{"id":22035,"date":"2020-03-23T13:48:27","date_gmt":"2020-03-23T20:48:27","guid":{"rendered":"http:\/\/amicuscuria.com\/wordpress\/?p=22035"},"modified":"2020-03-24T00:26:23","modified_gmt":"2020-03-24T07:26:23","slug":"covid-19-destined-to-be-recurring-fact-of-life","status":"publish","type":"post","link":"https:\/\/amicuscuria.com\/wordpress\/covid-19-destined-to-be-recurring-fact-of-life\/","title":{"rendered":"COVID-19 destined to be recurring fact of life?"},"content":{"rendered":"\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nby Tomas Pueyo (3-19-20)\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"384\" height=\"384\" src=\"http:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/TomasPueyo.png\" alt=\"\" class=\"wp-image-22036\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/TomasPueyo.png 384w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/TomasPueyo-300x300.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/TomasPueyo-150x150.png 150w\" sizes=\"auto, (max-width: 384px) 100vw, 384px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n2 MSc in Engineering. Stanford MBA. Ex-Consultant. Creator of viral applications with &gt;20M users. Currently leading a billion-dollar business @ Course Hero\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<strong>What the Next 18 Months Can Look Like, if Leaders Buy Us Time<\/strong>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"3366\" height=\"1572\" src=\"https:\/\/i0.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance.png?fit=640%2C299\" alt=\"\" class=\"wp-image-22037\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance.png 3366w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-300x140.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-1024x478.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-768x359.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-1536x717.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-2048x956.png 2048w\" sizes=\"auto, (max-width: 3366px) 100vw, 3366px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<em>This article follows&nbsp;<\/em><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/medium.com\/@tomaspueyo\/coronavirus-act-today-or-people-will-die-f4d3d9cd99ca\"><em>Coronavirus: Why You Must Act Now<\/em><\/a><em>, with over 40 million views and 30 translations. If you agree with this article, consider&nbsp;<\/em><a rel=\"noreferrer noopener\" href=\"https:\/\/petitions.whitehouse.gov\/petition\/buy-us-time-fight-coronavirus-and-save-millions-lives-hammer-and-dance-suppression-strategy\" target=\"_blank\"><em>signing the corresponding White House petition<\/em><\/a><em>. Translations available in 27 languages at the bottom. Running&nbsp;<\/em><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/medium.com\/@tomaspueyo\/coronavirus-articles-endorsements-fdc68614f8e3\"><em>list of endorsements here<\/em><\/a><em>. 5 million views so far.<\/em>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<strong>Summary of the article: Strong coronavirus measures today should only last a few weeks, there shouldn\u2019t be a big peak of infections afterwards, and it can all be done for a reasonable cost to society, saving millions of lives along the way. If we don\u2019t take these measures, tens of millions will be infected, many will die, along with anybody else that requires intensive care, because the healthcare system will have collapsed.<\/strong>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWithin a week, countries around the world have gone from: \u201c<em>This coronavirus thing is not a big deal<\/em>\u201d to declaring the state of emergency. Yet many countries are still not doing much. Why?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nEvery country is asking the same question: How should we respond? The answer is not obvious to them.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nSome countries, like France, Spain or Philippines, have since ordered heavy lockdowns. Others, like the US, UK, or Switzerland, have dragged their feet, hesitantly venturing into social distancing measures.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nHere\u2019s what we\u2019re going to cover today, again with lots of charts, data and models with plenty of sources:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ol class=\"wp-block-list\"><li>What\u2019s the current situation?<\/li><li>What options do we have?<\/li><li>What\u2019s the one thing that matters now: Time<\/li><li>What does a good coronavirus strategy look like?<\/li><li>How should we think about the economic and social impacts?<\/li><\/ol>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWhen you\u2019re done reading the article, this is what you\u2019ll take away:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOur healthcare system is already collapsing.<br>Countries have two options: either they fight it hard now, or they will suffer a massive epidemic.<br>If they choose the epidemic, hundreds of thousands will die. In some countries, millions.<br>And that might not even eliminate further waves of infections.<br>If we fight hard now, we will curb the deaths.<br>We will relieve our healthcare system.<br>We will prepare better.<br>We will learn.<br>The world has never learned as fast about anything, ever.<br>And we need it, because we know so little about this virus.<br>All of this will achieve something critical: Buy Us Time.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIf we choose to fight hard, the fight will be sudden, then gradual.<br>We will be locked in for weeks, not months.<br>Then, we will get more and more freedoms back.<br>It might not be back to normal immediately.<br>But it will be close, and eventually back to normal.<br>And we can do all that while considering the rest of the economy too.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOk, let\u2019s do this.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h1 class=\"wp-block-heading\" id=\"0881\">1. What\u2019s the situation?<\/h1>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nLast week, this curve was published:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"3366\" height=\"1572\" src=\"https:\/\/i2.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-1.png?fit=640%2C299\" alt=\"\" class=\"wp-image-22038\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-1.png 3366w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-1-300x140.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-1-1024x478.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-1-768x359.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-1-1536x717.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/HammerDance-1-2048x956.png 2048w\" sizes=\"auto, (max-width: 3366px) 100vw, 3366px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIt showed coronavirus cases across the world outside of China. We could only discern Italy, Iran and South Korea. So I had to zoom in on the bottom right corner to see the emerging countries. My entire point is that they would soon be joining these 3 cases.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nLet\u2019s see what has happened since.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"3348\" height=\"1862\" src=\"https:\/\/i0.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart2.png?fit=640%2C356\" alt=\"\" class=\"wp-image-22039\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart2.png 3348w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart2-300x167.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart2-1024x570.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart2-768x427.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart2-1536x854.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart2-2048x1139.png 2048w\" sizes=\"auto, (max-width: 3348px) 100vw, 3348px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nAs predicted, the number of cases has exploded in dozens of countries. Here, I was forced to show only countries with over 1,000 cases. A few things to note:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ul class=\"wp-block-list\"><li>Spain, Germany, France and the US all have more cases than Italy when it ordered the lockdown<\/li><li>An additional 16 countries have more cases today than Hubei when it went under lockdown: Japan, Malaysia, Canada, Portugal, Australia, Czechia, Brazil and Qatar have more than Hubei but below 1,000 cases. Switzerland, Sweden, Norway, Austria, Belgium, Netherlands and Denmark all have above 1,000 cases.<\/li><\/ul>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nDo you notice something weird about this list of countries? Outside of China and Iran, which have suffered massive, undeniable outbreaks, and Brazil and Malaysia, every single country in this list is among the wealthiest in the world.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nDo you think this virus targets rich countries? Or is it more likely that rich countries are better able to identify the virus?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIt\u2019s unlikely that poorer countries aren\u2019t touched. Warm and humid weather&nbsp;<a href=\"https:\/\/www.medrxiv.org\/content\/10.1101\/2020.03.12.20034728v1\" target=\"_blank\" rel=\"noreferrer noopener\">probably<\/a>&nbsp;<a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=3556998\" target=\"_blank\" rel=\"noreferrer noopener\">helps<\/a>, but doesn\u2019t prevent an outbreak by itself \u2014 otherwise Singapore, Malaysia or Brazil wouldn\u2019t be suffering outbreaks.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe most likely interpretations are that the coronavirus either took longer to reach these countries because they\u2019re less connected, or it\u2019s already there but these countries haven\u2019t been able to invest enough on testing to know.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nEither way, if this is true, it means that most countries won\u2019t escape the coronavirus. It\u2019s a matter of time before they see outbreaks and need to take measures.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWhat measures can different countries take?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h1 class=\"wp-block-heading\" id=\"69e1\">2. What Are Our Options?<\/h1>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nSince the article last week, the conversation has changed and many countries have taken measures. Here are some of the most illustrative examples:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"fcd4\">Measures in Spain and France<\/h2>\n\n\n\n\nIn one extreme, we have Spain and France. This is the timeline of measures for Spain:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOn Thursday, 3\/12, the President dismissed suggestions that the Spanish authorities had been underestimating the health threat.