Hu J X, He G H, Liu T, Xiao J P, Rong Z H, Guo L C, Zeng W L, Zhu Z H, Gong D X, Yin L H, Wan D H, Zeng L L, Ma W J
Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou 511430, China.
Zhonghua Yu Fang Yi Xue Za Zhi. 2020 Apr 6;54(4):362-366. doi: 10.3760/cma.j.cn112150-20200219-00142.
To evaluate the exported risk of COVID-19 from Hubei Province and the imported risk in various provinces across China. Data of reported COVID-19 cases and Baidu Migration Indexin all provinces of the country as of February 14, 2020 were collected. The correlation analysis between cumulative number of reported cases and the migration index from Hubei was performed, and the imported risks from Hubei to different provinces across China were further evaluated. A total of 49 970 confirmed cases were reported nationwide, of which 37 884 were in Hubei Province. The average daily migration index from Hubei to other provinces was 312.09, Wuhan and other cities in Hubei were 117.95 and 194.16, respectively. The cumulative COVID-19 cases of provinces was positively correlated with the migration index derived from Hubei Province, also in Wuhan and other cities in Hubei, with correlation coefficients of 0.84, 0.84, and 0.81. In linear model, population migration from Hubei Province, Wuhan and other cities in Hubei account for 71.2%, 70.1%, and 66.3% of the variation, respectively. The period of high exported risk from Hubei occurred before January 27, of which the risks before January 23 mainly came from Wuhan, and then mainly from other cities in Hubei. Hunan Province, Henan Province and Guangdong Province ranked the top three in terms of cumulative imported risk (the cumulative risk indices were 58.61, 54.75 and 49.62 respectively). The epidemic in each province was mainly caused by the importation of Hubei Province. Taking measures such as restricting the migration of population in Hubei Province and strengthening quarantine measures for immigrants from Hubei Province may greatly reduce the risk of continued spread of the epidemic.
评估湖北省新冠病毒肺炎的输出风险以及中国各省份的输入风险。收集了截至2020年2月14日全国各省份新冠病毒肺炎报告病例数据和百度迁徙指数。对报告病例累计数与来自湖北的迁徙指数进行相关性分析,并进一步评估湖北向中国不同省份的输入风险。全国共报告确诊病例49970例,其中湖北省37884例。湖北向其他省份的日均迁徙指数为312.09,湖北武汉及其他城市分别为117.95和194.16。各省份新冠病毒肺炎累计病例数与来自湖北省的迁徙指数呈正相关,湖北武汉及其他城市也呈正相关,相关系数分别为0.84、0.84和0.81。在线性模型中,来自湖北省、湖北武汉及其他城市的人口迁徙分别占变异的71.2%、70.1%和66.3%。湖北输出风险较高的时期出现在1月27日之前,其中1月23日之前的风险主要来自武汉,之后主要来自湖北其他城市。湖南省、河南省和广东省的累计输入风险位列前三(累计风险指数分别为58.61、54.75和49.62)。各省份疫情主要由湖北省输入引起。采取限制湖北省人口迁徙以及加强对来自湖北省人员的检疫措施等,可能会大幅降低疫情继续传播的风险。