What can we learn from other countries and the 1918 pandemic to slow COVID-19?
Social Distancing, Lockdowns, and Testing: How to Slow the COVID-19 Pandemic
Below is an approximation of this video’s audio content. To see any graphs, charts, graphics, images, and quotes to which Dr. Greger may be referring, watch the above video.
I’ve talked about where the COVID-19 coronavirus came from, and how we might prevent such emergences from animals in the future, but now that it’s spreading human-to-human, what can we do about it?
Social distancing. That’s what each of us can do. Locking down cities, closing nonessential businesses, cancelling gatherings, and encouraging people to shelter-in-place at home are all old-school public health strategies to break every possible chain of transmission. China was condemned for its early response, sanctioning critics and denying the extent of the crisis (referring to it as “preventable and controllable”), similar to the response of other world leaders. But China was later lauded for that same authoritarian approach when it came to successfully enacting extreme quarantine measures. A top WHO official praised China’s efforts as “probably the most ambitious, and I would say, agile and aggressive disease containment effort in history.”
It was, however, too little, too late to contain the disease locally. By the time authorities banned travel out of Wuhan, more than a third of the fourteen million residents had already left the region, whether for the Chinese New Year holiday or to flee before the lockdown of the city went into effect on January 23. One could argue that had local officials not wasted weeks silencing whistleblowers and releasing fake reports, the world could have been spared this pandemic. But the aggressive actions China subsequently did take may have indeed bought us all some time.
Enacting so-called wartime control measures, China initiated the largest community containment effort in history, affecting about three-quarters of a billion people. Borders were closed, cities were sealed off, and people were confined to their homes. Unlike so-called “lockdowns” other countries started instituting, like the U.S. that still allowed people to venture freely outside as long as they respected a certain personal distance, in China, citizens were totally restricted, with permission cards that only allowed them to leave their home every second day for a maximum of thirty minutes for essentials..The policy was criticized by human rights advocates, but it worked. The epidemic immediately started decelerating.
Chinese authorities achieved what many public health experts didn’t think was possible—the containment of the spread of a widely circulating respiratory infection. Within two months, Hubei Province, ground zero where the disease first emerged, reported its first day of no new local cases. “I will praise China again and again,” said the Director-General of the World Health Organization, “because its actions actually help in reducing the spread of [the novel] coronavirus to other countries.” “In many ways, China is actually setting a new standard for outbreak response.”
Of course, the day Hubei Province reported no new cases, the world confirmed its 200,000th case. Would the rest of the world be willing to enact rules one global health policy specialist called “astounding, unprecedented, and medieval”? The command-and-control authority of the Chinese government allowed them to enforce a resource-intensive containment strategy that involved costs to trade, travel, and liberty that many doubted democracies would be able to stomach. Thankfully, successful strategies in countries such as South Korea showed that such draconian measures may not be necessary.
All of the nations that were able to get the disease under control quickly relied on a foundation of testing and tracing. In other words, identify all cases through mass testing, and then trace every possible contact each patient had, to break as many chains of transmission as possible through isolation and quarantine. South Korea had a test approved the first week of February, and, with enough testing, was able to bring the disease under control by the end of the month. With such expansive, well-organized testing, countries like South Korea were able to control the epidemic without resorting to locking down its populace. The World Health Organization took notice. “We have a simple message for all countries,” the Director-General declared, “Test, test, test.”
The United States did not appear to get the message in time. By mid-March, South Korea had already tested more than a quarter million of its citizens, more than five thousand out of every million, compared to fewer than a hundred per million in the United States. Hamstrung by FDA red tape and a series of blunders, sufficient U.S. testing capacity failed to materialize before the window on containment closed. It’s humbling to realize that the U.S. and South Korea recorded their first cases on the same day, yet the ensuing epidemics took very different courses.
Once containment fails, the strategy then shifts to suppression and mitigation. If you don’t know who’s infected, all you can do is try to prevent everyone from coming in contact with anyone. By April, most Americans were being told to stay home to try to curb the spread. As Dr. Fauci said at a press conference, “If it looks like you’re overreacting, you’re probably doing the right thing.”