<br>On Friday, they declared the State of Emergency.<br>On Saturday, measures were taken:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ul class=\"wp-block-list\"><li>People can\u2019t leave home except for key reasons: groceries, work, pharmacy, hospital, bank or insurance company (extreme justification)<\/li><li>Specific ban on taking kids out for a walk or seeing friends or family (except to take care of people who need help, but with hygiene and physical distance measures)<\/li><li>All bars and restaurants closed. Only take-home acceptable.<\/li><li>All entertainment closed: sports, movies, museums, municipal celebrations\u2026<\/li><li>Weddings can\u2019t have guests. Funerals can\u2019t have more than a handful of people.<\/li><li>Mass transit remains open<\/li><\/ul>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOn Monday, land borders were shut.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nSome people see this as a great list of measures. Others put their hands up in the air and cry of despair. This difference is what this article will try to reconcile.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nFrance\u2019s timeline of measures is similar, except they took more time to apply them, and they are more aggressive now. For example, rent, taxes and utilities are suspended for small businesses.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"3d68\">Measures in the US and UK<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe US and UK, like countries such as Switzerland, have dragged their feet in implementing measures. Here\u2019s the timeline for the US:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ul class=\"wp-block-list\"><li>Wednesday 3\/11: travel ban.<\/li><li>Friday: National Emergency declared. No social distancing measures<\/li><li>Monday: the government urges the public to avoid restaurants or bars and attend events with more than 10 people. No social distancing measure is actually enforceable. It\u2019s just a suggestion.<\/li><\/ul>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nLots of states and cities are taking the initiative and mandating much stricter measures.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe UK has seen a similar set of measures: lots of recommendations, but very few mandates.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThese two groups of countries illustrate the two extreme approaches to fight the coronavirus: mitigation and suppression. Let\u2019s understand what they mean.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"6a1c\">Option 1: Do Nothing<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nBefore we do that, let\u2019s see what doing nothing would entail for a country like the US:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2732\" height=\"1956\" src=\"https:\/\/i1.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart3.png?fit=640%2C458\" alt=\"\" class=\"wp-image-22042\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart3.png 2732w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart3-300x215.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart3-1024x733.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart3-768x550.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart3-1536x1100.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart3-2048x1466.png 2048w\" sizes=\"auto, (max-width: 2732px) 100vw, 2732px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<em>This&nbsp;<\/em><a rel=\"noreferrer noopener\" href=\"http:\/\/gabgoh.github.io\/COVID\/index.html\" target=\"_blank\"><em>fantastic epidemic calculator<\/em><\/a><em>&nbsp;can help you understand what will happen under different scenarios. Below the graph, I&#8217;ve pasted the key factors that determine the behavior of the virus. Note that infected, in pink, peak in the tens of millions at a certain date. Most variables have been kept from the default. The only material changes are R from 2.2 to 2.4 (corresponds better to currently available information. See at the bottom of the epidemic calculator), fatality rate (4% due to healthcare system collapse. See details below or in the&nbsp;<\/em><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/medium.com\/@tomaspueyo\/coronavirus-act-today-or-people-will-die-f4d3d9cd99ca\"><em>previous article<\/em><\/a><em>), length of hospital stay (down from 20 to 10 days) and hospitalization rate (down from 20% to 14% based on severe and critical cases. Note the WHO calls out a 20% rate) based on our most recently available&nbsp;<\/em><a rel=\"noreferrer noopener\" href=\"https:\/\/docs.google.com\/spreadsheets\/d\/1uJHvBubps9Z2Iw_-a_xeEbr3-gci6c475t1_bBVkarc\/edit?usp=sharing\" target=\"_blank\"><em>gathering of research<\/em><\/a><em>. Note that these numbers don\u2019t change results much. The only change that matters is the fatality rate.<\/em>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIf we do nothing: Everybody gets infected, the healthcare system gets overwhelmed, the mortality explodes, and ~10 million people die (blue bars). For the back-of-the-envelope numbers: if ~75% of Americans get infected and 4% die, that\u2019s 10 million deaths, or around 25 times the number of&nbsp;<a href=\"https:\/\/www.nationalww2museum.org\/students-teachers\/student-resources\/research-starters\/research-starters-worldwide-deaths-world-war\" target=\"_blank\" rel=\"noreferrer noopener\">US deaths in World War II<\/a>.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nYou might wonder:&nbsp;<em>\u201cThat sounds like a lot. I\u2019ve heard much less than that!\u201d<\/em>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nSo what\u2019s the catch? With all these numbers, it\u2019s easy to get confused. But there\u2019s only two numbers that matter: What share of people will catch the virus and fall sick, and what share of them will die. If only 25% are sick (because the others have the virus but don\u2019t have symptoms so aren\u2019t counted as cases), and the fatality rate is 0.6% instead of 4%, you end up with 500k deaths in the US.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIf we don\u2019t do anything, the number of deaths from the coronavirus will probably land between these two numbers. The chasm between these extremes is mostly driven by the fatality rate, so understanding it better is crucial. What really causes the coronavirus deaths?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"b137\">How Should We Think about the Fatality Rate?<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis is the same graph as before, but now looking at hospitalized people instead of infected and dead:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2866\" height=\"1928\" src=\"https:\/\/i0.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart4.png?fit=640%2C431\" alt=\"\" class=\"wp-image-22045\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart4.png 2866w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart4-300x202.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart4-1024x689.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart4-768x517.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart4-1536x1033.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart4-2048x1378.png 2048w\" sizes=\"auto, (max-width: 2866px) 100vw, 2866px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe light blue area is the number of people who would need to go to the hospital, and the darker blue represents those who need to go to the intensive care unit (ICU). You can see that number would peak at above 3 million.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nNow compare that to the number of ICU beds we have in the US (50k today, we could double that repurposing other space). That\u2019s the red dotted line.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nNo, that\u2019s not an error.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThat red dotted line is the capacity we have of ICU beds. Everyone above that line would be in critical condition but wouldn\u2019t be able to access the care they need, and would likely die.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nInstead of ICU beds you can also look at ventilators, but the result is broadly the same, since there are&nbsp;<a href=\"https:\/\/www.usatoday.com\/story\/news\/health\/2020\/03\/18\/coronavirus-ventilators-us-hospitals-johns-hopkins-mayo-clinic\/5032523002\/\" target=\"_blank\" rel=\"noreferrer noopener\">fewer than 100k ventilators in the US<\/a>.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis is why people died in droves in Hubei and are now dying in droves in Italy and Iran. The Hubei fatality rate ended up better than it could have been because they built 2 hospitals nearly overnight. Italy and Iran can\u2019t do the same; few, if any, other countries can. We\u2019ll see what ends up happening there.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nSo why is the fatality rate close to 4%?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIf 5% of your cases require intensive care and you can\u2019t provide it, most of those people die. As simple as that.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nAdditionally, recent data suggests that&nbsp;<a href=\"https:\/\/www.cdc.gov\/mmwr\/volumes\/69\/wr\/mm6912e2.htm?s_cid=mm6912e2_w\" target=\"_blank\" rel=\"noreferrer noopener\">US cases are more severe than in China<\/a>.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nI wish that was all, but it isn\u2019t.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"c08a\">Collateral Damage<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThese numbers only show people dying from coronavirus. But what happens if all your healthcare system is collapsed by coronavirus patients? Others also die from other ailments.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWhat happens if you have a heart attack but the ambulance takes 50 minutes to come instead of 8 (too many coronavirus cases) and once you arrive, there\u2019s no ICU and no doctor available? You die.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThere are&nbsp;<a href=\"https:\/\/healthpolicy.ucsf.edu\/icu-outcomes\" target=\"_blank\" rel=\"noreferrer noopener\">4 million admissions to the ICU<\/a>&nbsp;in the US every year, and 500k (~13%) of them die. Without ICU beds, that share would likely go much closer to 80%. Even if only 50% died, in a year-long epidemic you go from 500k deaths a year to 2M, so you\u2019re adding 1.5M deaths, just with collateral damage.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIf the coronavirus is left to spread, the US healthcare system will collapse, and the deaths will be in the millions, maybe more than 10 million.