[HN Gopher] Excess Deaths in 2020
       ___________________________________________________________________
        
       Excess Deaths in 2020
        
       Author : panic
       Score  : 132 points
       Date   : 2021-04-29 12:41 UTC (10 hours ago)
        
 (HTM) web link (kieranhealy.org)
 (TXT) w3m dump (kieranhealy.org)
        
       | erfgh wrote:
       | I'm suprised by the number of people arguing for and against the
       | lockdowns using just deaths statistics.
       | 
       | Lockdowns of the duration that we experienced should be illegal
       | because they take away the citizens' liberties to an extent that
       | no government should be able to take them away. It has nothing to
       | do with health.
        
         | efnx wrote:
         | If I read your comment correctly, whether or not the lockdowns
         | are legal should Not have anything to do with health. So what
         | you are saying is that you don't care if it's a health risk -
         | nobody should ever be able to order you to stay in your home by
         | fear of fines or imprisonments etc.
         | 
         | IMO that would be fine so long as we had a citizenship that was
         | well educated and the topic of virus spread had not been
         | politicized to the point that certain groups believe the virus
         | itself is a conspiracy.
        
         | dennis_jeeves wrote:
         | >Lockdowns of the duration that we experienced should be
         | illegal
         | 
         | I fully agree with you. If people want to sit at home it should
         | be a personal choice. However people do like to control other
         | peoples lives, that is the bottom line and they will use any
         | argument to justify it.
        
           | ghaff wrote:
           | The thing is though that, by and large, there never were
           | "lockdowns" in the US. I'm sure there are exceptions but most
           | people were free to go out in public if they wanted to
           | (perhaps with masks/distancing), many types of "essential"
           | businesses remained open, etc.
        
       | fumblebee wrote:
       | All this being with lockdowns, which are demonstrably effective
       | at slowing viral spread. Just imagine what these charts would
       | look like _without_ lockdowns.
        
       | [deleted]
        
       | JoeData wrote:
       | Here is some more data.
       | 
       | Deaths from all causes has declined rapidly in the U.S. since
       | January. The red dotted line is my best attempt to correct for
       | reporting lag: https://i.imgur.com/z8M0k2h.png
       | 
       | Excess deaths exceeded COVID deaths every week of the pandemic:
       | https://i.imgur.com/MeGMsRx.png
       | 
       | Total excess deaths in the U.S. were about 500,000 for 2020. The
       | excess breaks down as 77% COVID, 16% non-COVID natural causes,
       | and 7% external causes for the whole year. External causes
       | include homicide, suicide, accidents, overdoses/poisonings.
       | 
       | The count of COVID deaths include COVID as underlying cause of
       | death (91%) and COVID as a contributing cause (9%). Even when
       | including the contributing cause, it looks like COVID deaths were
       | significantly undercounted in the first wave March/April/May and
       | somewhat undercounted in the later waves.
       | https://i.imgur.com/YjZeI2E.png
       | 
       | Deaths from most major categories were higher or unchanged:
       | https://i.imgur.com/TDGwVU9.png
       | 
       | Excess deaths by age group: https://i.imgur.com/oKda9Dl.png
       | 
       | Ages 0-14 had lower than normal deaths in 2020.
       | 
       | Non-COVID excess deaths by age group:
       | https://i.imgur.com/8pJnauz.png
        
         | gmiller123456 wrote:
         | >Excess deaths exceeded COVID deaths every week of the
         | pandemic: https://i.imgur.com/MeGMsRx.png
         | 
         | Not entirely sure how to parse that statement, but I think most
         | people would interpret that as "non-COVID excess deaths
         | exceeded COVID deaths", which doesn't match what's on your
         | graph. E.g. for week 15, expected deaths = 55k, deaths - COVID
         | = 63k and all deaths=79k.
         | 
         | The only truthful way to interpret your statement is that
         | "excess deaths (including COVID deaths) exceeded COVID deaths".
         | Which isn't that interesting of a statistic.
        
           | JoeData wrote:
           | > "excess deaths (including COVID deaths) exceeded COVID
           | deaths"
           | 
           | Yes, that's what I meant. I didn't think it was ambiguous.
           | Lots of people think that COVID deaths were exaggerated.
           | There are countries (with not very many COVID deaths) where
           | the number of excess deaths is less than the number of COVID
           | deaths. There are even countries with negative excess deaths
           | for the whole year, even though they had some COVID deaths.
        
             | extra88 wrote:
             | I'd expect lower or negative excess deaths in countries
             | with very effective COVID responses because those responses
             | can also prevent other causes of death. Masks, hand
             | washing, social distancing also prevent the flu and other
             | diseases. Lockdowns and working from home can reduce
             | commuting and traffic-related deaths (though I heard in
             | some places in the U.S. car deaths were up, possibly
             | because drivers were driving faster and more recklessly on
             | the lightly trafficked roads).
        
           | joshuamorton wrote:
           | It is very interesting. It means that either covid deaths
           | were undercounted, or something else unique to 2020 also
           | killed a large number of people, or both.
        
             | gmiller123456 wrote:
             | It appears as though you're using the first interpretation,
             | and assuming it's true. It is not. I agree it'd be very
             | interesting if true.
             | 
             | The second interpretation (which is the one I called "not
             | interesting") just means there was at least one non COVID
             | death in each interval, and the total deaths never dropped
             | below the average number of deaths. One could reasonably
             | assume there was at least one non-COVID death per week,
             | making that part of the statistic useless, and you could
             | just state the total deaths.
        
               | joshuamorton wrote:
               | No I'm using the second interpretation. It doesn't mean
               | that there was one non covid death on each interval, but
               | that there was one non covid death above the baseline of
               | the expected number of deaths. Or in other words, deaths
               | were always higher than expected, even after accounting
               | for deaths attributed to covid.
               | 
               | The number of unattributed excess deaths is fewer than
               | the number of covid attributed excess deaths, bit _it
               | should be zero_ , because the null hypothesis is that the
               | only things killing people are "the same stuff as last
               | year" and covid.
        
               | gmiller123456 wrote:
               | >there was one non covid death above the baseline of the
               | expected number of deaths
               | 
               | While a true (and interesting) statement, that's not what
               | the OP said. He said "Excess deaths exceeded COVID
               | deaths", not "Excess deaths minus COVID deaths exceeded
               | expected deaths". Again, the second statement is true
               | (based on his graph), but not all all what he said.
        
               | joshuamorton wrote:
               | > He said "Excess deaths exceeded COVID deaths"
               | 
               | Yes, and this is the right statement!
               | 
               | Excess deaths minus covid deaths _should be zero_ ,
               | because the null hypothesis is that covid is the only
               | thing contributing to the excess deaths.
               | 
               | That there are additional excess deaths beyond covid
               | deaths is interesting (and means, as I originally said,
               | that covid deaths are undercounted, or that some other
               | unknown force is killing people).
               | 
               | The statement you provide as an alternative "Excess
               | deaths minus COVID deaths exceeded expected deaths",
               | doesn't make sense. Excess deaths are already above the
               | expected deaths.
               | 
               | Let me run an example.
               | 
               | Last year, 100 people died each month. This is the
               | expected number of deaths. This year, 150 people died
               | each month. This gives us 50 excess deaths. 40 deaths are
               | attributed to Covid. So, 10 are of unknown origin. This
               | is interesting!
               | 
               | If the excess deaths - covid deaths exceeded expected
               | deaths, you'd have to have 40 covid deaths, 110 deaths of
               | unknown origin, and 100 "expected" deaths, which would
               | also be quite interesting, but abjectly terrifying too
               | (the death rate would need to more than double).
        
       | xxxxxxx12 wrote:
       | FWIW, an economist published this paper recently estimating "the
       | cost/benefit ratio of lockdowns in Canada, in terms of life-years
       | saved, is between 3.6-282":
       | 
       | > Generally speaking, the ineffectiveness of lockdown stems from
       | voluntary changes in behavior. Lockdown jurisdictions were not
       | able to prevent noncompliance, and non-lockdown jurisdictions
       | benefited from voluntary changes in behavior that mimicked
       | lockdowns. The limited effectiveness of lockdowns explains why,
       | after one year, the unconditional cumulative deaths per million,
       | and the pattern of daily deaths per million, is not negatively
       | correlated with the stringency of lockdown across countries.
       | Using a cost/benefit method proposed by Professor Bryan Caplan,
       | and using two extreme assumptions of lockdown effectiveness, the
       | cost/benefit ratio of lockdowns in Canada, in terms of life-years
       | saved, is between 3.6-282. That is, it is possible that lockdown
       | will go down as one of the greatest peacetime policy failures in
       | Canada's history.
       | 
       | http://www.sfu.ca/~allen/LockdownReport.pdf
        
         | Retric wrote:
         | That's exactly the kind of paper you get when economists are
         | publishing outside their specialty. Most interesting example
         | was he excluded any data that was counter to his theory and
         | used highly overfit data. "Whether Atkeson (February 2021) has
         | correctly modeled the Covid-19 virus is not at issue."
         | 
         | They can't exactly do cost benefit analysis without models to
         | compare, but their cherry picking models to support their
         | assumptions and then happy that their assumptions where
         | validated by their models.
        
           | HideousKojima wrote:
           | The point he's making in that section is that by accounting
           | for voluntary changes in human behavior (or failing to
           | account for it as many models did) will drastically affect
           | the results of _any_ model that attempts to predict the rate
           | of spread.
        
             | Retric wrote:
             | Human behavior is also influenced by messaging. You can't
             | assume economically rational actors in the real world when
             | modeling actual behavior as people don't know actual risks
             | etc.
             | 
             | In a non lockdown world where schools are open and
             | attendance is mandatory... well it's clear to the average
             | person the government doesn't think people need to stay
             | home. _Sure, old people are dying in hospitals but I am 40
             | so it's nothing to worry about_ etc.
             | 
             | However, shut everything down and people get the message
             | that this is serious irrespective of the actual dangers
             | they personally face.
        
