Where does #COVID19 rank in the most depressing league table of all - the one comparing historic pandemics? We won't know for sure until the pandemic is over but we do now have enough data to draw some early conclusions. I've done some digging into the numbers:
I should say that I began this process unsure of what I'd find. Back in the spring I looked back at historical weekly deaths figs and found that while the 2020 levels were horribly high (and unprecedented seasonally) some weeks of Hong Kong flu were worse.
The weekly deaths numbers only go back so far. But we now have data for the 52 weeks of 2020 up to Christmas Day, which is enough to make a conservative estimate of how 2020 compares with history. And we have nearly two centuries of data to compare it to…
The @ONS’s brilliant @NickStripe_ONS went through some of the data in a must-read thread last wk but while mine might overlap somewhat it also goes a wee bit further, inc age-standardisation and also military deaths since there are lots of prisms through which to consider this
The first point is that in terms of pure numbers of deaths, this is the worst year since 1918 - the final year of WWI and the Spanish Influenza. More than 600,000 people died in England & Wales in 2020. That's more than any year in WWII (inc military deaths).
Now before you say anything: yes, awful & striking as that chart is, the line’s not really comparable since the population has grown enormously over that period. Here’s a population-adjusted version of the same chart: deaths per 1k. We’re “only” back up to 2003 levels. Good news?
Not really, since what matters here is the direction of travel. For most of the past century it’s been downwards. In 2020 it suddenly leapt in the other direction. One way of illustrating this is comparing each year to the previous five. Excess deaths. And here’s how that looks:
In 2020 the population-adjusted excess death rate was the highest since 1940. Higher than any postwar pandemic and matched in peacetime only by 1929 (severe flu pandemic and economic crash) and 1847 (potato blight and famine in parts of N Europe).
At this stage it’s prob worth underlining:
- These are not projections. They are deaths that have actually happened.
- These are deaths of ALL causes vs previous years, adjusted for population. So no quibbling over whether something is a #COVID19 death or not. This is everything.
However an even more robust measure is age-adjusted mortality. I wasn’t able to calculate this myself but the brilliant @ActuaryByDay & colleagues at @actuarynews are. Here’s the long view of age-adjusted mortality. Again, tho, better to look at changes than levels (next tweet)
This is one of the most shocking charts I’ve ever posted. It plots annual changes in the Eng/Wales mortality rate.
In 2020 it deteriorated (eg more people died vs the prev yr in population & age-adjusted terms) than any year since 1929.
Awful.
In case that chart wasn’t clear, I’ve picked out each of the worst years for changes in annual age-adjusted mortality going back to 1840. These are civilian deaths only.
2020 was the third worst year in recorded history. Worse than any post-war pandemic. Much worse.
Now, when I started out on this exercise I confess I still wasn’t sure whether 2020 would prove worse in mortality terms than some other post-war pandemics. After all, we had a lockdown; they didn’t. But it turns out even in spite of lockdown, this has been much, much, much worse
As I hope I’ve shown, there is no definitive measure for the scale of this pandemic. There are other prisms beyond even these 👆. And the pandemic is ongoing so the full toll is unknown. But on almost every metric, the mortality change in 2020 was disastrously bad.
Q: Was 2020 the worst year for mortality in England & Wales since:
a) 2003
b) 1940
c) 1929
d) 1918
As you'll see from this thread and this piece on the @SkyNews website, the answer is: all of them news.sky.com/story/covid-19…
Yes I too was surprised by how little the HK flu showed up. Might to some extent reflect that it was spread over 2yrs. Underlining my point that there's really no definitive measure of these things. We need to bear a number of yardsticks in mind. 2020 looks rotten by most of them
Another prism is to look at total deaths "due" to each pandemic (tho we get into diagnosis difficulties here). Eg:
- Spanish Flu: c 200k in UK
- Asian Flu 1957-58: c. 33k
- HK flu 1968-69: c. 80k
- #COVID19: 82k and counting.
