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一种用于评估边境执法措施效果和社会经济成本的进化博弈模型:进出口疫情动态。

An evolutionary game modeling to assess the effect of border enforcement measures and socio-economic cost: Export-importation epidemic dynamics.

作者信息

Kabir Km Ariful, Chowdhury Atiqur, Tanimoto Jun

机构信息

Interdisciplinary Graduate School of Engineering Sciences, Kyushu University, Kasuga-koen, Kasuga-shi, Fukuoka 816-8580, Japan.

Department of Mathematics, Bangladesh University of Engineering and Technology, Dhaka, Bangladesh.

出版信息

Chaos Solitons Fractals. 2021 May;146:110918. doi: 10.1016/j.chaos.2021.110918. Epub 2021 Apr 8.

Abstract

In the wake of the novel coronavirus, SARS-CoV-19, the world has undergone a critical situation in which grave threats to global public health emerged. Among human populations across the planet, travel restraints, border enforcement measures, quarantine, and isolation provisions were implemented to control and limit the spread of the contagion. Decisions on implementing and enforcing various control policies should be determined based on available real-world evidence and theoretical prediction. Further, countries around the globe-imposed force-quarantine and strict lockdown against the spreading could be unsustainable in the long run because of economic burden and people's frustration. This study proposes a novel exportation- importation epidemic model associated with behavioral dynamics under the evolutionary game theory by considering the two-body system: a source country of a contagious disease and a neighboring disease-free state. The model is first applied to the original COVID-19 data in China, Italy, and the Republic of Korea (ROK) and observed through consistent fitting results with equivalent goodness-of-fit. Then, the data are estimated per the appropriate parameters. Driven by these parametric settings and considering the normalized population, the numerical analysis, and epidemiological exploration, this work further elucidates the substantial impact of quarantine policies, healthcare facilities, socio-economic cost, and the public counter-compliance effect. Extensive numerical analysis shows that funds spent on the individual level as "emergency relief-package" can reduce the infection and improve quarantine policy success. Our results also explore that controlling border measurement can work well in the final epidemic stage of disease only if the cost is low.

摘要

在新型冠状病毒SARS-CoV-19出现之后,世界经历了一场严峻的形势,全球公共卫生面临着严重威胁。在全球各地的人群中,实施了旅行限制、边境管控措施、检疫和隔离规定,以控制和限制传染病的传播。实施和执行各种控制政策的决策应基于现有的实际证据和理论预测来确定。此外,从长远来看,全球各国强制实施的检疫和严格封锁措施可能因经济负担和民众的不满而难以为继。本研究提出了一种基于进化博弈论的、与行为动力学相关的新型进出口疫情模型,该模型考虑了两个主体系统:一个传染病源国和一个相邻的无病状态国家。该模型首先应用于中国、意大利和大韩民国(韩国)的原始COVID-19数据,并通过一致的拟合结果和等效的拟合优度进行观察。然后,根据适当的参数对数据进行估计。在这些参数设置的驱动下,并考虑到归一化人口,通过数值分析和流行病学探索,本研究进一步阐明了检疫政策、医疗设施、社会经济成本和公众反遵从效应的重大影响。广泛的数值分析表明,作为“紧急救援包”在个人层面上花费的资金可以减少感染并提高检疫政策的成功率。我们的研究结果还表明,只有在成本较低的情况下,控制边境措施在疾病的最后流行阶段才能发挥良好作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e46d/8027736/f2dbcb5b1517/gr1_lrg.jpg

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