2019冠状病毒病大流行时期时尚产业需求增长动态的数学模型

J. Addor, A. J. Turkson, Douglas Yenwon Kparib
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引用次数: 1

摘要

新冠肺炎疫情的爆发及其影响未能使全球任何经济体幸免。第四种变种刚刚宣布出现,死亡人数高,对经济活动造成影响。衡量传染病传播潜力的基本繁殖数r0在流行病学研究中极为重要。本研究的主要目的是推导r0并评估模型在平衡点附近的稳定性。其动机是模拟COVID-19对时尚产品需求的影响,以及其应用如何影响COVID-19大流行。采用常微分方程,在综合环境下,应用时尚型个人防护装备(fppe)和政府政策监管,建立了基于易感-感染-恢复-易感的五室模型。解决方案技术包括定性分析和模拟与各种关于COVID-19的出版物的数据相结合。研究表明,当R 0≤1时,无病平衡同时为局部和全局渐近稳定(LAS和GAS);当R 0≥1时,地方病平衡同时为LAS和GAS。随着fppe需求的增加,r0降低,反之亦然。灵敏度分析表明,r0对fppe的应用率非常敏感。这证实了对fppe的高需求在减少COVID-19感染传播方面的重要性。同样,疫情对时尚产品的需求既有正面影响,也有负面影响;然而,负面影响大于正面影响。另一项发现是,政府政策的严格程度在增加对fppe的需求方面发挥了重要作用。敏感性分析建议优先应用fppe和所有推荐的ppe。我们特别建议fppe与其他非药物干预措施一起使用。时尚行业的经营者必须动态地适应时尚产品品味的新趋势。最后,政府应保持高度的政策严密性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Mathematical Model for the Growth Dynamics of Demand in the Fashion Industry within the Era of the COVID-19 Pandemic
The outbreak of COVID-19 infection and its effects have not spared any economy on the globe. The fourth variant has just announced its appearance with its high death toll and impact on economic activities. The basic reproductive number R 0 , which measures the transmission potential of an infectious disease, is extremely important in the study of epidemiology. The main purpose of this study was to derive R 0 and assess the stability of the model around its equilibrium points. The motivation was to simulate the effect of COVID-19 on the demand for fashion products and how its application has impacted the COVID-19 pandemic. A five-compartment susceptible-infection-recovery-susceptible-based model was formulated in an integrated environment with application of fashion-based personal protective equipment (FPPEs) and government policy regulation, using ordinary differential equations. Solution techniques included a mix of qualitative analysis and simulations with data from various publications on COVID-19. The study revealed that the disease-free equilibrium was both locally and globally asymptotically stable (LAS and GAS) for R 0 ≤ 1 , while the disease-endemic equilibrium was both LAS and GAS for R 0 ≥ 1 . As the demand for FPPEs increases, R 0 decreases, and vice versa. The sensitivity analysis indicated that R 0 was very sensitive to the rate of application of FPPEs. This confirms the significance of high demand for FPPEs in reducing the transmission of COVID-19 infection. Again, the pandemic has had both positive and negative impacts on the demand for fashion products; however, the negative impact outweighed the positive impact. Another discovery was that government policy stringency was significant in increasing demand for FPPEs. The sensitivity analyses suggested prioritization of FPPEs application together with all recommended PPEs. We recommend inter alia that FPPEs be used together with other nonpharmaceutical interventions. Operators in the fashion industry must be dynamic in adjusting to the new trends of taste for fashion products. Finally, governments should maintain high policy stringency.
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