               | xxxxxxx12 wrote:
               | > shut everything down and people get the message that
               | this is serious
               | 
               | the Pajama Class say this and then wonder why their
               | "messaging" doesn't go over well with anyone who's not
               | able to log into zoom and chat it up with their
               | comfortable, salaried, urban-elitist compatriots
        
               | Retric wrote:
               | I am sorry that reality doesn't line up with your
               | preconceived notions so you feel the need to lash out
               | with name calling etc.
               | 
               | Consider sitting, back taking a deep breath, and then
               | stepping away from the computer to do something you
               | enjoy.
        
               | xxxxxxx12 wrote:
               | > reality doesn't line up with your preconceived notions
               | 
               | I'm claiming this precise thing, that you're arrogantly
               | presuming that _everyone_ can just hole up in their house
               | like the elite class of people who do nothing but berate
               | the (almost always) lower class people who do not have
               | the privilege to stay home.
        
               | joshuamorton wrote:
               | > that you're arrogantly presuming that everyone
               | 
               | Gp didn't claim that. You're putting words in their mouth
               | and lashing out for things they never said.
               | 
               | A reasonable interpretation of their claims is that even
               | if not everyone can hole up, government policies that are
               | intense encourage everyone to hole up as much as they
               | can.
               | 
               | It's also worth mentioning that many, many working class
               | people did not enjoy the fact that they had to take on
               | risk in order to survive. Pretending everything is fine
               | simply offloads even more risk onto those people.
        
               | xxxxxxx12 wrote:
               | You do realize that normative claims like "they ought",
               | "government should", etc. are precisely the faculty-
               | lounge, haughty idealism, that's worth absolutely nothing
               | to people _as they are_ , spoken from a position of
               | privilege, condescension and fake expertise?
               | 
               | Notice how teachers act as though they're above everyone
               | else? Refusing to work, whereas normal people that aren't
               | of means largely kept working, and didn't act like
               | paranoid agoraphobes exaggerating their actual risk?
               | 
               | It's no secret that most people overestimate their risk
               | by an order(if not multiple) of magnitude.
        
               | joshuamorton wrote:
               | This has nothing to do with what I or the other poster
               | said. I'll reiterate that many people who were forced to
               | work were not happy about that fact.
               | 
               | You're somewhere between pretending those people don't
               | exist and claiming that those lower class people who
               | didn't want to work but had to are also morally bankrupt.
               | It's neither coherent nor respectful of those you claim
               | to be defending.
        
               | xxxxxxx12 wrote:
               | Per your bio, you work at Google. You're divorced from
               | the experience of struggling people.
        
           | xxxxxxx12 wrote:
           | > and then happy that their assumptions where validated by
           | their models
           | 
           | This was done in the pro-lockdown measures camp all the time,
           | epidemiologists, etc. love using models based on assumptions
           | that are used to show scenarios as evidence of the original
           | assumptions.
        
         | jonplackett wrote:
         | I thought that the purpose of lockdown (in the UK at least) was
         | to prevent health care from being overwhelmed, at which point
         | deaths would drastically increase.
         | 
         | So we don't really know how many people would have died without
         | lockdown to make a comparison, but it would have been a lot
         | higher.
         | 
         | If the health service is completely overloaded it means people
         | would start dying from all sorts of other things too.
         | 
         | Am I missing the point?
        
           | xxxxxxx12 wrote:
           | > I thought that the purpose of lockdown (in the UK at least)
           | was to prevent health care from being overwhelmed
           | 
           | Which never really pans out (field hospitals, hospital ship
           | sent to NYC, etc.) - they got strained and perhaps local
           | spots overwhelmed, but never doomsday scenarios we hear
           | bandied about without any evidence. His point is that
           | lockdown doesn't really change behavior and places that don't
           | have strong mandates end up largely practicing safer behavior
           | anyway.
           | 
           | I think there's also a strong argument that lockdown ends up
           | decreasing the time spent outdoors, which promotes spread.
        
             | Clewza313 wrote:
             | If you're looking for a doomsday scenario, what's happening
             | in India _right now_ is probably the worst we 've seen
             | since the pandemic started. Essentially every hospital in
             | every major city is full and there are patients dying
             | outside.
        
               | ansible wrote:
               | Yup. Having insufficient bed space and medical supplies
               | will kill people that might otherwise have survived a
               | Covid-19 infection.
               | 
               | Anything and everything must be done in each country to
               | prevent the hospitals from filling up.
        
               | calvano915 wrote:
               | Was also looking real bad in Brazil a few weeks ago.
        
               | greedo wrote:
               | Still is. I expect Brazil to exceed the US death toll in
               | about 100 days.
        
               | xxxxxxx12 wrote:
               | They've got a fundamentally different society and
               | lockdown is a luxury policy that only rich nations (and
               | people) can afford.
        
               | pessimizer wrote:
               | > They've got a fundamentally different society
               | 
               | You have to say more than this.
        
             | majormajor wrote:
             | > Which never really pans out (field hospitals, hospital
             | ship sent to NYC, etc.) - they got strained and perhaps
             | local spots overwhelmed, but never doomsday scenarios we
             | hear bandied about without any evidence.
             | 
             | "The thing you were trying to prevent didn't happen,
             | therefore you didn't need to try to prevent it" is really
             | curious reasoning. "It didn't happen, therefore it was
             | because we did this things" is also a weak claim, but the
             | reverse seems far sillier. Especially if you look at the
             | hot spots where things got worst, like Italy or India.
             | Instead of being glad we avoided that, we're whining that
             | we had to do anything at all.
             | 
             | > His point is that lockdown doesn't really change behavior
             | and places that don't have strong mandates end up largely
             | practicing safer behavior anyway.
             | 
             | Again, this is a curious claim. If lockdown doesn't really
             | change behavior, how can lockdown be responsible for the
             | things it's being blamed for like isolation and economic
             | impact? That is then the fault of the pandemic, and the
             | natural behavior changes that resulted, instead!
             | 
             | Note how toilet paper was gone from grocery stores BEFORE
             | any official action was taken.
        
           | DeusExMachina wrote:
           | I guess the point is that if lockdowns are ineffective, you
           | are going to reach the overload point regardless. The fact
           | that it did not happen means that I would not have happened
           | anyway.
        
             | ashtonkem wrote:
             | You're treating healthcare overload as a binary condition
             | when it is not. It matters how much your healthcare system
             | is overloaded. If the system is 10% over capacity, then 1
             | out of 11 people aren't getting proper treatment and run an
             | increased risk of dying. If your system is 50% over
             | capacity then only 2 out of 3 people are getting proper
             | treatment. Neither is great, but they're objectively not
             | the same levels of risk or outcome.
             | 
             | Even if lockdowns are ineffective at preventing overload,
             | it doesn't follow that they can't reduce the severity of
             | that overload, or that the outcome would be the same either
             | way.
        
             | saiya-jin wrote:
             | That's quite a bit of stretch to say. There are thousands
             | scenarios where medical system would collapse completely
             | and people would either make it on their own or die. With
             | secondary effect of everybody else with life-threatening
             | condition dying too.
             | 
             | Would it be end of humankind? Nope, but I sure as hell
             | don't want to be part of such selfish civilization just
             | that cashflow is maintained
        
         | tgb wrote:
         | They're arguing simultaneously "lockdowns had no impact on
         | people's behavior and therefore had no benefit" and "lockdowns
         | had massive negative costs". Lo and behold that is the _exact_
         | mistake the paper is making! It 's basing the cost analysis off
         | the following question:
         | 
         | >Suppose you could either live a year of life in the COVID era,
         | or X months under normal conditions. What's the value of X that
         | makes the AVERAGE American indifferent?
         | 
         | Yet you'll notice this is _not_ about lockdown versus non-
         | lockdown this is  "normal" versus COVID. Moreover, the number
         | they use for X is just made-up. Talk about the pot calling the
         | kettle black - this is the exact mistake the author goes on and
         | on about for the other side of the cost/benefit equation.
         | 
         | This paper is super sketchy in other ways - it's clearly a
         | personal diatribe, not an attempt to be accurate. Like:
         | 
         | > Lockdown is a formal,state-mandated "one size fits all"
         | version of the social norm "keep your distancefrom people who
         | are sick."
         | 
         | Is the author unaware of asymptomatic transmission? If all we
         | had to do was keep away from sick people, then this would have
         | been a SARS-1 outcome.
         | 
         | > As a result, the ICL model made some dire predictions ... For
         | instance: "In the (unlikely) absence of any control measures or
         | spontaneous changes in individual behaviour ... In total,in an
         | unmitigated epidemic, we would predict approximately 510,000
         | deaths in GB and 2.2 million in the US..."
         | 
         | The US has achieved 1/4 of those deaths _with behavioral
         | changes_ (from lockdowns or not), so 2 million without any
         | behavioral changes seems like a good estimate from early data.
         | 
         | Fig 2B is clearly over-fit on past data. I doubt it will hold
         | up well.
        
           | xxxxxxx12 wrote:
           | > "lockdowns had no impact on people's behavior and therefore
           | had no benefit" and "lockdowns had massive negative costs"
           | 
           | I think you're overlooking the idea that "lockdowns", as we
           | know them, do little other than impose massive costs and
           | anxieties on society, while failing to achieve their main
           | objective i.e. complete immobilization and eradication.
           | 
           | So you end up with all the costs of the policy with little
           | upside because the dynamics of spread seem very
           | heterogeneous, mass-spread seems to happen in relatively few
           | people in very particular scenarios (crowded _indoor_ areas -
           | notice that lockdown ends up pushing the entire society,
           | especially the least healthy and most vulnerable, indoors).
        
