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模拟跨区域传播并评估限制区域间人口流动在控制新型冠状病毒肺炎中的效果——中国陕西省西安市,2021年

Modeling Cross-Regional Transmission and Assessing the Effectiveness of Restricting Inter-Regional Population Movements in Controlling COVID-19 - Xi'an City, Shaanxi Province, China, 2021.

作者信息

Yang Tianlong, Wang Yao, Liu Nankun, Abudurusuli Guzainuer, Yang Shiting, Yu Shanshan, Liu Weikang, Yin Xuecheng, Chen Tianmu

机构信息

School of Public Health, Xiamen University, Xiamen City, Fujian Province, China.

State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Xiamen University, Xiamen City, Fujian Province, China.

出版信息

China CDC Wkly. 2022 Aug 5;4(31):685-692. doi: 10.46234/ccdcw2022.143.

Abstract

INTRODUCTION

The aim of this study was to construct an assessment method for cross-regional transmission of coronavirus disease 2019 (COVID-19) and to provide recommendations for optimizing measures such as interregional population movements.

METHODS

Taking Xi'an City as the example subject of this study's analysis, a Cross-Regional-Gravitational-Dynamic model was constructed to simulate the epidemic in each district of Xi'an under three scenarios of controlled population movement (Scenario 1: no intensive intervention; Scenario 2: blocking Yanta District on December 18 and blocking the whole region on December 23; and Scenario 3: blocking the whole region on December 23). This study then evaluated the effects of such simulated population control measures.

RESULTS

The cumulative number of cases for the three scenarios was 8,901,425, 178, and 474, respectively, and the duration of the epidemic was 175, 18, and 22 days, respectively. The real world prevention and control measures in Xi'an reduced the cumulative number of cases for its outbreak by 99.98% in comparison to the simulated response in Scenario 1; in contrast, the simulated prevention and control strategies set in Scenarios 2 (91.26%) and 3 (76.73%) reduced cases even further than the real world measures used in Xi'an.

DISCUSSION

The constructed model can effectively simulate an outbreak across regions. Timely implementation of two-way containment and control measures in areas where spillover is likely to occur is key to stopping cross-regional transmission.

摘要

引言

本研究旨在构建一种2019冠状病毒病(COVID-19)跨区域传播的评估方法,并为优化区域间人口流动等措施提供建议。

方法

以西安市作为本研究分析的示例对象,构建了一个跨区域引力动态模型,以模拟西安市各行政区在三种人口流动控制情景下(情景1:无强化干预;情景2:12月18日封锁雁塔区,12月23日封锁全市;情景3:12月23日封锁全市)的疫情情况。本研究随后评估了这些模拟人口控制措施的效果。

结果

三种情景下的累计病例数分别为8,901,425例、178例和474例,疫情持续时间分别为175天、18天和22天。与情景1中的模拟应对措施相比,西安市实际的防控措施使其疫情爆发的累计病例数减少了99.98%;相比之下,情景2(91.26%)和情景3(76.73%)设定的模拟防控策略比西安市实际采取的措施更能有效减少病例数。

讨论

构建的模型能够有效模拟跨区域疫情爆发情况。在可能发生溢出的地区及时实施双向防控措施是阻止跨区域传播的关键。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1fea/9433766/dc9facf818c7/ccdcw-4-31-685-1.jpg

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