Deaths per million
(darker is higher)
This is the sixth in a series of status reports on the
COVID situation as at May 23rd, 2022. This report covers those parts
of Asia, which were not already included under the heading of Middle East. The
countries are divided into four groups. North-East Asia covers a swathe from
Georgia to Mongolia (Russia being counted as part of Europe for my purposes).
South Asia consists of India and neighbouring countries. East Asia covers
China, Japan and neighbours. South-East Asia covers from Bangladesh to
Indonesia, Brunei and Timor.
Vaccinations
Here’s the list of percentages of the population fully
vaccinated:
These countries are generally comparable in vaccination levels with the Americas (excluding Haiti).
Lockdowns
Here are the graphs of lockdown stringencies over the course
of the epidemic, and the current lockdown status, in each of the four groups of
countries:
The lockdowns in North-East Asia remained high until a few months ago, but are now generally lower than in many other parts of the world.
In contrast, China and Hong Kong have some of the harshest lockdowns in the world at the moment. China’s actual lockdown levels may be overstated, because it is a large country divided into many sub-regions; but Hong Kong’s are not. The Philippines and Japan are still locked down quite heavily, but the other countries’ stringencies – including, strangely, Macao – are comparable with those in North-East Asia. It seems that those countries, which did best against the virus early in the epidemic, are now reaping the dubious reward of being behind the rest of the world in the race towards herd immunity.
Having for the most part unlocked by March 2021, these countries all locked down harshly for most of the following year. It is only recently that lockdown stringencies in this area have been reduced, and they are now comparable with the middle countries in the lockdown league in East Asia.
Lockdowns have remained stringent in many of these countries throughout the epidemic, and are still high compared with neighbouring regions, except in Cambodia, Vietnam and Timor.
Here is the ordered list of
current stringencies, in terms of my “harshness” metric, which only includes
mandates, and aims to assess lockdown levels in terms of their impact on the
population:
Country |
Measures |
Tajikistan |
International: Screening |
Mongolia, Georgia |
International: Screening, Face covering: Required in
some places |
Uzbekistan |
Events: Mandatory cancelled, International: Screening,
Face covering: Recommended |
Japan |
Gatherings: Up to >1000, International: Ban all
arrivals/border closure, Face covering: Recommended; virtually everything
else is recommended closed |
Philippines |
Workplaces: Some closed (Regional), Gatherings: Up to
<=10 (Regional), International: Ban all arrivals/border closure, Face
covering: Required outside the home; most other things are recommended closed |
In terms of stringency, Japan and the Philippines are much harder locked down than the North-East Asian countries.
At the other end of the scale, here are the lockdown
mandates for the top four:
Country |
Measures |
Hong Kong |
Schools: Some closed, Workplaces: Some closed, Events:
Mandatory cancelled, Gatherings: Up to <=10, International: Ban some
arrivals, Face covering: Required when with others |
China |
Schools: Mandatory closed (Regional), Workplaces:
Mandatory closed (Regional), Events: Mandatory cancelled (Regional),
Gatherings: Up to <=10 (Regional), Public transport: Mandatory closed
(Regional), Stay at home: Required, minimal exceptions (Regional), Travel:
Mandatory restrictions (Regional), International: Quarantine high-risk, Face
covering: Required outside the home (Regional) |
Malaysia |
Schools: Some closed (Regional), Workplaces: Some
closed (Regional), Events: Mandatory cancelled (Regional), Gatherings: Up to
<=10 (Regional), Travel: Mandatory restrictions (Regional), International:
Quarantine high-risk, Face covering: Required when with others |
Myanmar |
Gatherings: Up to 101-1000, Stay at home: Required with
exceptions (Regional), Travel: Mandatory restrictions, International: Ban all
arrivals/border closure, Face covering: Required outside the home |
None of these countries seems likely to unlock substantially any time soon!
For comparison, here are the mandates for Macao, Hong
Kong’s rather similar neighbour: International: Ban some arrivals, Face
covering: Required in some places. There are also several recommendations for closures.
