medRxiv · 2020 · 11 citations · 20 references
Public HealthInfectious Disease ControlInfectious DiseasesCommunicable Disease ControlEpidemiologyInfection PreventionContact TracingDisease SpreadOutbreak ControlPandemic ResponseContact Tracing Data AnalysisDisease TransmissionIsolationIsolation ModelsMask Wearing BehaviorPandemic Spread PatternsSocial Distancing BehaviorSocial Distancing Policy
Abstract In this work we present an analysis of non-pharmaceutical interventions implemented around the world in the fight against COVID-19: Social distancing, shelter-in-place, mask wearing, etc measures to protect the susceptible, together with, in various degrees, testing & contact-tracing to identify, isolate and treat the infected. The majority of countries have relied on the former, while ramping up their testing and tracing capabilities. We consider the examples of South Korea, Italy, Canada and the United States. By fitting a disease transmission model to daily case report data, we show that in each of the four countries their combination of social-distancing and testing/tracing to date have had a significant impact on the evolution of their pandemic curves. In this work we estimate the average isolation rates of infected individuals needing to occur in each country as a result of large-scale testing and contact tracing as a mean of lifting social distancing measures, without a resurgence of COVID-19. We find that an average isolation rate of an infected individual every 4.5 days (South Korea), 5.7 days (Canada) and to 6 days (Italy) would be sufficient. We also find that a rate of under 3.5 days will help in the United States, although it would not completely mitigate the second wave the country is currently under.
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Clinical Characteristics of Coronavirus Disease 2019 in China
Wei‐jie Guan, Zhengyi Ni, Yu Hu et al. · New England Journal of Medicine · 2020 · 31.2K citations · Full text
Veterinary Medicine, Infectious Diseases, Internal Medicine +10
Stephen A. Lauer, Kyra H. Grantz, Qifang Bi et al. · Annals of Internal Medicine · 2020 · 6.6K citations · Full text
Veterinary Medicine, Infectious Disease Control, Infectious Diseases +17
Neil M. Ferguson, Daniel J. Laydon, G Nedjati Gilani et al. · Spiral (Imperial College London) · 2020 · 3.8K citations · Full text
Medicine, Infectious Disease Control, Infectious Diseases +13