8 days since my last #Covid19Ireland update & I'm going to flag a number of metrics making me nervous. First off over the last 5 days a very large swab backlog appears to have accumulated so in terms of cases we are probably seeing an increase rather than a decrease /1
With actually notified cases we appear to still be under reduced transmission curve, add in those 900 and we wouldn't. Without those the 7903 cases this week are 86% previous, with more like 98% so not seeing expected decline /2
Covid hospital cases have been slowly increasing for several days now when they were expected to decline
354 Hospital is 119% last Thursday
285 New Hospital Cases this week is 115%
NHC are 3.1% of cases 6 days back /3
A pattern continuing into ICU occupancy, also rising and would rise a lot more were it not for deaths
69 ICU is 117% last Thursday
38 ICU admissions is 123% previous week
ICU admissions are 14% of NHC
Reduced ICU capacity is what would lead to reintroduction of measures /4
The vaccination program has slowed a lot, in the week to yesterday only as many people got a 1st dose as were infected (both around 8k) - the problem is there are enough unvaccinated over 12s & adults to generate 12k hospitalisations. How fast they are infected is key /5
Where are these cases coming from? It's not the schools, school cases in all ages have fallen faster than end of CC testing would explain. The age groups rising are all adults of working age - suggesting its the return to offices & activity around that like public transport /6
As of Monday this was the percent of each age cohort fully vaccinated by Oct 4th & in table how many hospitalisations may come from each. 40-49 understand their risk least here
10-19* 52.1%
20-29 82.4%
30-39 83.6%
40-49 88.1%
50-59 95.2%
60-69 96.5%
70-79 101%
80+ 102%
/7
The number of deaths has increased substantially in recent weeks. By month of death
June 18
July 20
August 71
September 117
October 16
Allowing for late reporting October will probably exceed September - indeed it may be that 120+ a month is what endemic Covid looks like /8
With little additional vaccination expected the question with winter coming & nightclubs opening is whether enough vaccination has happened to prevent rapid exponential growth that would overwhelm ICU- we already seem to be seeing an unsustainable rate, will it halt? /9
Without additional vaccination we are relying to the epidemic being slowed enough that additional immunity comes through remaining population being slowing infected & mostly surviving. If thats too fast we lose other healthcare & there are many excess deaths as a consequence /10
I'm nervous because its not clear to me thats now what is starting to happen. But also because I think few people realise that the cost of endemic Covid may be similar to the mortality of the last two years - that will be the price of ending most measures /11
But as part of that a substantial extra load on a healthcare system that could hardly cope pre-pandemic. If we are looking at 1000s of extra hospitalisations a year additional resources are badly needed, in particular to protect vulnerable patients from infection /12
To be clear - vaccination means things can't go explosively off the rails in the way they did last December - but we can and may see a slow build up to an unsustainable level. Additional vaccination is the only sustainable major route to reducing that risk but how to convince?
In the week to yesterday NI/RoI
Deaths 17+31=48
Cases 7918+7967=15,885
New hospital cases 176+267=443
Vaccine
1st dose 5,091,968 (+620) 74.2%
Added this week +11,424 (+0.2% pop)
Full 4,911,565 (+2,248) 71.6%
Added this week +30,020 (+0.6% pop)
I forgot to mention it explicitly but the other stat I don't like is that the percent of cases hospitalised 6 days later has been rising the last week (now around 3%) and the percent of those hospital cases in ICU 3 days later is still around 12%.
That outcomes for unvaccinated table upthread had an error in the ICU column as I'd used the lower mortality percentage for 40+ Correcting that makes clearer the urgency of getting a greater proportion 40-50 yr olds vaccinated to reduce possibility of restrictions being needed
I've spun off a sub thread here thats more speculative on future risks based on my understanding of what various experts I pay attention to have said about the virus & vaccine effectiveness and how I think that translates to the context of Ireland
Hmm and the outlook got a little bit worse - hopefully this positive swab spike is driven by a single large outbreak (college/meat plant?) & not the leading edge of a trend across multiple locations

