Assessing the effectiveness of the intervention measures of COVID-19 in China based on dynamical method

被引:7
作者
Wei, Xiaomeng [1 ,2 ,3 ]
Li, Mingtao [4 ]
Pei, Xin [4 ]
Liu, Zhiping [5 ]
Zhang, Juan [1 ,2 ]
机构
[1] Shanxi Univ, Complex Syst Res Ctr, Taiyuan 030006, Shanxi, Peoples R China
[2] Shanxi Key Lab Math Tech & Big Data Anal Dis Cont, Taiyuan 030006, Shanxi, Peoples R China
[3] Shanxi Univ, Sch Math Sci, Taiyuan 030006, Shanxi, Peoples R China
[4] Taiyuan Univ Technol, Coll Math, Taiyuan 030024, Shanxi, Peoples R China
[5] North Univ China, Sch Data Sci & Technol, Taiyuan 030051, Shanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
COVID-19; Close contact tracking; Large-scale nucleic acid testing; Dynamics; The basic reproduction number; Sensitivity analysis; CORONAVIRUS OUTBREAK; TRANSMISSION; PROVINCE;
D O I
10.1016/j.idm.2022.12.007
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Normalized interventions were implemented in different cities in China to contain the outbreak of COVID-19 before December 2022. However, the differences in the intensity and timeliness of the implementations lead to differences in final size of the infections. Taking the outbreak of COVID-19 in three representative cities Xi'an, Zhengzhou and Yuzhou in January 2022, as examples, we develop a compartmental model to describe the spread of novel coronavirus and implementation of interventions to assess concretely the effec-tiveness of Chinese interventions and explore their impact on epidemic patterns. After applying reported human confirmed cases to verify the rationality of the model, we apply the model to speculate transmission trend and length of concealed period at the initial spread phase of the epidemic (they are estimated as 10.5, 7.8, 8.2 days, respectively), to estimate the range of basic reproduction number (2.9, 0.7, 1.6), and to define two indexes (transmission rate vt and controlled rate vc) to evaluate the overall effect of the in-terventions. It is shown that for Zhengzhou, vc is always more than vt with regular in-terventions, and Xi'an take 8 days to achieve vc > vt twice as long as Yuzhou, which can interpret the fact that the epidemic situation in Xi'an was more severe. By carrying out parameter values, it is concluded that in the early stage, strengthening the precision of close contact tracking and frequency of large-scale nucleic acid testing of non-quarantined population are the most effective on controlling the outbreaks and reducing final size. And, if the close contact tracking strategy is sufficiently implemented, at the late stage large-scale nucleic acid testing of non-quarantined population is not essential.(c) 2023 The Authors. Publishing services by Elsevier B.V. on behalf of KeAi Communications Co. Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:159 / 171
页数:13
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