What is the basis of this?
I've been seeing a lot of discussion around the dosage gaps recommended by government for the Astra/Oxford & Pfizer/BioNTech vaccines. My thoughts on the potential benefits & risks of such an approach, and the need for much greater transparency around these decisions. Thread.

What is the basis of this?
1) the first dose is likely to confer some degree of protection against disease, so better to roll this out as fast as possible, and
2) that for Oxford/Astra efficacy may be higher when the gap between doses is greater.



Vaccine efficacy among 18-55 yr olds SD/SD dosing was 59% vs LD/SD dosing at 90%.
Is this due to dosing, or differences in gaps between doses?
Differences in gaps don't appear to impact efficacy in this analysis.

https://t.co/9yaSAyHcKR
It looks like the first dose prevented all severe disease (although numbers were small) in the SARS-CoV-2 vaccine group compared to vaccine control after the first 21 days of vaccination, and <14 days after the 2nd dose.
https://t.co/966V4EYw13
U.S. is now considering idea of a single vaccination shot, delaying shot #2 until months later. Last wk, I thought that was a bad idea \u2013 the trials that found 95% efficacy were 2 shots; why add extra complexity & a new curveball. But facts on the ground demand a rethink. (1/7)
— Bob Wachter (@Bob_Wachter) December 31, 2020
1. Resources for roll-out are limited & fixed & we need to optimise how best to use them within limitations
2. There isn't significant decline in immunity after the 3 wk mark
3. Later dosing will not affect overall efficacy

A key part of the rationale appears to be a bottleneck in vaccine supply (rather than roll-out).
https://t.co/mccavkBGeb
The reasoning is public now https://t.co/ZkO1k0yqlL.
— Volker Schulz (@portefeuillefun) December 31, 2020
More from Deepti Gurdasani
I've heard a lot of scientists claim these three - including most recently the chief advisor to the CDC, where the claim that most transmission doesn't happen within the walls of schools. There is strong evidence to rebut this claim. Let's look at
The science shows us that most disease transmission does not happen in the walls of the school, but it comes in from the community. So, CDC is advocating to get our K-5 students back in school at least in a hybrid mode with universal mask wearing and 6 ft of distancing. https://t.co/dfvJ2nl2s4
— Rochelle Walensky, MD, MPH (@CDCDirector) February 14, 2021
Let's look at the trends of infection in different age groups in England first- as reported by the ONS. Being a random survey of infection in the community, this doesn't suffer from the biases of symptom-based testing, particularly important in children who are often asymptomatic
A few things to note:
1. The infection rates among primary & secondary school children closely follow school openings, closures & levels of attendance. E.g. We see a dip in infections following Oct half-term, followed by a rise after school reopening.

We see steep drops in both primary & secondary school groups after end of term (18th December), but these drops plateau out in primary school children, where attendance has been >20% after re-opening in January (by contrast with 2ndary schools where this is ~5%).
U.K. needs to confront
— Esther McVey (@EstherMcVey1) January 2, 2021
\u2018The challenge that faces us is to decide - are we going to try to pursue the elimination of Covid-19 regardless of the costs or decide on a tolerable level of deaths (like we do with the flu) in order to return to a normal life?\u2019
https://t.co/9hWbHIPJUq
Had we adopted an elimination strategy early on, rather than one of tolerating a certain level of infection, we wouldn't be here now. The reason we're here is because the govt never committed to elimination.
We eased lockdown in May when infection levels were much higher than when other countries in Europe did this. The govt was warned about this, but did this to 'help the economy'. Not only did this lead us into the 2nd wave, the need for further lockdowns harmed the economy further
It's very clear from global evidence that we cannot 'tolerate a level of community transmission' and maintain 'R at or just below 1', which has been our governments policy for a long time. This isn't sustainable & very rapidly gets out of control, leading to exponential rises
Coupled with late action to contain these surges, not only does this lead to many more deaths, and much more morbidity with Long COVID, it also creates a fertile ground for viral mutations to accumulate with a greater risk of adaptation, which is exactly what happened in the UK
First, there is strong evidence to support increased transmissibility of B117 - current estimates of increased transmissibility range between 30-70% - from epidemiological evidence examining the differential rate of growth of B117 with respect to other variants & increase in R
There is also evidence from PHE contact studies that the risk of transmission from those carrying the B117 variant is ~50% greater than with other non-B117 variants.
Increased transmissibility, even if a variant has the same fatality rate can increase deaths substantially, because the rate of growth of cases is higher- & more cases means more deaths.
Increased fatality rates also increase deaths- but do so
How dangerous are the B.1.1.7 and 501Y.V2 hyper-transmissible strains?
— Eric Topol (@EricTopol) January 11, 2021
by @AdamJKucharski @CFR_orghttps://t.co/aycWMN3b5h
h/t @Karl_Lauterbach pic.twitter.com/JlaFzzP06t
So how was risk of death with the variant studied?
We don't routinely sequence all samples for the virus. We've found that the variant has a particular deletion which means that some PCR tests on samples with the variant give a different read-out when the variant is present.
More from Government

