Showing posts with label pandemic. Show all posts
Showing posts with label pandemic. Show all posts

Thursday, 16 September 2021

Covid-19 (Part 7) - The Battle Over Child Vaccinations and Long Covid (England/UK)

[Written on 2021-08-25 but unable to to finish due to increased ME/CFS impairment. Publishing 2021-09-16 just to have what's done out there, despite still missing most content on some topics.]

Previous Covid blog posts
: Wave 1 - March/April 2020: Part 1Part 2Part 3; Wave 2 - Jan 2021: Part 4; Wave 3 - July/August 2021: Part 5, Part 6.

[Fig.1 data.gov.uk] Current (2021-08-25) UK state of Covid dashboard. (We have heave among the best health information reporting in the world!) Cases and hospitalisations continue to climb at a high level, respectively 25x and 11x the numbers of this time last year [Prof Pagel Twitter]. Despite it being mid-summer, usually the easiest time for our health service. 1st dose percentage recently took a small step backwards, with new eligibility of 16-18s (but little provision yet available, I believe).

As I worried in my Covid Part 4 "2021-02-11 point (2)", UK government's pandemic mitigation measures are being stripped away, now that our death rate is greatly diminished by vaccinations. Thankfully, these largely stayed a month or too longer than I expected. So the upsurge has been gradual, since Stage 3 lifting in May, with no further uptick on "Freedom Day" itself (19th July). I analysed the lack of uptick at the end of my part 5 post in sections (I) and (J).

Monday, 9 August 2021

Covid-19 (Part 6) - Calculating UK's Population Immunity to Delta...

This post follows on from my Part 5 Covid blog, which enumerated the problems with, and causes of, UK's apparently reckless re-opening. In the last section (I), I'd been examining the apparent downturn in cases, around the time of our "freedom day". It now looks clear that we were really seeing the end of the football peak (with a big pinch of school-kid case isolation, then finishing for summer) - a bonus peak on top of an overall continuing (slow) upwards trend in cases. Which has plateaued for now, probably (until football gatherings and school start up again, within the month!):

[Fig.1 - GovUK] Official stats show cases steady at ~25k/day, hospital admissions ~700/day.

The official R number, for rate of Covid spread, today is 0.8 to 1.1. I think this is averaged over a time period including some of the brief case drop. So, it looks like R = 1 would be a better approximation of our momentary trajectory. Which is pretty bad, given the high incidence of disease. But fairly ideal for us to take a look and see how far we are from herd immunity (section J, directly below). We're definitely a good way off, because we're at an effective R of ~1, while the population is still being relatively cautious, still a lot of mask use, summer holidays and no football, etc. So we should be able to work out how much of a reduction is coming from these NPIs (non-pharmacological interventions, i.e. stuff other than vaccines).

Actual calculations and results in point (6).

Update 2021-08-14: Summary of the APPG conference call that triggered "herd immunity mythical" headlines, catching the general public up roughly, to what I've concluded here. See (B) below.

Update 2021-08-19: new and clarified information on vaccine effectiveness, section (C).

Sunday, 25 July 2021

Covid-19 (Part 5) - UK Government's Reckless Re-opening During Delta

Here we are again. In the alarming but familiar situation where the UK (or rather England's) covid-19 cases are soaring while government fails to act appropriately. The situation that kicked off my first posts, before the March 2020 peak: Part 1, Part 2, Part 3. Then for the even worst autumn/winter wave: Part 4... 

[Twitter]

... Except that this time, the death rate has been greatly diminished by vaccination: case-fatality rate down roughly 12-fold, from ~2% to 0.16% [Twitter]. For the older, vaccinated portion of society, at least. And as expected, it looks like high deaths really were the only thing holding our government back from pushing through herd immunity by full infection, with a reckless abandon that I feel is a crime against humanity.

Here's a somewhat concise list of reasons why their particular interpretation of "living with Covid" is so dangerous and unnecessary, how it's been enabled (A to D) and a possible upside (E). Followed by a brief overall look at the current pandemic situation in other parts of the world (F) and personal anecdotes (G). Finally, some nice graphs further down (H) that explorer some of the topics in more detail. {Update 2021-07-30: why did cases suddenly start to fall, just before re-opening (I) & (J)?}.

Monday, 11 January 2021

Covid-19 (Part 4) - The Brexit Resurgence

Updates index:

 

 ► 2021-01-10 Sitrep - 12 reasons things will get much worst!:

In the UK, we're back in a situation a lot like March, when our (so called) government was disastrously inactive in the face of rapid exponential growth of coronavirus infections. They seem to have given up on containing the spread again.

The scariness of inaction spurred me to write my first Covid-19 mega-blog post, initially about exponential transmission. Following up with part 2 and part 3. I looked at all aspects of the Covid situation (and beyond) in the Anglosphere and the world in general. I'll try to revisit some of those topics and my predictions, below, as and when I'm able.

Thankfully there was enough public alarm to instigate action from the bottom up. The much talk about the nature of exponential graphs, thereafter. But it seems we've largely been overlooking the multiplicative nature of case growth again! In different ways, perhaps.

In many ways, the situation is now far worst than March. Despite having 2 vaccines in use and a 3rd approved, way ahead of the absolute most optimistic 12-18 month time frame (that was the expectation 9 months ago). Plus other positive developments, including mandated mask use and refined treatment protocols apparently halving hospital mortality rates.
 
See Independent SAGE and Christina Pagel for the best briefings on the UK situation. But here's my rundown of why this peak is almost certain to be an order of magnitude worst than the first (in number of deaths, lasting illness, trauma, distress and collateral damage):



(1) More cases and hospitalisations than the April peak - a couple weeks ago (late December 2020) we exceeded the total number of Covid patients during the first outbreak peak (back in April) ~20k. As of 9th Jan we're 50% above that eye-watering level, at ~30k:
 
Official GOV.UK graph from 2021-01-09.

... And we're nowhere near peaking yet. The months long period of high transmission (from September school re-openings, onwards) has accumulated many severe cases. There's around 2 weeks delay before the ill become severe enough for hospitalisation. Then often (many) more weeks for recovery, while deaths typically come in at about a month after initial infection.
 
There were rapid rises in cases in early to mid December [Covid-19 app study], even before the last minute partially aborted Christmas holiday itself. In terms of hospitalisations, we're only just starting to see the impact of that [when I started typing this up on 5th Jan]. With New Year's celebrations then a perfect turbo charger, given the week long (asymptomatic) incubation period between events, multiplying up the effect.
 
From the graph below: the last 2 week period, with ~78% higher (50k-60k) cases than the fortnight before, hasn't manifested in the hospitalisation figures yet!:
 
Christina Pagel [Twitter].