Closing nonessential businesses and encouraging people to stay inside to limit social contacts are efforts taken in an attempt to “flatten the curve” before it flattens us. Flatten the epidemic curve––in other words, to slow the spread of the illness to more evenly distribute the cases over time. This would give health systems time to scale up and respond effectively—not only to treat COVID-19, but to maintain overall care continuity. During the recent Ebola crisis in West Africa, for example, deaths increased from other causes as well, due to the saturation of the healthcare system (as well as the death of healthcare workers).
School closures are more controversial, as they could threaten the availability of the 29 percent of healthcare providers in this country who live in households that would need to take care of young children. One model suggested that school closures might have to reduce COVID-19 cases by more than 25 percent to make up for the loss of healthcare workers in terms of an overall net reduction in COVID-19 mortality. A 25 percent drop may be achievable for pandemic influenza, a disease in which children may play a critical role in community transmission, but children don’t appear to be the main drivers of the transmission of COVID-19.
Until an effective vaccine is widely available, likely not until 2021 at the earliest, population lockdowns can help rob the virus of susceptible hosts. Once such measures are relaxed, though, the disease could come roaring back. In the pandemic of 1918, for example, some U.S. cities experienced a second peak in mortality following the lifting of social-distancing measures. Check out what happened in St. Louis. As soon as they detected a doubling of the baseline mortality, they instituted school closures and a ban on public gatherings. And you can see how they were successfully able to bend the curve. So they decided it was time to relax the social distancing, and they got a big spike in new cases that required a reinstitution of the shutdown measures.
But the important thing is they instituted the social distancing early, within days of their first case. Compare that to how Philadelphia reacted. It took them weeks to shut the city down, and they suffered the consequences. Here’s a graph of that double hump death rate in St. Louis, compared to what they suffered in Philadelphia. And here’s the mass graves they then had to dig in the city of brotherly love. It’s better to be six feet apart, than six feet under.
By periodically pumping the brake with flattening-the-curve strategies like shelter-in-place ordinances to slow community transmission, the hope is that we can turn the initial tidal wave of cases into a series of smaller successive waves our healthcare capability can more safely ride out. If not, more intensive care units in U.S. hospitals may become overwhelmed, just as they did in Italy, and doctors will have to make triage decisions as to who lives and who dies.
Triage protocols have actually already been published. First in line for ventilators are those who are most likely to survive both in the short term and over the subsequent year. Then the priority goes to children and adults under the age of 50. Those 50 to 69 are in the next tier, followed by those aged 70 to 84, and, finally, lowest priority is given to patients 85 and older. If there’s a tie, life-saving ventilation may be allocated based on some form of lottery, like flipping a coin.
In the New England Journal of Medicine, a preeminent group of medical ethics experts wrote, “[W]e believe that removing a patient from a ventilator or an ICU bed to provide it to others in need is also justifiable and that patients should be made aware of this possibility when at admission [to the hospital,]” adding, “the decision to withdraw a scarce resource to save others is not an act of killing and does not require the patient’s consent.” Wow, can you imagine? To relieve the front-line clinicians of the burden, they suggest the designation of “triage officers” to make the decisions.
The countries that were able to mobilize the fastest and have been able to best control COVID-19 were those that had learned hard lessons from previous outbreaks. China, Hong Kong, Singapore, and Taiwan bear the memories of SARS. More recently, South Korea suffered a MERS outbreak in 2015, triggered by a businessman returning from the Middle East. The country’s test-and-trace infrastructures were therefore in place, and its populations primed to sacrifice for the promise of containment. If outbreaks involving dozens or even hundreds of deaths can rally countries to a state of pandemic preparedness, perhaps the thousands or even millions of deaths from COVID-19 will orient countries of the world to the mission of pandemic prevention. But first, what can each of us do individually to ride out the current pandemic? That’s what I’ll cover next.
