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Azabu Insights: Update on Temperature's Impact on the Coronavirus
[20/03/24]
TOKYO, Mar 24, 2020 - (JCN Newswire) - On March 6th Azabu Insights proposed a theory that coronavirus seemed to be spreading faster in cold countries than in warm countries. We followed this up with an update on March 11th showing that at that time the data was showing ninety-eight percent of the cases were all in cold countries.
Since then we have had many comments from different people. One very respected business person who works in life sciences, told us he thought it was a, "multivariate problem," and suggested that, "It's possible, for example, that infection rate would be strongly correlated with people meeting in enclosed areas will less have outside air circulation." He was saying that our analysis might be true but it might not be, "because of the temperature," but because of something that "relates to temperature."
Another doctor said he thought it was because in spring people go outside more and they are less impacted by the dry air of air conditioning systems.
One hospital vice president, whom we highly respect, responded politely, "I do not think that COVID-19 relates to temperature."
Our conclusion on March 11th was: "As previously, we conclude that COVID-19 can spread in warm regions but seems to spread much more quickly in colder regions. We hope that countries and regions around the world will aggressively work to keep the virus at bay until the summer months and hope that the warm temperatures will support further containment."
You can see, then as now, we were certainly not 100% convinced that temperature was the driver or that temperature would save the day. But we do remain optimistic.
As recently as March 21, a virologist, Christian Drosten, who advises the German government in their so-far successful tackling of the coronavirus crisis, expressed some optimism that in the coming months we may have some success beating the virus. When asked about the effect of temperature, he responded: "This effect isn't likely to be particularly pronounced. It won't be able to stop the outbreak, but it may help a bit. And combined with the isolation measures, I strongly expect that we will see an impact in a month." It seems he also was not 100% convinced that higher temperature in summer months would solve things, but he thought it could help and envisioned more success at beating the virus spread in weeks ahead.
Updating Data on Temperature vs. Case Statistics - The Situation Now (March 23rd)
On the other hand, we have had people recently coming to us and saying that they've heard that there are more outbreaks in warm countries, like Malaysia and Brazil recently. They ask, "doesn't this prove the theory wrong?" So, we wanted to take a third look at the data and see what it says now and try to figure out what it means. Here are the results.
First off, the cold countries have moved more to the top of the cases list. The top fifteen countries are now all cold countries, as are twenty-two of the top twenty-five countries by case count.
On a percentage basis, today still ninety-six percent of cases have been in cold countries with only four percent in warm countries.
Our definition of cold countries remains unchanged, with a February temperature below fifteen degrees Celsius defining a cold country and above fifteen degrees delineating a warm country. This is because we found the average temperature in Okinawa in February was sixteen degrees Celsius. At this temperature you can go out wearing shorts during the days but need a light jacket or sweatshirt in the evening.
On the other hand, what the people have said to us is certainly true. Some warm countries have seen outbreaks that are hard to ignore. Brazil (1,546 cases), Australia (1,353 cases), Malaysia (1,306 cases) are the leaders in the warm countries right now. Still this is much lower than the leaders in cold countries, China (81,054 cases), Italy (59,138 cases), and USA (32,783 cases).
Please refer to the charts which illustrate this information.
Chart #1: Percent of Cases in Cold vs. Warm Countries (updated March 23, 2020)
Chart #2: Top Twenty-Five Countries by COVID-19 Cases (updated March 23, 2020)
Countries and Regions That Have Beaten The Virus
The warm countries of Singapore and Hong Kong, had initially had high case counts, ranking number 17 and 18 for most cases as of March 8th. Countries like these have shown that the virus can essentially be stopped. Singapore now has the 40th most cases and Hong Kong has the 50th most cases. But we feel that they probably beat the virus as much because they dealt very aggressively with it as because of the warm weather there.
After all, China and Korea are cold countries and they've shown that by dealing aggressively with COVID-19, they could slow or stop the virus too. China has shown very few cases recently despite it seeming out of control at one point. Korea, which does have a high case count, (probably influenced by aggressive testing), has shown a very low death rate.
The Effect of Testing
What about the effect of testing? There is some thinking that the second order things we?ve talked about are also important. For instance, it might be possible that there is more testing in cold countries than warm countries. We haven't found reliable data on this for all countries, which would be required, but it is a reasonable thing to consider. Note that we did show a consideration for this by doing a per capita GDP analysis, below.
Cold vs. Warm Country Populations
One reader told us they thought there might be more cold countries in the world or more people living in cold countries. We looked at that but concluded that there are only forty-seven percent of the people living in cold countries, whereas fifty-three percent of the people live in warm countries. So, if anything, this should have counteracted the high percentage of cases in cold countries.
Northern Hemisphere vs. Southern Hemisphere Populations
Another reader asked us about what will happen to the Southern hemisphere in July and August. So, we decided to do that analysis as well. Australia concerns us a lot because it has 1,353 cases and will be heading into winter shortly. In Australia most of the population lives in areas where the temperature will be below our fifteen-degree threshold in its coldest month of July.
