Effective strategies toward controlling tuberculosis: optimal control and cost-effectiveness analysis

IF 2.8 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY The European Physical Journal Plus Pub Date : 2025-01-09 DOI:10.1140/epjp/s13360-025-05978-x
Pooja Khoda, Vijay Pal Bajiya, Sada Nand Prasad
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Abstract

This study offers an in-depth investigation of tuberculosis (TB) transmission dynamics and control strategies through a deterministic compartmental SEIT epidemic model. The stability of the disease-free equilibrium (DFE) locally and globally is analyzed corresponding to a basic reproduction number less than one (\(R_0<1)\). Additionally, our analysis uncovers the presence of backward bifurcation, which allows for the coexistence of disease-free and endemic equilibria even when \(R_0<1\). A sensitivity analysis highlights key parameters affecting \(R_0<1\) with the contact rate \((\beta )\) and progression rate \((\alpha )\) being the most influential. These findings inform the creation of effective public health policies to increase awareness through media and education \((\mu _1)\), enhance testing rates \((\mu _2)\), and improve treatment services \((\mu _3)\). The Pontryagin’s Maximum Principle is applied to determine the optimal control levels for the considered three intervention strategies \((\mu _1,\mu _2,\mu _3)\) over the simulation period. The results indicate that the objective function is influenced by the relative costs of each control measure and the optimal system is accessible numerically also. The findings suggest that interventions focused solely on media or educational awareness can be highly cost-effective, achieving low average cost-effectiveness ratio (ACER) alongside a high infection reduction ratio (IAR). These insights provide valuable guidance for public health policymakers in designing effective tuberculosis control programs. Ultimately, our research underscores the importance of comprehensive intervention strategies to successfully curb the spread of TB.

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控制结核病的有效策略:最优控制和成本效益分析
本研究通过一个确定性隔间SEIT流行病模型,对结核病(TB)的传播动力学和控制策略进行了深入的研究。在基本繁殖数小于1 (\(R_0<1)\))的情况下,分析了局部和全局无病平衡(DFE)的稳定性。此外,我们的分析揭示了向后分叉的存在,这允许无病和地方病平衡共存,即使\(R_0<1\)。敏感性分析突出了影响\(R_0<1\)的关键参数,其中接触率\((\beta )\)和进度率\((\alpha )\)的影响最大。这些发现为制定有效的公共卫生政策提供了信息,以便通过媒体和教育提高认识\((\mu _1)\)、提高检测率\((\mu _2)\)和改善治疗服务\((\mu _3)\)。应用庞特里亚金最大原则来确定所考虑的三种干预策略\((\mu _1,\mu _2,\mu _3)\)在模拟期间的最优控制水平。结果表明,目标函数受各控制措施的相对成本的影响,且最优系统也可以在数值上得到。研究结果表明,仅关注媒体或教育意识的干预措施具有很高的成本效益,可以实现较低的平均成本效益比(ACER)和较高的感染减少率(IAR)。这些见解为公共卫生决策者设计有效的结核病控制规划提供了有价值的指导。最终,我们的研究强调了综合干预策略对成功遏制结核病传播的重要性。
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来源期刊
The European Physical Journal Plus
The European Physical Journal Plus PHYSICS, MULTIDISCIPLINARY-
CiteScore
5.40
自引率
8.80%
发文量
1150
审稿时长
4-8 weeks
期刊介绍: The aims of this peer-reviewed online journal are to distribute and archive all relevant material required to document, assess, validate and reconstruct in detail the body of knowledge in the physical and related sciences. The scope of EPJ Plus encompasses a broad landscape of fields and disciplines in the physical and related sciences - such as covered by the topical EPJ journals and with the explicit addition of geophysics, astrophysics, general relativity and cosmology, mathematical and quantum physics, classical and fluid mechanics, accelerator and medical physics, as well as physics techniques applied to any other topics, including energy, environment and cultural heritage.
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