             | amanaplanacanal wrote:
             | It depends some on how lockdowns are implemented. Where I
             | live, for instance, they outlaw indoor dining but still
             | allow outdoor dining, which seems to me to be exactly what
             | they should do.
        
       | CodeWriter23 wrote:
       | Big problem with this type of calculation: it is based on the
       | prior n-years of data. These figures do not consider that the
       | just this year, the leading edge of Baby Boomers are achieving
       | their average life expectancy and dying. There needs to be some
       | corrective math that takes the birth rate at (current year -
       | average life expectancy) into account.
        
         | Thiez wrote:
         | I doubt a rising wave of baby boomer deaths is going to have a
         | significant change on those statistics, but if your objection
         | is correct, the death rate should continue to rise, so in a
         | couple of years we can look back and see if you were right. Or
         | look at mortality by age.
        
         | jnwatson wrote:
         | We don't have a system where you hit 75 years old and drop
         | dead. Everybody got a year older, and ~21% of those were baby
         | boomers. The statistical impact of that on a year-by-year basis
         | is minimal.
        
           | CodeWriter23 wrote:
           | On average, that's exactly the system we have. Nice attempt
           | at sounding authoritative while attempting to invert a
           | fundamental reality, that more births obviously results in
           | more deaths.
        
       | DataDaoDe wrote:
       | One thing I would like to know, and I don't know enough about
       | mortality measures so maybe someone who does could chip in, would
       | be essentially what is the probability of observing a year like
       | 2020 with respect to all cause mortality. Is it in 99th-
       | percentile or are we looking at an observation within a standard
       | deviation of the expected value,etc.
        
         | simonh wrote:
         | Given the range of values over 5 years it seems pretty unlikely
         | for most states, but might not be out of the question for say
         | Hawaii or Vermont say. Unlikely, but not impossible.
         | 
         | One factor to bear in mind is the 5 year period includes a
         | particularly nasty flu season in 2017-18 so the last 5 year
         | period includes a high outlier.
         | 
         | The thing is over the long term all kinds of outlier events pop
         | up, like this one, but it's hard to think of any with this
         | magnitude. 9/11 killed 3k people in one go, but that's only one
         | tenth of the excess deaths in New York from Covid in a single
         | month. Even the 1906 Earthquake that devastated San Francisco
         | only killed less than 1% of the city's population. World War 2
         | had an appreciable effect of course at 300k deaths over about 3
         | years.
         | 
         | If we're including other pandemics of course there's the
         | Spanish Flu which also killed about half a million Americans or
         | more, against a population a third the size.
        
         | JoeData wrote:
         | Short answer: In the U.S., 12 standard deviations.
         | 
         | In the U.S., deaths were 16%-17% higher than expected. The
         | death rate was 17.8% higher than in 2019. Excess deaths were
         | higher in 1918, but every other year since 1900 is lower.
         | 
         | Using 1946-2019 as our sample, the average yearly change in
         | death rate is -0.2% with a standard deviation of about 1.47
         | (percentage points). The biggest increase in this year range
         | was 3.1% (2.2s).
         | 
         | If we go back before the antibiotic era, the biggest one-year
         | increases are in 1918 (29.3%) and 1929 (7.2%). Note that
         | statistics before 1933 don't include all states.
         | 
         | For some other ways of looking at the data, here's an
         | economists blog post:
         | https://economistwritingeveryday.com/2021/01/06/excess-morta...
         | 
         | (He was writing in January, so had less complete stats.)
        
           | DataDaoDe wrote:
           | Thanks! That blog post was an interesting read, age adjusted
           | mortality rates was something that hadn't occurred to me as
           | someone unfamiliar with this type of data.
        
         | Tade0 wrote:
         | As a data point in my country (Poland) there haven't been that
         | many deaths since WW2.
         | 
         | The pre-war population of this country was around 34mln - a
         | figure reached again in the early 70s - while currently it's
         | slightly less than 38mln, so this event can definitely be seen
         | as rare.
        
       | StavrosK wrote:
       | This is terrible, but at least I can show this to my "AlL-CaUsE
       | MorTAlItY WiLl Be tHe SaMe" friend so he can ignore it.
        
         | heswrongsoru wrote:
         | You're made for each other. Excess deaths capture the deaths
         | from lockdown related causes too, like my grandmother, who died
         | when her social life was indefinitely stopped, and teenagers
         | that committed suicide due to lockdowns
         | 
         | Excess deaths don't tell us how deadly COVID really was, they
         | tell us how deadly COVID plus the COVID response really were.
         | 
         | Someday historians will argue: which was worse? The disease or
         | the treatment? I don't think it's as clear cut in reality as
         | you or your "friend" that you're mocking think.
         | 
         | Maybe both of you should try listening to the people you
         | disagree with
        
           | watwut wrote:
           | > teenagers that committed suicide due to lockdowns
           | 
           | This turned out to be false expectation. Turns out that while
           | teenagers were unhappy and did not enjoyed the situation,
           | they were able to adapt without destroying themselves.
        
           | StavrosK wrote:
           | > Excess deaths capture the deaths from lockdown related
           | causes too, like my grandmother, who died when her social
           | life was indefinitely stopped, and teenagers that committed
           | suicide due to lockdowns
           | 
           | If only we had an easy mathematical tool to calculate how
           | many people in the excess mortality numbers didn't die of
           | COVID. We could call it "subtraction".
        
           | audunw wrote:
           | The problem with blaming the response, is that a strong
           | response with very strict lockdowns is sometimes a result of
           | a weak early response. That is, if you hesitate with doing
           | lockdowns, you'll eventually be forced to do a much more
           | severe and longer lasting lockdown anyway. A weak response
           | will also overrun the hospitals, which makes it difficult for
           | them to diagnose and treat other diseases.
           | 
           | Norway has had no significant excess mortality through the
           | entire pandemic. In recent months it has been well below 0%.
           | It has been consistently been better than Sweden, which has
           | had less restrictions and a similar culture.
           | 
           | https://ourworldindata.org/grapher/excess-mortality-p-
           | scores...
           | 
           | The restrictions in Norway has been less severe than many
           | places with higher excess mortality. Why is that? My theory
           | is that Norwegians have been very compliant with advice and
           | restrictions set by the government, and the government has
           | been pro-active with enacting restrictions. This has helped
           | contain and suppress the spread of the virus to smaller
           | geographical regions, so that other areas can avoid
           | lockdowns. And it reduces the duration of outbreaks, meaning
           | you can lift restrictions again more quickly.
           | 
           | So my theory is that fighting against restrictions is
           | extremely counter-productive. It only serves to create a
           | culture of ignoring government advice, and makes politicians
           | hesitate to enact necessary restrictions early, with the end
           | result being more restrictions in total, not less.
        
             | petertodd wrote:
             | Sweden had an abnormally low death rate in 2019; Norway did
             | not. Averaged over the past two years, Sweden's death rate
             | in 2019 and 2020 is just 1.2% above 2018, as compared to
             | Norway's 0.48% below 2018.
             | 
             | It's quite likely that many people who would have died in
             | 2019 in a normal year died in 2020 instead.
             | 
             | https://www.statista.com/statistics/611743/number-of-
             | deaths-...
             | https://www.statista.com/statistics/525353/sweden-number-
             | of-...
        
           | pnutjam wrote:
           | I love it when people who ignore all the data and intelligent
           | discussion around a subject argue that people aren't
           | listening to them.
        
           | samth wrote:
           | Suicides were down in 2020 in the US. Australia had long and
           | strict lockdowns, so has Vietnam. But they have negative
           | excess deaths in 2020. There's no evidence whatsoever that
           | lockdowns increased deaths, with the possible exception of an
           | increase in fatal traffic accidents due to more speeding.
        
       | 015UUZn8aEvW wrote:
       | I'd like to see a version of this analysis that incorporates all-
       | cause mortality from a much larger time period; say the past
       | fifty years rather than the past five.
        
         | dennis_jeeves wrote:
         | Lies, damn lies and statistics.
        
         | StavrosK wrote:
         | Why?
        
           | 015UUZn8aEvW wrote:
           | Because it would give people a better intuitive sense of how
           | bad COVID is in a larger civilizational/historical context.
           | 
           | Over the past 12+ months, people have accepted enormous
           | infringements on freedoms in their everyday lives. Many of
           | the public health measures that we take as a matter of course
           | in the "new normal" - lockdowns, social distancing, extended
           | closing of churches, etc.- are things that would have been
           | almost unthinkable as recently as January of 2020.
           | 
           | If you look far enough back, to some point in the twentieth
           | century, you'll find a time at which the baseline infectious
           | disease risk in everyday life was higher than it has been in
           | the COVID-era US. But people at that time went to crowded
           | theaters, ate in restaurants, packed together in churches and
           | schools, and so on. Restricting these things could have
           | decreased their all-cause mortality, but they clearly found
           | that option unacceptable.
           | 
           | Note that this isn't an issue of whether people "believe in
           | science" or "believe in data". It's an issue of risk
           | tolerance. People a few generations ago understood the Germ
           | Theory of Disease perfectly well, and they knew that they
           | could reduce the spread of infectious disease by implementing
           | the kinds of measures we've implemented for COVID. And yet
           | they didn't implement these measures, except in very minor
           | and temporary ways. We've become far more risk-averse than
           | they were. And the question of whether that's a good thing is
           | not an empirical question.
        
             | StavrosK wrote:
             | I don't understand your argument. You're saying that
             | because people didn't mind dying from infectous diseases at
             | a time where scraping your hand could prove deadly, we
             | shouldn't mind it today either?
        