Please consider volunteering to help out on the site.
- Docea AO, Tsatsakis A, Albulescu D, et al. A new threat from an old enemy: Re‑emergence of coronavirus (Review). Int J Mol Med. 2020;45(6):1631-43.
- Patrick K, Stanbrook MB, Laupacis A. Social distancing to combat COVID-19: We are all on the front line. CMAJ. 2020;192(19):E516-7.
- Wilder-smith A, Freedman DO. Isolation, quarantine, social distancing and community containment: pivotal role for old-style public health measures in the novel coronavirus (2019-nCoV) outbreak. J Travel Med. 2020;27(2).
- COVID-19: fighting panic with information. Lancet. 2020;395(10224):537.
- Malta M, Rimoin AW, Strathdee SA. The coronavirus 2019-nCoV epidemic: Is hindsight 20/20?. EClinicalMedicine. 2020;20:100289.
- Donald J. Trump on Twitter. February 24, 2020.
- Peckham R. COVID-19 and the anti-lessons of history. Lancet. 2020;395(10227):850-2.
- Yang Y, Peng F, Wang R, et al. The deadly coronaviruses: The 2003 SARS pandemic and the 2020 novel coronavirus epidemic in China. J Autoimmun. 2020;109:102434.
- Carbone M, Green JB, Bucci EM, Lednicky JA. Coronaviruses: Facts, Myths, and Hypotheses. J Thorac Oncol. 2020;15(5):675-8.
- Garrett L. COVID-19: the medium is the message. Lancet. 2020;395(10228):942-3.
- Jones DS. History in a Crisis - Lessons for Covid-19. N Engl J Med. 2020;382(18):1681-3.
- Lau H, Khosrawipour V, Kocbach P, et al. The positive impact of lockdown in Wuhan on containing the COVID-19 outbreak in China. J Travel Med. 2020.
- China's reaction to the coronavirus violates human rights. The Guardian. Feb 2, 2020.
- Chen X, Yu B. First two months of the 2019 Coronavirus Disease (COVID-19) epidemic in China: real-time surveillance and evaluation with a second derivative model. Glob Health Res Policy. 2020;5:7.
- Kupferschmidt K, Cohen J. Can China's COVID-19 strategy work elsewhere?. Science. 2020;367(6482):1061-2.
- Health Commission of Hubei Province. Epidemic situation of new crown pneumonia in Hubei province on March 18, 2020. March 19, 2020.
- T, Ryan M, van Kerkhove M, Ghebreyesus TA. 2020 Jan 29. Novel coronavirus press conference at United Nations of Geneva. World Health Organization.
- Tedros AG. WHO Director-General’s statement on IHR Emergency Committee on Novel Coronavirus (2019-nCoV). World Health Organization. January 30, 2020.
- World Health Organization. Coronavirus disease 2019 (COVID-19) situation report—59. Geneva: WHO. March 19, 2020.
- Cohen J, Kupferschmidt K. Strategies shift as coronavirus pandemic looms. Science. 2020;367(6481):962-3.
- Daily confirmed COVID-19 deaths: are we bending the curve? Ourworldindata.org.
- Cohen J, Kupferschmidt K. Countries test tactics in 'war' against COVID-19. Science. 2020;367(6484):1287-8.
- Normile D. Coronavirus cases have dropped sharply in South Korea. What’s the secret to its success? Science. March 17, 2020.
- Walensky RP, Del rio C. From Mitigation to Containment of the COVID-19 Pandemic: Putting the SARS-CoV-2 Genie Back in the Bottle. JAMA. 2020;
- Tedros AG. 2020 Mar 16. WHO Director-General’s opening remarks at the media briefing on COVID-19—16 March 2020. World Health Organization.
- Shear MD, Goodnough A, Kaplan S, Fink S, Thomas K, Weiland N. The Lost Month: How a Failure to Test Blinded the U.S. to Covid-19. The New York Times. March 28, 2020.
- Khazan O. The 4 key reasons the U.S. is so behind on coronavirus testing. The Atlantic. March 13, 2020.
