COVID-19 Hotspots around the World

When people look at COVID-19 hotspots around the world, they usually look at a list of total infections and deaths by country. These are not the best statistics to figure out where the most dangerous areas for infections are located - the deadliest manifestations of the current epidemic.

Country	Infections/MM	Infections	Deaths	Mortality	Mortality	Mortality
				Coincident	Lagged5	Resolved
Italy	167	10149	631	6.2%	16.4%	38.6%
S. Korea	145	7513	58	0.8%	0.9%	19.0%
Iran	98	8042	291	3.6%	8.3%	9.6%
Switzerland	58	497	3	0.6%	2.5%	50.0%
China	57	80761	3136	3.9%	3.9%	5.0%
Spain	36	1690	35	2.1%	12.4%	20.6%
Singapore	29	166	0	0.0%	0.0%	0.0%
France	27	1784	33	1.8%	7.8%	71.4%
U.S.	3	971	30	3.1%	13.6%	66.7%

On a list of most infections, China clearly tops the list with 80,761.  On a list of most deaths, China again tops the list with 3,136. But China has a huge population of citizens who can potentially become infected.  A normalized ratio of infections per million of population is a more accurate measure of how widespread the infection is in each country, how deeply the infection affects each person,  and how well each country's government is managing the crisis within its own borders.  On such a "hotness" measure, China has already been exceeded by Italy, South Korea, Iran, and Switzerland.  In these countries, COVID-19 is generally less under control.  Travelers would do well to avoid these hotspots.  Indeed this figure could have given the Italian government government an earlier warning as to how serious their problem was and led them to close their borders sooner rather than later.  Since this outbreak is still in its dynamic stage, the hotness figure by itself has a major issue: countries like South Korea that are doing a great job testing their citizens will inevitably come up with higher figures, while countries like the U.S. that are dragging their feet will show lower figures.   As testing ramps up, the U.S. hotness will surely rise and begin to more accurately reflect how thoroughly they are caring for their citizens.   (A table of number of tests done per million population could be used to correct this problem but some countries such as the U.S. have stopped reporting this number.)

One other statistic that people are obsessed with, and rightly so, is the mortality rate.  This is the ultimate measure of how serious a disease is.  Many people have downplayed the seriousness of COVID-19 by claiming it's just like the seasonal flu that kills hundreds of thousands each year without causing anywhere near the panic that COVID-19 seems to evoke.  The main reasons seasonal flu is more accepted is that there is a fairly effective vaccine each year for the flu and the mortality rate is near 0.1%. It affects one in a thousand, so most people are not directly affected (and some people like President Trump don't even realize that a close relative, in this case his grandfather, has died from the seasonal flu).   COVID-19's impact could potentially be much higher.   In a pandemic, nearly 10% of a country's population could be infected.  That 167 per million in Italy could be hundreds of times larger.  Imagine if the number of deaths increased a hundredfold.  The global mortality rate according to WHO is 3.4% with a wide range of uncertainty.  The apparent coincident mortality rate in Italy is 6.2% - nearly twice as high (possibly due to its relatively older population).  But even this high figure may be understated because it assumes that every diagnosed case could immediately result in death.  In reality COVID-19 can take about 5 days to manifest itself in symptoms, and then 9 to 16 more days to resolve itself.   We suggest that a rate calculated by looking at the current deaths divided by the number of confirmed infections 5 days earlier would provide a more accurate estimate of the true mortality.  Both of these are imperfect while the epidemic is ongoing and the true mortality rate can only be calculated when the outbreak has ended and all the confirmed cases have been resolved into deaths or recoveries.  In China, the current outbreak is near its peak and the coincident rate (3.9%) is now nearly the same as the lagged5 rate (3.9%) and fairly close to the resolved rate (5.0%).  All these rates may need to be adjusted down because of the COVID-19 cases that were too mild to require a test.  However, in some countries like South Korea, we suspect that they are doing a much more thorough testing process than other countries and they therefore have a very low coincident and lagged rate and we suspect eventually a very low resolved mortality rate near 1%.  This would still make COVID-19 10 times more deadly than the seasonal flu,a serious problem worldwide, and a grave problem for certain countries.