               | 015UUZn8aEvW wrote:
               | It's not a question of what people "mind" or "don't
               | mind", it's a question of what level of risk people will
               | accept in order to live a normal life. Hiding away from
               | people may reduce risk in a lot of ways, but most people
               | find it unacceptable.
               | 
               | Before COVID, I was under the impression that most
               | Americans found "Give me liberty or give me death" an
               | admirable sentiment. But it turns out that I was mistaken
               | about that.
        
               | SketchySeaBeast wrote:
               | > Before COVID, I was under the impression that most
               | Americans found "Give me liberty or give me death" an
               | admirable sentiment.
               | 
               | Are you under the impression that you were experiencing
               | pure liberty before COVID? Because it's pretty obvious to
               | me that there was an acceptable level of restraints that
               | society generally agreed to, and those levels changed due
               | to the pandemic. It's a fun saying, but it's in no way,
               | shape, or form realistic.
        
               | CountDrewku wrote:
               | Are you suggesting that since we didn't have full liberty
               | before the pandemic we should be ok with less liberty
               | during the pandemic and into the future? Because by
               | accepting these measures now I can guarantee they'll
               | become the new norm just like the changes after 9/11.
        
               | SketchySeaBeast wrote:
               | > Because by accepting these measures now I can guarantee
               | they'll become the new norm just like the changes after
               | 9/11.
               | 
               | What measures are you referring to with this? Masks
               | clearly aren't going to stay around, and there's a push
               | to reopen everything and get life back to normal as soon
               | as possible.
        
               | watwut wrote:
               | > Before COVID, I was under the impression that most
               | Americans found "Give me liberty or give me death" an
               | admirable sentiment. But it turns out that I was mistaken
               | about that.
               | 
               | America is country with most strict safety standards in
               | pretty much anything I ever heard of. Including kids
               | playground structures.
        
               | caddemon wrote:
               | 50 years ago was 1970. I agree that just comparing last
               | year's death rate directly to rates from the past 50
               | years would be a bad analysis, but I think this is some
               | hyperbole too.
        
             | amanaplanacanal wrote:
             | That doesn't seem like an empirical question at all.
             | Whether it's a good thing depends on what you value.
        
           | caddemon wrote:
           | In a vacuum it would give you more of a sense about how much
           | of an outlier this year was. But obviously enough other
           | things have changed over the last 50 years that the numbers
           | would stop being comparable. Perhaps looking at a 5 year
           | sliding window to see how big the peaks usually are relative
           | to their surrounding years could get at this with a bit less
           | confounding.
        
             | SketchySeaBeast wrote:
             | Which is exactly what the article did in its first graph.
        
               | caddemon wrote:
               | Unless I'm missing something they only use a single 5
               | year window to look at the 2020 peak. I meant if you
               | slide the window back over the past 50 years, what other
               | peaks show up and how much larger are they then the other
               | years in their window?
        
               | SketchySeaBeast wrote:
               | Ah, I misunderstood your point. You're missing nothing.
        
         | happytoexplain wrote:
         | While that would be interesting, it would be a less direct
         | measure of COVID's impact, as other variables are introduced.
        
           | shadowgovt wrote:
           | The tricky thing about discussing covid-19 mortality is that
           | there are always confounding variables. The disease is
           | deadlier for people with pre-existing conditions,
           | particularly cardiovascular.
           | 
           | A common line of argument online is "it's just the flu, and
           | we don't panic like this for flu season every year."
           | Observing a spike in total deaths puts that line of thought
           | to the test.
        
             | [deleted]
        
       | mensetmanusman wrote:
       | Why does it only go until 2015?
       | 
       | This seems like data that would be better understood as per
       | capita all cause mortality versus time over the last century.
       | 
       | Anyone know where to find that plot?
        
         | StavrosK wrote:
         | Why? You want to compare pre-COVID to COVID.
        
         | SketchySeaBeast wrote:
         | Wouldn't you end up confounding a lot of different issues with
         | that? Lifestyles and medicine has radically changed a fair bit
         | in the last century, and so you'd end up with a bunch of
         | confounding factors.
        
           | mensetmanusman wrote:
           | https://www.nytimes.com/interactive/2021/04/23/us/covid-19-d.
           | ..
           | 
           | This is close to the analysis of interest.
           | 
           | It's true there are so many confounding issues, e.g. obesity
           | rates have never been higher and are a huge cofactors,
           | population inversion, etc.
        
             | StavrosK wrote:
             | Interesting that _way_ fewer people died after the 1918
             | pandemic. I assume it  "weeded out" all the people who were
             | likely to die soon anyway, but what's more interesting is
             | that the negative bar seems to be _longer_ than the
             | positive one, which would somehow mean that the pandemic
             | _saved_ lives? Very odd.
        
               | caddemon wrote:
               | Assuming it's not just noise, could be that technology
               | developed or cultural norms changed because of the
               | pandemic saved some lives down the line.
               | 
               | Also, weren't deaths in the first year of life much more
               | common back then? Maybe there were just significantly
               | less people having kids right after the pandemic.
        
               | Jtsummers wrote:
               | 1918 was also during WWI. While they mark that with the
               | pandemic, are they including US service member deaths
               | during the war in death totals? I'm trying to find a
               | breakdown by year, but the total US deaths from the war
               | was around 100k.
               | 
               | Even taking them as evenly distributed over 1914-1918
               | (inaccurate) that's 20k extra deaths in each of those
               | years.
        
           | MattGaiser wrote:
           | Antibiotics became widely used in the last 100 years. We've
           | learned a lot as a species in that time.
        
             | SketchySeaBeast wrote:
             | Exactly. And we've gotten better with cancer, but we've
             | gotten worse with obesity. There's a bunch of layers to
             | apply, so I don't know how factoring in the excess
             | mortality from 1957 or 1942 is particularly useful if
             | you're looking at how much upset COVID causes society.
        
       | sim_card_map wrote:
       | For some reason Europe saw a lot fewer excess deaths in 2020.
       | 
       | For example, in Germany it was only ~ +3%, and Sweden, which
       | didn't lock down and had no mask mandates, had a lower death rate
       | than in 2012:
       | 
       | https://i.redd.it/73x3fysmu7k61.png
        
         | [deleted]
        
         | StavrosK wrote:
         | That's interesting, why is that?
        
           | caddemon wrote:
           | I'm not sure it's really a good comparison to pick a subset
           | of European countries and compare them to the whole US. Some
           | countries seem to have handled it better than others, which
           | we could definitely learn from, but I don't think it is a US
           | vs Europe problem like some other commenters seem to be
           | implying. We could also compare Italy, Belgium, Hungary to
           | Vermont.
        
           | tokai wrote:
           | Higher obesity in US maybe?
        
             | StavrosK wrote:
             | I doubt the entire US became sharply more obese in the past
             | year, though, so much so that it also died from it.
        
               | awild wrote:
               | I'm assuming tokai is saying that because obese people
               | are more likely to have complications from Covid19, the
               | US saw a higher increase in excess deaths, given that the
               | obesity rate is higher than eg Germany.
        
               | StavrosK wrote:
               | Oh, I see, I thought they meant that the excess deaths
               | were caused by obesity, not by COVID19 leading to higher
               | rates of death among the obese. That makes more sense.
        
               | HideousKojima wrote:
               | This also explains some of the racial disparities in
               | COVID deaths since the obesity rate for blacks is 49.6%
               | vs 44.8% for Hispanics, 42.2% for whites, and 17.4% for
               | Asians
        
               | croon wrote:
               | The suggestion wasn't that they were dying from obesity,
               | but from its correlation with covid. Not sure if it can
               | account for the increase, but in conjunction with pretty
               | terrible handling of the crisis during 2020 I could
               | imagine it at least.
        
               | StavrosK wrote:
               | That makes sense, I misunderstood, thanks.
        
               | graywh wrote:
               | the US was already more obese than Germany -- and obesity
               | seems to correlate with higher covid-19 mortality
        
               | alexilliamson wrote:
               | But the pandemic could have hit the more obese American
               | population harder.
        
               | [deleted]
        
           | spamizbad wrote:
           | Probably a combination of:
           | 
           | - US letting it rip through vulnerable populations with the
           | promise of "herd immunity" being right around the corner
           | 
           | - Fewer hospital beds available in less populous areas.
           | 
           | - Taking COVID seriously became a culture war issue. So while
           | some countries might've had its youth catch it while mostly
           | keeping it away from older populous, the US had the opposite:
           | less vulnerable youth took it relatively seriously, with lots
           | of 60+ flaunting safety measures they felt were oppressive
        
         | ohlookabird wrote:
         | It seems to vary also a lot by region. Take for instance this
         | local news article from yesterday about excess death in some
         | east German states:
         | https://www.dnn.de/Region/Mitteldeutschland/Uebersterblichke...
         | 
         | Among other things it says the excess death in last December
         | among members of a large health insurer (AOK) rose to 250% of
         | the previous year in various heavy hit regions like Zwickau,
         | Gorlitz and Sachsische Schweiz ("So stieg die Ubersterblichkeit
         | im vergangenen Dezember unter den sachsischen AOK-Mitgliedern
         | in den Landkreisen Zwickau, Gorlitz und Sachsische Schweiz auf
         | 250 Prozent des Vorjahresniveau.").
        
         | neatze wrote:
         | Europe is light years ahead in medical emergency services, when
         | compared to US, this my limited observation, I am EMT volunteer
         | in US.
        
           | mekkkkkk wrote:
           | That's interesting. I'm a layman at best, but I've always
           | heard that the US health care infrastructure is really good,
           | as long as you are eligible for care in the first place.
           | Given the potential astronomical cost of a sudden uninsured
           | health emergency, it would seem that the money is there for
           | it to be that way at least. I'm not american so I've only
           | heard anecdotes though.
        
