Deterministic modelling of asymptomatic spread and disease stage progression in vaccine preventable infectious diseases

Gabor Kiss, S. Moutari, Cara Mctaggart, Lynsey Patterson, Frank Kee, Felicity Lamrock
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Abstract

This study introduces a deterministic formulation for modelling the asymptotic spread of a vaccine preventable disease as well as the different stages for the progression of the disease. We derive the formula for the associated basic reproduction number. To illustrate the proposed model, we use data from the 2017–2018 diphtheria outbreak in Yemen and fit the parameters of the model. A sensitivity analysis of the basic reproduction number, with respect to the model parameters, show that this number increases with an increase of the transmission rate while this number decreases when vaccination rate increases.
疫苗可预防传染病中无症状传播和疾病阶段进展的确定性建模
本研究介绍了一种确定性模型,用于模拟疫苗可预防疾病的渐进传播以及疾病发展的不同阶段。我们推导出了相关基本繁殖数的公式。为了说明所提出的模型,我们使用了 2017-2018 年也门白喉疫情的数据,并对模型参数进行了拟合。基本繁殖数对模型参数的敏感性分析表明,随着传播率的增加,基本繁殖数会增加,而当疫苗接种率增加时,基本繁殖数会减少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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