Thursday, April 16, 2020

Sweden: The Country Without A Lockdown

With most of the world opting to have national lockdowns -- even countries like Rwanda with only 136 cases and no deaths to-date -- Sweden bucked the trend and instead limited gatherings to less than 50, asked people to self quarantine, wash hands and keep social distance, but didn't order people to shelter in place and businesses to close. Yesterday we looked at the question of what happens after lockdowns and I wrote about how many preventative measures would continue even after businesses re-open.  Sweden provides an intriguing look at that scenario. 

Sweden is one of the northernmost countries in Europe. With a population of 10.3 Million -- about the same as North Carolina.  Most of the population is at the southern end of the country and about 1.5 million live in their capital of Stockholm.


They put in place national warnings and social distance advisories about the same time as other European countries. They banned travel with China in Mid-February and put in place policies limiting gatherings of more than 50 on March 11, the day of their first COVID death. The recommended businesses work from home and about half the workforce soon did.  They recommended schools go to distance learning and the schools followed suit.  They advised the elderly to limit contact with others. Their COVID testing is about the same as the US on a population basis -- ranked 10 out of 20 countries on my COVID dashboard.  They pretty much took the same steps as other countries, but never put in place a legal ban to close businesses and make their people shelter at home as we have done in NC and most of the US.  It's been about 40 days since they took a different path. While there are some ways where it seems they've had similar results to other countries, there are also important differences.

When it comes to the reported cases, they seem pretty comparable, if a little lower than other North American and European countries:

When looking at fatalities, they also seem slightly lower than average.

When looked at from this perspective, it appears that lack of a national lock down did not result in a worse situation and that the other measures to avoid COVID growth -- self quarantines, social distance, and voluntary work from home -- were sufficient to contain the pandemic.  As I've noted earlier, nearly all the countries above are several days past their peak day of new COVID cases and many are also past their peak day of new COVID deaths.  Sweden also looks to be on a similar track:


CountryDays post 100 casesHighest Case per DayDays Since Peak Case per DayHighest Death per DayDays Since Peak Deaths per Day
USA4533,75252,4820
Italy536,2032095111
Spain458,2712096113
Germany466,933193337
France4723,060121,7621
UK428,68159805
Canada341,600101231
Sweden3472671700

While the results look promising,  there are some important differences with Sweden's experience to consider.

First, Sweden is much smaller than the other countries compared here.  Even though the graphs are adjusted for population, density matters.  Sweden's largest city has 1.5 Million people -- much less than the largest cities in these other countries.  It may be fairer to compare Sweden with its neighbors -Denmark and Norway. Each has about half the population of Sweden, but Norway's largest city has only 500K people while Copenhagen in Denmark has 1.1 million.  Here's how they compare:


PopulationDays past 100 casesCovid CasesCovid DeathsCases per 1MDeaths per 1M
Sweden10,230,0004111,9271,2031,166118
Denmark5,806,000376,6813091,15153
Norway5,368,000416,7901501,26528

On the number of COVID cases, Sweden is very close to its neighbors, but has far many more deaths, including 284 deaths in the past two days -- almost 20% of their total. “We have had an unfortunate development, especially compared to our neighboring countries, with an introduction of the virus at many elderly care homes,” said Sweden’s top epidemiologist Anders Tegnell.  The key oversight seems to be that many of the elderly need day to day assistance and that assistance comes from the younger population.   By asking the elderly to limit contact with others but giving more leeway for their younger caretakers to be out and about,  it seems to have exposed those most vulnerable to COVID to more risk.

As we consider how we should approach ending our lockdowns and allowing more social contact,  it will be important to consider how we can continue to protect our older people and not have them pay a higher price for our decision. 





16 comments:

  1. Chris, thanks for this. This is great analysis to think about regarding next steps. I wonder if we're all counting deaths the same way. I saw where New York had added 4,000 deaths to their total from earlier cases that were never diagnosed but seemed suspicious. I've heard it said, although I have not verified this, that deaths due to other factors in the US has decreased during this time, because any death that also involves covid 19 is being attributed to the virus.

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  2. Hello,
    I cringe a little every time Sweden is brought forward as an example for success - primarily because it is way to early to draw that conclusion. Wishing one followed Sweden's example could also prove dangerous when/if this strategy fails.

    A few uneducated comments:

    "Their COVID testing is about the same as the US on a population basis"
    Sweden is about ~2 weeks ahead of US so any comparison should include that offset.

    "When it comes to the reported cases, they seem pretty comparable, if a little lower than other North American and European countries"
    Sweden stopped broad testing for covid-19 around March 12 - you will only be tested if seeking medical care and/or admitted to hospital showing symptoms. Point being; we have no clue of how may infected we have - number of ants you find is relative to number of rocks you turn.

    "When looking at fatalities, they also seem slightly lower than average."
    It has just recently become known that there is a great lag in the reporting of deaths - fatality number on a certain date are being adjusted. We appear to have about 1 week of lag, so we will know the final number for today next week.

    Sidenote; was amusing to see some foreign media report that Swedish curve appeared to peak...not realizing that reporting is severely hampered over Easter break.

    Sweden have sort of gone all-in on this herd immunity solution - we appear to be the only country in the world to do so with such passion. In lack of other rational alternatives, and the fact that we missed the lock-down train months ago, I support this strategy...it is therefore I am quite concerned to read that South Korea had 142 people test positive for covid-19 a second time.


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    Replies
    1. Oh, I live in Sweden by the way :)

      Delete
    2. Just connecting back to my statement of lag in reporting of fatalities.