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe same thinking is true for most countries. The number of ICU beds and ventilators and healthcare workers are usually similar to the US or lower in most countries. Unbridled coronavirus means healthcare system collapse, and that means mass death.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nUnbridled coronavirus means healthcare systems collapse, and that means mass death.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nBy now, I hope it\u2019s pretty clear we should act. The two options that we have are mitigation and suppression. Both of them propose to \u201cflatten the curve\u201d, but they go about it very differently.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"4269\">Option 2: Mitigation Strategy<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nMitigation goes like this: \u201c<em>It\u2019s impossible to prevent the coronavirus now, so let\u2019s just have it run its course, while trying to reduce the peak of infections. Let\u2019s just flatten the curve a little bit to make it more manageable for the healthcare system.<\/em>\u201d\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"1174\" src=\"https:\/\/i2.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/Covid-19chart5.png?fit=640%2C469\" alt=\"\" class=\"wp-image-22047\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/Covid-19chart5.png 1600w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/Covid-19chart5-300x220.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/Covid-19chart5-1024x751.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/Covid-19chart5-768x564.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/Covid-19chart5-1536x1127.png 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis chart appears in a very important&nbsp;<a href=\"https:\/\/www.imperial.ac.uk\/media\/imperial-college\/medicine\/sph\/ide\/gida-fellowships\/Imperial-College-COVID19-NPI-modelling-16-03-2020.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">paper<\/a>&nbsp;published over the weekend from the Imperial College London. Apparently, it pushed the UK and US governments to change course.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIt\u2019s a very similar graph as the previous one. Not the same, but conceptually equivalent. Here, the \u201cDo Nothing\u201d situation is the black curve. Each one of the other curves are what would happen if we implemented tougher and tougher social distancing measures. The blue one shows the toughest social distancing measures: isolating infected people, quarantining people who might be infected, and secluding old people. This blue line is broadly the&nbsp;<a href=\"https:\/\/www.gov.uk\/government\/publications\/covid-19-guidance-on-social-distancing-and-for-vulnerable-people\/guidance-on-social-distancing-for-everyone-in-the-uk-and-protecting-older-people-and-vulnerable-adults\" target=\"_blank\" rel=\"noreferrer noopener\">current UK coronavirus strategy<\/a>, although for now they\u2019re just suggesting it, not mandating it.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nHere, again, the red line is the capacity for ICUs, this time in the UK. Again, that line is very close to the bottom. All that area of the curve on top of that red line represents coronavirus patients who would mostly die because of the lack of ICU resources.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nNot only that, but by flattening the curve, the ICUs will collapse for months, increasing collateral damage.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nYou should be shocked. When you hear: \u201c<em>We\u2019re going to do some mitigation<\/em>\u201d what they\u2019re really saying is: \u201c<em>We will knowingly overwhelm the healthcare system, driving the fatality rate up by a factor of 10x at least.<\/em>\u201d\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nYou would imagine this is bad enough. But we\u2019re not done yet. Because one of the key assumptions of this strategy is what\u2019s called \u201cHerd Immunity\u201d.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"7c07\">Herd Immunity and Virus Mutation<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe idea is that all the people who are infected and then recover are now immune to the virus. This is at the core of this strategy: \u201c<em>Look, I know it\u2019s going to be hard for some time, but once we\u2019re done and a few million people die, the rest of us will be immune to it, so this virus will stop spreading and we\u2019ll say goodbye to the coronavirus. Better do it at once and be done with it, because our alternative is to do social distancing for up to a year and risk having this peak happen later anyways.<\/em>\u201d\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nExcept this assumes one thing: the virus doesn\u2019t change too much. If it doesn\u2019t change much, then lots of people do get immunity, and at some point the epidemic dies down\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nHow likely is this virus to mutate?<br>It seems it already has.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"807\" src=\"https:\/\/i0.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart6.png?fit=640%2C323\" alt=\"\" class=\"wp-image-22048\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart6.png 1600w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart6-300x151.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart6-1024x516.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart6-768x387.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart6-1536x775.png 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis graph represents the different mutations of the virus. You can see that the initial strains started in purple in China and then spread. Each time you see a branching on the left graph, that is a mutation leading to a slightly different variant of the virus.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis should not be surprising: RNA-based viruses like the coronavirus or the flu tend to mutate around&nbsp;<a href=\"https:\/\/jvi.asm.org\/content\/92\/14\/e01031-17\" target=\"_blank\" rel=\"noreferrer noopener\">100 times faster than DNA-based ones<\/a>\u2014although the coronavirus mutates more slowly than influenza viruses.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nNot only that, but the best way for this virus to mutate is to have millions of opportunities to do so, which is exactly what a mitigation strategy would provide: hundreds of millions of people infected.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThat\u2019s why you have to get a flu shot every year. Because there are so many flu strains, with new ones always evolving, the flu shot can never protect against all strains.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nPut in another way: the mitigation strategy not only assumes millions of deaths for a country like the US or the UK. It also gambles on the fact that the virus won\u2019t mutate too much \u2014 which we know it does. And it will give it the opportunity to mutate. So once we\u2019re done with a few million deaths, we could be ready for a few million more \u2014&nbsp;<em>every year<\/em>. This corona virus could become a recurring fact of life, like the flu, but many times deadlier.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe best way for this virus to mutate is to have millions of opportunities to do so, which is exactly what a mitigation strategy would provide.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nSo if neither doing nothing and mitigation will work, what\u2019s the alternative? It\u2019s called suppression.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"14d7\">Option 3: Suppression Strategy<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe Mitigation Strategy doesn\u2019t try to contain the epidemic, just flatten the curve a bit. Meanwhile, the Suppression Strategy tries to apply heavy measures to quickly get the epidemic under control. Specifically:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ul class=\"wp-block-list\"><li>Go hard right now. Order heavy social distancing. Get this thing under control.<\/li><li>Then, release the measures, so that people can gradually get back their freedoms and something approaching normal social and economic life can resume.<\/li><\/ul>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWhat does that look like?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"3308\" height=\"1970\" src=\"https:\/\/i1.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart7.png?fit=640%2C381\" alt=\"\" class=\"wp-image-22051\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart7.png 3308w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart7-300x179.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart7-1024x610.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart7-768x457.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart7-1536x915.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart7-2048x1220.png 2048w\" sizes=\"auto, (max-width: 3308px) 100vw, 3308px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<em>All the model parameters are the same, except that there is an intervention around now to reduce the transmission rate to R=0.62, and because the healthcare system isn\u2019t collapsed, the fatality rate goes down to 0.6%. I defined \u201caround now\u201d as having ~32,000 cases when implementing the measures (3x the official number as of today, 3\/19). Note that this is not too sensitive to the R chosen. An R of 0.98 for example shows 15,000 deaths. Five times more than with an R of 0.62, but still tens of thousands of deaths and not millions. It\u2019s also not too sensitive to the fatality rate: if it\u2019s 0.7% instead of 0.6%, the death toll goes from 15,000 to 17,000. It\u2019s the combination of a higher R, a higher fatality rate, and a delay in taking measures that explodes the number of fatalities. That\u2019s why we need to take measures to reduce R today. For clarification, the famous R0 is R at the beginning (R at time 0). It\u2019s the transmission rate when nobody is immune yet and there are no measures against it taken. R is the overall transmission rate.<\/em>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nUnder a suppression strategy, after the first wave is done, the death toll is in the thousands, and not in the millions.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWhy? Because not only do we cut the exponential growth of cases. We also cut the fatality rate since the healthcare system is not completely overwhelmed. Here, I used a fatality rate of 0.9%, around what we\u2019re seeing in South Korea today, which has been most effective at following Suppression Strategy.