However, on a further analysis we found that much of the rest of the southern hemisphere population will actually be defined as warm even in the months of July and August. To wit, only nine southern hemisphere countries, representing 2.7% of the world's population will be colder than fifteen degrees, and classified as a cold country in the month of July. July is typically the coldest month of the year in the Southern Hemisphere. If we were to include northern hemisphere countries that will still be below fifteen degrees in July, such as Russia and Iceland, then we can see that 6.9 percent of the world's population will be cold in July.
Chart #3: Percent of Global Population Living in Countries that will be Cold in July
The Effect of Per Capita GDP on Case Counts
Further thinking about "second order considerations" we wanted to look at GDP to see if maybe the colder countries had higher per capita GDP and this was leading to higher COVID-19 case counts. One might argue that this would have led to more travelers to the cold countries, a situation where better healthcare exists, and a situation where more tests have been conducted.
All of these are certainly possible and would push against the idea that temperature itself, or some corollary of temperature is supporting the lower case counts in warm countries.
We looked at GDP in cold and warm countries and found that cold countries have a higher average per capita GDP. In fact, sixty-seven percent of the world's per capita GDP is in cold countries and thirty-three percent is in warm countries. So, this GDP factor is certainly one that cannot be completely ignored.
It is indeed a possibility that the virus simply spread "first" in cold countries and it will spread in warm countries next.
Still, we feel that 96.0% of all cases being in cold countries can't be seen as insignificant at this point.
Conclusions
So, what does all of this mean? Does it show that the virus only spreads in cold countries? Does it show that the summer will stop the spread in Europe and North America? Is anything conclusive?
We think that the numbers are telling us four things
A. The spread seems to be faster in colder weather (for whatever reason),
B. The virus can spread in warm countries but seems to spread slower (for whatever reason),
C. The virus can be "beaten" in both warm and cold countries with the right intervention,
D. The summer months are likely to "help" the slow of the spread at least for a few months in Europe and North America, but it will certainly help if Europe and North America continue to take aggressive containment measures.
Separately we think that data is showing that countries that test and treat coronavirus patients in separate "coronavirus only" facilities do much better at containment. Protecting elderly in hospitals and in retirement homes is vitally important to success. This is a topic for another article.
Comments about our analysis are welcome at the email below.
About Azabu Insights
Azabu Insights is a boutique strategic consulting company based in Azabu Juban, Tokyo, Japan. Our teams work collaboratively with clients to build strategies that lead to positive change. Our multilingual team members have top tier academic backgrounds and deep industry experience that we leverage to provide first class, fully engaged, strategic consulting. Core specializations include life sciences, finance, electronics, automotive, aerospace and other industries. For more information contact: info@azabuinsights.com.
Copyright 2020 JCN Newswire. All rights reserved. www.jcnnewswire.com
Since then we have had many comments from different people. One very respected business person who works in life sciences, told us he thought it was a, "multivariate problem," and suggested that, "It's possible, for example, that infection rate would be strongly correlated with people meeting in enclosed areas will less have outside air circulation." He was saying that our analysis might be true but it might not be, "because of the temperature," but because of something that "relates to temperature."
Another doctor said he thought it was because in spring people go outside more and they are less impacted by the dry air of air conditioning systems.
One hospital vice president, whom we highly respect, responded politely, "I do not think that COVID-19 relates to temperature."
Our conclusion on March 11th was: "As previously, we conclude that COVID-19 can spread in warm regions but seems to spread much more quickly in colder regions. We hope that countries and regions around the world will aggressively work to keep the virus at bay until the summer months and hope that the warm temperatures will support further containment."
You can see, then as now, we were certainly not 100% convinced that temperature was the driver or that temperature would save the day. But we do remain optimistic.
As recently as March 21, a virologist, Christian Drosten, who advises the German government in their so-far successful tackling of the coronavirus crisis, expressed some optimism that in the coming months we may have some success beating the virus. When asked about the effect of temperature, he responded: "This effect isn't likely to be particularly pronounced. It won't be able to stop the outbreak, but it may help a bit. And combined with the isolation measures, I strongly expect that we will see an impact in a month." It seems he also was not 100% convinced that higher temperature in summer months would solve things, but he thought it could help and envisioned more success at beating the virus spread in weeks ahead.
Updating Data on Temperature vs. Case Statistics - The Situation Now (March 23rd)
On the other hand, we have had people recently coming to us and saying that they've heard that there are more outbreaks in warm countries, like Malaysia and Brazil recently. They ask, "doesn't this prove the theory wrong?" So, we wanted to take a third look at the data and see what it says now and try to figure out what it means. Here are the results.
First off, the cold countries have moved more to the top of the cases list. The top fifteen countries are now all cold countries, as are twenty-two of the top twenty-five countries by case count.
On a percentage basis, today still ninety-six percent of cases have been in cold countries with only four percent in warm countries.
Our definition of cold countries remains unchanged, with a February temperature below fifteen degrees Celsius defining a cold country and above fifteen degrees delineating a warm country. This is because we found the average temperature in Okinawa in February was sixteen degrees Celsius. At this temperature you can go out wearing shorts during the days but need a light jacket or sweatshirt in the evening.
