Only a fool would wager on the herd immunity threshold for COVID after the year we’ve had … but I would wager this — 10 years from now we will still be debating the HIT for SARS-CoV-2 🧵1/

Five reasons why COVID herd immunity is probably impossible nature.com/articles/d4158…
The HIT is a magnificent, elegant theoretical result. It is very powerful for planning — it is the reason that we can make plans now to open schools and businesses in later even if we won’t have 100% of the population immune (vaccine or exposure) 2/
But you don’t need to know the exact magnitude of the HIT to plan … and frankly, you’d be a fool to plan around any exact magnitude. The magnitude of the HIT when you start planning is unlikely to be the magnitude of the HIT when you get there - Why? 3/
Because the HIT depends on the pathogen AND the population. The world in late 2021 or mid 2022 won’t be the same as the world in early 2020 when this discussion started. It will be a world with more mask wearing, changed social norms, more HVAC filtration 4/
The virus is unlikely to be the same either — evidence is that B.1.1.7 is more transmissible, so the HIT would (in theory) increase. Perhaps that will be replaced by an immure escape mutant that we don’t yet know about 5/
Placing in the HIT in a range is useful for planning (on the order of 50% is WAY different that on the order fo 90%). But the HIT is a moving target and we won’t know what it is when we get there until we get there … and even then we’ll still be debating 6/
We can’t know we’ve reached the HIT except retrospectively — and it’s not just as simple as the % immune when incidence goes to 0. Incidence can go to 0 before the HIT because of stochasticity. It can go to 0 after the HIT because of momentum/overshoot 7/
Some great work on critical slowing down, led by @drake_lab suggests that we might be able to see dynamical signatures of the approach to the HIT … but, and I think this might be an overly technical term, it is “hard”, so the operational value is still TBD 8/
(Brief aside) - @drake_lab HAS shown some cool potential for critical slowing down to be useful in detecting emergence; that is, approaching the HIT from the other side in re-emerging pathogens 9/ (journals.plos.org/ploscompbiol/a…)
As I’ve said before — the HIT is one of the coolest phenomena I know — it is elegant and makes for wonderful intellectual debate and we’ll be talking about it late into the evenings for decades 10/
The HIT has utility in public health planning as a concept, not as a target. It is an aspiration to motivate programs and evaluate relative investements. But the location of the HIT is better diagnosed by a historian after the fact than by an epidemiologist now. /end

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More from @TheFerrariLab

16 Jan
Because it’s 2021 and we have to say the quiet parts out loud:
Vaccinated individuals must still wear masks, distance, and be treated exactly the same as non-vaccinated individuals. This isn’t just about immunity … 1/
The risks of creating a vaccinated/unvaccinated class system are:
1. It would certainly exacerbate existing inequities in access to services
2. It will create incentives for cheating and forgery of vaccine documents
3. It will put the onus on citizens to police that system 2/
If you thought mask confrontations at Starbucks were hard now, imagine when anti-mask Karen is waving about homemade vaccine paperwork drawn in crayon claiming she is immune 3/
Read 8 tweets
4 Dec 20
IHME has produced some excellent work (I count its staff members among my collaborators and friends), but also a variety of challenging conflicts of interest. The 2018 MOU with WHO is particularly so 1/
The WHO reliance on IHME for burden of disease metrics creates a too-big-to-fail problem that also disincentivizes investment in in-country capacity. LMIC researchers will struggle to convince WHO that their efforts stand up to the IHME juggernaut 2/
There are governance models that could be used to address some of the potential pathologies; e.g. see work by @devisridhar and @marleetichenor ncbi.nlm.nih.gov/pmc/articles/P…
Read 4 tweets
3 Dec 20
I’ve been thinking about vaccination cards in the US a lot and am struggling to figure out what side to fall on. Cards are a huge part of monitoring and communication in LICs. Without them we’re really in a fog about vaccination coverage 1/
We haven’t got recent experience in the US, so this would be a new strategy and could go awry, leading to stigma and adverse consequences 2/
We also will need to document coverage, and in the absence of a centralized health delivery system in the US (e.g. MCA), a simple, low-tech solution like cards could make follow-up and monitoring of coverage much simpler to implement than trying to work with many providers 3/
Read 4 tweets
2 Dec 20
Hey PSU folks — It’s come to my attention that there is a rumor circulating that I have tested positive for SARS-CoV-2 and am ill. Both are false. It is heartwarming to receive the well-wishes but I am fine 1/
It is also a moment to reflect on the fact that testing positive for a communicable infectious disease is not a condemnation of the individual. If anything, it reflects a failure of the public health infrastructure to prevent that outcome 2/
Now, as we stand at the edge of the COVID-19 vaccine era, this is more even more important to consider. We have always had (blunt) tools (w/ significant off-target consequences) to prevent people from getting sick. We will soon have better tools in the form of a vaccine 3/
Read 7 tweets
24 Apr 20
A thing won't save us, systems will - a thread co-sponsored by @nitanother : A collective 2.5 decades of studying measles in LMICs has shown us that individual things (vaccines/tests/drones) are not sufficient to eradicate a virus nor provide for the health of populations 1/
Measles has had a highly effective vaccine for over 50 years; has had effective serological tests (with a meaningful correlate of immunity) for decades, but that has not been enough to eliminate a virus that kills 100s of children a day worldwide 2/
Individual things (technological solutions) are exciting and provide hope. We anxiously await their discovery, praise the discoverers. But things alone, without plans for scale-up, equitable distribution, and sustainability are operationally useless 3/
Read 10 tweets

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