Wednesday, March 19, 2025
A look back at Corona
5 years ago, in March 2020, the first big lockdown waves of the Corona pandemic took place in many countries. Thus my YouTube feed is full of documentaries looking back, causing me to think about that time as well. And either I'm just weird, or my opinion of the Corona time is different than much what I see on social and mass media.
What we have in 2025 is hindsight. Over 700 million people caught Corona, and over 7 million of them died. That is horrible. But it still means that in every country more people *didn't* catch Corona than caught it, and of those who caught it, 99% survived. Compared to for example the Spanish Flu, Corona was milder. Corona was a lottery, and unlike most lotteries, your chances of winning were much better than your chances of losing. In other words, for a huge majority of people the measures that countries took to combat the pandemic were massively more impactful than the virus itself. And it is those measures that still cause the most anger and fallout today.
I totally won the Corona lottery. I never got ill. And before Corona, my job involved a lot of stressful business travel. I haven't set foot into an airplane since. I was working stressful 50-hour weeks before Corona, which the lockdowns transformed into a much more relaxed home office work with the same pay, and the realization that a lot of the stuff we thought necessitated a business travel could in fact be done via Zoom / Teams just as well. I went from there into early retirement, which made the pandemic a near perfect transition period between my previous career and life as a pensioner. I was lucky. And a big part of the reason for me being lucky is that I was and am in a financially better position than the average person.
While the quality of the home you live in is generally important, it becomes much more so when there is a lockdown. If you divide the size of your home by the number of persons living in it, richer people typically have a lot more space per person than poorer people. If you are locked into that home and can't leave, and aren't allowed outside activities, that space per person makes a huge difference. People like me, with higher income, an office job, and the means to buy enough computers / tablets / webcams to shift our lives online were more likely to have a "good" pandemic. People with more manual jobs, less stable employment, not enough electronic devices and rooms in the home to allow home office / video schooling for the whole family were more likely to have suffered during the pandemic.
Politicians and health officials during the pandemic didn't have the hindsight we have now. In hindsight, we now know that they erred on the side of caution. Sweden, a country widely ridiculed during the pandemic for taking a much more relaxed attitude to it, in fact didn't fare worse than countries with much stricter measures. Especially school closures are in hindsight thought to have caused more harm to the education and well-being of children than it prevented in infections. On the other hand, it is hard to blame politicians for not gambling with the lives of their people. They had to make decisions under a lack of data and information; them having been often overly cautious and preferring a restriction of liberties to a higher death toll is understandable, not criminal. There were people, including politicians, that profited from the pandemic with criminal energy, e.g. with dodgy deals on face masks, and those should most definitely be prosecuted and jailed. But even with our current hindsight it would be difficult to design a "perfect" lockdown strategy, officials got things wrong in both directions, too lenient and too strict, at different times. I don't think it would be just to blame somebody for getting it wrong, when he tried his best.
The things that make me still angry about looking back at the Corona period are the hypocritical parts, where we as a society seemed to have realized something, only to then not act upon it. I feel ashamed whenever I see some Corona period photos with public praise for "essential workers". We realized that some people are more important than others to keep our society running in a time of crisis, and then decided that a round of applause instead of a pay rise would be sufficient to reward them. That is both extremely unjust to a group of people who suffered very much during the pandemic, and is making us less resilient for the next crisis. Somebody essential should be paid more, which would result in a stronger essential infrastructure.
Over 13 billion doses of Corona vaccine have been administered worldwide. With a data set this large, we are now absolutely certain that the vaccine had a very acceptable level of side effects, and that for the overwhelming majority of people being vaccinated was better than not being vaccinated. But I do believe that we, as a society, treated people who were sceptical of vaccines unfairly harsh. People were treated as weirdos and conspiracy theorists, and while some of them certainly were exactly that, others just had some doubts about the official narrative, and some of those doubts weren't actually that misplaced. The people who didn't get with the program were often discriminated against, rather than honest efforts being made to convince them that the program was actually the right thing.
