Relaxation of social distancing restrictions: Model estimated impact on COVID-19 epidemic in Manitoba, Canada

被引:8
|
作者
Shafer, Leigh Anne [1 ,2 ]
Nesca, Marcello [2 ,3 ]
Balshaw, Robert [3 ]
机构
[1] Univ Manitoba, Dept Internal Med, Winnipeg, MB, Canada
[2] Univ Manitoba, Dept Community Hlth Sci, Winnipeg, MB, Canada
[3] Univ Manitoba, George & Fay Yee Ctr Healthcare Innovat, Winnipeg, MB, Canada
来源
PLOS ONE | 2021年 / 16卷 / 01期
关键词
D O I
10.1371/journal.pone.0244537
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Objectives The unprecedented worldwide social distancing response to COVID-19 resulted in a quick reversal of escalating case numbers. Recently, local governments globally have begun to relax social distancing regulations. Using the situation in Manitoba, Canada as an example, we estimated the impact that social distancing relaxation may have on the pandemic. Methods We fit a mathematical model to empirically estimated numbers of people infected, recovered, and died from COVID-19 in Manitoba. We then explored the impact of social distancing relaxation on: (a) time until near elimination of COVID-19 (< one case per million), (b) time until peak prevalence, (c) proportion of the population infected within one year, (d) peak prevalence, and (e) deaths within one year. Results Assuming a closed population, near elimination of COVID-19 in Manitoba could have been achieved in 4-6 months (by July or August) if there were no relaxation of social distancing. Relaxing to 15% of pre-COVID effective contacts may extend the local epidemic for more than two years (median 2.1). Relaxation to 50% of pre-COVID effective contacts may result in a peak prevalence of 31-38% of the population, within 3-4 months of initial relaxation. Conclusion Slight relaxation of social distancing may immensely impact the pandemic duration and expected peak prevalence. Only holding the course with respect to social distancing may have resulted in near elimination before Fall of 2020; relaxing social distancing to 15% of pre-COVID-19 contacts will flatten the epidemic curve but greatly extend the duration of the pandemic.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] Modeling serological testing to inform relaxation of social distancing for COVID-19 control
    Kraay, Alicia N. M.
    Nelson, Kristin N.
    Zhao, Conan Y.
    Demory, David
    Weitz, Joshua S.
    Lopman, Benjamin A.
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [42] Covid-19 in the Northeast of Brazil: from lockdown to the relaxation of social distancing measures
    de Alencar Ximenes, Ricardo Arraes
    Pessoa Militao de Albuquerque, Maria de Fatima
    Turchi Martelli, Celina Maria
    Barreto de Araujo, Thalia Velho
    Miranda Filho, Democrito de Barros
    de Souza, Wayner Vieira
    Travassos Ichihara, Maria Yury
    Cabral de Lira, Pedro Israel
    Franco Sansigolo Kerr, Ligia Regina
    Aquino, Estela M. L.
    Moura da Silva, Antonio Augusto
    Freitas de Almeida, Rosa Livia
    Kendall, Carl
    Pescarini, Julia M.
    Brandao Filho, Sinval Pinto
    Almeida-Filho, Naomar
    de Oliveira, Juliane Fonseca
    Teles, Carlos
    Pereira Jorge, Daniel Cardoso
    Santana, Guilherme
    Gabrielli, Ligia
    Rodrigues, Moreno M. S.
    da Silva, Natanael Jesus
    da Silva Souza, Rafael Felipe
    Ferreira da Silva, Vivian Alessandra
    Barreto, Mauricio Lima
    CIENCIA & SAUDE COLETIVA, 2021, 26 (04): : 1441 - 1456
  • [43] Modeling serological testing to inform relaxation of social distancing for COVID-19 control
    Alicia N. M. Kraay
    Kristin N. Nelson
    Conan Y. Zhao
    David Demory
    Joshua S. Weitz
    Benjamin A. Lopman
    Nature Communications, 12
  • [44] The impact of social distancing, contact tracing, and case isolation interventions to suppress the COVID-19 epidemic: A modeling study
    Ge, Yang
    Chen, Zhiping
    Handel, Andreas
    Martinez, Leonardo
    Xiao, Qian
    Li, Changwei
    Chen, Enfu
    Pan, Jinren
    Li, Yang
    Ling, Feng
    Shen, Ye
    EPIDEMICS, 2021, 36
  • [45] Impact of COVID-19 Restrictions on the Urban Thermal Environment of Edmonton, Canada
    Qiang, Carolyne
    Leydon, Joseph
    He, Yuhong
    ENVIRONMENTAL MANAGEMENT, 2023, 72 (04) : 862 - 882
  • [46] Impact of COVID-19 Restrictions on the Urban Thermal Environment of Edmonton, Canada
    Carolyne Qiang
    Joseph Leydon
    Yuhong He
    Environmental Management, 2023, 72 : 862 - 882
  • [47] The Impact of Social Distancing for COVID-19 Upon Diagnosis of Kawasaki Disease
    Shulman, Stanford
    Geevarghese, Bessey
    Kim, Kwang-Youn
    Rowley, Anne
    JOURNAL OF THE PEDIATRIC INFECTIOUS DISEASES SOCIETY, 2021, 10 (06) : 742 - 744
  • [48] Impact of COVID-19 pandemic: Social distancing and the vulnerability to domestic violence
    Goh, Kah Kheng
    Lu, Mong-Liang
    Jou, Susyan
    PSYCHIATRY AND CLINICAL NEUROSCIENCES, 2020, 74 (11) : 612 - 613
  • [49] Interactive COVID-19 Mobility Impact and Social Distancing Analysis Platform
    Zhang, Lei
    Darzi, Aref
    Ghader, Sepehr
    Pack, Michael L.
    Xiong, Chenfeng
    Yang, Mofeng
    Sun, Qianqian
    Kabiri, Aliakbar
    Hu, Songhua
    TRANSPORTATION RESEARCH RECORD, 2023, 2677 (04) : 168 - 180
  • [50] Untying the Precise Impact of COVID-19 Policy on Social Distancing Behavior
    Shahzad, Fakhar
    Du, Jianguo
    Khan, Imran
    Ahmad, Zeeshan
    Shahbaz, Muhammad
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2021, 18 (03) : 1 - 12