Department of Biomedical Science, Faculty of Medicine & Health Sciences, Universiti Putra Malaysia, Serdang, Malaysia.
School of Public Health, Kunming Medical University, Kunming, China.
Front Public Health. 2020 Dec 2;8:609974. doi: 10.3389/fpubh.2020.609974. eCollection 2020.
COVID-19 developed into a global pandemic in 2020 and poses challenges regarding the prevention and control capabilities of countries. A large number of inbound travelers from other regions could lead to a renewed outbreak of COVID-19 in the local regions. Globally, as a result of the imbalance in the control of the epidemic, all countries are facing the risk of a renewed COVID-19 outbreak brought about by travelers from epidemic areas. Therefore, studies on a proper management of the inbound travelers are urgent. We collected a total of 4,733,414 inbound travelers and 174 COVID-19 diagnosed patients in Yunnan province from 21 January 2020 to 20 February 2020. Data on place of origin, travel history, age, and gender, as well as whether they had suspected clinical manifestations for inbound travelers in Yunnan were collected. The impact of inbound travelers on the local epidemic was analyzed with a collinear statistical analysis and the effect of the control measures on the epidemic was evaluated with a sophisticated modeling approach. Of the 174 COVID-19 patients, 60.9% were not from Yunnan, and 76.4% had a history of travel in Hubei. The amount of new daily cases in Yunnan was significant correlated with the number of inbound travelers from Hubei and suspected cases among them. Using Susceptible-Exposed-Infectious-Recovered (SEIR) model analysis, we found that the prevention and control measures dropped the local R0 down to 1.07 in Yunnan province. Our preliminary analysis showed that the proper management of inbound travelers from outbreak areas has a significantly positive effect on the prevention and control of the virus. In the process of resettlement, some effective measures taken by Yunnan province may provide an important reference for preventing the renewed COVID-19 outbreak in other regions.
2020 年,COVID-19 疫情发展成为全球大流行,对各国的防控能力提出了挑战。大量来自其他地区的入境旅客可能导致当地疫情的再次爆发。在全球范围内,由于疫情防控不平衡,所有国家都面临着疫区旅客带来的 COVID-19 疫情再次爆发的风险。因此,对入境旅客进行适当管理的研究迫在眉睫。
我们收集了 2020 年 1 月 21 日至 2 月 20 日云南省入境旅客共 4733414 人和 174 例 COVID-19 确诊病例。收集了云南省入境旅客的原籍地、旅行史、年龄、性别以及是否有疑似临床症状等信息。采用共线性统计分析方法分析入境旅客对当地疫情的影响,采用复杂建模方法评价防控措施对疫情的影响。
在 174 例 COVID-19 患者中,60.9%的患者不是来自云南,76.4%的患者有湖北旅行史。云南新增病例数量与来自湖北的入境旅客数量及其疑似病例数量呈显著正相关。利用 Susceptible-Exposed-Infectious-Recovered(SEIR)模型分析,我们发现云南的防控措施将当地的 R0 降低到 1.07。
我们的初步分析表明,对来自疫情地区的入境旅客进行适当的管理,对病毒的防控有显著的积极影响。在安置过程中,云南省采取的一些有效措施可能为其他地区预防 COVID-19 疫情的再次爆发提供重要参考。