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nSaid like this, it sounds like a no-brainer. Everybody should follow the Suppression Strategy.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nSo why do some governments hesitate?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThey fear three things:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ol class=\"wp-block-list\"><li>This first lockdown will last for months, which seems unacceptable for many people.<\/li><li>A months-long lockdown would destroy the economy.<\/li><li>It wouldn\u2019t even solve the problem, because we would be just postponing the epidemic: later on, once we release the social distancing measures, people will still get infected in the millions and die.<\/li><\/ol>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nHere is how the Imperial College team modeled suppressions. The green and yellow lines are different scenarios of Suppression. You can see that doesn\u2019t look good: We still get huge peaks, so why bother?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"892\" src=\"https:\/\/i2.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8.png?fit=640%2C357\" alt=\"\" class=\"wp-image-22056\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8.png 1600w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8-300x167.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8-1024x571.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8-768x428.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8-1536x856.png 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWe\u2019ll get to these questions in a moment, but there\u2019s something more important before.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis is completely missing the point.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nPresented like these, the two options of Mitigation and Suppression, side by side, don\u2019t look very appealing. Either a lot of people die soon and we don\u2019t hurt the economy today, or we hurt the economy today, just to postpone the deaths.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis ignores the value of time.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h1 class=\"wp-block-heading\" id=\"feab\">3. The Value of Time<\/h1>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIn our previous post, we explained the value of time in saving lives. Every day, every hour we waited to take measures, this exponential threat continued spreading.&nbsp;<a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@tomaspueyo\/coronavirus-act-today-or-people-will-die-f4d3d9cd99ca\">We saw<\/a>&nbsp;how a single day could reduce the total cases by 40% and the death toll by even more.\n\n\n\nBut time is even more valuable than that.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWe\u2019re about to face the biggest wave of pressure on the healthcare system ever seen in history. We are completely unprepared, facing an enemy we don\u2019t know. That is not a good position for war.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWhat if you were about to face your worst enemy, of which you knew very little, and you had two options: Either you run towards it, or you escape to buy yourself a bit of time to prepare. Which one would&nbsp;<strong>you<\/strong>&nbsp;choose?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis is what we need to do today. The world has awakened. Every single day we delay the coronavirus, we can get better prepared. The next sections detail what that time would buy us:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"5b64\">Lower the Number of Cases<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWith effective suppression, the number of&nbsp;<em>true cases<\/em>&nbsp;would plummet overnight, as we saw in Hubei last week.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"939\" src=\"https:\/\/i1.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart9.png?fit=640%2C376\" alt=\"\" class=\"wp-image-22057\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart9.png 1600w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart9-300x176.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart9-1024x601.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart9-768x451.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart9-1536x901.png 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nAs of today, there are 0 daily new cases of coronavirus in the entire 60 million-big region of Hubei.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe diagnostics would keep going up for a couple of weeks, but then they would start going down. With fewer cases, the fatality rate starts dropping too. And the collateral damage is also reduced: fewer people would die from non-coronavirus-related causes because the healthcare system is simply overwhelmed.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nSuppression would get us:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ul class=\"wp-block-list\"><li>Fewer total cases of Coronavirus<\/li><li>Immediate relief for the healthcare system and the humans who run it<\/li><li>Reduction in fatality rate<\/li><li>Reduction in collateral damage<\/li><li>Ability for infected, isolated and quarantined healthcare workers to get better and back to work. In Italy, healthcare workers represent&nbsp;<a href=\"https:\/\/www.repubblica.it\/cronaca\/2020\/03\/18\/news\/coronavirus_in_vigore_il_decreto_cura-italia_aumentano_i_contagi-251584599\/\" target=\"_blank\" rel=\"noreferrer noopener\">8% of all contagions<\/a>.<\/li><\/ul>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"9c8b\">Understand the True Problem: Testing and Tracing<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nRight now, the UK and the US have no idea about their true cases. We don\u2019t know how many there are. We just know the official number is not right, and the true one is in the tens of thousands of cases. This has happened because we\u2019re not testing, and we\u2019re not tracing.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ul class=\"wp-block-list\"><li>With a few more weeks, we could get our testing situation in order, and start testing&nbsp;<em>everybody<\/em>. With that information, we would finally know the true extent of the problem, where we need to be more aggressive, and what communities are safe to be released from a lockdown.<\/li><li><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/32156101\" target=\"_blank\" rel=\"noreferrer noopener\">New testing methods<\/a>&nbsp;could&nbsp;<a href=\"https:\/\/techcrunch.com\/2020\/03\/18\/oxford-scientists-develop-new-coronavirus-test-that-provides-results-in-just-30-minutes\/\" target=\"_blank\" rel=\"noreferrer noopener\">speed up<\/a>&nbsp;testing and drive costs down substantially.<\/li><li>We could also set up a tracing operation like the ones they have in China or other East Asia countries, where they can identify all the people that every sick person met, and can put them in quarantine. This would give us a ton of intelligence to release later on our social distancing measures: if we know&nbsp;<em>where<\/em>&nbsp;the virus is, we can target these places only. This is not rocket science: it\u2019s the basics of how East Asia Countries have been able to control this outbreak without the kind of draconian social distancing that is increasingly essential in other countries.<\/li><\/ul>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe measures from this section (testing and tracing) single-handedly curbed the growth of the coronavirus in South Korea and got the epidemic under control, without a strong imposition of social distancing measures.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"4af2\">Build Up Capacity<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe US (and presumably the UK) are about to go to war without armor.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWe have&nbsp;<a href=\"https:\/\/www.cnbc.com\/2020\/03\/04\/hhs-clarifies-us-has-about-1percent-of-face-masks-needed-for-full-blown-pandemic.html\" target=\"_blank\" rel=\"noreferrer noopener\">masks for just two weeks<\/a>, few personal protective equipments (\u201cPPE\u201d), not enough ventilators, not enough ICU beds, not enough ECMOs (blood oxygenation machines)\u2026 This is why the fatality rate would be so high in a mitigation strategy.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nBut if we buy ourselves some time, we can turn this around:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ul class=\"wp-block-list\"><li>We have more time to buy equipment we will need for a future wave<\/li><li>We can quickly build up our production of masks, PPEs,&nbsp;<a href=\"https:\/\/www.forbes.com\/sites\/baldwin\/2020\/03\/14\/ventilator-maker-we-can-ramp-up-production-five-fold\/#269a177f5e9a\" target=\"_blank\" rel=\"noreferrer noopener\">ventilators<\/a>, ECMOs, and any other critical device to reduce fatality rate.<\/li><\/ul>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nPut in another way: we don\u2019t need years to get our armor, we need weeks. Let\u2019s do everything we can to get our production humming now. Countries are mobilized. People are being inventive, such as&nbsp;<a href=\"https:\/\/www.theguardian.com\/business\/2020\/mar\/17\/uk-manufacturers-regear-factories-build-ventilators-nhs\" target=\"_blank\" rel=\"noreferrer noopener\">using 3D printing for ventilator parts<\/a>. We can do it. We just need more time. Would you wait a few weeks to get yourself some armor before facing a mortal enemy?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis is not the only capacity we need. We will need health workers as soon as possible. Where will we get them? We need to train people to assist nurses, and we need to get medical workers out of retirement. Many countries have already started, but this takes time. We can do this in a few weeks, but not if everything collapses.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"0c86\">Lower Public Contagiousness<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe public is scared. The coronavirus is new. There\u2019s so much we don\u2019t know how to do yet! People haven\u2019t learned to stop hand-shaking. They still hug. They don\u2019t open doors with their elbow. They don\u2019t wash their hands after touching a door knob. They don\u2019t disinfect tables before sitting.