Rxivist logo

Chinese effective control and other countries uncharted challenge against COVID-19: an epidemiological and modelling study

By Lingling Zheng, Kang Qin, Xiujuan Chen, Shuai Huang, dong liu, Weiyao Liao, Huimin Xia, Jinling Tang, Huiying Liang

Posted 02 May 2020
medRxiv DOI: 10.1101/2020.04.28.20083899

Background: On the present trajectory, COVID is inevitably becoming a global epidemic, leading to concerns regarding the pandemic potential in China and other countries. Objective: In this study, we use the time-dependent reproduction number (Rt) to comprise the COVID transmissibility across different countries. Methods: We used data from Jan 20, 2019, to Feb 29, 2020, on the number of newly confirmed cases, obtained from the reports published by the CDC, to infer the incidence of infectious over time. A two-step procedure was used to estimate the Rt. The first step used data on known index-secondary cases pairs, from publicly available case reports, to estimate the serial interval distribution. The second step estimated the Rt jointly from the incidence data and the information data in the first step. Rt was then used to simulate the epidemics across all major cities in China and typical countries worldwide. Results: Based on a total of 126 index-secondary cases pairs from 4 international regions, we estimated that the serial interval for SARS-2-CoV was 4.18 (IQR 1.92 - 6.65) days. Domestically, Rt of China, Hubei province, Wuhan had fallen below 1.0 on 9 Feb, 10 Feb and 13 Feb (Rt were 0.99 {+/-} 0.02, 0.99 {+/-} 0.02 and 0.96 {+/-} 0.02), respectively. Internationally, as of 26 Feb, statistically significant periods of COVID spread (Rt >1) were identified for most regions, except for Singapore (Rt was 0.92 {+/-} 0.17). Conclusions: The epidemic in China has been well controlled, but the worldwide pandemic has not been well controlled. Worldwide preparedness and vulnerability against COVID-19 should be regarded with more care.

Download data

  • Downloaded 380 times
  • Download rankings, all-time:
    • Site-wide: 87,934
    • In epidemiology: 3,759
  • Year to date:
    • Site-wide: 103,812
  • Since beginning of last month:
    • Site-wide: 82,894

Altmetric data

Downloads over time

Distribution of downloads per paper, site-wide