What is known and what is still to be determined in respect of Omicron? How should we think about next steps when faced with uncertainty?

In our new blog @AdeleGroyer and Stephen Kramer summarise the current state of knowledge and consider how to respond.
covidactuaries.org/2021/12/08/omi…
The effective reproduction number, R, has risen significantly in South Africa since early November, but as @trvrb shows, this may be due to a higher R0, greater immune escape, or a mixture of the two.

Initial findings suggest that Omicron *may* have less severe impacts than were seen for other variants. @MRCza states that it will take another two weeks before one can draw more precise conclusions about disease severity.
A pre-print by @SACEMAdirector concludes:
“population-level evidence suggests that the Omicron variant is associated with substantial ability to evade immunity from prior infection. In contrast, there is no … evidence of immune escape associated with the Beta or Delta variants.”
There may be a signal in a snapshot from Tshwane hospital that vaccines have been protective. However, caution is needed because of possible confounding with the age pattern of infections.
What actions should be taken when faced with uncertainty while awaiting further data? @WHO has recommended:
- enhanced surveillance and sequencing
- public health measures to reduce circulation
- increase health capacity
- address inequities in access to vaccines and treatments.
Much more detail on what we do and don’t know about Omicron is in our latest blog, available now on our new website. Thanks to @AdeleGroyer and Stephen Kramer for this useful summary.

covidactuaries.org/2021/12/08/omi…

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More from @COVID19actuary

8 Dec
Latest data on COVID-19 hospital admissions, bed occupancy and hospital deaths in England has been released.

Admissions have been rising. Nationally, the moving average is up by 6% week-on-week. There are large increases in some of the regions, discussed below. 1/5
One by one the regions have been going back into growth in admissions. The South East (up 17%) and London (up 14%) have seen the biggest increases. Admissions are up 11% in the East and 4% in the Midlands. Only NE & Yorks saw a fall this week, with no change in SW or NW. 2/5
SAGE released new modelling provided by SPI-M-O teams in October. Actual hospital admissions are currently higher than the modelled scenarios, which did not capture the increase in admissions in October, but were following the downward trajectory until this week. 3/5
Read 5 tweets
20 Oct
Latest data on COVID-19 hospital admissions, bed occupancy and hospital deaths in England has been released.

Nationally, admissions have risen sharply, up 23% this week. We look set to exceed the July peak in the next few days.

The regional picture is discussed below. 1/6
All regions have seen significant increases in COVID hospital admissions this week. The smallest increases were in the South West (up 11%) and the Midlands (up 14%). The biggest jumps are in the South East (up 44%) and London (up 36%). 2/6
Of concern, admissions have been accelerating, that is, the rate of increase has itself been increasing. Our estimate of R, based on hospital admissions, has risen above 1.1 and does not yet appear to have peaked. 3/6
Read 6 tweets
11 Oct
In our latest update, @lrossouw examines the implications of the pandemic for the life insurance industry in South Africa.

South Africa has seen one of the highest burdens of excess deaths globally during the COVID-19 pandemic.

covid-arg.com/post/life-insu…
In each wave to date, the increase in death rates appears to have bee relatively higher among South Africa's insured population when compared to the general population.
South Africa's insurance industry body ASISA has stated that despite increased claims the industry remains well capitalised (i.e. able to pay all claims arising). It also noted increased sales of policies and a reduction in customers letting their cover lapse.
Read 5 tweets
31 Jul
There’s no Friday Report this week (we publish these fortnightly) but here’s a thread with a summary of some of our other recent output for your weekend reading.
We started the week with @lrossouw’s bulletin showing that vaccines could save many more lives in the developing world, where supply remains limited, rather than being used as boosters in already highly-vaccinated populations.

covid-arg.com/post/to-boost-…
Tuesday’s CMI Mortality Monitor showed a second consecutive week with death rates higher than the benchmark. That follows several weeks of significantly lower death rates, and is not fully explained by the rise in COVID fatalities.
Read 13 tweets
30 Jul
Update on COVID hospital admissions and deaths in England.

The 7-day average for admissions has clearly peaked and fell slightly today, though it’s still up 12% over the week.

No log scales or R calculations necessary now to see the change in trend! 1/6 Image
Growth in admissions has slowed further across all regions. Generalising slightly, the regions with higher current admissions numbers look like they are past the peak, while those with fewer admissions still appear to be approaching it. 2/6 Image
In our latest blog @AdeleGroyer updates our analysis of the vaccination status of hospital admissions in England. Although the majority of admissions over age 50 are vaccinated, this is to be expected given very high vaccine uptake in the population. 3/6
covid-arg.com/post/how-many-…
Read 6 tweets
30 Jul
On 19 July, England moved to Step 4 of the #roadmap - lifting most of the legal restrictions around #socialdistancing.

Using @Google Mobility data, @AdeleGroyer analyses how the public responded in our latest blog.

covid-arg.com/post/freedom-d…
There was a small uptick in presence at "Retail & Recreation" facilities such as restaurants, shopping centres, theme parks, museums and cinemas.

At the weekend, people took advantage of the warm, sunny weather and spent time outdoors in "Parks" which includes places like public parks and beaches. ImageImage
Read 4 tweets

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