But this prism lacks age & population adjustment
How does #COVID19 rank in mortality terms versus other pandemics - and indeed wars - through history? We now have enough data to begin to answer the question. Here’s my video explaining some of that data. More detail in the article and thread 👆
In case you're wondering why some people are saying 2020 was the worst year for deaths since 1940 and others the worst since 1929 (and others still only the worst since 2003), you'll find the answer in this article (and also the thread ☝️) news.sky.com/story/covid-19…
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Duncan is right. Lockdown rules are slightly softer. More key workers. More COVID-compliant workplaces.
It feels v plausible there’s less compliance this time around but is that really clear cut from mobility data alone?
Also worth bearing in mind in lockdown 1 there’s lots of evidence that many households & businesses went above & beyond the rules. Eg key workers not sending children to school even tho they could. Firms (esp construction) shuttering tho rules said they could continue working…
When I take a (completely unscientific but perhaps no less unscientific than some of the hot takes out there) glance at the data I’d say: less movement than autumn lockdown but more than last spring. That doesn’t seem too far detached from the severity of the rules themselves
There will doubtless be lots of attention on this number tonight: 1k #COVID19 deaths for first time since last spring.
Now, a lot of people are dying, the number is mounting and this is clearly awful news.
BUT be cautious about this fig. It comes back to the bank holiday effect…
As I said yday, testing and deaths registration is affected by xmas and new year - and that’s happening with this data. The 1k deaths figure is not deaths happening in the past 24 hours but deaths REPORTED in that period. An important distinction when gauging #COVID19 spread
In the case of tonight’s 1k deaths figure, almost one in four of them happened more than a week ago: there’s a big backlog of registrations which are only now being processed. The real picture is the red line in this chart. Not the grey line (where that 1k fig comes from)
I’m diving back into the #COVID19 data.
I’d rather hoped I wouldn’t have to but the stats are, once again, scary.
However, I hope I can provide some context, since I see there are still plenty claiming this is either the end of the world or nothing to fear at all.
A case in point is tweets like this. George is right that the curve is almost vertical, but this is precisely why it makes sense to use logarithmic axes and provide some cross-country comparisons. You might, to look at this, have assumed the UK faces a unique crisis, but no:
Convert it to a log axis and add a couple of countries it’s a different story. Yes the UK rise recently is fast, but actually Ireland’s looks faster - though still at slightly lower levels than in UK. Compare UK to Belgium and you see it had a considerably worse outbreak in Oct
Which developed country would you say is facing the biggest economic slump of all? The conventional answer is the UK. Eg see this @OECD forecast. But here's a thread about an obscure bit of statistical small print which might mean we've been overstating the scale of the recession
Before we get onto the small print let's deal with what the numbers are telling us. And there's no doubt they're bad. Very bad. Indeed, the @OBR_UK reckons we're facing the biggest slump in GDP since 1709. Down 11% this year alone.
We won't get final 2020 GDP for months (and even that'll be subject to revision). But on the basis of the 1st estimate of Q3 GDP UK contracted at annual rate of 9.7%. So you can see where OBR are coming from ons.gov.uk/economy/grossd…
Here’s a fundamental Brexit truth I don’t think we’ve discussed enough: the reason why Brexit has been on the front pages for so much of the past few years doesn’t actually have that much to do with Brexit. Let me explain:
Of course the UK’s relationship with the EU is of enormous economic, social & legal importance, past, present and future. Of course the trade deal matters, as will immigration rules and all the rest. But the real, real reason Brexit has been such a big deal is something else:
Brexit is first and foremost a story about the Tory party, which happens to be the party of government. Brexit mattered these past four and a half years because it deposed two prime ministers. It decided elections. It was an issue of immense political significance.
Transparency, worst case scenarios, & why govt is treading a dangerous path over #COVID19.
This is the longest thread I've ever posted.
But I think it may be among the most important.
Please do read and share if it strikes a chord.
This stuff affects all of us.
Deep breath... 🧵
Before we go any further let's get something out of the way: I'm not making a point here abt whether govt is right or wrong to impose lockdown. Like most of you, I can see strong arguments for & against but respect that others are better informed than I am to make these calls
This is really about something else: trust. Lockdowns, like em or not, won't work if no-one trusts the process and doesn't comply. It would be the worst of both worlds - economic damage but limited epidemiological effect. But that trust is earned. And easily lost.