             | neatze wrote:
             | I meant in terms of emergency services response in general
             | and transport/care from incident to hospital. I can't speak
             | much about care in hospitals. But initial response to COVID
             | was substantially worse in US then in Europe, in my
             | subjective perspective.
        
         | whizzter wrote:
         | Sure, but if you look at the general trend in Sweden the death
         | rate had been in a steady decline for many years so 2020 was a
         | clear trend breaker.
         | 
         | Some call Sweden a nanny state and it's true in some regards as
         | there had been changes to regulations (esp laws regarding
         | smoking in bars,etc), comprehensive cancer screening
         | initiatives, road construction laws,etc to decrease the impact
         | of common mortality causes.
        
         | caddemon wrote:
         | Germany was one of the countries that I remember handling it
         | pretty well in the early days though. Italy, Spain, Belgium,
         | and to some extent UK and France were the ones towards the top
         | of the Worldometers per capita deaths IIRC.
         | 
         | What I wonder from that table though is why does Germany seem
         | to have a higher death rate than peer countries over the prior
         | few years? They are in line with Estonia and noticably higher
         | than all the other countries listed.
        
           | etripe wrote:
           | Well, the first outbreaks in Europe were in Italy and Spain,
           | too, so I'd say they had more of an excuse than the rest of
           | us.
           | 
           | A big contributor (at least according to local
           | epidemiologists) was the numbers here in Belgium were over
           | reported, whereas most countries under reported. There was
           | also an issue getting accurate numbers, because (mostly
           | privately run) elderly homes weren't looking into it
           | carefully enough to distinguish between Covid and other
           | causes. That said, balls were definitely dropped.
        
         | tucosan wrote:
         | Especially for Germany, the statistics are not complete for
         | 2020. They will be in a few months hopefully.
        
       | HideousKojima wrote:
       | I'm curious if there's a good way to breakdown how much is caused
       | by COVID vs., say, caused by the lockdown (i.e. delayed elective
       | medical procedures, suicides, etc.). For example the US suicide
       | rate declined from 2018 to 2019, but went back up in 2020.
       | Naively assuming that all of the increase was due to the effects
       | of the lockdowns would attribute ~2,880 suicides to them (or more
       | if in a counterfactual world the suicide rate was going to
       | continue declining if there hadn't been a lockdown). Obviously
       | the real causes of these suicides would be difficult to
       | impossible to determine with certainty, making this a difficult
       | path to explore.
       | 
       | In the UK a study predicts a 7.9-9.6% increase in breast cancer
       | deaths within 5 years of diagnosis due to diagnostic delays
       | caused by COVID. For other cancers their estimates vary, i.e.
       | 15.3%-16.6% for colorectal, 4.8%-5.3% for lung, etc. thelancet.co
       | m/journals/lanonc/article/PIIS1470-2045(20)30388-0/fulltext
       | 
       | Basically I guess what I'm really trying to get at is that while
       | COVID is certainly a terrible disease, there seems to have been
       | little to no cost-benefit analysis performed by policy makers
       | regarding the lockdowns and other attempts to combat it.
        
         | insickness wrote:
         | The health impacts due to social/psychological effects alone of
         | lockdown may be substantial. As an analogue, the annual spike
         | of deaths around the holiday period increases "somewhere
         | between 3% and 9% depending on the demographic group you look
         | at, and between 1% and 10%, depending on the cause of death
         | analyzed."
         | 
         | https://www.us-funerals.com/deaths-spike-on-christmas-day/
        
         | xorfish wrote:
         | You could compare the excess deaths for New Zealand, South
         | Korea, Australia and other countries that were able to prevent
         | Sars-CoV-2 from spreading with strict lockdowns.
         | 
         | Diagnostic delays are not caused by lockdowns. They are caused
         | by an overwhelmed health care system or the fear of infection,
         | both of which are caused by high incidence.
         | 
         | You also need to consider the damage that long covid possibly
         | do over the next 30 years. If only 1% of the working age
         | population that got infected suffers permanent disability, then
         | the cost-benefit analysis will show that a low incidence
         | strategy is clearly the better strategy.
         | 
         | Here are the statistics for Australia. They had a strict
         | lockdown when cases where high.
         | 
         | https://www.abs.gov.au/statistics/health/causes-death/provis...
        
           | xupybd wrote:
           | To add some stats. In Au and NZ we had a big drop in flu
           | cases https://info.flutracking.net/reports-2/new-zealand-
           | reports/
           | 
           | Not sure what that did to the death rate.
        
           | orangecat wrote:
           | _You also need to consider the damage that long covid
           | possibly do over the next 30 years._
           | 
           | Yes, and also the long term damage of lockdowns. Some
           | children will be permanently harmed by the loss of education,
           | and many people will be dealing with the effects of social
           | isolation for quite a while.
        
           | redis_mlc wrote:
           | > Diagnostic delays are not caused by lockdowns. They are
           | caused by an overwhelmed health care system or the fear of
           | infection, both of which are caused by high incidence.
           | 
           | That's simply false.
           | 
           | It was reported that a lot of US hospitals layed off elective
           | staff through most of 2020.
        
           | aqme28 wrote:
           | Or even by state. Hawaii had a strict lockdown but low excess
           | mortality.
           | 
           | Arizona and Texas had weak lockdowns but high excess
           | mortality.
        
             | chrisco255 wrote:
             | There's absolutely no correlation between lockdown policy
             | and mortality. For example, click the link above and
             | compare Florida to California. Florida has been wide open
             | since last summer (over 9 months now) and has performed
             | about the same as California. And you can cherry pick
             | Hawaii, but New York and New Jersey have been among the
             | most strict lockdowns and they find themselves in the top
             | 3.
             | 
             | It seems to help to be an island country or state though,
             | or a geographically isolated region like South Korea or
             | Alaska, as they can screen people coming into the country
             | and there's not a lot of cross-pollination with tight
             | border controls.
        
               | melling wrote:
               | This is a falsehood that people have been promoting since
               | last summer
               | 
               | From the WSJ on July 16th, 2020, someone trying to
               | promote the idea that it was only a Blue state problem:
               | 
               | =======***
               | 
               | "Here are some real numbers to put things into context,
               | and it's obvious the problem is certain incompetent blue
               | state governors.
               | 
               | As of today:
               | 
               | Florida (population 23M) COVID deaths: 4,782
               | 
               | Texas (population 30M) COVID deaths: 3,561
               | 
               | New York (population 19M) Covid deaths: 25,014
               | 
               | New Jersey (population 9M) COVID deaths: 15,665"
               | 
               | =====
               | 
               | I recently compared these numbers in early March I
               | believe
               | 
               | Florida: 31,523 for 26,741 additional deaths
               | 
               | New Jersey: 23,521 for 7856 additional deaths
               | 
               | New York: 48,410 for 23,396 additional deaths
               | 
               | Texas: 45,274 for 41,713 additional deaths
               | 
               | -------------
               | 
               | NY: 48,410/25,014 = 1.9 times more death
               | 
               | FL: 31,523/4,782 = 6.5 times more death
               | 
               | Florida and Texas lead in deaths after the first wave
               | 
               | March 6, 2021
               | 
               | Florida: 31,523 for 26,741 additional deaths
               | 
               | New Jersey: 23,521 for 7856 additional deaths
               | 
               | New York: 48,410 for 23,396 additional deaths
               | 
               | Texas: 45,274 for 41,713 additional deaths
        
               | petertodd wrote:
               | > Florida has been wide open since last summer (over 9
               | months now) and has performed about the same as
               | California.
               | 
               | Remember that Florida has a significantly older
               | population than California too. 2.1% of the population
               | >85 years old vs 1.3%; 17.6% over 65 years old vs 10.6%.
               | COVID deaths are very concentrated in the elderly. The
               | CDC estimates that the 85+ age group has a 8700x higher
               | chance an infection leading to death, and a 95x higher
               | chance of infection leading to hospitalization, than the
               | 5-17 age group. The article appears to be using non-age-
               | adjusted excess deaths. So California and Florida being
               | equal is a strong sign that California did significantly
               | worse.
               | 
               | https://www.infoplease.com/us/census/florida/demographic-
               | sta...
               | 
               | https://www.infoplease.com/us/census/california/demograph
               | ic-...
               | 
               | https://www.cdc.gov/coronavirus/2019-ncov/covid-
               | data/investi...
        
               | melling wrote:
               | How much other causation have you looked into? For
               | example population density?
               | 
               | Miami is a small city of 500,000 people.
        
               | floxy wrote:
               | The Miami metropolitan area population is 6,000,000.
               | 
               | https://en.wikipedia.org/wiki/List_of_metropolitan_statis
               | tic...
               | 
               | ...with a density of 1004 people / sq. mi., compared to
               | the NY metro area with a density of 5313 people / sq.
               | mi..
               | 
               | https://en.wikipedia.org/wiki/Miami_metropolitan_area
               | 
               | https://en.wikipedia.org/wiki/New_York_metropolitan_area#
               | com...
        
               | melling wrote:
               | Yes, NY is clearly is densely populated. I guess I would
               | look for the differences with California.
               | 
               | LA has more people (13.2 million) but appears to be less
               | densely populated with 550 people per sq mile.
               | 
               | I didn't follow California but I know Florida was offered
               | as a place that not locking down worked.
               | 
               | I can look into it a little more. Florida has a lot of
               | cases, and most came after the first wave. The same with
               | Texas.
        
         | viraptor wrote:
         | > caused by the lockdown (i.e. delayed elective medical
         | procedures, suicides, etc.)
         | 
         | That's a dangerous way to phrase it. People would delay the
         | elective medical procedures due to covid, even without
         | lockdown. Overwhelmed hospitals would enforce the same. The
         | covid/lockdown split of excess deaths is very complicated in
         | itself.
        
