Human mobility and COVID-19 transmission: a systematic review and future directions

被引:62
作者
Zhang, Mengxi [1 ]
Wang, Siqin [2 ]
Hu, Tao [3 ]
Fu, Xiaokang [4 ,5 ,6 ]
Wang, Xiaoyue [7 ]
Hu, Yaxin [8 ]
Halloran, Briana [1 ]
Li, Zhenlong [9 ]
Cui, Yunhe [10 ]
Liu, Haokun [11 ]
Liu, Zhimin [12 ]
Bao, Shuming [13 ]
机构
[1] Ball State Univ, Sch Hlth, Muncie, IN 47304 USA
[2] Univ Queensland, Sch Earth & Environm Sci, St Lucia, Qld, Australia
[3] Oklahoma State Univ, Dept Geog, Stillwater, OK 74078 USA
[4] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan, Hubei, Peoples R China
[5] Harvard Univ, Ctr Geog Anal, Cambridge, MA 02138 USA
[6] Wuhan Univ, Geocomputat Ctr Social Sci, Wuhan, Hubei, Peoples R China
[7] Chinese Acad Sci, Univ Chinese Acad Sci, Inst Geog Sci & Resources, Beijing, Peoples R China
[8] Wuhan Univ, Sch Resource & Environm Sci, Wuhan, Hubei, Peoples R China
[9] Univ South Carolina, Dept Geog, Columbia, SC 29208 USA
[10] Univ Connecticut, Dept Geog, Storrs, CT USA
[11] Univ Bern, Inst Geog, Bern, Switzerland
[12] East China Normal Univ, Sch Geog Sci, Shanghai, Peoples R China
[13] Future Data Lab, Ann Arbor, MI USA
基金
美国国家科学基金会;
关键词
Human mobility; COVID-19; transmission; systematic review; mobility data; mathematical modelling; SPREAD; LOCKDOWN; EPIDEMIC; DYNAMICS;
D O I
10.1080/19475683.2022.2041725
中图分类号
P9 [自然地理学]; K9 [地理];
学科分类号
0705 ; 070501 ;
摘要
Without a widely distributed vaccine, controlling human mobility has been identified and promoted as the primary strategy to mitigate the transmission of COVID-19. Many studies have reported the relationship between human mobility and COVID-19 transmission by utilizing the spatial-temporal information of mobility data from various sources. To better understand the role of human mobility in the pandemic, we conducted a systematic review of articles that measure the relationship between human mobility and COVID-19 in terms of their data sources, mathematical models, and key findings. Following the guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement, we selected 47 articles from the Web of Science Core Collection up to September 2020. Restricting human mobility reduced the transmission of COVID-19, although the effectiveness and stringency of policy implementation vary temporally and spatially across different stages of the pandemic. We call for prompt and sustainable measures to control the pandemic. We also recommend researchers 1) to enhance multi-disciplinary collaboration; 2) to adjust the implementation and stringency of mobility-control policies in corresponding to the rapid change of the pandemic; 3) to improve mathematical models used in analysing, simulating, and predicting the transmission of the disease; and 4) to enrich the source of mobility data to ensure data accuracy and suability.
引用
收藏
页码:501 / 514
页数:14
相关论文
共 76 条
  • [51] Coronavirus and Migration: Analysis of Human Mobility and the Spread of COVID-19
    Sirkeci, Ibrahim
    Yucesahin, M. Murat
    [J]. MIGRATION LETTERS, 2020, 17 (02) : 379 - 398
  • [52] Transmission dynamics of COVID-19 in Wuhan, China: effects of lockdown and medical resources
    Sun, Gui-Quan
    Wang, Shi-Fu
    Li, Ming-Tao
    Li, Li
    Zhang, Juan
    Zhang, Wei
    Jin, Zhen
    Feng, Guo-Lin
    [J]. NONLINEAR DYNAMICS, 2020, 101 (03) : 1981 - 1993
  • [53] The Benefits and Costs of Using Social Distancing to Flatten the Curve for COVID-19
    Thunstrom, Linda
    Newbold, Stephen C.
    Finnoff, David
    Ashworth, Madison
    Shogren, Jason F.
    [J]. JOURNAL OF BENEFIT-COST ANALYSIS, 2020, 11 (02) : 179 - 195
  • [54] An investigation of transmission control measures during the first 50 days of the COVID-19 epidemic in China
    Tian, Huaiyu
    Liu, Yonghong
    Li, Yidan
    Wu, Chieh-Hsi
    Chen, Bin
    Kraemer, Moritz U. G.
    Li, Bingying
    Cai, Jun
    Xu, Bo
    Yang, Qiqi
    Wang, Ben
    Yang, Peng
    Cui, Yujun
    Song, Yimeng
    Zheng, Pai
    Wang, Quanyi
    Bjornstad, Ottar N.
    Yang, Ruifu
    Grenfell, Bryan T.
    Pybus, Oliver G.
    Dye, Christopher
    [J]. SCIENCE, 2020, 368 (6491) : 638 - +
  • [55] Evaluation of the lockdowns for the SARS-CoV-2 epidemic in Italy and Spain after one month follow up
    Tobias, Aurelio
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 725 (725)
  • [56] Modeling, state estimation, and optimal control for the US COVID-19 outbreak
    Tsay, Calvin
    Lejarza, Fernando
    Stadtherr, Mark A.
    Baldea, Michael
    [J]. SCIENTIFIC REPORTS, 2020, 10 (01)
  • [57] United States Census Bureau, GEOGR MOB 2018 2019
  • [58] United States Department of Transportation, BUR TRANSP STAT US
  • [59] Improved Epidemic Dynamics Model and Its Prediction for COVID-19 in Italy
    Wang, Han
    Xu, Kang
    Li, Zhongyi
    Pang, Kexin
    He, Hua
    [J]. APPLIED SCIENCES-BASEL, 2020, 10 (14):
  • [60] A Bibliometric Analysis and Network Visualisation of Human Mobility Studies from 1990 to 2020: Emerging Trends and Future Research Directions
    Wang, Siqin
    Zhang, Mengxi
    Hu, Tao
    Fu, Xiaokang
    Gao, Zhe
    Halloran, Briana
    Liu, Yan
    [J]. SUSTAINABILITY, 2021, 13 (10)