Nicholas A. Christakis Profile picture
Mar 14, 2020 23 tweets 11 min read Read on X
Flu pandemics recur reliably but unpredictably every decade or so, and their extent and intensity varies. With COVID19, we may be in midst of a once-every-50-years event, perhaps similar to 1957 pandemic, but not as bad as the 1918 pandemic. Let’s talk about the 1957 pandemic. 1/
Pandemics result from emergence of viral strains that are novel, often from genetic recombination in animal reservoirs. The 1957 pandemic was due to influenza A (H2N2). cdc.gov/flu/about/viru… "Serological archeology" suggests it resembled 1889 strain. ncbi.nlm.nih.gov/pubmed/8877331 2/
The virus that caused the 1957 pandemic is a different from the coronavirus causing COVID19. Both are rhinoviruses, but from different phyla. statnews.com/2020/03/03/who… Despite the different pathogens, we can still understand what is happening by studying past pandemics. 3/
First, here is a timeline via our amazing @CDCgov of the history of public health responses to flu pandemics: cdc.gov/flu/pandemic-r… 4/
Best estimate at present is COVID-19 has intermediate transmissibility compared to other pandemics (an effective reproductive rate, Re, of 2-4 new cases per old case) & intermediate mortality (0.5%-2.0%, though still unclear). This makes it serious. ncbi.nlm.nih.gov/pmc/articles/P… 5/
A classic 1961 paper analyzing the 1957 pandemic ncbi.nlm.nih.gov/pubmed/13758900 concluded that the disease likely started in central China (like COVID-19) and became known to the rest of the world in April of 1957. Pandemics have started in many continents. 6/
Globally, the 1957 pandemic killed 1.1M people. There was regional variation; for instance: 0.3 deaths/10,000 in Egypt and 9.8/10,000 in Chile. GDP and latitude explained 43% of the variance in excess mortality. ncbi.nlm.nih.gov/pmc/articles/P… 7/
Mortality in the 1957 global flu pandemic was U-shaped, with the very young and very old dying (ncbi.nlm.nih.gov/pubmed/8877331). This is typical, but this appears NOT to be the case with COVID-19, where the young are spared (medrxiv.org/content/10.110… ). 8/
The first wide awareness of the 1957 pandemic in the USA was a tiny article on April 17, 1957 in the @nytimes on page 3 noting that 250,000 people were afflicted in Hong Kong (or 10% of the population). 9/
The 1957 pandemic was first recognized in USA in June in RI, but other outbreaks soon occurred in CA. By September, it was everywhere. And it recurred when schools re-opened in fall of 1957. A first peak in excess death was in October, and a second peak in February of 1958. 10/
Peaks in epidemics have to do with: pathogen flows across networks; other social factors (like changes in population mixing across time, or school re-openings); weather; etc.. For instance, flu has a baseline seasonality. cdc.gov/flu/weekly/wee… 11/
Here is a focused image of waves of the 1957 flu, in a relatively mildly affected area in Arizona. The waves are apparent, as the flu comes and goes. bmcinfectdis.biomedcentral.com/articles/10.11… 12/
Ultimately, 115,700 excess deaths occurred in the USA from the 1957 flu pandemic (pop size was 172 million, and cancer killed 255,000 people that year). It was a leading killer (and many experts now fear COVID19 might be -- though we still don't know). cdc.gov/nchs/data/vsus… 13/
The 1957 pandemic tended to attack young people more, according to focused contemporaneous studies in LA and MO (which is why, incidentally school closures are so effective at retarding spread), but mortality was highest in the very long and very old, in an inverted U shape. 14/
Pertinently, NOT everyone was afflicted in 1957, however. The overall attack rate was 41% in LA & 34% in MO. For COVID19, experts like @mlipsitch estimate that 20-60% of people will ultimately contract the pathogen. This is typical of flu epidemics. ncbi.nlm.nih.gov/pubmed/8877331 15/
But mortality from 1957 outbreak in the USA was U-shaped, as most pandemics are, killing the very young (<5) and very old (>65). ncbi.nlm.nih.gov/pubmed/8877331/ This is different than COVID19, which seems to spare the young (like some other flus) (medrxiv.org/content/10.110…). 16/
This combination of facts (school-aged people attacked, young & old die) reflects general pattern whereby the virus spreads in people who are out & about (at school & work) interacting. Virus is ‘brought home’ to kill age extremes who are at the end of the transmission chain. 17/
Therefore, immunizing the old, while it will reduce deaths, does not have much effect on the actual course of the epidemic. Everyone has to be immunized to get herd immunity, and immunizing working-age people helps break chains of transmission through social networks. 18/
The 1957 pandemic ended as people became immune over a period of three years. Possibly the virus became less virulent too. We can expect COVID19 to similarly become 'endemic,' but probably after several waves of affliction, alas. ncbi.nlm.nih.gov/pmc/articles/P… 19/
In the modern era, we control pandemics by surveillance (and testing!) and rapid development of vaccines (but even “rapid” development is 12-18 months, alas). 20/
In sum, COVID-19 resembles 1957 influenza pandemic in certain epidemiological ways (despite different pathogen & different age curve), which is what makes it more alarming than other pandemics that periodically afflict us. We're still not certain, but will know more soon. 21/
#3 in this thread involved an infuriating autocorrect error! This should read RIBOVIRUS, not rhinovirus. Both COVID-19 and 1957 flue are riboviruses. Influenza A is Riboviria, Phylum: Negarnaviricota, and Coronavirus is Riboviria, Phylum: incertae sedis. 22/
I'd like to update my assessment, from exactly 3 months ago, re the likely severity of the COVID-19 pandemic, using a classic schema (wwwnc.cdc.gov/eid/article/19…). I think this pandemic will take at least 300,000 lives in USA, even as many as 500,000, before it's done. It's bad. 23/

