2020年江苏省新型冠状病毒肺炎时空分析
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1.江苏省疾病预防控制中心急性传染病防制所;2.南京医科大学公共卫生学院

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基金项目:

江苏省卫生健康委科研项目(Z2019006),江苏省青年医学重点人才培养项目(QNRC2016542)


Spatio-temporal clustering analysis of COVID-19 in Jiangsu, 2020
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Affiliation:

1.Acute Infectious Disease Prevention and Control Institute, Jiangsu Provincial Center for Disease Control and Prevention;2.Acute Infectious Disease Prevention and Control Institute,Jiangsu Provincial Center for Disease Control and Prevention

Fund Project:

Jiangsu Health Commission Scientific Research Project (Z2019006), Jiangsu Youth Medical Talents Training Project (QNRC2016542)

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    摘要:

    目的: 分析江苏省新型冠状病毒肺炎疫情时空聚集性,为进一步做好疫情防控提供依据。方法: 绘制发病流行曲线、点标记图描述时空演变。采用最邻近指数(NNI)估计本土病例全局聚集性;以县(区)为单位,采用Kulldorff扫描统计量探测时空聚集区。使用Excel 2010、SaTScan 9.6.1、ArcGIS 10.2进行分析。结果: 江苏省2020年共报告684例确诊病例,其中本土631例,境外输入53例。本土病例波及全省79.44%的县(区),存在空间聚集性(NNI=0.27,P<0.01)。时空扫描显示一级聚集区位于苏北4个设区市交界处,包括21个县区,时间为1月26日至2月1日(LLR =74.92,RR=5.06,P <0.01);3个二级聚集区涉及27个县区,其中二级聚集区2时间为2月上旬。输入病例涉及11个设区市28个县(区),其中南京23例、连云港9例。结论: 江苏省疫情特征表现为“南北聚集,中部分散”。苏南长三角核心城市和苏北交通枢纽地区应不断优化防控策略,以早期发现并控制潜在的暴发。

    Abstract:

    Objective: To clarify the evolution and space-time clusters of the coronavirus disease 2019 (COVID-19) epidemic of Jiangsu, providing evidences for rapid detecting and responding to potential outbreaks. Methods: Epidemic curves and dot maps based on coordinates were applied to display the temporal the spatial evolution process. The nearest neighbor indicator(NNI) was used to estimate the global spatial aggregation of indigenous cases, and Kulldorff space-time scan statistic was performed to detect the space-time clusters at the county level. These analysis were performed by Excel 2010, SatScan 9.6.1 and ArcGIS 10.2. Results: A total of 684 confirmed cases were reported during 2020 in Jiangsu. There were 631 indigenous cases, involving 79.44% counties. The NNI of the indigenous cases was 0.27 (P<0.01), indicating global spatial aggregation. The most likely cluster covered four cities in north Jiangsu, including 21 counties, which emerged between January 26 and February 1(LLR =74.92,RR=5.06,P<0.01). Three secondary clusters were detected in south Jiangsu, including 27 counties. In particular, secondary cluster-2 happened in early February. 53 Imported cases involved 28 counties in 11 cities, 23 of which were admitted in Nanjing and 9 in Lianyungang. Conclusion: COVID-19 cases concentrated in the south and north Jiangsu, but scattered in middle area. More efforts should be put into precise containments to contain potential local multipoint outbreaks in early stage, especially in the Yangtze River Delta core cities in south area and transport hubs in north area.

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  • 收稿日期:2021-04-16
  • 最后修改日期:2021-06-15
  • 录用日期:2021-09-01
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