Modeling Tuberculosis Among Healthcare Workers

Q3 Mathematics
T. Faniran, A. Falade, T. Alakija
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引用次数: 2

Abstract

Abstract A mathematical model for transmission dynamics of tuberculosis among healthcare workers is formulated. Tuberculosis is an airborne disease caused by Mycobacterium tuberculosis bacteria that affect the lungs of a host. Previous research had concentrated on mathematical modeling of transmission dynamics of tuberculosis without considering the impact of compliance rate to particulate respirator by healthcare workers on the transmission. Therefore, how compliance rate to particulate respirator reduces the transmission of tuberculosis is an active question, and we develop a new system of ordinary differential equations that explicitly explores the impact of compliance rate to particulate respirator by healthcare workers upon transmission. Rigorous analysis of the model shows that the disease-free equilibrium point is locally asymptotically stable when the basic reproduction number, Ro < 1. This is established through the analysis of characteristic equation. Basic reproduction, Ro is the number of new cases that an existing case generates on average over the infectious period in a susceptible population. We also show that the endemic equilibrium point is locally asymptotically stable for Ro > 1, by using Routh-Hurwitz criteria for stability. Sensitivity analysis is carried out to determine the relative importance of the model parameters to the disease transmission. The result of the sensitivity analysis shows that the most sensitive parameter is β (Human-to-human transmission rate), followed by Λ (Human recruitment rate). Also, the result shows that increase in ψ (compliance rate to particulate respirator by healthcare workers) leads to decrease in Ro which reduces tuberculosis spread among healthcare workers.
在卫生保健工作者中模拟结核病
摘要:本文建立了卫生保健工作者中结核病传播动力学的数学模型。结核病是一种由结核分枝杆菌引起的空气传播疾病,可影响宿主的肺部。以往的研究主要集中在结核病传播动力学的数学建模上,而没有考虑医护人员对微粒呼吸器的依从率对传播的影响。因此,微粒呼吸器的依从率如何减少结核病的传播是一个积极的问题,我们开发了一个新的常微分方程组,明确地探讨了医护人员微粒呼吸器的依从率对传播的影响。对模型的严密分析表明,当基本繁殖数Ro < 1时,无病平衡点是局部渐近稳定的。这是通过分析特征方程建立的。基本复发率(Ro)是指一个现有病例在感染期间在易感人群中平均产生的新病例数。利用Routh-Hurwitz稳定性判据,证明了r>1的局部平衡点是渐近稳定的。进行敏感性分析,确定模型参数对疾病传播的相对重要性。敏感性分析结果显示,最敏感的参数为β(人传人率),其次为Λ(人招募率)。结果还表明,提高医护人员对微粒呼吸器的依从率,可导致Ro降低,从而减少结核病在医护人员中的传播。
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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来源期刊
Moroccan Journal of Pure and Applied Analysis
Moroccan Journal of Pure and Applied Analysis Mathematics-Numerical Analysis
CiteScore
1.60
自引率
0.00%
发文量
27
审稿时长
8 weeks
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