Starmer failed to bring charges against Jimmy Savile for paedophilia. The decision was made despite the Crown Prosecution Service receiving substantial evidence of his crimes from witnesses and victims several years before Savile died in 2011. #StarmerOut https://t.co/PNyX5uSAkw

With a past like hers, Margaret Hodge might show a bit more humility.
In the Eighties Hodge was aware of previous child sex abuse in the care homes for which she was responsible, and did nothing about it. #LabourLeaks #StarmerOut
As leader of Islington Council, a post she held from 1982-92, Margaret Hodge was aware of previous, horrendous child sex abuse in the care homes for which she was responsible, and did nothing about it. #LabourLeaks #StarmerOut #CSA
She was guilty of rather more than a casual failure of oversight. In an open letter to the BBC after it investigated a range of monstrous abuse (child prostitution, torture, alleged murders), Hodge libelled one of its victims as “seriously disturbed”. #LabourLeaks #StarmerOut
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Decoded his way of analysis/logics for everyone to easily understand.
Have covered:
1. Analysis of volatility, how to foresee/signs.
2. Workbook
3. When to sell options
4. Diff category of days
5. How movement of option prices tell us what will happen
1. Keeps following volatility super closely.
Makes 7-8 different strategies to give him a sense of what's going on.
Whichever gives highest profit he trades in.
I am quite different from your style. I follow the market's volatility very closely. I have mock positions in 7-8 different strategies which allows me to stay connected. Whichever gives best profit is usually the one i trade in.
— Sarang Sood (@SarangSood) August 13, 2019
2. Theta falls when market moves.
Falls where market is headed towards not on our original position.
Anilji most of the time these days Theta only falls when market moves. So the Theta actually falls where market has moved to, not where our position was in the first place. By shifting we can come close to capturing the Theta fall but not always.
— Sarang Sood (@SarangSood) June 24, 2019
3. If you're an options seller then sell only when volatility is dropping, there is a high probability of you making the right trade and getting profit as a result
He believes in a market operator, if market mover sells volatility Sarang Sir joins him.
This week has been great so far. The main aim is to be in the right side of the volatility, rest the market will reward.
— Sarang Sood (@SarangSood) July 3, 2019
4. Theta decay vs Fall in vega
Sell when Vega is falling rather than for theta decay. You won't be trapped and higher probability of making profit.
There is a difference between theta decay & fall in vega. Decay is certain but there is no guaranteed profit as delta moves can increase cost. Fall in vega on the other hand is backed by a powerful force that sells options and gives handsome returns. Our job is to identify them.
— Sarang Sood (@SarangSood) February 12, 2020
I'll begin with the ancient history ... and it goes way back. Because modern humans - and before that, the ancestors of humans - almost certainly originated in Ethiopia. 🇪🇹 (sub-thread):
The famous \u201cLucy\u201d, an early ancestor of modern humans (Australopithecus) that lived 3.2 million years ago, and was discovered in 1974 in Ethiopia, displayed in the national museum in Addis Ababa \U0001f1ea\U0001f1f9 pic.twitter.com/N3oWqk1SW2
— Patrick Chovanec (@prchovanec) November 9, 2018
The first likely historical reference to Ethiopia is ancient Egyptian records of trade expeditions to the "Land of Punt" in search of gold, ebony, ivory, incense, and wild animals, starting in c 2500 BC 🇪🇹

Ethiopians themselves believe that the Queen of Sheba, who visited Israel's King Solomon in the Bible (c 950 BC), came from Ethiopia (not Yemen, as others believe). Here she is meeting Solomon in a stain-glassed window in Addis Ababa's Holy Trinity Church. 🇪🇹

References to the Queen of Sheba are everywhere in Ethiopia. The national airline's frequent flier miles are even called "ShebaMiles". 🇪🇹