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOnce we have enough masks, we can use them outside of the healthcare system too. Right now, it\u2019s better to keep them for healthcare workers. But if they weren\u2019t scarce, people&nbsp;<a href=\"https:\/\/www.economist.com\/graphic-detail\/2020\/03\/19\/how-long-can-the-novel-coronavirus-survive-on-surfaces-and-in-the-air\" target=\"_blank\" rel=\"noreferrer noopener\">should wear them<\/a>&nbsp;in their daily lives, making it less likely that they infect other people when sick, and with proper training also reducing the likelihood that the wearers get infected. (In the meantime,&nbsp;<a href=\"https:\/\/www.researchgate.net\/publication\/258525804_Testing_the_Efficacy_of_Homemade_Masks_Would_They_Protect_in_an_Influenza_Pandemic\" target=\"_blank\" rel=\"noreferrer noopener\">wearing something is better than nothing<\/a>.)\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nAll of these are pretty cheap ways to reduce the transmission rate. The less this virus propagates, the fewer measures we\u2019ll need in the future to contain it. But we need time to educate people on all these measures and equip them.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"7f08\">Understand the Virus<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWe know very very little about the virus. But every week, hundreds of new papers are coming.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"894\" src=\"https:\/\/i2.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart10.png?fit=640%2C358\" alt=\"\" class=\"wp-image-22061\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart10.png 1600w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart10-300x168.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart10-1024x572.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart10-768x429.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart10-1536x858.png 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe world is finally united against a common enemy. Researchers around the globe are mobilizing to understand this virus better.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nHow does the virus spread?<br>How can contagion be slowed down?<br>What is the share of asymptomatic carriers?<br>Are they contagious? How much?<br>What are good treatments?<br>How long does it survive?<br>On what surfaces?<br>How do different social distancing measures impact the transmission rate?<br>What\u2019s their cost?<br>What are tracing best practices?<br>How reliable are our tests?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nClear answers to these questions will help make our response as targeted as possible while minimizing collateral economic and social damage. And they will come in weeks, not years.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"99fe\">Find Treatments<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nNot only that, but what if we found a treatment in the next few weeks? Any day we buy gets us closer to that. Right now, there are already&nbsp;<a href=\"https:\/\/www.barrons.com\/articles\/regenerons-ceo-on-the-search-for-a-coronavirus-treatment-51584468863\" target=\"_blank\" rel=\"noreferrer noopener\">several candidates<\/a>, such as&nbsp;<a href=\"https:\/\/www.theguardian.com\/world\/2020\/mar\/18\/japanese-flu-drug-clearly-effective-in-treating-coronavirus-says-china\" target=\"_blank\" rel=\"noreferrer noopener\">Favipiravir<\/a>,&nbsp;<a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/32075365\/\" target=\"_blank\" rel=\"noreferrer noopener\">Chloroquine<\/a>, or&nbsp;<a href=\"https:\/\/drive.google.com\/file\/d\/186Bel9RqfsmEx55FDum4xY_IlWSHnGbj\/view?fbclid=IwAR3S3R4ob6wG-t8NTs4cCbq6996lXMZLP5OaZNX5slDy8oBO2wty8jkHnlc\" target=\"_blank\" rel=\"noreferrer noopener\">Chloroquine combined with Azithromycin<\/a>. What if it turned out that in two months we discovered a treatment for the coronavirus? How stupid would we look if we already had millions of deaths following a mitigation strategy?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"abee\">Understand the Cost-Benefits<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nAll of the factors above can help us save millions of lives. That should be enough. Unfortunately, politicians can\u2019t only think about the lives of the infected. They must think about all the population, and heavy social distancing measures have an impact on others.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nRight now we have no idea how different social distancing measures reduce transmission. We also have no clue what their economic and social costs are.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIsn\u2019t it a bit difficult to decide what measures we need for the long term if we don\u2019t know their cost or benefit?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nA few weeks would give us enough time to start studying them, understand them, prioritize them, and decide which ones to follow.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nFewer cases, more understanding of the problem, building up assets, understanding the virus, understanding the cost-benefit of different measures, educating the public\u2026 These are some core tools to fight the virus, and we just need a few weeks to develop many of them. Wouldn\u2019t it be dumb to commit to a strategy that throws us instead, unprepared, into the jaws of our enemy?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h1 class=\"wp-block-heading\" id=\"aa1d\">4. The Hammer and the Dance<\/h1>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nNow we know that the Mitigation Strategy is probably a terrible choice, and that the Suppression Strategy has a massive short-term advantage.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nBut people have rightful concerns about this strategy:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ul class=\"wp-block-list\"><li>How long will it actually last?<\/li><li>How expensive will it be?<\/li><li>Will there be a second peak as big as if we didn\u2019t do anything?<\/li><\/ul>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nHere, we\u2019re going to look at what a true Suppression Strategy would look like. We can call it the Hammer and the Dance.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"de82\">The Hammer<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nFirst, you act quickly and aggressively. For all the reasons we mentioned above, given the value of time, we want to quench this thing as soon as possible.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"1055\" src=\"https:\/\/i1.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart11.png?fit=640%2C422\" alt=\"\" class=\"wp-image-22062\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart11.png 1600w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart11-300x198.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart11-1024x675.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart11-768x506.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart11-1536x1013.png 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOne of the most important questions is: How long will this last?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe fear that everybody has is that we will be locked inside our homes for months at a time, with the ensuing economic disaster and mental breakdowns. This idea was unfortunately entertained in the famous Imperial College paper:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"892\" src=\"https:\/\/i1.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8-1.png?fit=640%2C357\" alt=\"\" class=\"wp-image-22063\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8-1.png 1600w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8-1-300x167.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8-1-1024x571.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8-1-768x428.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart8-1-1536x856.png 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nDo you remember this chart? The light blue&nbsp;<em>area<\/em>&nbsp;that goes from end of March to end of August is the period that the paper recommends as the Hammer, the initial suppression that includes heavy social distancing.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIf you\u2019re a politician and you see that one option is to let hundreds of thousands or millions of people die with a mitigation strategy and the other is to stop the economy for five months before going through the same peak of cases and deaths, these don\u2019t sound like compelling options.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nBut this doesn\u2019t need to be so. This paper, driving policy today, has been&nbsp;<a href=\"https:\/\/www.academia.edu\/42242357\/Review_of_Ferguson_et_al_Impact_of_non-pharmaceutical_interventions\" target=\"_blank\" rel=\"noreferrer noopener\">brutally criticized<\/a>&nbsp;for core flaws: They ignore contact tracing (at the core of policies in South Korea, China or Singapore among others) or travel restrictions (critical in China), ignore the impact of big crowds\u2026\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe time needed for the Hammer is weeks, not months.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"1076\" src=\"https:\/\/i0.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12.png?fit=640%2C431\" alt=\"\" class=\"wp-image-22064\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12.png 1600w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12-300x202.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12-1024x689.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12-768x516.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12-1536x1033.png 1536w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis graph shows the new cases in the entire Hubei region (60 million people) every day since 1\/23. Within 2 weeks, the country was starting to get back to work. Within ~5 weeks it was completely under control. And within 7 weeks the new diagnostics was just a trickle. Let\u2019s remember this was the worst region in China.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nRemember again that these are the orange bars. The grey bars, the true cases, had plummeted much earlier (see Chart 9).\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe measures they took were&nbsp;<a href=\"https:\/\/www.bbc.com\/news\/world-asia-china-51523835\" target=\"_blank\" rel=\"noreferrer noopener\">pretty similar<\/a>&nbsp;to the ones taken in Italy, Spain or France: isolations, quarantines, people had to stay at home unless there was an emergency or had to buy food, contact tracing, testing, more hospital beds, travel bans\u2026\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nDetails matter, however.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nChina\u2019s measures were stronger. For example, people were limited to one person per household allowed to leave home every three days to buy food. Also, their enforcement was severe. It is likely that this severity stopped the epidemic faster.