An Index for Lifting Social Distancing During the COVID-19 Pandemic: Algorithm Recommendation for Lifting Social Distancing

被引:7
作者
Chen, Sam Li-Sheng [1 ]
Yen, Amy Ming-Fang [1 ]
Lai, Chao-Chih [2 ]
Hsu, Chen-Yang [2 ]
Chan, Chang-Chuan [3 ]
Chen, Tony Hsiu-Hsi [2 ]
机构
[1] Taipei Med Univ, Coll Oral Med, Taipei, Taiwan
[2] Natl Taiwan Univ, Coll Publ Hlth, Inst Epidemiol & Prevent Med, Room 533,17,Xu Zhou Rd, Taipei 100, Taiwan
[3] Natl Taiwan Univ, Coll Publ Hlth, Inst Environm & Occupat Hlth Sci, Taipei, Taiwan
关键词
COVID-19; pandemic; social distancing; index; algorithm; data analysis; decision making; global health; public health;
D O I
10.2196/22469
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: Implementing and lifting social distancing (LSD) is an urgent global issue during the COVID-19 pandemic, particularly when the travel ban is lifted to revive international businesses and economies. However, when and whether LSD can be considered is subject to the spread of SARS-CoV-2, the recovery rate, and the case-fatality rate. It is imperative to provide real-time assessment of three factors to guide LSD. Objective: A simple LSD index was developed for health decision makers to do real-time assessment of COVID-19 at the global, country, region, and community level. Methods: Data on the retrospective cohort of 186 countries with three factors were retrieved from a publicly available repository from January to early July. A simple index for guiding LSD was measured by the cumulative number of COVID-19 cases and recoveries, and the case-fatality rate was envisaged. If the LSD index was less than 1, LSD can be considered. The dynamic changes of the COVID-19 pandemic were evaluated to assess whether and when health decision makers allowed for LSD and when to reimplement social distancing after resurgences of the epidemic. Results: After large-scale outbreaks in a few countries before mid-March (prepandemic phase), the global weekly LSD index peaked at 4.27 in March and lasted until mid-June (pandemic phase), during which most countries were affected and needed to take various social distancing measures. Since, the value of LSD has gradually declined to 0.99 on July 5 (postpandemic phase), at which 64.7% (120/186) of countries and regions had an LSD<1 with the decile between 0 and 1 to refine risk stratification by countries. The LSD index decreased to 1 in about 115 days. In addition, we present the results of dynamic changes of the LSD index for the world and for each country and region with different time windows from January to July 5. The results of the LSD index on the resurgence of the COVID-19 epidemic in certain regions and validation by other emerging infectious diseases are presented. Conclusions: This simple LSD index provides a quantitative assessment of whether and when to ease or implement social distancing to provide advice for health decision makers and travelers.
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页数:15
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共 23 条
  • [1] Reopening Society and the Need for Real-Time Assessment of COVID-19 at the Community Level
    Angulo, Frederick J.
    Finelli, Lyn
    Swerdlow, David L.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2020, 323 (22): : 2247 - 2248
  • [2] [Anonymous], COVID19TRACKING COV
  • [3] Call for transparency of COVI D-19 models
    Barton, C. Michael
    Alberti, Marina
    Ames, Daniel
    Atkinson, Jo-An
    Bales, Jerad
    Burke, Edmund
    Chen, Min
    Diallo, Saikou Y.
    Earn, David J. D.
    Fath, Brian
    Feng, Zhilan
    Gibbons, Christopher
    Hammond, Ross
    Heffernan, Jane
    Houser, Heather
    Hovmand, Peter S.
    Kopainsky, Birgit
    Mabry, Patricia L.
    Mair, Christina
    Meier, Petra
    Niles, Rebecca
    Nosek, Brian
    Osgood, Nathaniel
    Pierce, Suzanne
    Polhill, J. Gareth
    Prosser, Lisa
    Robinson, Erin
    Rosenzweig, Cynthia
    Sankaran, Shankar
    Stange, Kurt
    Tucker, Gregory
    [J]. SCIENCE, 2020, 368 (6490) : 482 - 483
  • [4] Chinazzi M, 2020, SCIENCE, V368, P395, DOI [10.1126/science.aba9757, 10.1101/2020.02.09.20021261]
  • [5] Daley DJ., 1999, Epidemic modelling: An introduction. Cambridge studies in mathematical biology
  • [6] Inferring change points in the spread of COVID-19 reveals the effectiveness of interventions
    Dehning, Jonas
    Zierenberg, Johannes
    Spitzner, F. Paul
    Wibral, Michael
    Pinheiro Neto, Joao
    Wilczek, Michael
    Priesemann, Viola
    [J]. SCIENCE, 2020, 369 (6500) : 160 - +
  • [7] An interactive web-based dashboard to track COVID-19 in real time
    Dong, Ensheng
    Du, Hongru
    Gardner, Lauren
    [J]. LANCET INFECTIOUS DISEASES, 2020, 20 (05) : 533 - 534
  • [8] How to Surge to Face the SARS-CoV-2 Outbreak: Lessons Learned From Lombardy, Italy
    Faccincani, Roberto
    Pascucci, Federico
    Lennquist, Sten
    [J]. DISASTER MEDICINE AND PUBLIC HEALTH PREPAREDNESS, 2020, 14 (05) : E39 - E41
  • [9] Critical Care Utilization for the COVID-19 Outbreak in Lombardy, Italy Early Experience and Forecast During an Emergency Response
    Grasselli, Giacomo
    Pesenti, Antonio
    Cecconi, Maurizio
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2020, 323 (16): : 1545 - 1546
  • [10] Projecting the transmission dynamics of SARS-CoV-2 through the postpandemic period
    Kissler, Stephen M.
    Tedijanto, Christine
    Goldstein, Edward
    Grad, Yonatan H.
    Lipsitch, Marc
    [J]. SCIENCE, 2020, 368 (6493) : 860 - +