Scottish Unity - Edinburgh Group Profile picture
Nov 3, 2021 17 tweets 6 min read Read on X
Scotland: 2021 mortality through week 43 (NRS)
1/ Overall
Yet another really high week.
Week 42 was revised up to being +25% from the 5yr average, and this week is +26% (+272 additional deaths). 23rd consecutive week of excess - the longest bad streak on record.
2/ Excess by cause
The majority continues to be non-covid as we’ve been seeing since the start of summer, but ‘covid deaths’ (death by any cause within 28 days of a positive test) making up a sizeable amount, as has been the case recently
2b/ Excess by cause
Breaking this down, we see weekly and cumulative excess for each cause.
Several notable points, especially sharp inflection in heart/stroke from a pre-summer plateau.
3a/ Excess by location of death
Excess mortality continues mainly at home, however hospital has gone from a negative (below normal) to a consistent weekly exess.
3b/ Excess by location of death
This perhaps shows more clearly, weekly and cumulative by location.
Hospital was always negative, until around week 13 when the trend reversed and has grown ever since.
(Note all scales are the same, for comparison)
4a/ Total mortality by age group
The 15-44 age group remains stable, but all others continue to be higher than the 5 year average
4b/ Cumulative summer excess by age group
We continue to see the ‘staged’ ramped up of excess mortality, eldest rising first, then next eldest and so on.
45-64 shows a flattening, but only one week so need to see trend. 15-44 on 5 year average
4c/ Weekly and Cumulative excess by age group
This shows the weekly and cumulative excess for each age group, both this year and 2021.
(Note scales are different for each, which can compress differences)
4d/ Cumulative excess by 5 year age band - 2020 and 2021 versus five year average
Like the previous, but broken down more finely. Notably several age groups are (a) higher excess than 2020, and (b) rising trend in *summer*. Very unusual.
5/ Excess summer mortality in Scotland
This summarises the excess seen through summer, which is;
- Primarily ‘Others’ (73% non-respiratory/covid)
- Almost exclusively at home (hospital now rising)
- Higher the age, higher the excess
6/ Total mortality and vaccination doses, by week
7a/ Child mortality (1-14 years)
Quite normal here, running at the same level as 2020, and both below the five year average.
7b/ Child mortality (<1 years)
We need to be careful with the 2021-Q4 average as it is an average of only four weeks, but even the weekly moving average (solid orange line) has been a bit elevated since early summer.
Birthrate has been higher which may explain. But, a little high
8/ Excess mortality, by region
Looking at this by region to see if any differing trends geographically. They continue to trend up, although Lothian now flattened off for three weeks, which is positive.
9/ Summer mortality
Summer 2020 was +1.2% from 5yr average. This summer is 14.8% above, 3,178 higher deaths than would be expected. The trend is also worsening.
9b/ Here’s how that looks for the past 40 years. Each year has deviated from the norm, but typically +3 to -5%. This summer at 14.8% increase is a very unusual event.
9c/ Cumulative summer excess
Here we see that trended week by week, and the trend continues to worse (continued / higher deviation from the 5 year average) rather than flattening off.
2020 is the dashed red line, mid to upper end of the years.

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More from @scojw

Jun 3, 2023
Accounting for demographic changes (increased number of elderly, higher average age in each group), Scotland’s mortality in 2023 looks much as we would expect.
Started with a high January (“flu”) than affected older age groups, and now coming down.
85+ quite a normal year Image
Ages 75-84 were most hit by flu, beyond even the high of 2018. Thus showing as a high year initially, then below average but since has been running the high end of normal range.
A bit elevated, but not especially so. Image
Ages 65 to 74.
It’s too tricky to calculate the average age in this group (we don’t have death data by individual year), but suspect the average age is going up, hence the trend here has been gently up since 2015. That said this is a slightly high year, driven by January. Image
Read 7 tweets
May 30, 2023
Scotland excess mortality through April 2023
Accounting for population size & age by use of ASMR, excess mortality in Scotland is +2.6% year-to-date, a bit lower than 2021, a bit higher than 2022.
What’s more thought provoking is when we step back from numbers to see the trends. Image
First, by cause.
Mortality was falling in Scotland, but note that abruptly changed with the pandemic & NO recovery since. The angle of increase hasn't slowed
Cancer trend remains improving, circulatory much worse than it was. Dem/Alz looks like misattribution, & C19 cured flu🙄 Image
This is perhaps clearer when we zoom out and see longer term.
See how much mortality was improving, & that has radically changed. Gov are still attributing basically all excess to COVID + Others.
So what did the miracle 💉achieve if excess is unchanged, and C19 is the excess? Image
Read 5 tweets
May 29, 2023
All UK nations updated their monthly excess mortality through April. For 2023 to date we see;
1) Scotland (+2.6%)
2) Wales (-0.3%)
3) England (-0.4%)
No ASMR data for N.I.
Overall UK total: +0.7%
‘Excess deaths’ shows hugely different, much higher. Why? Image
The chart shows monthly excess by ‘excess deaths’ and by ‘ASMR”. We see ‘excess deaths has ALWAYS measured higher than ASMR - this is not new.
The reason is that ASMR measures against the CURRENT population, and ‘excess deaths’ measures against the population 3 years ago. Image
What IS new is that we are now measuring ‘excess deaths’ against a population not THREE years ago, but almost four years ago.
This is entirely new, and makes ‘excess deaths' even higher. It’s caused by 2020 being dropped from the calculation
This will come back to normal in 2026. Image
Read 6 tweets
Oct 17, 2022
"Beep, beep, beep..."
That's the sound of the reversing alarm, as the narrative is thrown into reverse - "They were never described as preventing transmission". (Actually they were, yet clearly they didn't - as we see from 'cases' data (PCR+) in Scotland. 👇 ImageImage
"But still, robust protection against hospitalisation..."
Er..... in that case Scotland's actual experience on COVID hospitalisations are impossible to explain.
🤔 Image
"Severe cases reduced then....?"
Well, erm, no...., our ICU admissions data demonstrate otherwise.👇 Image
Read 5 tweets
Aug 3, 2022
We've now had equal periods without vaccines (Mar20 until rollout complete in May21) and without vaccines (May21 until now), 63 weeks of each.
We see that despite assurances, ‘acute COVID hospitalisations’ post #sacredcows are 59% higher in the 60+, and 133% higher in under 60s
What we see is;
- More people hospitalised, both <60 (19,000 versus 8,000) and in the'vulnerable' 60 and above (27,000 versus 17,000)
- NO more 'flat' periods where there are no admissions, the rate of admissions is faster than before, and incessant, no breaks
So too ICU - PHS now note "If people test COVID-19 positive on admission to hospital, it may not be the primary reason for admission, and instead an incidental finding"
No 💩 Sherlock, been saying that forever. Look at winter 2020 - 50% of ICU was “Non-COVID19 clinical diagnosis"
Read 5 tweets
Jul 6, 2022
Scotland hospital status updated.
1. Do you need an op?
Upper endoscopy waitlist slightly down, but all other endoscopy waiting lists sharply up, and all imaging waitlists (e.g. CT, MRI) hugely up - ultrasound waitlist nearly doubled. Image
2. You need an op - how is the waitlist?
Chart shows number on the waiting list, and how long they have been waiting. Total continually rising, as well as the proportion waiting 6 months, 12 months, or longer. Image
3. How are we tackling that list?
This shows the number of operations carried out, in total and by month.
The number has been basically steady since early 2021, not recovering toward prior levels. Running around 33% lower than the pre-COVID levels. Image
Read 4 tweets

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