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIn Italy, France and Spain, measures were not as drastic, and their implementation is not as tough. People still walk on the streets, many without masks. This is likely to result in a slower Hammer: more time to fully control the epidemic.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nSome people interpret this as \u201c<em>Democracies will never be able to replicate this reduction in cases<\/em>\u201d. That\u2019s wrong.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n\n<ul class=\"blocks-gallery-grid\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"3050\" height=\"1950\" src=\"https:\/\/i1.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12b.png?fit=640%2C409\" alt=\"\" data-id=\"22066\" data-full-url=\"https:\/\/i1.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12b.png?fit=3050%2C1950\" data-link=\"http:\/\/amicuscuria.com\/wordpress\/?attachment_id=22066\" class=\"wp-image-22066\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12b.png 3050w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12b-300x192.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12b-1024x655.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12b-768x491.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12b-1536x982.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart12b-2048x1309.png 2048w\" sizes=\"auto, (max-width: 3050px) 100vw, 3050px\" \/><\/figure><\/li><\/ul>\n\n<\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nFor several weeks, South Korea had the worst epidemic outside of China. Now, it\u2019s largely under control. And they did it without asking people to stay home. They achieved it mostly with very aggressive testing, contact tracing, and enforced quarantines and isolations.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe following table gives a good sense of what measures different countries have followed, and how that has impacted them (this is a work-in-progress. Feedback welcome.)\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"3332\" height=\"1982\" src=\"https:\/\/i2.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13b.png?fit=640%2C381\" alt=\"\" class=\"wp-image-22068\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13b.png 3332w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13b-300x178.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13b-1024x609.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13b-768x457.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13b-1536x914.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13b-2048x1218.png 2048w\" sizes=\"auto, (max-width: 3332px) 100vw, 3332px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis shows how countries who were prepared, with stronger epidemiological authority, education on hygiene and social distancing, and early detection and isolation, didn\u2019t have to pay with heavier measures afterwards.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nConversely, countries like Italy, Spain or France weren\u2019t doing these well, and had to then apply the Hammer with the hard measures at the bottom to catch up.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe lack of measures in the US and UK is in stark contrast, especially in the US. These countries are still not doing what allowed Singapore, South Korea or Taiwan to control the virus, despite their outbreaks growing exponentially. But it\u2019s a matter of time. Either they have a massive epidemic, or they realize late their mistake, and have to overcompensate with a heavier Hammer. There is no escape from this.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nBut it\u2019s doable. If an outbreak like South Korea\u2019s can be controlled in weeks and without mandated social distancing, Western countries, which are already applying a heavy Hammer with strict social distancing measures, can definitely control the outbreak within weeks. It\u2019s a matter of discipline, execution, and how much the population abides by the rules.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOnce the Hammer is in place and the outbreak is controlled, the second phase begins: the Dance.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"3d1c\">The Dance<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIf you hammer the coronavirus, within a few weeks you\u2019ve controlled it and you\u2019re in much better shape to address it. Now comes the longer-term effort to keep this virus contained until there\u2019s a vaccine.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"3262\" height=\"1770\" src=\"https:\/\/i2.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13.png?fit=640%2C348\" alt=\"\" class=\"wp-image-22069\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13.png 3262w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13-300x163.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13-1024x556.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13-768x417.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13-1536x833.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart13-2048x1111.png 2048w\" sizes=\"auto, (max-width: 3262px) 100vw, 3262px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis is probably the single biggest, most important mistake people make when thinking about this stage: they think it will keep them home for months. This is not the case at all. In fact, it is likely that our lives will go back to close to normal.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"d221\">The Dance in Successful Countries<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nHow come South Korea, Singapore, Taiwan and Japan have had cases for a long time, in the case of South Korea thousands of them, and yet they\u2019re not locked down home?\n\n\n\n\n<p class=\"has-text-align-center\"><strong>Coronavirus:  South Korea seeing a &#8216;stabilizing trend&#8217;<\/strong><\/p>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<p class=\"has-text-align-center\">Speaking to the BBC&#8217;s Andrew Marr, the South Korean Foreign Minister, Kang Kyung-wha, says she thinks extensive testing has been the key to South Korea&#8217;s low coronovirus fatality rate, and that governments have the responsibility to &#8220;guard against panic&#8221;.<\/p>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/www.bbc.com\/news\/av\/world-asia-51897979\/coronavirus-south-korea-seeing-a-stabilising-trend\">https:\/\/www.bbc.com\/news\/av\/world-asia-51897979\/coronavirus-south-korea-seeing-a-stabilising-trend<\/a><\/p>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIn the above video, the South Korea Foreign Minister explains how her country did it. It was pretty simple: efficient testing, efficient tracing, travel bans, efficient isolating and efficient quarantining.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<p class=\"has-text-align-center\">This paper explains Singapore\u2019s approach:<\/p>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/academic.oup.com\/jtm\/advance-article\/doi\/10.1093\/jtm\/taaa039\/5804843\">https:\/\/academic.oup.com\/jtm\/advance-article\/doi\/10.1093\/jtm\/taaa039\/5804843<\/a><\/p>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWant to guess their measures? The same ones as in South Korea. In their case, they complemented with economic help to those in quarantine and travel bans and delays.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIs it too late for these countries and others? No. By applying the Hammer, they\u2019re getting a new chance, a new shot at doing this right. The more they wait, the heavier and longer the hammer, but it can control the epidemics.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nBut what if all these measures aren\u2019t enough?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"14b1\">The Dance of R<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nI call the months-long period between the Hammer and a vaccine or effective treatment the Dance because it won\u2019t be a period during which measures are always the same harsh ones. Some regions will see outbreaks again, others won\u2019t for long periods of time. Depending on how cases evolve, we will need to tighten up social distancing measures or we will be able to release them. That is the dance of R: a dance of measures between getting our lives back on track and spreading the disease, one of economy vs. healthcare.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nHow does this dance work?\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIt all turns around the R. If you remember, it\u2019s the transmission rate. Early on in a standard, unprepared country, it\u2019s somewhere between 2 and 3: During the few weeks that somebody is infected, they infect between 2 and 3 other people on average.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIf R is above 1, infections grow exponentially into an epidemic. If it\u2019s below 1, they die down.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nDuring the Hammer, the goal is to get R as close to zero, as fast as possible, to quench the epidemic. In Wuhan,&nbsp;<a href=\"https:\/\/www.medrxiv.org\/content\/10.1101\/2020.03.03.20030593v1\" target=\"_blank\" rel=\"noreferrer noopener\">it is calculated<\/a>&nbsp;that R was initially 3.9, and after the lockdown and centralized quarantine, it went down to 0.32.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nBut once you move into the Dance, you don\u2019t need to do that anymore. You just need your R to stay below 1: a lot of the social distancing measures have true, hard costs on people. They might lose their job, their business, their healthy habits\u2026\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nYou can remain below R=1 with a few simple measures.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"3552\" height=\"1986\" src=\"https:\/\/i0.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart14.png?fit=640%2C358\" alt=\"\" class=\"wp-image-22079\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart14.png 3552w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart14-300x168.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart14-1024x573.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart14-768x429.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart14-1536x859.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart14-2048x1145.png 2048w\" sizes=\"auto, (max-width: 3552px) 100vw, 3552px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis is an approximation of how different types of patients respond to the virus, as well as their contagiousness. Nobody knows the true shape of this curve, but we\u2019ve gathered data from different papers to approximate how it looks like.