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More from @andrewflood

8 Oct
A general comment - high levels of vaccination has allowed the risk of moving on from significant restrictions with 1/4 of the population unvaccinated (2/3 not eligible to be). In the Irish HCare context the main role 18 months of NPIs had was buying time for vaccinations /1
Our health system was too under resourced for 'flatten the curve' to have been sustainable as a route to population immunity. With too few ICUs that would have taken 5 years of switching between some opening & lockdown to avoid high excess deaths when ICUs ran out. /2
It would also have involved in the region of 40k deaths over those years - thats the IFR for a population with our age structure and where hospital oxygen does not run out. If the curve is not flattened it probable doubles or worse. But we mostly stalled Covid till vaccination/3
Read 13 tweets
7 Oct
With #SaveTheCobblestone trending a video of Finbar Furey spontaneously borrowing a guitar to perform Paddy Dear at A Celebration of Traveller Music #5 there is 2016. The Cobblestone was the only one of 15 venues willing to host the CTMs apparently /1
The Cobblestone is one of those bars I like but find too popular, its always crowded with an eclectic mixture of locals, musicians, lefties & tourists who've managed to find a genuine piece of Irish music culture a short walk from the Disney land versions of Temple Bar /2
The @CobblestoneDub back room was the venue for most of the Stoneybatter & Smithfield History project events including this talk by Fergus Whelan on Oliver Bond and the king-killers of Pill Lane. The dissenters of Church Street in 1798 from 2014 /3
Read 11 tweets
29 Aug
While I’m hopeful that our high & rising vaccination levels will prove enough over the next month to see cases fall from peak this threads a good data based counter view that so far the evidence is not that strong for this hope.
🀞🏻orπŸ™πŸ» time depending on your preference
The challenge now is that only short term data gives us a clue as in the last 2 weeks alone the remaining unvaccinated adult population has been cut by 1/3. But short term data bounces around with good days & bad days - right now they are good
And we are putting an enormous additional load on in terms of mass sports events, schools reopening, universities soon & probably a whole lot of additional relaxations rolling though September. But the unvaccinated should also be cut by at least another 1/3 in that timeframe
Read 4 tweets
28 Aug
Calling my final tracker NPHETs Exit becomes 'official' with this morning's announcement - todays 1997 cases are 94% last Sat & we have slightly negative growth for the week as the 12,640 cases this week are 99.7% previous - hopefully this better than expected track holds /1
Hospitalisation is still showing a working week on week increase but on the plot its not a problem so far as so far its better than the best NPHET scenario
324 hospital is 125% last Sat
337 new hospital cases this week is 139% last week
337 NHC is 2.7% of cases to Aug 22
/2
The initial tight grouping of curves makes ICU more ambiguous but it also appears to be following the least worst 'Reduced Transmission' path
61 ICU is 113% last Sat
37 ICU admissions this week is 116% previous
37 ICU admissions this week is 12% of NHC to Aug 25th
/3
Read 5 tweets
27 Aug
Todays 1875 cases are 89% of last Friday & on the NPHET's Exit plot are almost on Reduced Transmission curve which is well interesting. There are 12,768 cases this week which is 101% last week - a growth rate close to 0 despite the level of 'return to normal' /1
The hospital plot is also optimistic so far, below the RT curve but the rate of increase from last week is less reassuring if it continues into next week
326 hospital is 130% last Friday
344 new hospital cases this week is 154% last week
344 NHC is 2.7% of cases to Aug 21 /2
Not enough time has passed to separate out the least worst ICU curves but if case growth stays near zero then the ICU growth should be slow
59 ICU is 113% last Friday
36 ICU admissions this week is 116% last week
36 ICU admissions is 12.5% of NHC Aug24 /3
Read 9 tweets
27 Aug
NISRA total of Covid19 deaths in the north rises to 3140 - thats the figure to 20th August its likely the real total is last least 3181 and more likely 3197. April excess deaths peak across pandemic has also been exceeded which confirms error of opening too much too early /1 ImageImageImage
I messed up with my thread linking last week with the result that there are two weeks of my daily stats updates at the linked thread from two weeks back but will continue todays & the rest of next week below this one /2
Continuing pattern of a larger proportion of cases in the north occurring in over 60s but at least last weeks rapid rises in cases & severe outcomes has settled down. Now at 1690 deaths per millions, 165% the rate per million in the south /3 ImageImageImageImage
Read 4 tweets

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