Between officials not wanting to be reminded when they got things wrongs while trying their best, other people wanting somebody to be punished for their suffering during the pandemic, and a majority just wanting to forget, it is unlikely that we will ever get a good and fair official review of that time. Which is a shame, because I do think we could do a better job to discuss and document the lessons learned, in order to do better next time. Overall, I do think that governments got a lot of things right, and we need to discuss this with a view forward on those lessons learned, rather than backward with a view on vengeance. But I'm afraid we won't get much of that.
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There's a kind of survivorship bias to your analysis, in that you're evaluating the damage against the result of the lockdown, the policy you're using as a variable, without factoring in the effect of that variable on the outcome. If you want to compare the cost of the lockdown to the damage of the virus, you need to calculate it against the damage that could have been caused without the lockdown.
I think that, especially during the first two major outbreaks, lockdown was hte right move despite the cost. Please remember that the death rate during the first major spikes (classic and delta) was much higher than the death rate for later strains. Without the lockdowns, infection rates would be higher and more people would have died. In addition, even with the lockdown number of victims during those two spikes overwhelmed the hospital systems in some areas. If more people would have been infected, more hospital systems would have collapsed, and a higher percentage of the larger victim pool would have died.
The first two major strains of the virus also seem to have caused long covid at a higher rate. Many of those victims are still partially disabled today, adding to ongoing economic cost. (Plus, you know, their lives suck)
I think that, especially during the first two major outbreaks, lockdown was hte right move despite the cost. Please remember that the death rate during the first major spikes (classic and delta) was much higher than the death rate for later strains. Without the lockdowns, infection rates would be higher and more people would have died. In addition, even with the lockdown number of victims during those two spikes overwhelmed the hospital systems in some areas. If more people would have been infected, more hospital systems would have collapsed, and a higher percentage of the larger victim pool would have died.
The first two major strains of the virus also seem to have caused long covid at a higher rate. Many of those victims are still partially disabled today, adding to ongoing economic cost. (Plus, you know, their lives suck)
I think the hindsight would depend on two factors: covid mortality rate in your country in 2020 and the beginning of 2021, and the percentage of people who were infected in the first few, most dangerous, waves (current mortality rates don't matter much, so it doesn't really make sense to take average).
Where I'm from, the isolation measures were nearly non-existent. Everyone I knew got covid in the first year, and mortality rate at that point was higher than 1%. The precise infection and mortality rate is tricky to figure out, but I think we can attribute excess mortality rate in 2020 mostly to the consequences of covid (direct and indirect, such as dying from something else because hospitals were overloaded), rather than to consequences of fighting it. Excess mortality rate in 2020 there was comparable to mortality rate of cardiovascular diseases, and was much higher than any other cause of death (probably even combined). That's 0.5% of population dying no matter if they were infected or not.
We can assume that other strategies were also leading to excess mortality due to other factors, but since countries with stricter measures had 2-3 times lower excess mortality, I came to conclusion that they were more efficient at preventing deaths.
Dunbar argues that people have 150-200 meaningful relationships on average, meaning that, with excess mortality of 0.5%, on average one person you know would die. You can argue that you have 99.5% to "win" by surviving covid yourself, but I'd note that losing a family member, close relative, or best friend would be a devastating loss too. So the _real_ chance of "winning" depends on how many people you care about. For most people, I'd say this number is _at least_ 4, including themselves.
By standards of XCOM players, 2% is scary odds to gamble with.
Where I'm from, the isolation measures were nearly non-existent. Everyone I knew got covid in the first year, and mortality rate at that point was higher than 1%. The precise infection and mortality rate is tricky to figure out, but I think we can attribute excess mortality rate in 2020 mostly to the consequences of covid (direct and indirect, such as dying from something else because hospitals were overloaded), rather than to consequences of fighting it. Excess mortality rate in 2020 there was comparable to mortality rate of cardiovascular diseases, and was much higher than any other cause of death (probably even combined). That's 0.5% of population dying no matter if they were infected or not.