- Holshue ML, Debolt C, Lindquist S, et al. First Case of 2019 Novel Coronavirus in the United States. N Engl J Med. 2020;382(10):929-36.
- Gershman J. A Guide to State Coronavirus Reopenings and Lockdowns. The Wall Street Journal. May 4, 2020.
- Tanne JH, Hayasaki E, Zastrow M, Pulla P, Smith P, Rada AG. Covid-19: how doctors and healthcare systems are tackling coronavirus worldwide. BMJ. 2020;368:m1090.
- Anderson RM, Heesterbeek H, Klinkenberg D, Hollingsworth TD. How will country-based mitigation measures influence the course of the COVID-19 epidemic?. Lancet. 2020;395(10228):931-4.
- Carl T. Bergstrom on Twitter. March 7, 2020.
- RCraig09. File:20200410 Flatten the curve, raise the line - pandemic - international version.gif. Wikimedia Commons. April 10, 2020.
- Bayham J, Fenichel EP. Impact of school closures for COVID-19 on the US health-care workforce and net mortality: a modelling study. Lancet Public Health. 2020;5(5):e271-8.
- Kawano S, Kakehashi M. Substantial Impact of School Closure on the Transmission Dynamics during the Pandemic Flu H1N1-2009 in Oita, Japan. PLoS ONE. 2015;10(12):e0144839.
- Pang J, Wang MX, Ang IYH, et al. Potential Rapid Diagnostics, Vaccine and Therapeutics for 2019 Novel Coronavirus (2019-nCoV): A Systematic Review. J Clin Med. 2020;9(3).
- Hollingsworth TD, Klinkenberg D, Heesterbeek H, Anderson RM. Mitigation strategies for pandemic influenza A: balancing conflicting policy objectives. PLoS Comput Biol. 2011;7(2):e1001076.
- Markel H, Lipman HB, Navarro JA, et al. Nonpharmaceutical interventions implemented by US cities during the 1918-1919 influenza pandemic. JAMA. 2007;298(6):644-54.
- Hatchett RJ, Mecher CE, Lipsitch M. Public health interventions and epidemic intensity during the 1918 influenza pandemic. Proc Natl Acad Sci USA. 2007;104(18):7582-7.
- Moriyama M, Hugentobler WJ, Iwasaki A. Seasonality of Respiratory Viral Infections. Annu Rev Virol. 2020.
- Ferguson N, Laydon D, Nedjati Gilani G, Imai N, Ainslie K, Baguelin M, Bhatia S, Boonyasiri A, Cucunuba Perez Z, Cuomo-Dannenburg G, et al. Impact of non-pharmaceutical interventions (NPIs) to reduce COVID-19 mortality and healthcare demand. London: Imperial College COVID-19 Response Team. Report No.: 9. March 16, 2020.
- Boccia S, Ricciardi W, Ioannidis JPA. What Other Countries Can Learn From Italy During the COVID-19 Pandemic. JAMA Intern Med. 2020.
- Daugherty biddison EL, Faden R, Gwon HS, et al. Too Many Patients…A Framework to Guide Statewide Allocation of Scarce Mechanical Ventilation During Disasters. Chest. 2019;155(4):848-54.
- Emanuel EJ, Persad G, Upshur R, et al. Fair Allocation of Scarce Medical Resources in the Time of Covid-19. N Engl J Med. 2020.
- Cowling BJ, Lim WW. They’ve Contained the Coronavirus. Here’s How. The New York Times. March 13, 2020.
- Yang CH, Jung H. Topological dynamics of the 2015 South Korea MERS-CoV spread-on-contact networks. Sci Rep. 2020;10(1):4327.
- Wilder-smith A, Chiew CJ, Lee VJ. Can we contain the COVID-19 outbreak with the same measures as for SARS?. Lancet Infect Dis. 2020;20(5):e102-7
- Science & Tech Spotlight: Coronaviruses. U.S. Government Accountability Office. March 3, 2020.
