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严重急性呼吸综合征冠状病毒2型疫苗接种计划的关键因素分析:一种数学建模方法

Analysis of Key Factors of a SARS-CoV-2 Vaccination Program: A Mathematical Modeling Approach.

作者信息

Martínez-Rodríguez David, Gonzalez-Parra Gilberto, Villanueva Rafael-J

机构信息

Insituto Universitario de Matemática Multidisciplinar, Universitat Politècnica de València, 46022 Valencia, Spain.

Department of Mathematics, New Mexico Tech, Socorro, NM 87801, USA.

出版信息

Epidemiologia (Basel). 2021 Jun;2(2):140-161. doi: 10.3390/epidemiologia2020012. Epub 2021 Apr 1.

Abstract

The administration of vaccines against the coronavirus disease 2019 (COVID-19) started in early December of 2020. Currently, there are only a few approved vaccines, each with different efficacies and mechanisms of action. Moreover, vaccination programs in different regions may vary due to differences in implementation, for instance, simply the availability of the vaccine. In this article, we study the impact of the pace of vaccination and the intrinsic efficacy of the vaccine on prevalence, hospitalizations, and deaths related to the SARS-CoV-2 virus. Then we study different potential scenarios regarding the burden of the COVID-19 pandemic in the near future. We construct a compartmental mathematical model and use computational methodologies to study these different scenarios. Thus, we are able to identify some key factors to reach the aims of the vaccination programs. We use some metrics related to the outcomes of the COVID-19 pandemic in order to assess the impact of the efficacy of the vaccine and the pace of the vaccine inoculation. We found that both factors have a high impact on the outcomes. However, the rate of vaccine administration has a higher impact in reducing the burden of the COVID-19 pandemic. This result shows that health institutions need to focus on increasing the vaccine inoculation pace and create awareness in the population about the importance of COVID-19 vaccines.

摘要

2019冠状病毒病(COVID-19)疫苗接种于2020年12月初开始。目前,只有少数几种获批疫苗,每种疫苗的效力和作用机制各不相同。此外,由于实施情况的差异,不同地区的疫苗接种计划可能有所不同,例如,仅仅是疫苗的可获得性。在本文中,我们研究了疫苗接种速度和疫苗的内在效力对与严重急性呼吸综合征冠状病毒2(SARS-CoV-2)病毒相关的患病率、住院率和死亡率的影响。然后,我们研究了近期COVID-19大流行负担的不同潜在情景。我们构建了一个 compartments数学模型,并使用计算方法来研究这些不同情景。因此,我们能够确定实现疫苗接种计划目标的一些关键因素。我们使用一些与COVID-19大流行结果相关的指标,以评估疫苗效力和疫苗接种速度的影响。我们发现这两个因素对结果都有很大影响。然而,疫苗接种率对减轻COVID-19大流行负担的影响更大。这一结果表明,卫生机构需要专注于提高疫苗接种速度,并在民众中提高对COVID-19疫苗重要性的认识。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/019f/9620932/6399ecc9d5a3/epidemiologia-02-00012-g001.jpg

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