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nEvery day after they contract the virus, people have some contagion potential. Together, all these days of contagion add up to 2.5 contagions on average.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIt is believed that there are some contagions already happening during the \u201cno symptoms\u201d phase. After that, as symptoms grow, usually people go to the doctor, get diagnosed, and their contagiousness diminishes.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nFor example, early on you have the virus but no symptoms, so you behave as normal. When you speak with people, you spread the virus. When you touch your nose and then open door knob, the next people to open the door and touch their nose get infected.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe more the virus is growing inside you, the more infectious you are. Then, once you start having symptoms, you might slowly stop going to work, stay in bed, wear a mask, or start going to the doctor. The bigger the symptoms, the more you distance yourself socially, reducing the spread of the virus.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOnce you\u2019re hospitalized, even if you are very contagious you don\u2019t tend to spread the virus as much since you\u2019re isolated.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis is where you can see the massive impact of policies like those of Singapore or South Korea:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ul class=\"wp-block-list\"><li>If people are massively tested, they can be identified even before they have symptoms. Quarantined, they can\u2019t spread anything.<\/li><li>If people are trained to identify their symptoms earlier, they reduce the number of days in blue, and hence their overall contagiousness<\/li><li>If people are isolated as soon as they have symptoms, the contagions from the orange phase disappear.<\/li><li>If people are educated about personal distance, mask-wearing, washing hands or disinfecting spaces, they spread less virus throughout the entire period.<\/li><\/ul>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOnly when all these fail do we need heavier social distancing measures.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"33a3\">The ROI of Social Distancing<\/h2>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIf with all these measures we\u2019re still way above R=1, we need to reduce the average number of people that each person meets.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThere are some very cheap ways to do that, like banning events with more than a certain number of people (eg, 50, 500), or asking people to work from home when they can.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOther are much, much more expensive economically, socially and ethically, such as closing schools and universities, asking everybody to stay home, or closing businesses.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"3350\" height=\"2008\" src=\"https:\/\/i2.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart15.png?fit=640%2C384\" alt=\"\" class=\"wp-image-22080\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart15.png 3350w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart15-300x180.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart15-1024x614.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart15-768x460.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart15-1536x921.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart15-2048x1228.png 2048w\" sizes=\"auto, (max-width: 3350px) 100vw, 3350px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThis chart is made up because it doesn\u2019t exist today. Nobody has done enough research about this or put together all these measures in a way that can compare them.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nIt\u2019s unfortunate, because it\u2019s the single most important chart that politicians would need to make decisions. It illustrates what is really going through their minds.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nDuring the Hammer period, politicians want to lower R as much as possible, through measures that remain tolerable for the population. In Hubei, they went all the way to 0.32. We might not need that: maybe just to 0.5 or 0.6.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nBut during the Dance of the R period, they want to hover as close to 1 as possible, while staying below it over the long term term. That prevents a new outbreak, while eliminating the most drastic measures.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWhat this means is that, whether leaders realize it or not, what they\u2019re doing is:\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<ul class=\"wp-block-list\"><li>List all the measures they can take to reduce R<\/li><li>Get a sense of the benefit of applying them: the reduction in R<\/li><li>Get a sense of their cost: the economic, social, and ethical cost.<\/li><li>Stack-rank the initiatives based on their cost-benefit<\/li><li>Pick the ones that give the biggest R reduction up till 1, for the lowest cost.<\/li><\/ul>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"3506\" height=\"1868\" src=\"https:\/\/i1.wp.com\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart16.png?fit=640%2C341\" alt=\"\" class=\"wp-image-22084\" srcset=\"https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart16.png 3506w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart16-300x160.png 300w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart16-1024x546.png 1024w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart16-768x409.png 768w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart16-1536x818.png 1536w, https:\/\/amicuscuria.com\/wordpress\/wp-content\/uploads\/2020\/03\/COVID-19chart16-2048x1091.png 2048w\" sizes=\"auto, (max-width: 3506px) 100vw, 3506px\" \/><\/figure>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nInitially, their confidence on these numbers will be low. But that\u2018s still how they are thinking\u2014and should be thinking about it.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWhat they need to do is formalize the process: Understand that this is a numbers game in which we need to learn as fast as possible where we are on R, the impact of every measure on reducing R, and their social and economic costs.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOnly then will they be able to make a rational decision on what measures they should take.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h1 class=\"wp-block-heading\" id=\"c665\">Conclusion: Buy Us Time<\/h1>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThe coronavirus is still spreading nearly everywhere. 152 countries have cases. We are against the clock. But we don\u2019t need to be: there\u2019s a clear way we can be thinking about this.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nSome countries, especially those that haven\u2019t been hit heavily yet by the coronavirus, might be wondering: Is this going to happen to me? The answer is: It probably already has. You just haven\u2019t noticed. When it really hits, your healthcare system will be in even worse shape than in wealthy countries where the healthcare systems are strong. Better safe than sorry, you should consider taking action now.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nFor the countries where the coronavirus is already here, the options are clear.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOn one side, countries can go the mitigation route: create a massive epidemic, overwhelm the healthcare system, drive the death of millions of people, and release new mutations of this virus in the wild.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nOn the other, countries can&nbsp;<strong>fight<\/strong>. They can lock down for a few weeks to buy us time, create an educated action plan, and control this virus until we have a vaccine.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nGovernments around the world today, including some such as the US, the UK or Switzerland have so far chosen the mitigation path.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nThat means they\u2019re giving up without a fight. They see other countries having successfully fought this, but they say: \u201c<em>We can\u2019t do&nbsp;<\/em><strong><em>that<\/em><\/strong><em>!<\/em>\u201d\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nWhat if Churchill had said the same thing? \u201c<em>Nazis are already everywhere in Europe. We can\u2019t fight them. Let\u2019s just give up.<\/em>\u201d This is what many governments around the world are doing today. They\u2019re not giving you a chance to fight this. You have to demand it.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h1 class=\"has-text-align-center wp-block-heading\" id=\"f2e1\">Share the Word<\/h1>\n\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\nUnfortunately, millions of lives are still at stake. Share this article\u2014or any similar one\u2014if you think it can change people\u2019s opinion. Leaders need to understand this to avert a catastrophe. The moment to act is now.\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<em>If you agree with this article and want the US Government to take action, please sign the White House petition to implement a Hammer-and-Dance Suppression strategy.<\/em>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<a href=\"https:\/\/petitions.whitehouse.gov\/petition\/buy-us-time-fight-coronavirus-and-save-millions-lives-hammer-and-dance-suppression-strategy\">https:\/\/petitions.whitehouse.gov\/petition\/buy-us-time-fight-coronavirus-and-save-millions-lives-hammer-and-dance-suppression-strategy<\/a>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<em>If you are an expert in the field and want to criticize or endorse the article or some of its parts, feel free to leave a private note here or contextually and I will respond or address.<\/em>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<em>If you want to translate this article, do it on a Medium post and leave me a private note here with your link. Here are the translations currently available:<\/em>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/tomas-pueyo\/coronavirus-el-martillo-y-la-danza-32abc4dd4ebb\"><em>Spanish (verified by author, full translation inc. charts<\/em><\/a><em>)(alt. vs.