           | Mediterraneo10 wrote:
           | > Overwhelmed hospitals would enforce the same.
           | 
           | Not necessarily. There is always the option of triaging COVID
           | victims into palliative care (which can be very fast and
           | administered even by non-specialist personnel) and away from
           | intensive care. While that has never been official policy due
           | to the political optics, there have been claims that it was
           | done on a hospital-by-hospital basis in Italy and Sweden for
           | elderly victims. If the voting public were clearly informed
           | that it was an option they could choose as an alternative to
           | lockdowns, it may well have seen significant support from the
           | population.
        
           | petertodd wrote:
           | Since natural immunity is durable, an unmitigated pandemic
           | would be over sooner. So in many circumstances the hospitals
           | would be overloaded for less total time and thus lead to less
           | non-covid excess deaths.
           | 
           | Here in Canada, excess deaths in 2020 for the 15 to 64 age
           | range has been abnormally high, starting in March. Yet,
           | unlike older age groups, the level of excess does _not_
           | follow the pattern of reported COVID infections. That looks
           | like deaths from lockdown and delayed medical care.
           | 
           | I personally know people who, for example, put off getting
           | potential cancers checked out due to fear of covid.
           | Similarly, I had to convince some people to go to the
           | hospital for potentially serious non-covid symptoms who were
           | afraid to do so because of covid.
           | 
           | Source: https://mpidr.shinyapps.io/stmortality/
        
             | [deleted]
        
             | BadInformatics wrote:
             | This analysis presumes that hospital emergency and critical
             | care capacity is flexible (it's not), that we can expect
             | medical professionals to keep on performing at 100% in the
             | face of overwhelming stress (they will not), and that
             | Canada would somehow succeed at what Italy did not back in
             | the first half of 2020 by doing _even less_ mitigation. An
             | argument in favour of no mitigation would have to
             | demonstrate:
             | 
             | 1. covid-related mortality _and_ morbidity would not make
             | up for any drop in other excess deaths
             | 
             | 2. short-term stops on all non-critical care would, on
             | balance, result in a significant drop in excess deaths over
             | longer-term stops on a smaller percentage of non-critical
             | care
             | 
             | 3. hospital systems and their staff would still be intact
             | after such a large wave. This may sound crazy, but while
             | we're trading anecdotes you may be surprised at how many
             | ICU nurses considered quitting because of how hard the
             | latest surge hit. These are the people who dictate how many
             | "ICU beds" we have, not the physical beds themselves!
             | 
             | 4. that we can make any kind of meaningful analytical
             | statement on covid mortality vs excess mortality for a
             | specific age group given the lack of reporting data on
             | both. In particular, data from coroner's offices on covid
             | deaths has a huge lag time at present. Looking at case
             | counts only is a poor proxy given you have to model
             | infection -> death/recovery/discharge lag times,
             | geographical variations and healthcare capacity as well.
             | The HMD link merely provides total counts and proportions
             | with no additional commentary. You can find more specific
             | discussions on the subject [1], but they don't cover
             | demographic breakdowns over time and necessarily maintain a
             | high degree of uncertainty.
             | 
             | I don't think it's controversial to say governmental policy
             | here has been sub-optimal at best. But to say that one
             | extreme approach or the other is what we ought to have done
             | based on woefully incomplete data is a stretch too.
             | 
             | [1] https://health-
             | infobase.canada.ca/covid-19/epidemiological-s...
        
               | petertodd wrote:
               | > This analysis presumes that hospital emergency and
               | critical care capacity is flexible (it's not), that we
               | can expect medical professionals to keep on performing at
               | 100% in the face of overwhelming stress
               | 
               | No I'm not. Remember, what I said was: "So in many
               | circumstances the hospitals would be overloaded for less
               | total time and thus lead to less _non-covid excess
               | deaths_. "
               | 
               | Let's assume hospitals are severely overloaded, and are
               | simply unable to treat COVID patients. The pedantic
               | meaning of what I said will certainly be true: _non-
               | covid_ excess deaths will be less.
               | 
               | But the steel-manned version - less excess deaths in
               | total - could still be true if lockdown drags on
               | sufficiently long, and COVID-19 is sufficiently mild,
               | and/or the marginal benefit of hospital care on survival
               | is low enough.
               | 
               | > hospital systems and their staff would still be intact
               | after such a large wave. This may sound crazy, but while
               | we're trading anecdotes you may be surprised at how many
               | ICU nurses considered quitting because of how hard the
               | latest surge hit. These are the people who dictate how
               | many "ICU beds" we have, not the physical beds
               | themselves!
               | 
               | I'm well aware. Frankly, I suspect that problem is made
               | worse by a long, dragged out, pandemic. People can often
               | handle a short period of extreme stress better than they
               | can handle a much longer period of high stress.
        
               | BadInformatics wrote:
               | > Let's assume hospitals are severely overloaded, and are
               | simply unable to treat COVID patients. The pedantic
               | meaning of what I said will certainly be true: non-covid
               | excess deaths will be less.
               | 
               | Even the pedantic interpretation does not necessarily
               | hold. Though healthcare resources for life-threatening
               | conditions are not strictly zero-sum, many of them would
               | effectively be once covid overwhelms existing ICU and ED
               | capacity. There are plenty of examples of personnel being
               | pulled from e.g. cancer care or cardiology teams to help
               | in covid wards. This directly translates to increased
               | wait times for patients in those categories, much like
               | would happen if people were putting off getting checked
               | out themselves.
               | 
               | Moveover, hospitals and healthcare systems to not just
               | "bounce back" after being severely overloaded. Staffing
               | is already strained, and unless you ban clinicians from
               | taking leave you would see cascading reductions in
               | capacity after a couple months of being overloaded. This
               | is to say nothing of the equipment shortages we had in
               | the early days of the pandemic. Ultimately, patients who
               | would require care for non-covid reasons would still
               | suffer because of a massive backlog. Determining whether
               | this backlog would be larger or more/less harmful when
               | amortized compared to what we have now requires health
               | economics analysis that I am certainly not qualified to
               | perform.
               | 
               | > Frankly, I suspect that problem is made worse by a
               | long, dragged out, pandemic. People can often handle a
               | short period of extreme stress better than they can
               | handle a much longer period of high stress.
               | 
               | This feels right to me too, though I've not the
               | literature to verify it. However, it's an equally valid
               | argument for strict short-term lockdowns a la New
               | Zealand, Australia, Vietnam, Taiwan, etc. That is to say,
               | it does not follow that not mitigating is the only
               | reasonable strategy to prevent a dragged out pandemic.
               | 
               | A better (if grim) post-hoc analysis of Canada would be
               | to compare the Atlantic provinces (less densely
               | populated, strictly enforced interventions), the other
               | smaller provinces (less densely populated, few
               | interventions until recently) and the large provinces
               | (densely populated, moderate but very poorly enforced
               | interventions). My guess is that all three approaches
               | will not be found to be equally effective.
        
         | ebiester wrote:
         | Even still, you're balancing the number of people dying from
         | the lockdown against the number of people who would have died
         | if the hospitals would have been completely overwhelmed (a la
         | NYC, Wuhan, India, and Italy in various times of the pandemic.)
         | 
         | The "what ifs" get harder to calculate.
        
         | mxcrossb wrote:
         | > there seems to have been little to no cost-benefit analysis
         | performed by policy makers regarding the lockdowns and other
         | attempts to combat it.
         | 
         | What evidence do you have of this? This seems like a baseless
         | criticism.
        
         | RacfeelBudkind wrote:
         | On the other hand Covid-19 would have killed many more people
         | directly if action hadn't been taken to mitigate it's spread.
         | Probably _exponentially_ more people, based on how viruses
         | typically spread.
         | 
         | In other words, the comparison isn't between how many people
         | Covid-19 _did_ kill and how many preventative measures did. It
         | 's between how many it _would have_ killed and how many
         | preventative measures did. While there 's a lot of uncertainty
         | in how many people Covid-19 would have killed, it's still
         | certainly higher than the preventative measures.
        
           | spookthesunset wrote:
           | > Probably exponentially more people, based on how viruses
           | typically spread.
           | 
           | It will be decades before we know the answer to this, if we
           | ever do. Trying to justify these lockdowns while in the
           | middle of the storm is fools errand. Heads are running way to
           | hot and brains aren't thinking clearly.
           | 
           | What we've done over the last year represents one of the
           | largest uncontrolled public health experiments ever
           | performed. The best part is all the billions caught up in the
           | experiment never consented and many don't even know it was an
           | experiment.
           | 
           | Society has never, ever had a pandemic plan that includes
           | what we've done over the 14 months.
           | 
           | Only through the passage of time, when all the people who
           | instituted these policies are no longer with us and all the
           | costs of these lockdowns will be laid bare, will history
           | truly be able to judge our actions.
           | 
           | (Personally I think history will take an incredibly dim view
           | of lockdowns and those who enacted them)
        
             | allturtles wrote:
             | You are talking out of both sides of your mouth. How is it
             | that people who think the lockdowns were net beneficial
             | need to wait 'decades' to decide, but you're allowed to
             | conclude now that they were a terrible idea?
             | 
             | It seems to me we should all state our positions now with
             | the information we have available now, and let the future
             | take care of itself.
        
               | CountDrewku wrote:
               | Because he/she stated it as a personal opinion while the
               | other person said it as a matter of fact that couldn't be
               | questioned.
               | 
               | I'll go a step further and actually suggest that
               | authoritarian lockdown measure haven't done as much as
               | they've been touted as doing. This is pretty easy to see
               | by comparing states with less lockdown measures vs. ones
               | that went full economy shutdown. Most of the "open"
               | states aren't any worse off than the ones who went
               | lockdown crazy and in some cases they're actually better
               | off when you look at spread and death.
        