On the other hand, what the people have said to us is certainly true. Some warm countries have seen outbreaks that are hard to ignore. Brazil (1,546 cases), Australia (1,353 cases), Malaysia (1,306 cases) are the leaders in the warm countries right now. Still this is much lower than the leaders in cold countries, China (81,054 cases), Italy (59,138 cases), and USA (32,783 cases).
Please refer to the charts which illustrate this information.
Chart #1: Percent of Cases in Cold vs. Warm Countries (updated March 23, 2020)
Chart #2: Top Twenty-Five Countries by COVID-19 Cases (updated March 23, 2020)
Countries and Regions That Have Beaten The Virus
The warm countries of Singapore and Hong Kong, had initially had high case counts, ranking number 17 and 18 for most cases as of March 8th. Countries like these have shown that the virus can essentially be stopped. Singapore now has the 40th most cases and Hong Kong has the 50th most cases. But we feel that they probably beat the virus as much because they dealt very aggressively with it as because of the warm weather there.
After all, China and Korea are cold countries and they've shown that by dealing aggressively with COVID-19, they could slow or stop the virus too. China has shown very few cases recently despite it seeming out of control at one point. Korea, which does have a high case count, (probably influenced by aggressive testing), has shown a very low death rate.
The Effect of Testing
What about the effect of testing? There is some thinking that the second order things we?ve talked about are also important. For instance, it might be possible that there is more testing in cold countries than warm countries. We haven't found reliable data on this for all countries, which would be required, but it is a reasonable thing to consider. Note that we did show a consideration for this by doing a per capita GDP analysis, below.
Cold vs. Warm Country Populations
One reader told us they thought there might be more cold countries in the world or more people living in cold countries. We looked at that but concluded that there are only forty-seven percent of the people living in cold countries, whereas fifty-three percent of the people live in warm countries. So, if anything, this should have counteracted the high percentage of cases in cold countries.
Northern Hemisphere vs. Southern Hemisphere Populations
Another reader asked us about what will happen to the Southern hemisphere in July and August. So, we decided to do that analysis as well. Australia concerns us a lot because it has 1,353 cases and will be heading into winter shortly. In Australia most of the population lives in areas where the temperature will be below our fifteen-degree threshold in its coldest month of July.
However, on a further analysis we found that much of the rest of the southern hemisphere population will actually be defined as warm even in the months of July and August. To wit, only nine southern hemisphere countries, representing 2.7% of the world's population will be colder than fifteen degrees, and classified as a cold country in the month of July. July is typically the coldest month of the year in the Southern Hemisphere. If we were to include northern hemisphere countries that will still be below fifteen degrees in July, such as Russia and Iceland, then we can see that 6.9 percent of the world's population will be cold in July.
Chart #3: Percent of Global Population Living in Countries that will be Cold in July
The Effect of Per Capita GDP on Case Counts
Further thinking about "second order considerations" we wanted to look at GDP to see if maybe the colder countries had higher per capita GDP and this was leading to higher COVID-19 case counts. One might argue that this would have led to more travelers to the cold countries, a situation where better healthcare exists, and a situation where more tests have been conducted.
All of these are certainly possible and would push against the idea that temperature itself, or some corollary of temperature is supporting the lower case counts in warm countries.
We looked at GDP in cold and warm countries and found that cold countries have a higher average per capita GDP. In fact, sixty-seven percent of the world's per capita GDP is in cold countries and thirty-three percent is in warm countries. So, this GDP factor is certainly one that cannot be completely ignored.
It is indeed a possibility that the virus simply spread "first" in cold countries and it will spread in warm countries next.
Still, we feel that 96.0% of all cases being in cold countries can't be seen as insignificant at this point.
Conclusions
So, what does all of this mean? Does it show that the virus only spreads in cold countries? Does it show that the summer will stop the spread in Europe and North America? Is anything conclusive?
We think that the numbers are telling us four things
A. The spread seems to be faster in colder weather (for whatever reason),
B. The virus can spread in warm countries but seems to spread slower (for whatever reason),
C. The virus can be "beaten" in both warm and cold countries with the right intervention,
D. The summer months are likely to "help" the slow of the spread at least for a few months in Europe and North America, but it will certainly help if Europe and North America continue to take aggressive containment measures.
Separately we think that data is showing that countries that test and treat coronavirus patients in separate "coronavirus only" facilities do much better at containment. Protecting elderly in hospitals and in retirement homes is vitally important to success. This is a topic for another article.
Comments about our analysis are welcome at the email below.
About Azabu Insights
Azabu Insights is a boutique strategic consulting company based in Azabu Juban, Tokyo, Japan. Our teams work collaboratively with clients to build strategies that lead to positive change. Our multilingual team members have top tier academic backgrounds and deep industry experience that we leverage to provide first class, fully engaged, strategic consulting. Core specializations include life sciences, finance, electronics, automotive, aerospace and other industries. For more information contact: info@azabuinsights.com.
Copyright 2020 JCN Newswire. All rights reserved. www.jcnnewswire.com
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