Integrated vaccination and physical distancing interventions to prevent future COVID-19 waves in Chinese cities

被引:105
作者
Huang, Bo [1 ,2 ,3 ,4 ]
Wang, Jionghua [1 ]
Cai, Jixuan [5 ]
Yao, Shiqi [1 ]
Chan, Paul Kay Sheung [6 ,7 ]
Tam, Tony Hong-wing [3 ,4 ]
Hong, Ying-Yi [8 ]
Ruktanonchai, Corrine W. [9 ,10 ]
Carioli, Alessandra [9 ]
Floyd, Jessica R. [9 ]
Ruktanonchai, Nick W. [9 ,10 ]
Yang, Weizhong [11 ]
Li, Zhongjie [12 ]
Tatem, Andrew J. [9 ]
Lai, Shengjie [9 ,11 ,13 ]
机构
[1] Chinese Univ Hong Kong, Dept Geog & Resource Management, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, Inst Space & Earth Informat Sci, Hong Kong, Peoples R China
[3] Chinese Univ Hong Kong, Dept Sociol, Hong Kong, Peoples R China
[4] Chinese Univ Hong Kong, Ctr Populat Res, Hong Kong, Peoples R China
[5] Tencent Inc, Shenzhen, Peoples R China
[6] Chinese Univ Hong Kong, Fac Med, Dept Microbiol, Hong Kong, Peoples R China
[7] Chinese Univ Hong Kong, Fac Med, Stanley Ho Ctr Emerging Infect Dis, Hong Kong, Peoples R China
[8] Chinese Univ Hong Kong, Dept Management, Hong Kong, Peoples R China
[9] Univ Southampton, Sch Geog & Environm Sci, WorldPop, Southampton, Hants, England
[10] Virginia Tech, Populat Hlth Sci, Blacksburg, VA USA
[11] Chinese Acad Med Sci & Peking Union Med Coll, Sch Populat Med & Publ Hlth, Beijing, Peoples R China
[12] Chinese Ctr Dis Control & Prevent, Div Infect Dis, Beijing, Peoples R China
[13] Fudan Univ, Sch Publ Hlth, Shanghai, Peoples R China
基金
中国国家自然科学基金; 英国惠康基金; 比尔及梅琳达.盖茨基金会; 国家重点研发计划;
关键词
HUMAN MOBILITY; IMPACT;
D O I
10.1038/s41562-021-01063-2
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Vaccination combined with physical distancing can suppress resurgences without relying on stay-at-home restrictions. To achieve herd immunity, cities with a higher population density require more stringent physical distancing measures with longer durations. The coronavirus disease 2019 (COVID-19) pandemic has posed substantial challenges to the formulation of preventive interventions, particularly since the effects of physical distancing measures and upcoming vaccines on reducing susceptible social contacts and eventually halting transmission remain unclear. Here, using anonymized mobile geolocation data in China, we devise a mobility-associated social contact index to quantify the impact of both physical distancing and vaccination measures in a unified way. Building on this index, our epidemiological model reveals that vaccination combined with physical distancing can contain resurgences without relying on stay-at-home restrictions, whereas a gradual vaccination process alone cannot achieve this. Further, for cities with medium population density, vaccination can reduce the duration of physical distancing by 36% to 78%, whereas for cities with high population density, infection numbers can be well-controlled through moderate physical distancing. These findings improve our understanding of the joint effects of vaccination and physical distancing with respect to a city's population density and social contact patterns.
引用
收藏
页码:695 / +
页数:17
相关论文
共 63 条
  • [1] Population-scale longitudinal mapping of COVID-19 symptoms, behaviour and testing
    Allen, William E.
    Altae-Tran, Han
    Briggs, James
    Jin, Xin
    McGee, Glen
    Shi, Andy
    Raghavan, Rumya
    Kamariza, Mireille
    Nova, Nicole
    Pereta, Albert
    Danford, Chris
    Kamel, Amine
    Gothe, Patrik
    Milam, Evrhet
    Aurambault, Jean
    Primke, Thorben
    Li, Weijie
    Inkenbrandt, Josh
    Tuan Huynh
    Chen, Evan
    Lee, Christina
    Croatto, Michael
    Bentley, Helen
    Lu, Wendy
    Murray, Robert
    Travassos, Mark
    Coull, Brent A.
    Openshaw, John
    Greene, Casey S.
    Shalem, Ophir
    King, Gary
    Probasco, Ryan
    Cheng, David R.
    Silbermann, Ben
    Zhang, Feng
    Lin, Xihong
    [J]. NATURE HUMAN BEHAVIOUR, 2020, 4 (09) : 972 - +
  • [2] [Anonymous], BAIDU MIGRATION
  • [3] [Anonymous], Our Work on COVID-19 - Facebook Data for Good
  • [4] [Anonymous], TENCENT MIGRATION PL
  • [5] [Anonymous], TENCENT BIG DATA PLA
  • [6] [Anonymous], 2020, CORONAVIRUS DIS COVI
  • [7] [Anonymous], COVID-19 Community Mobility Report
  • [8] Badr H. S., 2020, Lancet Infect. Dis., V20, P1247
  • [9] Bergstra J., 2011, Advances in neural information processing systems, V24, DOI DOI 10.5555/2986459.2986743
  • [10] Economic and social consequences of human mobility restrictions under COVID-19
    Bonaccorsi, Giovanni
    Pierri, Francesco
    Cinelli, Matteo
    Flori, Andrea
    Galeazzi, Alessandro
    Porcelli, Francesco
    Schmidt, Ana Lucia
    Valensise, Carlo Michele
    Scala, Antonio
    Quattrociocchi, Walter
    Pammolli, Fabio
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (27) : 15530 - 15535