Karen Cutter Profile picture
Aug 30 20 tweets 6 min read
Our latest estimates of excess deaths are out, covering all cause mortality to the end of May 2022, plus COVID-19 only mortality for Jun-Aug.
#COVID19Aus #excessdeaths
TLDR: +8,500 excess deaths in 5 months to May (12%)
actuaries.digital/2022/08/31/cov…
Note our excess deaths are measured relative to pre-pandemic expectations of mortality.
Includes allowance for continuation of mortality improvement/decline for each cause of death.
Allows for changes in the size and age composition of the population.
Another month of huge excess deaths in May. Only one week in 2022 to date has been within our 95% confidence interval
A small change in our analysis this time around - we've separately estimated coroner-certified COVID deaths. We've assumed coroner-referred COVID deaths in 2022 will be 5% of all COVID deaths.
This is a bit of an heroic assumption, but we thought it important to try to show total deaths from COVID, not just doctor-certified ones.
If it's wildly wrong, it doesnt change total excess deaths. It just changes the mix between coroner-ref COVID and other coroner-ref deaths.
Total excess deaths in May of 1,800 (12%). Half due to COVID-19. Substantial flu deaths for the first time in 2 years. Cancer up a little, but its one outlier week, not a trend. Heart disease and "other" up a lot.
In the five months to May, total excess of 8,500 deaths. Half due to COVID-19 (77 from long Covid). Respiratory down. Cancer as expected. Everything else up.
In the first 5 months of 2022, there were 1,000 deaths in people who were COVID-positive at the time of death but where COVID was not the underlying cause. So acute COVID likely contributed to the death in about a quarter of the "non-COVID" excess.
Here's the weekly deaths from COVID (doctor-certified only). About 200 per week in May.
For context, in Australia we have about 1,200 deaths from motor vehicle accidents PER YEAR.
Here's weekly respiratory deaths (flu, pneumonia, chronic lower, other - not COVID). Deaths from this cause mostly lower than predicted, and similar to 2020-21.
Will be interesting to see the June data as this is where the usual "winter hump" starts to take off.
Here's all non-Covid, non-respiratory.
Bloody hell.
Graphs for each of the individual sub-causes reported on by the ABS are included at the end of the blog article.
actuaries.digital/2022/08/31/cov…
For completeness, here are the figures for 2020 and 2021.
Why is our 12% for the first 5 months of 2022 different from the ABS 17%?
The ABS baseline (being the average of 2017-19 + 2021) is too low.
[This graph also highlights the big jump in deaths in 2022.]
Does it matter?
At the overall level, probably not, as the message is the same - we have significant excess mortality over and above that due to COVID.
But it is important when we want to look at WHY that excess mortality is arising. So "getting it right" does matter.
What could be causing the non-COVID excess?
I've added vaccine-related deaths to this list since last time, and also and indicator of possible the level of impact of each reason.
What about beyond May?
In the last three months there have been about 5,480 surveillance COVID deaths (including an estimate for the last 3 days of Aug).
Of these, we expect 76% to be "from" rather than "with" COVID, resulting in a estimated 4,200 deaths from COVID-19 in the last 3 months. Equivalent to 9% excess, before we include any excess from other causes.
Estimated excess deaths across the pandemic are 11,400 (2.5%).
Some might argue 2.5% is low. Yes, it is compared with many, many other countries.
But it is important to address when we have had 4-8% excess mortality from deaths NOT due to COVID each month so far of 2022.
The end. Any questions?

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with Karen Cutter

Karen Cutter Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @KarenCutter4

Aug 25
The NSW Health epi report for the week ending 20 Aug came out today, and it looks pretty similar to last week.
A thread/
#Covid19Aus #Covid19NSW
You can find the full report here...
health.nsw.gov.au/Infectious/cov…
Cases are down another 27% this week, and are now at a similar level to the trough before the BA.4/5 wave took off.
PCR testing is down, and so is the positivity rate. Good.
Read 14 tweets
Aug 24
This mammoth thread from the UK came out last night. Here are my thoughts, and some comments on Australia.
A thread/
#Covid19Aus
Nerd alert: I am massively happy to see age standardisation used in the methodology to estimate excess deaths.
This is a major flaw in the ABS commentary on its Provisional Mortality Statistics. Its "baseline" makes no allowance for population changes.
[I'm on an Actuaries Institute working group that has a specific focus on the mortality impacts of the pandemic. You can find out latest here.]
Read 20 tweets
Aug 3
Our latest on excess deaths in Australia, covering all cause mortality to 30 April, plus excess from COVID-19 only to 31 July.
#Covid19Aus
TLDR: 13% excess (+6,800 deaths) Jan-Apr 22.
8% excess (+3,500 deaths) from Covid only May-July.
Covid third leading cause of death in 2022.
Total excess mortality for the month of April 2022 estimated at 9% (+1,200 deaths).
More than half is due to doctor-certified COVID-19 deaths. Other unspecified causes and coroner-referred deaths (which include some COVID-19 deaths) also made a significant contribution.
With January at 20% excess mortality, February at 15% and March at 7%, this takes total excess mortality for the first four months of 2022 to 13% (+6,800 deaths).
Read 14 tweets
Aug 2
In advance of our work on excess deaths coming out in the next day or so, and with quite a few new followers, I thought I'd do a thread on how we calculate our baseline predicted values for 2022, and how these compare to what the ABS uses.
#COVID19Aus
What did we do? We used ABS standardised death rates (SDRs) for each cause of death as the basis of our projections. The SDRs allow for changes in both population size and age mix. We built in trends for mortality improvement. We then converted that back to numbers of deaths.
What do ABS do? They use the average number of deaths in 2017-19+21 without any adjustment for population changes or trend.
Read 15 tweets
Jul 29
A (long) thread on reporting of Covid deaths in Australia.

There seems to be a lot of misunderstanding out there about reporting of Covid deaths, so I am writing this thread to hopefully dispel some myths (and so I can link people to it rather than repeating myself!)
This is based on my understanding from dealing with death statistics in different circumstances. I am not a medical profession, so have no first-hand experience of how deaths are certified. If anyone out there on #MedTwitter would like to correct me, please do so.
First off, we have daily surveillance reporting. The purpose of this data is to provide an indication of how the pandemic is trending. Note that data has been collected in this form for years for other communicable diseases such as flu, measles, etc, and is ...
Read 21 tweets
Jul 18
Have NSW hospitalisations hit the previous peak of January 2022?
A thread/
#CovidAus #covidnsw
On the face of it, it looks like not. However the January peak of 2,943 in hospital with COVID-19 used a different definition of "hospitalised with COVID" compared with the current wave
Back in January, the definition of "hospitalised with COVID" was if the time between COVID symptoms and admission date was less than 28 days.
This changed on 3 Feb 2022 to be less than 14 days, resulting in less people counting as being hospitalised for COVID.
Read 7 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Don't want to be a Premium member but still want to support us?

Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal

Or Donate anonymously using crypto!

Ethereum

0xfe58350B80634f60Fa6Dc149a72b4DFbc17D341E copy

Bitcoin

3ATGMxNzCUFzxpMCHL5sWSt4DVtS8UqXpi copy

Thank you for your support!

Follow Us on Twitter!

:(