- COVID-19 situation reports. World Health Organization.
Motion graphics by AvoMedia
Image credit: JamesAlan1986 via Wikipedia. Image has been modified.
Below is an approximation of this video’s audio content. To see any graphs, charts, graphics, images, and quotes to which Dr. Greger may be referring, watch the above video.
I’ve talked about where the COVID-19 coronavirus came from, and how we might prevent such emergences from animals in the future, but now that it’s spreading human-to-human, what can we do about it?
Social distancing. That’s what each of us can do. Locking down cities, closing nonessential businesses, cancelling gatherings, and encouraging people to shelter-in-place at home are all old-school public health strategies to break every possible chain of transmission. China was condemned for its early response, sanctioning critics and denying the extent of the crisis (referring to it as “preventable and controllable”), similar to the response of other world leaders. But China was later lauded for that same authoritarian approach when it came to successfully enacting extreme quarantine measures. A top WHO official praised China’s efforts as “probably the most ambitious, and I would say, agile and aggressive disease containment effort in history.”
It was, however, too little, too late to contain the disease locally. By the time authorities banned travel out of Wuhan, more than a third of the fourteen million residents had already left the region, whether for the Chinese New Year holiday or to flee before the lockdown of the city went into effect on January 23. One could argue that had local officials not wasted weeks silencing whistleblowers and releasing fake reports, the world could have been spared this pandemic. But the aggressive actions China subsequently did take may have indeed bought us all some time.
Enacting so-called wartime control measures, China initiated the largest community containment effort in history, affecting about three-quarters of a billion people. Borders were closed, cities were sealed off, and people were confined to their homes. Unlike so-called “lockdowns” other countries started instituting, like the U.S. that still allowed people to venture freely outside as long as they respected a certain personal distance, in China, citizens were totally restricted, with permission cards that only allowed them to leave their home every second day for a maximum of thirty minutes for essentials..The policy was criticized by human rights advocates, but it worked. The epidemic immediately started decelerating.
Chinese authorities achieved what many public health experts didn’t think was possible—the containment of the spread of a widely circulating respiratory infection. Within two months, Hubei Province, ground zero where the disease first emerged, reported its first day of no new local cases. “I will praise China again and again,” said the Director-General of the World Health Organization, “because its actions actually help in reducing the spread of [the novel] coronavirus to other countries.” “In many ways, China is actually setting a new standard for outbreak response.”
Of course, the day Hubei Province reported no new cases, the world confirmed its 200,000th case. Would the rest of the world be willing to enact rules one global health policy specialist called “astounding, unprecedented, and medieval”? The command-and-control authority of the Chinese government allowed them to enforce a resource-intensive containment strategy that involved costs to trade, travel, and liberty that many doubted democracies would be able to stomach. Thankfully, successful strategies in countries such as South Korea showed that such draconian measures may not be necessary.
All of the nations that were able to get the disease under control quickly relied on a foundation of testing and tracing. In other words, identify all cases through mass testing, and then trace every possible contact each patient had, to break as many chains of transmission as possible through isolation and quarantine. South Korea had a test approved the first week of February, and, with enough testing, was able to bring the disease under control by the end of the month. With such expansive, well-organized testing, countries like South Korea were able to control the epidemic without resorting to locking down its populace. The World Health Organization took notice. “We have a simple message for all countries,” the Director-General declared, “Test, test, test.”
The United States did not appear to get the message in time. By mid-March, South Korea had already tested more than a quarter million of its citizens, more than five thousand out of every million, compared to fewer than a hundred per million in the United States. Hamstrung by FDA red tape and a series of blunders, sufficient U.S. testing capacity failed to materialize before the window on containment closed. It’s humbling to realize that the U.S. and South Korea recorded their first cases on the same day, yet the ensuing epidemics took very different courses.
Once containment fails, the strategy then shifts to suppression and mitigation. If you don’t know who’s infected, all you can do is try to prevent everyone from coming in contact with anyone. By April, most Americans were being told to stay home to try to curb the spread. As Dr. Fauci said at a press conference, “If it looks like you’re overreacting, you’re probably doing the right thing.”