Cases
Here is the ordered list of cases per million:
The top five in this region have case counts comparable with those in Europe or the Americas. In complete contrast, there are 15 countries at the bottom with less than 3.5% of the population having been reported as cases. Herd immunity is probably a long way away in this part of the world!
Here is a map of cases per million:
Cases per
million (darker is higher)
Some of the countries with significant cases (Maldives,
Hong Kong, Singapore) are too small to show on the map. As in the Americas, countries
with better connections to the rest of the world tend to find more cases per
million than those with less good connections.
There is also evidence of what might be a “latitude
effect.” The virus has spread easily not just in Japan and South Korea, but
also in Mongolia and Kazakhstan (despite their low population densities) and in
Georgia. Prompting the thought, if it wasn’t for the high lockdowns, how quickly
would the virus be spreading in China, particularly in the northern and central
provinces?
Here are the daily cases per million spaghetti graphs:
This is a pattern I’ve seen before in other parts of the world. A build-up to significant peaks in early 2022, representing the arrival of omicron. Followed by a drop almost to zero, and most recently a small bump, which may be BA.2. It’s not yet clear where this is going.
Hong Kong and South Korea have had big peaks in new cases since the new year. Hong Kong’s have since gone down almost to zero. Taiwan’s cases have recently taken off; it looks as if it took an unusually long time for the omicron variant to arrive there. Also, the Taiwanese have recently adopted a “new Taiwan model” policy, described as “gradually easing restrictions and letting the island live with the virus.”
Meanwhile, Japanese cases are bumbling along, with a very
slow decline from a small late January peak. It looks to me as if the Japanese
have kept their lockdown level too high.
The Maldives and Bhutan have just got over big peaks of new cases. Taking out these two outliers gives:
Now, that is very interesting. India and Nepal have just got over major cases peaks, probably caused by the omicron variant. And their cases are now low. Sri Lanka must have had another variant, likely delta, which peaked in August 2021. And they’ve just surmounted another, smaller peak. Omicron certainly arrived there in December, so could that small peak in February be the omicron peak? That would be very good news, if so.
Let’s take out Brunei:
This time, it is Singapore whose cases seem to be going through the roof. A bit concerning, since they have already had the omicron variant for months. But the raw data for Singapore is showing eight whole days, from May 15th to 22nd, with no new cases at all, followed by an enormous number of new cases reported on May 23rd. An alternative data source (Worldometers) is showing a small peak of new cases in Singapore around that time, which had already been surmounted by early June. So, it looks as though this is may be the handiwork of a known variant, either BA.2 or BA.5. And the strange trajectory of the case counts is probably just an artefact of the way in which the particular data file I took had been updated.
All the other countries, though, seem to have got over
their omicron peaks. Even Indonesia and Bangladesh. That’s very good news.
Hospital and ICU Occupancy
In this region, the countries reporting hospital occupancy
data are Malaysia and Japan. Both have less than 1% of their available hospital
beds occupied by COVID patients. For ICUs, the countries reporting are South
Korea (just over 6% full) and Japan (just under 3% full). Neither of these is
concerning.
Deaths
Here is the ordered list of deaths per million:
Georgia is now seventh in the world in deaths per million. The rest are all below most European levels.
Here’s the data on a map, normalizing the colours relative
to Hong Kong rather than Georgia:
Deaths per
million (darker is higher)
Four things stand out here.
The first is the great big white area that is China. Why so
few deaths per million? High lockdowns? Or faked data? Or could it be, perhaps,
that Chinese ancestry may confer on those who have it advantages against a
virus of this kind?
The second is the “arc of hell,” which curves west from
Japan to Kazakhstan, passing roughly over Beijing as it does so; and continues,
via Turkmenistan which is not reporting any COVID data, into Azerbaijan and
Georgia. If you continue this arc across the Black Sea, you come to Bulgaria,
the hardest hit country in Europe in terms of deaths per million. And then on
to North Macedonia, Montenegro and Bosnia, not to mention Hungary a little to
the north. And further west, to Italy and Spain.
