The timing of when self-sustained transmission starts is crucial:

A and B are 2 identical countries implementing the same lockdown policy at the same time

If self-sustained transmission starts 𝟱 𝗱𝗮𝘆𝘀 𝗲𝗮𝗿𝗹𝗶𝗲𝗿 in A, then A will have 𝘁𝘄𝗶𝗰𝗲 the number of deaths
This is just math, based on various estimates that the epidemic doubling time of COVID was less than 5 days before lockdowns in spring 2020
academic.oup.com/jid/article/22…
In fact, because of this short doubling time, the timing between self-sustained transmission and lockdown is one of the most important factors that determines cumulative deaths per capita

This explains NYC and the Nordic countries. See next tweet.
NYC: high deaths/capita because self-sustained transmission started early:

Nordic regions (Norway/Finland/etc) are international destinations less popular than France/UK/etc, so transmission probably started later & helped them achieve low deaths/capita

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More from @zorinaq

29 Nov
A thread to refute the nonsense spewed by #covid deniers/minimizers...
#1 "It's just the flu"

No, vast majority of studies disagree:
#2 "Really, it's just the flu"

Really, no:
Read 19 tweets
27 Nov
This chart shows Sweden's mortality rate & excess deaths since 1900

While COVID-19 *seems* to be a small bump in mortality, 2020 has the most excess deaths of any year since the 1918 influenza pandemic

These ~4700 excess deaths are supported by SCB:

1/n
The line representing average expected mortality on the chart is a LOWESS regression

Normally demographers use more sophisticated statistical algorithm (eg. Farrington) to do so. LOWESS is kind of a sloppy technique, but it works well enough

2/n
For more accurate results, I didn't include 2020 data in the LOWESS regression. Instead I cut off the smoothing at 2019, and assume that without COVID-19 the expected mortality would have continued its generally improving trend of the last decades through 2020

3/n
Read 12 tweets
25 Nov
Things that happened in Sweden in last 2 months:

• family isolation
• ban public events of more than 8
• cinemas/museums/gyms closed
• nightlife curbed (alcohol ban)
• Tegnell: yes to face masks
• nursing home visit ban
• + many restrictions

Sources: see links below

1/n
Family isolation: household contacts of infected persons not allowed to go to work (since 01 Oct) folkhalsomyndigheten.se/nyheter-och-pr…

2/n
Ban on public events lowered to 8 people since Nov 24 dn.se/sverige/allman…

3/n
Read 9 tweets
18 Nov
I dusted off my COVID-19 model (that predicted the Florida July wave) & applied it to Sweden

After today's data update from the Swedish Public Health Agency (FHM) I confidently forecast Sweden will surpass the peak of 100 COVID deaths/day they had in April

Hard to believe?

1/n Image
Specifically: by 25 December we will see Sweden has recorded 100 deaths/day around 11 December

(due to reporting delays, it takes up to 2 weeks past a given date to have a complete count of deaths on this date: )

2/n
My model is formally described in outbreak.flashpub.io/pub/method-of-…

It predicts deaths from cases alone, but let me explain in layman's terms how it works...

3/n
Read 17 tweets
16 Nov
Covid lockdowns appear to reduce suicide rates

Suicide rates decreased during the lockdown in Victoria, Australia (paradoxically despite self-reported levels of depression increasing??)

Suicides (and other deaths) have also decreased in Peru:
Victoria chart is from @sometimes_data — thanks!

Who else has data for other countries?
Suicide rates have also decreased in Massachusetts during lockdowns:

medrxiv.org/content/10.110…

h/t @binaryanalogue
Read 5 tweets
25 Oct
͏@VoidSurf1 wrote a cool thread on Sweden excess deaths over the last few centuries. At first sight, his analysis seems correct... But there is a fatal flaw.

1/n
Despite the mortality data for 2020 being preliminary, he took great precautions to make it as accurate as possible. Good👍

Note how it is apparent that the month of April alone had 2000 excess deaths.

3/n
Read 8 tweets

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