探索资金驱动的疫苗接种在结核病感染动力学中的作用:一种数学建模方法

IF 3.3 Q2 MULTIDISCIPLINARY SCIENCES
Chiganga S. Ruoja , Maranya M. Mayengo , Nkuba Nyerere , Farai Nyabadza
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引用次数: 0

摘要

本研究探讨了资金驱动的疫苗接种对结核病在人群中传播和扩散的影响。为了准确地捕捉人类的行为,制定了一个确定性的数学模型,包括病人对医院治疗的态度。利用Lipschitz条件检验了模型的适定性。利用新一代矩阵法推导了有效的资金再生产数RE。由于仿真原因,模型参数是通过拟合实际数据来估计的。理论和数值研究结果都表明,RE随着疫苗接种资金的增加和对医院治疗表现出积极态度的患者比例的增加而降低。这些发现强调了决策者通过确保为疫苗接种项目提供足够资金来优先考虑健康的重要性,这对于减轻社区疾病负担至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exploring the role of funding-driven vaccination in infection dynamics of TB: A mathematical modeling approach
This study explores the impact of funding-driven vaccination on the transmission and spread of tuberculosis within the human population. To accurately capture the human behavior, a deterministic mathematical model is formulated, incorporating attitudes of patients towards hospital treatment. The well-posedness of the model is examined using the Lipschitz condition. An effective funding reproduction number RE is derived via the next-generation matrix method. Model parameters for simulation reasons are estimated by fitting to real-world data. Both theoretical and numerical findings show that RE decreases with increased vaccination funding and a higher proportion of patients exhibiting positive attitudes towards hospital treatment. These findings underscore the importance for policymakers to prioritize health by ensuring sufficient funding for vaccination programs, which is crucial for reducing disease burden in the community.
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来源期刊
Scientific African
Scientific African Multidisciplinary-Multidisciplinary
CiteScore
5.60
自引率
3.40%
发文量
332
审稿时长
10 weeks
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