      Your post base out of numbers reported up to April 15th i.e. 1203 total covid-19 deaths. Looking at the total number today, which now includes some of the back-reporting:
      Total number of covid-19 deaths March 11th - April 1th = 1429.

      1429 vs 1203.

      Still drawing the same conclusion?

      Delete
    3. Continuing to update...summarizing below.

      Total deaths as reported for period March 11 through April 15th in Sweden.

      April 15th / 1203 deaths
      April 17th / 1429 deaths
      April 21st / 1501 deaths

      So the conclusions drawn about the Swedish fatality rate in your blog post April 16th is (so far) about ~19% of as the adjusted back reporting continues.

      The difference, in my opinion, is significant - the deaths/1m population is/was not 118 but rather in the 170's range.

      I'm pulling the data of the Public Health Agency's website:
      https://www.folkhalsomyndigheten.se/smittskydd-beredskap/utbrott/aktuella-utbrott/covid-19/bekraftade-fall-i-sverige/

      Delete
  3. April 15th / 1203 deaths
    April 17th / 1429 deaths (+16% vs April 15th)
    April 21st / 1501 deaths (+20% vs April 15th)
    April 22nd / 1585 deaths (+24% vs April 15th)

    I do not think we are done with the back-reporting for deaths up to and including April 15th, but even so one can conclude that we had under-reported the number of deaths by at least 382 deaths (24)%. To me this is concerning, this is like driving blindfolded.

    With these facts in mind I am genuinely and respectfully asking if you still draw the same conclusions?

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  4. Still measuring March 11th through April 15th:

    April 15th / 1203 deaths
    April 17th / 1429 deaths (+16% vs April 15th)
    April 21st / 1501 deaths (+20% vs April 15th)
    April 22nd / 1585 deaths (+24% vs April 15th)
    April 23rd / 1611 deaths (+25% vs April 15th)

    Try digest the above, the analysis and conclusions and statements made April 15th is based on data 9 days later is still being adjusted. More worrying (to me) is the magnitude of the adjustment, we aren't a little off here - 408 deaths (+25%) added from the backlog is significant.

    Sweden is not @ 200 deaths / 1m - is that Swedish strategy still tempting?

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  5. April 15th / 1203 deaths
    April 17th / 1429 deaths
    April 21st / 1501 deaths
    April 22nd / 1585 deaths
    April 23rd / 1611 deaths
    April 26th / 1623 deaths

    Since your statements were made on April 15th there has been an additional 420 deaths added i.e. an increase of +34.9%.

    Also; your own spreadsheet does not appear to be adjusting to the correct data (for Sweden) - you maintain the 1203 number.

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  6. April 15th / 1203 deaths
    April 17th / 1429 deaths
    April 21st / 1501 deaths
    April 22nd / 1585 deaths
    April 23rd / 1611 deaths
    April 26th / 1623 deaths
    April 29th / 1638 deaths

    So, 14 days on we are still registering deaths that occurred up to April 15th. The discrepancy is 435 (36.15%) here...

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  7. April 15th / 1203 deaths
    April 17th / 1429 deaths
    April 21st / 1501 deaths
    April 22nd / 1585 deaths
    April 23rd / 1611 deaths
    April 26th / 1623 deaths
    April 29th / 1638 deaths
    April 30th / 1644 deaths

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  8. April 16th, at the time of this post being published, the death per 1M in Sweden was 118 based on 1203 reported deaths up to and including April 15th.

    Today, April 30th, the same period have had 1644 reported deaths (so far, still registering deaths within period) which is 161 deaths per 1M.

    118 that turned out to be 161 15 days later...

    256 as reported today April 30th on worldometers.com

    256 that probably isn't 256 but we won't know for sure until 10-15 days later...

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  9. March 11th through April 15th
    April 15th / 1203 deaths
    April 17th / 1429 deaths
    April 21st / 1501 deaths
    April 22nd / 1585 deaths
    April 23rd / 1611 deaths
    April 26th / 1623 deaths
    April 29th / 1638 deaths
    April 30th / 1644 deaths
    May 4th / 1646 deaths

    There, appears that we after 3 weeks now are done reporting the backlog. Great.Yay Sweden!

    Lets extend the measuring period and look at March 11th through April 30th.

    May 4th / 2697 deaths

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  10. Period March 11th through April 30th
    May 4th / 2697 deaths
    May 5th / 2733 deaths (+36 in 1 day / +36 total)

    ReplyDelete
    Replies
    1. Period March 11th through April 30th
      May 4th / 2697 deaths
      May 5th / 2733 deaths (+36 vs prev day / +36 total)
      May 6th / 2779 deaths (+46 vs prev day / +82 total)

      Delete
    2. Period March 11th through April 30th
      May 4th / 2697 deaths
      May 5th / 2733 deaths (+36 vs prev day / +36 total)
      May 6th / 2779 deaths (+46 vs prev day / +82 total)
      May 7th / 2802 deaths (+23 vs prev day / +105 total)
      May 8th - no data
      May 9th - no data
      May 10th / 2837 deaths (+?? vs prev day / +140 total)
      May 11th / 2840 deaths (+3 vs prev day / +143 total)

      So - over the course of 1 week the true number of deaths has been adjusted up by 143 i.e. +5.3%. This 5% number is not that bad to be honest, so Sweden appears to finally catch up with the reporting speed - maybe we can start using these numbers for decision making :)

      Applying 5% on US total deaths of 81k today (May 12th) the actual is 4k higher.

      Delete
  11. So now that Sweden is the country with the 6th* highest mortality rate per 1 m population @ 570 i.e. some 16.8% higher than US - I assume a different assessment would be made?

    *Excluding the 2 micro-countries Andorra and San Marino

    ReplyDelete