Closing nonessential businesses and encouraging people to stay inside to limit social contacts are efforts taken in an attempt to “flatten the curve” before it flattens us. Flatten the epidemic curve––in other words, to slow the spread of the illness to more evenly distribute the cases over time. This would give health systems time to scale up and respond effectively—not only to treat COVID-19, but to maintain overall care continuity. During the recent Ebola crisis in West Africa, for example, deaths increased from other causes as well, due to the saturation of the healthcare system (as well as the death of healthcare workers).
School closures are more controversial, as they could threaten the availability of the 29 percent of healthcare providers in this country who live in households that would need to take care of young children. One model suggested that school closures might have to reduce COVID-19 cases by more than 25 percent to make up for the loss of healthcare workers in terms of an overall net reduction in COVID-19 mortality. A 25 percent drop may be achievable for pandemic influenza, a disease in which children may play a critical role in community transmission, but children don’t appear to be the main drivers of the transmission of COVID-19.
Until an effective vaccine is widely available, likely not until 2021 at the earliest, population lockdowns can help rob the virus of susceptible hosts. Once such measures are relaxed, though, the disease could come roaring back. In the pandemic of 1918, for example, some U.S. cities experienced a second peak in mortality following the lifting of social-distancing measures. Check out what happened in St. Louis. As soon as they detected a doubling of the baseline mortality, they instituted school closures and a ban on public gatherings. And you can see how they were successfully able to bend the curve. So they decided it was time to relax the social distancing, and they got a big spike in new cases that required a reinstitution of the shutdown measures.
But the important thing is they instituted the social distancing early, within days of their first case. Compare that to how Philadelphia reacted. It took them weeks to shut the city down, and they suffered the consequences. Here’s a graph of that double hump death rate in St. Louis, compared to what they suffered in Philadelphia. And here’s the mass graves they then had to dig in the city of brotherly love. It’s better to be six feet apart, than six feet under.
By periodically pumping the brake with flattening-the-curve strategies like shelter-in-place ordinances to slow community transmission, the hope is that we can turn the initial tidal wave of cases into a series of smaller successive waves our healthcare capability can more safely ride out. If not, more intensive care units in U.S. hospitals may become overwhelmed, just as they did in Italy, and doctors will have to make triage decisions as to who lives and who dies.
Triage protocols have actually already been published. First in line for ventilators are those who are most likely to survive both in the short term and over the subsequent year. Then the priority goes to children and adults under the age of 50. Those 50 to 69 are in the next tier, followed by those aged 70 to 84, and, finally, lowest priority is given to patients 85 and older. If there’s a tie, life-saving ventilation may be allocated based on some form of lottery, like flipping a coin.
In the New England Journal of Medicine, a preeminent group of medical ethics experts wrote, “[W]e believe that removing a patient from a ventilator or an ICU bed to provide it to others in need is also justifiable and that patients should be made aware of this possibility when at admission [to the hospital,]” adding, “the decision to withdraw a scarce resource to save others is not an act of killing and does not require the patient’s consent.” Wow, can you imagine? To relieve the front-line clinicians of the burden, they suggest the designation of “triage officers” to make the decisions.
The countries that were able to mobilize the fastest and have been able to best control COVID-19 were those that had learned hard lessons from previous outbreaks. China, Hong Kong, Singapore, and Taiwan bear the memories of SARS. More recently, South Korea suffered a MERS outbreak in 2015, triggered by a businessman returning from the Middle East. The country’s test-and-trace infrastructures were therefore in place, and its populations primed to sacrifice for the promise of containment. If outbreaks involving dozens or even hundreds of deaths can rally countries to a state of pandemic preparedness, perhaps the thousands or even millions of deaths from COVID-19 will orient countries of the world to the mission of pandemic prevention. But first, what can each of us do individually to ride out the current pandemic? That’s what I’ll cover next.
Please consider volunteering to help out on the site.
