The impact of social distancing, contact tracing, and case isolation interventions to suppress the COVID-19 epidemic: A modeling study

Introduction: Most countries are dependent on nonpharmaceutical public health interventions such as social distancing, contact tracing, and case isolation to mitigate COVID-19 spread until medicines or vaccines widely available. Minimal research has been performed on the independent and combined imp...

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Main Authors: Yang Ge, Zhiping Chen, Andreas Handel, Leonardo Martinez, Qian Xiao, Changwei Li, Enfu Chen, Jinren Pan, Yang Li, Feng Ling, Ye Shen
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:Epidemics
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1755436521000360
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spelling doaj-50878f320d854ae8852508ad623a039e2021-09-03T04:44:15ZengElsevierEpidemics1755-43652021-09-0136100483The impact of social distancing, contact tracing, and case isolation interventions to suppress the COVID-19 epidemic: A modeling studyYang Ge0Zhiping Chen1Andreas Handel2Leonardo Martinez3Qian Xiao4Changwei Li5Enfu Chen6Jinren Pan7Yang Li8Feng Ling9Ye Shen10University of Georgia, College of Public Health, Department of Epidemiology and Biostatistics, Athens, Georgia, United StatesZhejiang Provincial Center for Disease Control and Prevention, Hangzhou, ChinaUniversity of Georgia, College of Public Health, Department of Epidemiology and Biostatistics, Athens, Georgia, United States; University of Georgia, College of Public Health, Health Informatics Institute, Athens, Georgia, United States; University of Georgia, Center for the Ecology of Infectious Diseases, Athens, Georgia, United StatesBoston University, School of Public Health, Department of Epidemiology, Boston, Massachusetts, United StatesUniversity of Georgia, Department of Statistics, Athens, Georgia, United StatesUniversity of Georgia, College of Public Health, Department of Epidemiology and Biostatistics, Athens, Georgia, United States; Tulane University, School of Public Health and Tropical Medicine, Department of Epidemiology, New Orleans, Louisiana, United StatesZhejiang Provincial Center for Disease Control and Prevention, Hangzhou, ChinaZhejiang Provincial Center for Disease Control and Prevention, Hangzhou, ChinaRenmin University of China, Center for Applied Statistics, Beijing, China; Renmin University of China, School of Statistics, Beijing, China; Renmin University of China, Statistical Consulting Center, Beijing, ChinaZhejiang Provincial Center for Disease Control and Prevention, Hangzhou, ChinaUniversity of Georgia, College of Public Health, Department of Epidemiology and Biostatistics, Athens, Georgia, United StatesIntroduction: Most countries are dependent on nonpharmaceutical public health interventions such as social distancing, contact tracing, and case isolation to mitigate COVID-19 spread until medicines or vaccines widely available. Minimal research has been performed on the independent and combined impact of each of these interventions based on empirical case data. Methods: We obtained data from all confirmed COVID-19 cases from January 7th to February 22nd 2020 in Zhejiang Province, China, to fit an age-stratified compartmental model using human contact information before and during the outbreak. The effectiveness of social distancing, contact tracing, and case isolation was studied and compared in simulation. We also simulated a two-phase reopening scenario to assess whether various strategies combining nonpharmaceutical interventions are likely to achieve population-level control of a second-wave epidemic. Results: Our study sample included 1,218 symptomatic cases with COVID-19, of which 664 had no inter-province travel history. Results suggest that 36.5 % (95 % CI, 12.8–57.1) of contacts were quarantined, and approximately five days (95 % CI, 2.2–11.0) were needed to detect and isolate a case. As contact networks would increase after societal and economic reopening, avoiding a second wave without strengthening nonpharmaceutical interventions compared to the first wave it would be exceedingly difficult. Conclusions: Continuous attention and further improvement of nonpharmaceutical interventions are needed in second-wave prevention. Specifically, contact tracing merits further attention.http://www.sciencedirect.com/science/article/pii/S1755436521000360COVID-19Social distancingContact tracingCase isolationModeling
collection DOAJ
language English
format Article
sources DOAJ
author Yang Ge
Zhiping Chen
Andreas Handel
Leonardo Martinez
Qian Xiao
Changwei Li
Enfu Chen
Jinren Pan
Yang Li
Feng Ling
Ye Shen
spellingShingle Yang Ge
Zhiping Chen
Andreas Handel
Leonardo Martinez
Qian Xiao
Changwei Li
Enfu Chen
Jinren Pan
Yang Li
Feng Ling
Ye Shen
The impact of social distancing, contact tracing, and case isolation interventions to suppress the COVID-19 epidemic: A modeling study
Epidemics
COVID-19
Social distancing
Contact tracing
Case isolation
Modeling
author_facet Yang Ge
Zhiping Chen
Andreas Handel
Leonardo Martinez
Qian Xiao
Changwei Li
Enfu Chen
Jinren Pan
Yang Li
Feng Ling
Ye Shen
author_sort Yang Ge
title The impact of social distancing, contact tracing, and case isolation interventions to suppress the COVID-19 epidemic: A modeling study
title_short The impact of social distancing, contact tracing, and case isolation interventions to suppress the COVID-19 epidemic: A modeling study
title_full The impact of social distancing, contact tracing, and case isolation interventions to suppress the COVID-19 epidemic: A modeling study
title_fullStr The impact of social distancing, contact tracing, and case isolation interventions to suppress the COVID-19 epidemic: A modeling study
title_full_unstemmed The impact of social distancing, contact tracing, and case isolation interventions to suppress the COVID-19 epidemic: A modeling study
title_sort impact of social distancing, contact tracing, and case isolation interventions to suppress the covid-19 epidemic: a modeling study
publisher Elsevier
series Epidemics
issn 1755-4365
publishDate 2021-09-01
description Introduction: Most countries are dependent on nonpharmaceutical public health interventions such as social distancing, contact tracing, and case isolation to mitigate COVID-19 spread until medicines or vaccines widely available. Minimal research has been performed on the independent and combined impact of each of these interventions based on empirical case data. Methods: We obtained data from all confirmed COVID-19 cases from January 7th to February 22nd 2020 in Zhejiang Province, China, to fit an age-stratified compartmental model using human contact information before and during the outbreak. The effectiveness of social distancing, contact tracing, and case isolation was studied and compared in simulation. We also simulated a two-phase reopening scenario to assess whether various strategies combining nonpharmaceutical interventions are likely to achieve population-level control of a second-wave epidemic. Results: Our study sample included 1,218 symptomatic cases with COVID-19, of which 664 had no inter-province travel history. Results suggest that 36.5 % (95 % CI, 12.8–57.1) of contacts were quarantined, and approximately five days (95 % CI, 2.2–11.0) were needed to detect and isolate a case. As contact networks would increase after societal and economic reopening, avoiding a second wave without strengthening nonpharmaceutical interventions compared to the first wave it would be exceedingly difficult. Conclusions: Continuous attention and further improvement of nonpharmaceutical interventions are needed in second-wave prevention. Specifically, contact tracing merits further attention.
topic COVID-19
Social distancing
Contact tracing
Case isolation
Modeling
url http://www.sciencedirect.com/science/article/pii/S1755436521000360
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