on intensive care activity is out. With the situation now much improved now it enables a good comparison of the two waves (W1/2). A thread here on behalf of @COVID19actuary.

W2 patient admissions of 25,543 were well over twice that of W1 (10,951).

1/
Despite starting W2 much more slowly, London rapidly accelerated and ended up being the worst affected again in terms of population size, contrary to those who early on were suggesting that herd immunity from the first wave was protecting it.

2/
W2 developed more slowly, and extended over a longer period so the peak bed occupancy for W2 was not much greater than W1, but high volumes (and thus pressure on staff and resources) were sustained for a much greater period.

Recent levels were higher than last summer too.
3/
In W2, peak occupancy in London by pop'n size was between around twice and four times as high in as in other regions.

4/
We can see here how the surge in excess of normal levels (even during winter) was much higher than in the first wave. Note how non-elective care beds reduced dramatically again, as many urgent operations were postponed because CC beds were just not available.

5/
As an aside, on that subject, this week's #BBCHospital focuses on the very difficult decisions needed as rationing of CC beds became necessary, and the serious impact on patient care beyond the COVID figures I'm reviewing here. Well worth watching.

6/
bbc.co.uk/iplayer/episod…
You can also see this from the increase in inter-hospital transfers during the peak, as the NHS sought to maximise capacity across the country. A quarter of these were outside the local area in W2.

7/
COVID admissions at the peak were six times winter levels for pneumonia, and twenty times the 2019 level for flu (which itself was the worst in the last few years).

Note also how NPIs have helped to eliminate flu this year, which has meant some offsetting mortality benefit.

8/
Demographic characteristics next. The skew towards males was very slightly reduced in W2. For ethnicity, there was a reduction in the BAME prop'n, driven by a near halving in the % of black lives.

By deprivation the skew was greater though, with the most deprived up to 30%.

9/
The proportion of those with a BMI in excess of 30 increased from 39% to 49%. This compares with 32% of the population, so around 50% higher. (32% x 1.5 = 48%).

10/
The age distribution is similar to the first wave, with a much greater proportion of younger lives than for death or general admission. So it's only as vaccination has progressed well below age 70 that the majority of those being admitted to ICUs have become protected.

11/
The report explores the impact of vaccination further. You can see here how the proportion of G1-4 admissions has gradually reduced, and more recently too for G5-9. That's meant a recent increase in the prop'n coming from the rest of the pop'n.

12/
Outcomes next.

41% (10,561) of those who entered intensive care sadly died, with 54% discharged from hospital. Around 5% remain in hospital, either in CC or general wards.

For W1 the figures were 42% died, 57% discharged, 1% remain, so very little difference.

13/
The 28 day survival curve for W2 is slightly better than we saw in W1, although earlier on in the wave the improvement was greater. That may reflect the pressure units were under in the peak, or a change in the severity of patients admitted as the wave progressed.

14/
By demographic it's noticeable that black lives showed a much improved outcome. By age and sex there are more variable improvements.

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The 90 day outcomes for the two waves are much closer though, consistent with the overall figures reported in tweet 13.

So there was still broadly a 4 in 10 likelihood of dying for anyone entering intensive care.

16/
Here we see survival rates based on date of admission. There was a clear improvement last summer with lower volumes, but a reversion once W2 took off.

With outcomes improving again, that pattern could suggest a link between outcomes and the pressures units are under.
17/
At over 100 pages there is much more than I can cover here, and I think all those involved in the gathering of data and production of these exceptional reports deserve a lot of praise for the insight it gives us. Thank you!

18/

icnarc.org/Our-Audit/Audi…
And of course, the thousands who have been at the sharp end of intensive care activity, and indeed more generally in hospitals and the wider health service, deserve all our gratitude for their tireless efforts to protect us and save so many lives. My sincere thanks to all.
19/END

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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_…
Image
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…
Image
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.

3/ Image
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.

1/ Image
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.

3/ Image
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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