- Docea AO, Tsatsakis A, Albulescu D, et al. A new threat from an old enemy: Re‑emergence of coronavirus (Review). Int J Mol Med. 2020;45(6):1631-43.
- Patrick K, Stanbrook MB, Laupacis A. Social distancing to combat COVID-19: We are all on the front line. CMAJ. 2020;192(19):E516-7.
- Wilder-smith A, Freedman DO. Isolation, quarantine, social distancing and community containment: pivotal role for old-style public health measures in the novel coronavirus (2019-nCoV) outbreak. J Travel Med. 2020;27(2).
- COVID-19: fighting panic with information. Lancet. 2020;395(10224):537.
- Malta M, Rimoin AW, Strathdee SA. The coronavirus 2019-nCoV epidemic: Is hindsight 20/20?. EClinicalMedicine. 2020;20:100289.
- Donald J. Trump on Twitter. February 24, 2020.
- Peckham R. COVID-19 and the anti-lessons of history. Lancet. 2020;395(10227):850-2.
- Yang Y, Peng F, Wang R, et al. The deadly coronaviruses: The 2003 SARS pandemic and the 2020 novel coronavirus epidemic in China. J Autoimmun. 2020;109:102434.
- Carbone M, Green JB, Bucci EM, Lednicky JA. Coronaviruses: Facts, Myths, and Hypotheses. J Thorac Oncol. 2020;15(5):675-8.
- Garrett L. COVID-19: the medium is the message. Lancet. 2020;395(10228):942-3.
- Jones DS. History in a Crisis - Lessons for Covid-19. N Engl J Med. 2020;382(18):1681-3.
- Lau H, Khosrawipour V, Kocbach P, et al. The positive impact of lockdown in Wuhan on containing the COVID-19 outbreak in China. J Travel Med. 2020.
- China's reaction to the coronavirus violates human rights. The Guardian. Feb 2, 2020.
- Chen X, Yu B. First two months of the 2019 Coronavirus Disease (COVID-19) epidemic in China: real-time surveillance and evaluation with a second derivative model. Glob Health Res Policy. 2020;5:7.
- Kupferschmidt K, Cohen J. Can China's COVID-19 strategy work elsewhere?. Science. 2020;367(6482):1061-2.
- Health Commission of Hubei Province. Epidemic situation of new crown pneumonia in Hubei province on March 18, 2020. March 19, 2020.
- T, Ryan M, van Kerkhove M, Ghebreyesus TA. 2020 Jan 29. Novel coronavirus press conference at United Nations of Geneva. World Health Organization.
- Tedros AG. WHO Director-General’s statement on IHR Emergency Committee on Novel Coronavirus (2019-nCoV). World Health Organization. January 30, 2020.
- World Health Organization. Coronavirus disease 2019 (COVID-19) situation report—59. Geneva: WHO. March 19, 2020.
- Cohen J, Kupferschmidt K. Strategies shift as coronavirus pandemic looms. Science. 2020;367(6481):962-3.
- Daily confirmed COVID-19 deaths: are we bending the curve? Ourworldindata.org.
- Cohen J, Kupferschmidt K. Countries test tactics in 'war' against COVID-19. Science. 2020;367(6484):1287-8.
- Normile D. Coronavirus cases have dropped sharply in South Korea. What’s the secret to its success? Science. March 17, 2020.
- Walensky RP, Del rio C. From Mitigation to Containment of the COVID-19 Pandemic: Putting the SARS-CoV-2 Genie Back in the Bottle. JAMA. 2020;
- Tedros AG. 2020 Mar 16. WHO Director-General’s opening remarks at the media briefing on COVID-19—16 March 2020. World Health Organization.
- Shear MD, Goodnough A, Kaplan S, Fink S, Thomas K, Weiland N. The Lost Month: How a Failure to Test Blinded the U.S. to Covid-19. The New York Times. March 28, 2020.
- Khazan O. The 4 key reasons the U.S. is so behind on coronavirus testing. The Atlantic. March 13, 2020.