               | RacfeelBudkind wrote:
               | > Most of the "open" states aren't any worse off than the
               | ones who went lockdown crazy and in some cases they're
               | actually better off when you look at spread and death.
               | 
               | This could also indicate that states where Covid-19 had a
               | bigger impact responded by enacting stronger mitigations.
               | What makes you prefer your interpretation?
        
               | vmception wrote:
               | All while the topology in all jurisdictions is so
               | different that it will never be possible to directly
               | compare
        
               | deeg wrote:
               | What states are you comparing? Massachusetts and NYC
               | locked down pretty hard and their post-April numbers look
               | pretty good compared to, say, Texas, Florida, and South
               | Dakota.
        
             | hedora wrote:
             | The lockdowns weren't unprecedented. We did something
             | similar in 1918, and it backfired in the same ways. As a
             | bonus, last time, a much more deadly strain emerged and
             | ended up ripping through the population killing young
             | adults and middle aged people.
             | 
             | If they hadn't locked down for the first wave, they
             | probably would have reached herd immunity before the
             | second, more devastating wave. This time, we have a
             | vaccine, so we'll probably avoid that, at least.
             | 
             | That's a long-winded way of saying that it's a safe bet
             | that people will take a dim view of the 2020 lockdown in
             | hindsight.
        
               | ghaff wrote:
               | >We did something similar in 1918,
               | 
               | I looked at this a while back and, as far as I can tell,
               | there were relatively limited interventions in the US. If
               | you read beyond the headline of this link [1], for
               | example, it doesn't seem as if you had much in the way of
               | workplace closures and, in general the "non-
               | pharmaceutical interventions" were for a fairly limited
               | period of time. This study concludes they helped but the
               | data is inconsistent and hard to interpret.
               | 
               | [1] https://www.cidrap.umn.edu/news-
               | perspective/2007/08/study-sa...
               | 
               | "The researchers report that all the cities used at least
               | one of the three main categories of NPIs, and 15 used all
               | three at the same time. The most common combination was
               | school closures and public gathering bans, used by 34
               | cities for a median of 4 weeks. All the cities except New
               | York, Chicago, and New Haven (Conn.) closed their schools
               | for some period of time; the median was 6 weeks."
        
               | [deleted]
        
           | sgt101 wrote:
           | I think, very sadly, that India is giving us an insight now.
           | It must be remembered that the situation in India is into a
           | society with some immunity from earlier infections and also
           | some immunity from vaccination (I think ~10% combined) which
           | muddies the water a bit. But, still the picture of an
           | unmoderated c19 epidemic is horrifying.
        
             | petertodd wrote:
             | Something I haven't found is detailed breakdowns of who is
             | actually being infected this time around.
             | 
             | India did have very strict lockdowns. Yet, very high rates
             | of antibodies were also measured in some areas. Those
             | strict lockdowns may have been successful in shielding
             | _some_ of the population from covid, and that part of the
             | population is getting infected now. India is a very unequal
             | society, with a very wide range of wealth present in the
             | same areas.
             | 
             | In the US in some lockdown states there have been dramatic
             | differences between infection rates between different
             | socioeconomic levels. While in other states that were more
             | open, that has tended to be less true.
        
           | hedora wrote:
           | In the US, 33-50% of the population apparently had antibodies
           | pre-vaccination, and we apparently did a terrible job keeping
           | it out of nursing homes (so the percentage that caught it
           | that died was higher than it would have been across the whole
           | population).
           | 
           | So, it would have killed 2-3x more people, max. There were
           | strategies that were developed after the 1918 pandemic that
           | probably would have saved more people than the lockdown at
           | much lower cost, but they were ignored by the politicians.
           | The basic idea was to focus all resources on protecting the
           | vulnerable, and let the disease run its course quickly.
           | Effectively protecting the vulnerable during extended
           | lockdowns is extremely difficult, and the COVID lockdown was
           | no exception.
        
             | majormajor wrote:
             | > So, it would have killed 2-3x more people, max.
             | 
             | You are very cavalier with somewhere around 1.1-1.6 million
             | extra deaths, to date. That's your GOOD number?
             | 
             | If that's your anti-intervention argument, I'm unconvinced.
             | Saving a million lives is worth a lot to me.
        
             | sgt101 wrote:
             | >In the US, 33-50% of the population apparently had
             | antibodies pre-vaccination
             | 
             | Where did that number come from?
             | 
             | I have read more like 8% (https://www.thelancet.com/article
             | /S0140-6736(20)32009-2/full...)
             | 
             | So - 2 to 3x... Nope. 8 - 10x.
             | 
             | What I want to know is why you have constructed this belief
             | and want to propagate it when it is refuted by a google
             | search in 10 seconds flat?
        
               | maxerickson wrote:
               | I wonder if the theory that previously infected people
               | are reacting more strongly to the first doses is true?
               | 
               | I had no real reaction to the first one and a day of
               | increased fatigue so far with the second.
               | 
               | Anecdotally, many more people are having stronger
               | reactions to the second.
        
             | runako wrote:
             | > 2-3x more people, max
             | 
             | Rounding, that's possibly _another_ 1-2 million people.
             | Those are big numbers!
             | 
             | Also one quibble in that most of the US did not have an
             | extended lockdown. Here in GA ours lasted basically a
             | month. As others have said, people voluntarily stayed home,
             | in part because the exponents of letting the disease "run
             | its course" tended to exhibit a level of comfort with
             | millions of deaths that perhaps is not widely shared in the
             | population.
        
         | QuadmasterXLII wrote:
         | The obvious way to do this analysis is to look at all cause
         | death rates in countries that locked down successfully, like
         | china, new zealand, or australia, and see that there was no
         | spike
        
         | joshuahedlund wrote:
         | Suicides declined in 2020 [1]
         | 
         | Cost benefit analysis is important. But it's pretty clear the
         | vast majority of excess deaths were covid related, because
         | there's a very strong correlation between excess deaths and
         | reported covid cases/deaths, even when you look at different
         | states that had different peaks at different times, and no such
         | correlation to other responses like different types of
         | lockdowns. More delayed / indirect / long-term effects might be
         | harder to measure though.
         | 
         | [1]https://www.axios.com/suicide-decreased-in-2020-pandemmic-
         | me...
        
           | HideousKojima wrote:
           | Weird, the first result when I did a search claimed it went
           | up to 14.8 per 100,000 this year, from 13.9 per 100,000 last
           | year according to the Google summary, but the actual page
           | doesn't seem to actually have that data: https://www.americas
           | healthrankings.org/explore/annual/measur...
           | 
           | Looks like the CDC data is still preliminary? So I guess
           | we'll have to wait and see what the actual number is.
           | 
           | EDIT: Looking through the charts on that link it does list a
           | 14.8 for 2020 suicides but doesn't seem to have a source?
        
             | gmiller123456 wrote:
             | Likewise, you should cite a source for your statistics in
             | your original post.
        
           | Taylor_OD wrote:
           | Isnt that true during many major world events that are bad? I
           | cant remember the study but I recall reading that during WW1
           | and WW2 suicides declined greatly even though it was a
           | terrible time for many.
        
             | watwut wrote:
             | This is going to depend which place and group of people you
             | talk about. Suicides of Jews in Germany went up by the
             | start of WW2 - source is Richard J Evans; Third Reich
             | Trilogy. He had no stats about non-jews. But, being
             | oppressed and humiliated definitely made some Jewish
             | Germans to kill themselves. (Convolute phrase, but plenty
             | of them considered themselves Germans, so.)
             | 
             | And it was much easier to commit suicide by lettin other
             | people kill you too.
             | 
             | America is might be different, because it did not happened
             | on their soil.
        
           | Miner49er wrote:
           | Yeah, but some claim overall "deaths of despair" went up [1],
           | which is probably better to use here.
           | 
           | [1] https://www.marketwatch.com/story/deaths-of-despair-
           | during-c...
        
             | petertodd wrote:
             | For example, overdoses and suicides are often quite
             | difficult to distinguish.
             | 
             | Suicidal ideation does appear to have increased: https://ww
             | w.cdc.gov/mmwr/volumes/69/wr/mm6932a1.htm?s_cid=mm... But
             | it doesn't correlate well to actual suicide rates. It's
             | also quite possible that the emphasis on suicides has in
             | fact raised awareness enough to prevent them. Or perhaps
             | the way people are dealing with the stresses that lead to
             | suicide has changed, resulting in that being expressed in
             | some other way. Or a mix of all these factors.
        
           | grumpyautist wrote:
           | That's an assumption made off incomplete data.
        
         | bjornsing wrote:
         | > In the UK a study predicts a 7.9-9.6% increase in breast
         | cancer deaths within 5 years of diagnosis due to diagnostic
         | delays caused by COVID. [...] Basically I guess what I'm really
         | trying to get at is that while COVID is certainly a terrible
         | disease, there seems to have been little to no cost-benefit
         | analysis performed by policy makers regarding the lockdowns and
         | other attempts to combat it.
         | 
         | I see this line of reasoning a lot, even in mainstream media
         | here in Sweden, but it seems flawed to me. As I see it
         | diagnostic delays and delayed elective care is caused by _a
         | lack of_ lockdown or other stringent decease control measures.
         | It's when hospitals are overrun by people infected with SARS-
         | CoV-2 that they have to delay other care. This happens due to
         | rapid spread of the virus, which happens when lockdown is _not_
         | imposed.
         | 
         | What's the argument for the parents opposite line of reasoning?
        
