Dr Dan Goyal Profile picture
Jan 31 17 tweets 3 min read
If we are moving to a new phase in the pandemic - vaccines, treatments and an “acceptable” death toll - success will depend on:

1. The state of healthcare services
2. Trust in Leadership

Worrying for some countries…

🧵
Firstly, what is success:

1. Minimise death and disability from the virus
2. Minimise death and disability from other health conditions - maintain other services!
3. Protect livelihoods and mental health of the population.
Vaccines…
…have been hugely successful. we would be in a completely different, dystopian world without them. And even though their effects wane, the protection from severe disease holds on longer. And new vaccines will be even better, IMV.
Anti-virals…

… hold real hope of being able to manage the vast majority of high risk cases via GP/Outpatients. This may put Covid alongside bacterial chest infections…treat it early enough and prevent severe disease. Miss it = pneumonia!
Disease modifying agents. These are treatments that reduce the inflammatory response typifying severe disease. Steroids were a game changer! We are still awaiting dose-response studies of this cheap treatment [@JeremyFarrar] but they are a rescue for severe disease.
1. Health Service Capacity.
All of these interventions depends on one thing: ACCESS TO HEALTHCARE!

Mortality in Covid is strongly associated with access to healthcare. And indeed affects post-Covid disability (a proportion of Long Covid).
So that’s the good news! It is entirely achievable to drive down the morbidity and mortality from Covid. And many countries already have by simply improving access to healthcare.

But…
…some countries will struggle to provide good access to care. The UK is a good, bad example. The vast majority of healthcare is provided by a national health service that has underwent years of shrinkage. And during the pandemic the NHS was shrunk further.
And the effects are all too clear:

1. a massive increase in deaths at home, that continues.
2. Waiting times for ambulances, admissions and elective care have hit record highs…
3. And primary care is under the greatest pressures it has ever faced
The lack of investment in frontline healthcare means the UK is not ready for the “next phase” of this pandemic.

The healthcare rationing typifying the UK response to Covid is set to continue.

As things stand, certainly the first two criteria of success will not be met!
2. Trust in leadership.

For vaccines to work they must actually be taken. Trusting one’s government is likely one of the greatest determiners of vaccine uptake. Note the dramatic fall in booster uptake during the last month in the UK. And the distrust in the US Trump-era.
In part it is bad examples, it’s the “it’s mild” narrative, and it’s the one rule for them another for us pattern. In part it’s the track record. In part it’s the lack of support to the public.

Uptake for anti-virals will be similar.
Conclusion
Maximal suppression until multi-variant vaccines and anti-virals are globally accessible remains the least harmful approach, IMO.
It may also give us time to learn more about Long Covid.

But poorly managed restrictions have soured many against such endeavours.
If then, a nation chooses to permit viral transmission, healthcare capacity remains pivotal. While some gain may be possible with innovations, it is resourcing the frontline that is the rate-limiting factor in “success”. Primary care and urgent secondary care are the priorities!
At the very least Covid is likely to double the healthcare burden from pneumonia - already the highest burden infectious disease in the world. Every countries healthcare capacity needs to grow to match that, immediately! Or face more rationing of care.
As for the trust in governments, people know when leaders are concerned with their health and when they are more concerned with their own success. Hopefully we get better at choosing the former!
Finally, new variants are almost certain. Spikes and waves of infections likely too. We must get better at managing/preventing these or healthcare access will just keep falling and rationed care worsening.

Access to healthcare!!!!

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More from @danielgoyal

Feb 2
It’s the question!
@Dr_D_Robertson has been asking it of our government for ages:

➡️ How many deaths do they consider “acceptable”?

Answer now seems to be: 250 deaths per day!
This makes Covid’s death toll the highest of any infectious disease:

4 X pneumonia deaths

60 X flu deaths
This means Covid is killing More than colon, breast and prostate cancer COMBINED.
Read 5 tweets
Feb 1
How lethal is Covid now?

A few scientists/statisticians have been comparing the ONS Covid survey with Flu modelling studies to compare infection fatality rates.

It is so important to understand how dangerous Covid is, but IMV, such comparisons are simply too inaccurate.
It is important to understand Covid risk:

1. We, the public, need to understand the risk so we can make a choice regarding masks, socialising and of course vaccination.

2. Policy-makers need to understand what impact Covid is likely to have on society and service provision.
The ONS survey has been an incredible resource. For those who don’t know, the ONS randomly samples thousands of U.K. citizens each week with PCR swabs. From this they can estimate the total number of Covid cases in the U.K.

It is effectively a weekly point prevalence study!
Read 16 tweets
Jan 29
New Zealand have spent the majority of the last two years under less restrictions than the UK currently has in place (yes including freedom day!).
And here is Japan (for those arguing size, density, travel hub, etc…)
And here is somewhere closer to home….
Read 12 tweets
Jan 28
@profnfenton
I recently watched your explanatory video about Covid and the various problems with the data.
I think I followed your logic, but my concern relates to a few “big leaps” and the attempt to understand an illness I presume you have not seen very much of…
..if I can…
I appreciate the vulnerabilities in the data you have identified are genuine, but

1. Asymptomatic and non-infected are very different. The students were non-infected. Therefore the pick up rate of 36 false positives in the many thousands of samplings were well within <0.1%
2. The more likely reason for the initial spike in the data at the start of the vaccination roll-out is (IMV) more likely related to the genuine increased mortality associated with the overwhelmed hospitals. Excess home deaths have remained high throughout. And we see a…
Read 8 tweets
Jan 27
Booster doses are waning.

Data from the UK’s vaccine study AND data from Israel give cause for concern.

Summary thread 🧵
Israel are well ahead of most of the world in 3rd doses of vaccines. But five months down the line the situation is concerning!
Cases, ICU patients, and deaths all rising steeply.

Hospital admissions at their highest levels since the pandemic began.
Read 12 tweets
Jan 25
Some policy makers are using the “Flu” comparison to argue for doing less/nothing to control Covid.

Here I present an argument against such policies.

Understanding the risk of Covid is useful when deciding your own opinion about gov policy.

🧵

[FYI ⬇️ - Flu vs Covid]
Disclaimer: not a statistician. Clinical academic. This is my understanding of the current risks told plainly. Others better placed to comment further: @Kit_Yates_Maths @chrischirp @dgurdasani1 @JamesWard73 @jburnmurdoch @EricTopol @DrEricDing and others…
Risk to self: the actual risk of death from Omicron is less (vs Delta).

In crude terms, the risk of death from Flu is 0.05% (prob much less).

The current risk from Covid seems to be ~0.2% (vaccinated, confirm, ave)

This is a direct comparison. Real risk is very different.
Read 9 tweets

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