&nbsp;<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@jffernandez1995\/el-martillo-y-la-danza-9331ea963a11\"><em>1<\/em><\/a><em>,&nbsp;<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@darguelles.rojas91\/coronavirus-the-hammer-and-the-dance-8ac077271a01\"><em>2<\/em><\/a><em>,&nbsp;<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@AgustinVqz\/coronavirus-el-martillo-y-la-danza-353bfabe343d\"><em>3<\/em><\/a><em>,&nbsp;<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@juliosaucedo\/coronavirus-el-martillo-y-la-danza-d2c5fd5ba466\"><em>4<\/em><\/a><em>,&nbsp;<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@mjonzel\/coronavirus-el-golpe-y-el-baile-6e23de1d16ba\"><em>5<\/em><\/a><em>)<br><\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/tomas-pueyo\/coronavirus-le-marteau-et-la-danse-bce68d354c0c\"><em>French<\/em><\/a><em>&nbsp;(translated by an epidemiologist)<br>Chinese Traditional (<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@fantasticsie\/%E6%96%B0%E5%86%A0%E7%97%85%E6%AF%92-%E9%90%B5%E9%8E%9A%E8%88%87%E8%88%9E%E4%B9%8B%E6%9C%9F-df5c69172f74\"><em>full translation including charts<\/em><\/a><em>,&nbsp;<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@damienfan\/%E6%96%B0%E5%86%A0%E7%8B%80%E7%97%85%E6%AF%92-%E9%90%B5%E9%8E%9A%E8%88%87%E8%88%9E%E8%B9%88-2eb996f3efc0\"><em>alternative translation<\/em><\/a><em>)<br><\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@darmau\/coronavirus-the-hammer-and-the-dance-84fd783a860c\"><em>Chinese Simplified<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@christina_mueller1986\/abf9015cb2af\"><em>German<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/tomas-pueyo\/este-artigo-d%C3%A1-seguimento-a-coronavirus-why-you-must-act-now-um-artigo-com-mais-de-40-milh%C3%B5es-de-7e48c391b9e0\"><em>Portuguese<\/em><\/a><em>&nbsp;(<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@tiagocascaismsou\/coronav%C3%ADrus-o-martelo-e-a-dan%C3%A7a-36060db5cce9\"><em>alternative version<\/em><\/a><em>)<br><\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@yuliyarina\/%D0%BA%D0%BE%D1%80%D0%BE%D0%BD%D0%B0%D0%B2%D0%B8%D1%80%D1%83%D1%81-%D0%BC%D0%BE%D0%BB%D0%BE%D1%82-%D0%B8-%D1%82%D0%B0%D0%BD%D0%B5%D1%86-e30f11b42f5f\"><em>Russian<\/em><\/a><a href=\"https:\/\/www.facebook.com\/notes\/claudio-porta\/coronavirus-il-martello-e-la-danza\/10158590188513888\/?hc_location=ufi\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Italian<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@tomohisa\/%E3%82%B3%E3%83%AD%E3%83%8A%E3%82%A6%E3%82%A3%E3%83%AB%E3%82%B9-%E3%83%8F%E3%83%B3%E3%83%9E%E3%83%BC-%E3%81%A8-%E3%83%80%E3%83%B3%E3%82%B9-coronavirus-the-hammer-and-the-dance%E3%81%AE%E7%BF%BB%E8%A8%B3-4ddf02e500cd\"><em>Japanese<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@vinhtantran\/coronavirus-kh%E1%BB%95-tr%C6%B0%E1%BB%9Bc-s%C6%B0%E1%BB%9Bng-sau-59a0999173e3\"><em>Vietnamese<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@tunayo\/koronavir%C3%BCs-%C3%A7eki%C3%A7-ve-dans-tomas-pueyo-f651bad4dc61\"><em>Turkish<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@jst.janik\/koronawirus-m%C5%82ot-i-taniec-3bf0924fc608\"><em>Polish<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@joisig\/k%C3%B3r%C3%B3nuveiran-hamarinn-og-dansinn-4c4045d22a1b\"><em>Icelandic<\/em><\/a><em>&nbsp;(<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@joisig\/k%C3%B3r%C3%B3nuveiran-hamarinn-og-dansinn-4c4045d22a1b\"><em>alternative translation<\/em><\/a><em>)<br><\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@giannismpourdalis\/%CE%BA%CE%BF%CF%81%CE%BF%CE%BD%CE%B1%CF%8A%CF%8C%CF%82-%CF%80%CF%8E%CF%82-%CE%B8%CE%B1-%CE%B5%CE%AF%CE%BD%CE%B1%CE%B9-%CE%BF%CE%B9-%CE%B5%CF%80%CF%8C%CE%BC%CE%B5%CE%BD%CE%BF%CE%B9-18-%CE%BC%CE%AE%CE%BD%CE%B5%CF%82-%CE%B1%CE%BD-%CE%BA%CE%B5%CF%81%CE%B4%CE%AF%CF%83%CE%BF%CF%85%CE%BC%CE%B5-%CF%84%CF%8E%CF%81%CE%B1-%CF%87%CF%81%CF%8C%CE%BD%CE%BF-b571cfacd39f\"><em>Greek<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@angguncitraberlian\/virus-corona-palu-dan-tarian-atau-the-hammer-andthe-dance-58fc30471ead\"><em>Bahasa Indonesia<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@adibbtp\/coronavirus-the-hammer-and-the-dance-bahasa-malaysia-c1ae70ad6061\"><em>Bahasa Malaysia<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@h1361b\/%DA%A9%D8%B1%D9%88%D9%86%D8%A7-%DA%A9%D9%88%D8%A8%DB%8C%D8%AF%D9%86-%D8%A7%D9%85%D8%B1%D9%88%D8%B2-%D9%88-%D8%B1%D9%82%D8%B5-%D9%81%D8%B1%D8%AF%D8%A7-feb19009c59b\"><em>Farsi<\/em><\/a><em>&nbsp;(<\/em><a href=\"https:\/\/virgool.io\/@ali.kaviani\/hammerdance-av78898assuw\" target=\"_blank\" rel=\"noreferrer noopener\"><em>alternative version outside of Medium)<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@DahnJahn\/koronavirus-kladivo-a-tanec-e6ba3281ca51\"><em>Czech<\/em><\/a><em>&nbsp;(<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@krivka.adam\/koronavirus-kladivo-a-tane%C4%8Dek-3a0aedcebd66\"><em>alternative translation<\/em><\/a><em>)<br><\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@macpaanakker\/coronavirus-de-hamer-en-de-dans-96b723d63488\"><em>Dutch<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@bkumme\/koronavirus-hammeren-og-dansen-f1384333c994\"><em>Norwegian<\/em><\/a><a href=\"https:\/\/levkraitman.blogspot.com\/2020\/03\/blog-post.html\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Hebrew<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@aniavoznaia\/%D0%BA%D0%BE%D1%80%D0%BE%D0%BD%D0%B0%D0%B2%D1%96%D1%80%D1%83%D1%81-%D0%BC%D0%BE%D0%BB%D0%BE%D1%82-%D1%82%D0%B0-%D1%82%D0%B0%D0%BD%D0%B5%D1%86%D1%8C-bac6cf67c52f\"><em>Ukrainian<\/em><\/a><em>&nbsp;(<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@mgirnyk\/%D0%BA%D0%BE%D1%80%D0%BE%D0%BD%D0%B0%D0%B2%D1%96%D1%80%D1%83%D1%81-%D0%BC%D0%BE%D0%BB%D0%BE%D1%82-%D1%96-%D1%82%D0%B0%D0%BD%D0%BE%D0%BA-7595bbf84016?sk=1acd837f84cd7807c8bc37a1b7147f57\"><em>alternative version<\/em><\/a><em>)<br><\/em><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@jacob.stedman\/coronaviruset-hammaren-och-dansen-3ce2383ed4b3\"><em>Swedish<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@tomaspueyo\/coronavirus-the-hammer-and-the-dance-be9337092b56?fbclid=IwAR0QYIU_9kRfY8cHzjWKfo8ncenrpvMyA0NZ0auP_7VxrqCmI0SnpNidtjs\"><em>Romanian<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@MomchilKolev\/%D0%BA%D0%BE%D1%80%D0%BE%D0%BD%D0%B0%D0%B2%D0%B8%D1%80%D1%83%D1%81-%D1%87%D1%83%D0%BA%D1%8A%D1%82-%D0%B8-%D1%82%D0%B0%D0%BD%D1%86%D1%8A%D1%82-72440d142a23\"><em>Bulgarian<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@danielsflamarich\/coronavirus-el-martell-i-la-dansa-75d2ef3ecea0\"><em>Catalonian<\/em><\/a><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/@pavol.lesundak\/koronav%C3%ADrus-kladivo-a-tanec-a004f33f878d\"><em>Slovak<\/em><\/a>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<em>This article has been the result of a herculean effort by a group of normal citizens working around the clock to find all the relevant research available to structure it into one piece, in case it can help others process all the information that is out there about the coronavirus.<\/em>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<em>Special thanks to Dr. Carl Juneau (epidemiologist and translator of the French version), Dr. Brandon Fainstad, Pierre Djian, Jorge Pe\u00f1alva, John Hsu, Genevieve Gee, Elena Baillie, Chris Martinez, Yasemin Denari, Christine Gibson, Matt Bell, Dan Walsh, Jessica Thompson, Karim Ravji, Annie Hazlehurst, and Aishwarya Khanduja. This has been a team effort.<\/em>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n<em>Thank you also to Berin Szoka, Shishir Mehrotra, QVentus, Illumina, Josephine Gavignet, Mike Kidd, and Nils Barth for your advice. Thank you to my company,&nbsp;<\/em><a href=\"http:\/\/coursehero.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Course Hero<\/em><\/a><em>, for giving me the time and freedom to focus on this.<\/em>\n\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n\n\n<h2 class=\"has-text-align-center wp-block-heading\" id=\"9d13\">Stay on top of the pandemic<\/h2>\n\n\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Five key facts:<\/strong>&nbsp;<a href=\"https:\/\/elemental.medium.com\/5-coronavirus-facts-to-use-on-anyone-who-isnt-listening-ee786374bf65\" target=\"_blank\" rel=\"noreferrer noopener\">Coronavirus information to send to anyone who isn\u2019t listening.<\/a><\/li><li><strong>Coronavirus and pregnancy:<\/strong>&nbsp;<a href=\"https:\/\/elemental.medium.com\/what-pregnant-women-need-to-know-about-coronavirus-96cae5eb8401?source=collection_home---4------2-----------------------\" target=\"_blank\" rel=\"noreferrer noopener\">An OB-GYN gives advice<\/a>&nbsp;for pregnant and nursing parents.<\/li><li><strong>Experimental treatments:<\/strong>&nbsp;Can&nbsp;<a href=\"https:\/\/coronavirus.medium.com\/whats-the-deal-with-chloroquine-74c0da5e1ff3\" target=\"_blank\" rel=\"noreferrer noopener\">Chloroquine really help?<\/a><\/li><\/ul>\n\n\n\n\nStay current with comprehensive, up-to-the-minute information, all in one place, at the new&nbsp;<a href=\"http:\/\/coronavirus.medium.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Medium Coronavirus Blog<\/a>.&nbsp;<a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/medium.com\/coronavirus-medium\/newsletters\/your-coronavirus-update\">Sign up for our Coronavirus newsletter here<\/a>.\n","protected":false},"excerpt":{"rendered":"<p>by Tomas Pueyo (3-19-20) 2 MSc in Engineering. Stanford MBA. Ex-Consultant. Creator of viral applications with &gt;20M users. Currently leading a billion-dollar business @ Course Hero What the Next 18 Months Can Look Like, if Leaders Buy Us Time This &hellip; <a href=\"https:\/\/amicuscuria.com\/wordpress\/covid-19-destined-to-be-recurring-fact-of-life\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-22035","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/amicuscuria.com\/wordpress\/wp-json\/wp\/v2\/posts\/22035","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/amicuscuria.com\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/amicuscuria.com\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/amicuscuria.com\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/amicuscuria.com\/wordpress\/wp-json\/wp\/v2\/comments?post=22035"}],"version-history":[{"count":23,"href":"https:\/\/amicuscuria.com\/wordpress\/wp-json\/wp\/v2\/posts\/22035\/revisions"}],"predecessor-version":[{"id":22088,"href":"https:\/\/amicuscuria.com\/wordpress\/wp-json\/wp\/v2\/posts\/22035\/revisions\/22088"}],"wp:attachment":[{"href":"https:\/\/amicuscuria.com\/wordpress\/wp-json\/wp\/v2\/media?parent=22035"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/amicuscuria.com\/wordpress\/wp-json\/wp\/v2\/categories?post=22035"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/amicuscuria.com\/wordpress\/wp-json\/wp\/v2\/tags?post=22035"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}