           | whizzter wrote:
           | As a datapoint on Sweden, we have a normally pretty well
           | functioning breast cancer screening system where women
           | between 40-74 are to be offered a screening opportunity every
           | other year.
           | 
           | In 2019 more than 800 000 screenings were done (with 8288
           | cancer cases discovered in the country that year) and this
           | system has been credited for pushing down the yearly cancer
           | deaths due to earlier discoveries.
           | 
           | In 2020 there was 160 000 less screenings so we can probably
           | expect an increase in number of deadly cases in the coming
           | years.
           | 
           | (Source, https://www.dn.se/sverige/en-av-fem-kvinnor-
           | screenades-inte-... )
        
             | bjornsing wrote:
             | Ok, but again: The primary reason for this is the
             | significant spread of SARS-CoV-2 which has overwhelmed
             | hospitals. This in turn could have been prevented with
             | lockdown(s). Right?
        
               | rm445 wrote:
               | The hospitals weren't (all) overwhelmed but were focused
               | on managing the pandemic. Fewer appointments scheduled,
               | procedures pushed back, no weekend services, that kind of
               | thing. Perhaps an element of patients huddling at home
               | and being less proactive in their own care.
               | 
               | (Btw I'm not in healthcare. If anything my point is a
               | logical alternative to the idea that overwhelmed covid
               | wards could be the only thing affecting other services.
               | But it's my impression of how things seemed to be, at
               | least in the UK).
        
       | rednerrus wrote:
       | This comment section is a pretty strong argument that we are
       | living in a post-truth future.
        
       | lettergram wrote:
       | I'm always fairly torn by these numbers (I've done a lot of
       | research and tracked this[1]). There's a lot of confounding
       | factors...
       | 
       | The lockdowns increased the rate of suicides substantially.
       | Largely suicides occur in people 65+, so a 100% increase in
       | suicides would be some 150k deaths in the same age range as
       | COVID.
       | 
       | https://www.nimh.nih.gov/health/statistics/suicide.shtml
       | 
       | Murder is also up some 50% and there were riots...
       | 
       | Not disputing the excess deaths, just the causes aren't all that
       | clear imo.
       | 
       | [1] https://github.com/lettergram/covid19-analysis
        
         | altacc wrote:
         | The problem with "what about other increases in cause of
         | deaths" is that you have to find a LOT of these reasons to even
         | begin to compete with Covid-19 as a cause. When the increase in
         | deaths is in the hundreds of thousands it is not adequate to
         | point to something that potentially increased the deaths by
         | hundreds or thousands and say that's enough evidence that the
         | Covid numbers are grossly inflated. You need to provide
         | evidence backing your claims for hundreds of thousands of
         | deaths.
         | 
         | Looking at the NIMH link you sent, I'm not sure where you're
         | pulling that data from as 65+ isn't in the chart but some quick
         | maths shows it would be about 9k people, so your assumed 100%
         | increase would only lead to an extra 9k deaths from suicide in
         | that group. The total for all age groups is 48k, so you'd need
         | a 200% increase in all ages to get to that number.
         | 
         | However, if we look at this, based on CDC data:
         | https://jamanetwork.com/journals/jama/fullarticle/2778234 "From
         | 2019 to 2020 ... suicide deaths declined by 5.6%." So you
         | really need some strong evidence to back that suicides went up
         | at all, let alone by 100%. It would also be very difficult to
         | blame false attribution of suicide deaths to Covid-19 without
         | equally strong evidence as there are usually pretty strong
         | clues to the cause of death in suicides.
         | 
         | The riots & associated high levels of aggression between social
         | groups did not lead to a high number of deaths, definitely not
         | enough to have a significant impact on total deaths, unless you
         | have a good source for that claim.
         | 
         | Murder rates seem to be up by about 36.7% across the US, but
         | even then that increase is not enough to cause a significant
         | bump in the numbers. There are normally about 870 deaths per
         | 100,000 in the US due to all causes. Murder is about 5 in
         | 100,000 (2018) so a 36.7% increase in that 5 gives 7, an
         | increase in 2 per 100,000. That's an increase in the death rate
         | of 0.23% due to increased murder. The CDC number I just checked
         | is a 15.9% increase in deaths for 2020.
         | 
         | https://www.npr.org/2021/01/06/953254623/massive-1-year-rise...
         | https://www.cdc.gov/mmwr/volumes/70/wr/mm7014e1.htm
         | https://www.cdc.gov/mmwr/volumes/69/wr/mm6942e2.htm
        
         | SketchySeaBeast wrote:
         | Your suicide statistic link doesn't have any data for the 2020
         | year. And in my region suicides are down.
         | https://calgary.ctvnews.ca/suicide-deaths-in-alberta-in-2020...
        
         | shlant wrote:
         | > The lockdowns increased the rate of suicides substantially
         | 
         | why did you link to stats that only go to 2018?
         | 
         | Suicides are down in 2020[1]
         | 
         | 1. https://www.axios.com/suicide-decreased-in-2020-pandemmic-
         | me...
        
           | hn8788 wrote:
           | Succesful suicides were down, but attempted suicides and
           | overdoses were both much higher.
        
         | gloryless wrote:
         | This is nonsense. Suicides are down in 2020. It was a virus
         | that killed people, the deaths were reported. Conspiracy
         | theories are so exhausting
        
           | shiftpgdn wrote:
           | You say that with such certainy but the official number I've
           | seen is a 10% increase. Also there is no measure for misery.
        
             | shlant wrote:
             | it would be helpful if you provided your sources
        
           | lettergram wrote:
           | The government has an incentive to report deaths as covid
           | deaths. I'm simply stating it is not 100% clear what causes
           | the deaths. The reason I suspect a higher suicide rate than
           | otherwise _estimated_ is that the number of people with
           | suicidal ideation has doubled.
           | 
           | NOTE, I was also considering unintentional suicide
           | (overdoses), which were dramatically up (38%).
           | 
           | https://www.cdc.gov/media/releases/2020/p1218-overdose-
           | death...
           | 
           | https://www.cdc.gov/mmwr/volumes/69/wr/mm6932a1.htm
           | 
           | https://thefederalist.com/2021/04/16/suicides-fell-
           | in-2020-w...
        
       | klahnakoski2 wrote:
       | I see the 2020 mortality no different from other years:
       | https://github.com/klahnakoski/mo-statcan#example---covid-19
        
       | SpaceNinja wrote:
       | The true covid death rate has been tricky to record in the UK, a
       | positive test result within 28 days prior to death is recorded as
       | a covid death, even if the death was caused by something else. We
       | obviously don't know enough about COVID to know if it is
       | contributing all the COVID registered deaths.
        
         | JoeData wrote:
         | The UK government publishes other ways to measure COVID deaths.
         | the "positive test result with 28 days of death" results in the
         | lowest count:
         | 
         | Deaths in England and Wales in 2020                   80,830
         | Covid-19 as underlying cause of death or contributing factor
         | 77,161  Increase in deaths (from all causes) from 2019 to 2020
         | 73,444  Covid-19 as underlying cause of death on death
         | certificate         70,013  Any death within 28 days of a
         | positive Covid test
         | 
         | Sources:
         | 
         | https://fullfact.org/health/liam-fox-death-figures/
         | 
         | https://www.theguardian.com/world/2021/jan/22/uk-official-co...
         | 
         | https://coronavirus.data.gov.uk/details/deaths
        
       | MagnumOpus wrote:
       | For international data, The Economist has the charts of excess
       | mortality through 2020 for different countries:
       | 
       | https://www.economist.com/graphic-detail/coronavirus-excess-...
        
         | StavrosK wrote:
         | That's a great visualization, thank you.
        
         | kijin wrote:
         | The negative number of excess deaths in some Asian countries
         | like Japan, Korea and Taiwan is interesting. I wonder if it's
         | because of the very high rate of mask wearing that these
         | countries have been known for since early in the pandemic. This
         | might have helped reduce the number of deaths from influenza
         | and other respiratory infections so much that they outweigh the
         | deaths from Covid.
        
       | euroclydon wrote:
       | In a year when Geico is giving their customers an across the
       | board rebate on their premiums because driving miles are down so
       | much, and driving accidents are the third or fourth leading cause
       | of death in a non-pandemic year, I think we'd need to adjust
       | downward the baseline. I wonder if these calculations take that
       | into account?
        
         | lotsofpulp wrote:
         | Driving deaths are up:
         | 
         | https://www.npr.org/2021/03/05/974006735/tragic-driving-was-...
        
           | euroclydon wrote:
           | Thanks! That's wild!
        
         | tiahura wrote:
         | 'Tragic': Driving Was Down In 2020, But Traffic Fatality Rates
         | Surged
         | 
         | The National Safety Council (NSC) says deaths from motor
         | vehicles rose 8% last year, with as many as 42,060 people dying
         | in vehicle crashes.
         | 
         | When comparing traffic deaths to the number of miles driven,
         | the rate of fatalities rose 24% -- the highest spike in nearly
         | a century, NSC says.
         | 
         | https://www.npr.org/2021/03/05/974006735/tragic-driving-was-...
        
           | petertodd wrote:
           | Remember that kinetic energy is proportional to velocity
           | squared. So if less traffic is letting people drive faster,
           | that could easily result in more deaths. I live in a city,
           | and average speeds certainly seem faster than pre-pandemic
           | traffic.
           | 
           | Also, working at home may be allowing people to avoid traffic
           | because hours are less strict. Again, that would allow
           | traffic to move faster on average.
        
           | ortusdux wrote:
           | Enforcement went down to basically zero in my area. Now that
           | the officers are vaccinated, they have started aggressively
           | enforcing moving violations.
        
         | [deleted]
        
       | fortran77 wrote:
       | It's interesting that in "normal" years, deaths go up in the
       | middle of the winter and down in the middle of the summer.
        
         | xxxxxxx12 wrote:
         | Look up Hope-Simpson's work on influenza epidemiology, he
         | observed seasonality like you say, but there are certain
         | regimes that correspond to latitudes.
        
       | [deleted]
        
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