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More from @NAChristakis

Dec 12, 2023
How will AI affect the way we treat each other?

In "hybrid systems" of humans and machines, how will AI (whether simple or complex) affect not just human-machine interactions, but human-human interactions in the presence of machines?

Will AI change human ethical behavior? 1/
In new work in @PNASNews, we showcase a novel cyber-physical system of people driving cars via the internet in an experimental diorama. This system allows us to explore how forms of AI affect existing human norms of cooperation and coordination. 2/ pnas.org/doi/10.1073/pn…
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Hiro Shirado (), @shn_kasa, and I tested how AI might affect norms of reciprocity using a novel cyber-physical lab experiment where online subjects (N=300 in 150 dyads) drove robotic vehicles remotely in a game of CHICKEN. #HNL 3/ shirado.net
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Nov 26, 2023
If you hide people's wealth, you can make the economic gradient in happiness go away, in part by making poor people relatively happier.

New (somewhat dispiriting) experiments spearheaded by @Nishi_Akihiro in @NatMentHealth #HNL 1/ nature.com/articles/s4422…
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A lot of the economic gradient in subjective well being (SWB) with respect to wealth has to do with the invidious comparisons people can make with those around them. 2/
One classic study reported that most people prefer to choose A (current yearly income is $50,000 and others earn $25,000) over B (current yearly income is $100,000 and others earn $200,000).

People would rather be relatively rich and absolutely poor!

3/sciencedirect.com/science/articl…
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Oct 24, 2023
Laundering of claims: This @CNN link () says that 2,00 children have died in Gaza recently, and attributes info to an 'aid agency,' namely @SavetheChildren, and provides an embedded link you can click to for possible independent data. But....cnn.com/2023/10/24/mid…
When you click on link, you go to an article which reports that 'at least 2,000 children killed in Gaza' (which might be true and would be awful – the situation in Gaza is horrific, for sure!): But the article provides an embedded link for its source....savethechildren.net/news/least-200…
And the source of the Save the Children article which was the source of the CNN article is this article, per its embedded link: . And that article doesn't mention 2,000 children and is info from Hamas, which cannot be deemed independent or honest.dw.com/en/israel-hama…
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Mar 22, 2023
Fantastic letter from Dean Jenny Martinez of @Stanford @StanfordLaw defending fundamental principles of a university and addressing the wrong-headed means of protest employed by lawyers-in training at her school a few weeks ago. Bravo. law.stanford.edu/wp-content/upl…
I wish Presidents and Deans at universities had been able to forthrightly do such a thing for the past ten years.
"We cannot function as a law school from the premise that animated the disruption of Judge Duncan -- that speakers, texts, or ideas believed by some to be harmful inflict a new impermissible harm justifying a heckler’s veto simply because they are present on campus."
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Mar 18, 2023
Super-cool @PNASNews study examines historical changes in decision-making by professional Go players from 1950 to 2021, focusing on changes in game play after the advent of superhuman AI (i.e., AlphaGo). pnas.org/doi/epdf/10.10… 1/
Human players in human-human matches began to make significantly better decisions in Go following the advent of superhuman AI. Players’ strategies across time changed to reflect more novelty (in the first 60 moves of a game). 2/
The development of superhuman AI programs may prompt human players to break away from traditional strategies and induced them to explore novel moves, which in turn may have improved their decision-making or even enjoyment of the game. 3/
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Mar 15, 2023
It's been exactly 3 years since I pinned this thread of threads re #COVID19. The early threads prompted me to write #ApollosArrow which has stood the test of time, I think (amazon.com/Apollos-Arrow-…).

And, as forecast, the pandemic is ending. I'm unpinning the thread—on schedule.
*subject to the low-likelihood emergence of a novel strain of the virus that fully evades our vaccines or that is much deadlier. ;-)
This piece in the @WSJ (wsj.com/articles/the-l…), published on October 16, 2020, laid out the likely course of the pandemic, and we are still on track. We are now late into the "intermediate phase" and will put the pandemic fully behind us in 2024. #ApollosArrow
Read 4 tweets

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