- Holshue ML, Debolt C, Lindquist S, et al. First Case of 2019 Novel Coronavirus in the United States. N Engl J Med. 2020;382(10):929-36.
- Gershman J. A Guide to State Coronavirus Reopenings and Lockdowns. The Wall Street Journal. May 4, 2020.
- Tanne JH, Hayasaki E, Zastrow M, Pulla P, Smith P, Rada AG. Covid-19: how doctors and healthcare systems are tackling coronavirus worldwide. BMJ. 2020;368:m1090.
- Anderson RM, Heesterbeek H, Klinkenberg D, Hollingsworth TD. How will country-based mitigation measures influence the course of the COVID-19 epidemic?. Lancet. 2020;395(10228):931-4.
- Carl T. Bergstrom on Twitter. March 7, 2020.
- RCraig09. File:20200410 Flatten the curve, raise the line - pandemic - international version.gif. Wikimedia Commons. April 10, 2020.
- Bayham J, Fenichel EP. Impact of school closures for COVID-19 on the US health-care workforce and net mortality: a modelling study. Lancet Public Health. 2020;5(5):e271-8.
- Kawano S, Kakehashi M. Substantial Impact of School Closure on the Transmission Dynamics during the Pandemic Flu H1N1-2009 in Oita, Japan. PLoS ONE. 2015;10(12):e0144839.
- Pang J, Wang MX, Ang IYH, et al. Potential Rapid Diagnostics, Vaccine and Therapeutics for 2019 Novel Coronavirus (2019-nCoV): A Systematic Review. J Clin Med. 2020;9(3).
- Hollingsworth TD, Klinkenberg D, Heesterbeek H, Anderson RM. Mitigation strategies for pandemic influenza A: balancing conflicting policy objectives. PLoS Comput Biol. 2011;7(2):e1001076.
- Markel H, Lipman HB, Navarro JA, et al. Nonpharmaceutical interventions implemented by US cities during the 1918-1919 influenza pandemic. JAMA. 2007;298(6):644-54.
- Hatchett RJ, Mecher CE, Lipsitch M. Public health interventions and epidemic intensity during the 1918 influenza pandemic. Proc Natl Acad Sci USA. 2007;104(18):7582-7.
- Moriyama M, Hugentobler WJ, Iwasaki A. Seasonality of Respiratory Viral Infections. Annu Rev Virol. 2020.
- Ferguson N, Laydon D, Nedjati Gilani G, Imai N, Ainslie K, Baguelin M, Bhatia S, Boonyasiri A, Cucunuba Perez Z, Cuomo-Dannenburg G, et al. Impact of non-pharmaceutical interventions (NPIs) to reduce COVID-19 mortality and healthcare demand. London: Imperial College COVID-19 Response Team. Report No.: 9. March 16, 2020.
- Boccia S, Ricciardi W, Ioannidis JPA. What Other Countries Can Learn From Italy During the COVID-19 Pandemic. JAMA Intern Med. 2020.
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Social Distancing, Lockdowns, and Testing: How to Slow the COVID-19 Pandemic
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Content URLDoctor's Note
If you’ve missed any of this series so far, you can catch up with:
- Where Do Deadly Coronaviruses Like MERS-CoV Come From?
- The SARS Coronavirus and Wet Markets
- Where Did the COVID-19 Coronavirus Come From?
- The Last Coronavirus Pandemic May Have Been Caused by Livestock
- R0 and Incubation Periods: How Other Coronavirus Outbreaks Were Stopped
Next, we look at symptoms and immunity:
- COVID-19 Symptoms vs. the Flu, a Cold or Allergies
- Modifiable Risk Factors and Comorbidities for Severe COVID-19 Infection
- The Immune System and COVID-19 Treatment
- Would Zinc Lozenges Help with COVID-19?
You can download the whole series (for free) right now, here, and take an even deeper dive in my new book How to Survive a Pandemic (note: all my proceeds from this book are donated to pandemic prevention charities).
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