And across the Atlantic to… the USA. Which also has done
very much worse against the virus than you would expect from its economic and
technological status. The “latitude effect,” as I call it, has to be real.
Though I have not checked it on the west side of the pond. For which, I would
need to look at US figures broken down by state.
The third is the swathe of relatively lightly affected
countries to the south of China. Could it be that it is not just Chinese genes,
but also regular contact and trade with the Chinese over centuries, which might
produce a lower susceptibility to such a virus?
The fourth is Malaysia. Why has it done so badly in deaths
per million, compared to its neighbours? Although it has been quite heavily
locked down for much of the epidemic? And has more than 80% of its people fully
vaccinated? They seem to have had a pretty poor time of it against the virus. To
be fair, Malaysian politics doesn’t seem to have helped. For they have a political
and constitutional crisis, whose start coincided with the beginning of the
epidemic, and which is still on-going.
Next, here is the ordered list of deaths per case:
Here is the corresponding map:
Deaths per case
(darker is higher)
Myanmar has a very poor
health care infrastructure, which probably accounts for their failure on this
metric. They have also had a coup d’état during the epidemic. Japan’s and South Korea’s
successes may be because of their relatively good health care systems.
As for the rest, I would guess they have succeeded because
they have previous experience of such viruses, through having traded with (or
in places like Singapore, lived with) the Chinese over time. Countries further
away, like Cambodia and Indonesia, have not done as well on the deaths per case
metric.
Now let’s look at average excess mortality over the course
of the epidemic. Surprisingly many countries are reporting this metric in the
region. Here’s the ordered list:
The countries west of China, particularly the “stans” and Georgia, have not done well on this metric. This suggests that they may have missed identifying some of their deaths during the epidemic as being due to COVID. But every country from Macao downwards has done well, with average excess mortality under 10%. The Maldives, the Philippines and Uzbekistan have average excess mortalities comparable with European ones.
I decided not to bother to make a map of this
distribution, since the paragraph above says just about everything the map
would show.
It seems rather odd to see Malaysia so low in average
excess mortality, given its deaths per million. It looks as if this may be
because they stopped reporting this metric in September 2021, after the first
mortality peak. Yet another country that stops reporting when the going gets
tough!
To sum up
Despite low cases per million and strange numbers in some
places, many countries seem to have passed their omicron variant peaks. Even
India, Bangladesh, Indonesia, and maybe Sri Lanka. Absent a new variant,
they’re on the home stretch.
But Asia in general is lagging
Europe, the Americas, the Middle East and Africa in the race to get shot of the
virus. This seems to be because countries, that through high lockdowns did well
against the virus initially, are at a disadvantage now. South Korea and
recently Taiwan have recognized this, and begun to change strategy. But China
and, so far, Japan have not. Unlocks are required, in these two countries in
particular!
There is what I describe as a “latitude effect” or an “arc
of hell,” whereby in a band of latitude between roughly 30 and 40 degrees
north, the virus tends to do well, both in spread and in lethality. This band covers
most of northern and central China, including Beijing. Places further from oceans
are harder hit. But the effect is visible in both Asia and Europe, and maybe (I
haven’t checked) might also help to explain the USA’s poor performance against
the virus.
People in countries close to China seem to do better against
the virus than those further away. This might be due to genetic or trade links
giving them a degree of immunity against viruses like this one.
Most of all, bad politics tends to produce bad
performance against the virus. This is shown by Myanmar and Malaysia. It is surely
why war zones like Syria, Yemen and Sudan, not to mention Ukraine, aren’t doing
well. And, likely, may have something to do with why the Nordic countries –
where governments are, by and large, trusted more than in most other places in
the world, certainly than in the Anglosphere – have done, relatively, so well
against the virus.
No comments:
Post a Comment