We can assume that other strategies were also leading to excess mortality due to other factors, but since countries with stricter measures had 2-3 times lower excess mortality, I came to conclusion that they were more efficient at preventing deaths.
Dunbar argues that people have 150-200 meaningful relationships on average, meaning that, with excess mortality of 0.5%, on average one person you know would die. You can argue that you have 99.5% to "win" by surviving covid yourself, but I'd note that losing a family member, close relative, or best friend would be a devastating loss too. So the _real_ chance of "winning" depends on how many people you care about. For most people, I'd say this number is _at least_ 4, including themselves.
By standards of XCOM players, 2% is scary odds to gamble with.
Yes, of course there is survivorship bias in my personal analysys. There is also my historian bias: As a historically minded person, I feel that Corona doesn’t rank very highly among other known historical plagues, from the Black Death to the Spanish Flu. But of course the pandemic you’re in feels a lot worse than some historical event nobody remembers anymore.
But would you say that absolutely every measure taken by governments was 100% right? Given the uncertainty at the time, I doubt that can be possibly true. Even government health officials today, looking back, consider school closures to have been excessive.
But would you say that absolutely every measure taken by governments was 100% right? Given the uncertainty at the time, I doubt that can be possibly true. Even government health officials today, looking back, consider school closures to have been excessive.
It's definitely hard to quantify which decisions were right or wrong because all we have are estimates of what could have happened if things went differently. We didn't have good data on just how deadly the virus was even at the height of the pandemic lock downs. So governments made decisions with the little information they had.
With hindsight, yes we can say things like closing schools and moving completely to online learning for a time wasn't worth the cost. But would we really want our governments to not be cautious in a pandemic scenario? What if Covid instead of evolving weaker strains had evolved deadlier ones?
One of my, perhaps irrational, fears is that we face another pandemic in my lifetime and because Covid ended up fizzling out in peoples minds Governments and people in general don't react with the same level of caution and we end up with a modern day Black Death scenario that wipes out huge percentages of the population.
With hindsight, yes we can say things like closing schools and moving completely to online learning for a time wasn't worth the cost. But would we really want our governments to not be cautious in a pandemic scenario? What if Covid instead of evolving weaker strains had evolved deadlier ones?
One of my, perhaps irrational, fears is that we face another pandemic in my lifetime and because Covid ended up fizzling out in peoples minds Governments and people in general don't react with the same level of caution and we end up with a modern day Black Death scenario that wipes out huge percentages of the population.
I like to share anecdotes here so I'll share this one about the disruption caused by school lockdowns. I work as a programmer at a school district and part of my job in 2022 and 2023 was helping folks analyze pre and post covid data. We saw a 200% rise in discipline incidents across our district once in person learning resumed. Discipline incidents have dropped but are currently still higher then they were pre Covid.
We saw test scores drop anywhere from 20%-40%. Students whose test scores for reading/math were previously on grade level were all of a sudden performing below grade level. And the interesting thing is that while predictably lower performing students saw the highest drops even high performing students saw substantial, sometimes double digit, drops.
It's so bad that my state has dropped minimum test score and gains requirements almost every year since Covid and created more alternative methods for students to earn their high school diploma without meeting the state standardized test score requirements. They are now even considering eliminating the testing requirements altogether, something unheard of in my state as Republicans have championed standardized testing here for the past 25 years.
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We saw test scores drop anywhere from 20%-40%. Students whose test scores for reading/math were previously on grade level were all of a sudden performing below grade level. And the interesting thing is that while predictably lower performing students saw the highest drops even high performing students saw substantial, sometimes double digit, drops.
It's so bad that my state has dropped minimum test score and gains requirements almost every year since Covid and created more alternative methods for students to earn their high school diploma without meeting the state standardized test score requirements. They are now even considering eliminating the testing requirements altogether, something unheard of in my state as Republicans have championed standardized testing here for the past 25 years.
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