On the role of vaccination, health education, and hygiene compliance in the elimination and control of Hepatitis A Virus: An optimal control approach

Stephen Edward
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Abstract

A deterministic mathematical model for Hepatitis A infection is established and subsequently examined to optimize control strategies. The model incorporates three time-dependent controls: vaccination, health education, and hygiene compliance, focusing on mitigating disease transmission in the community. The derivation of the basic reproduction number was conducted using the Next-Generation Matrix (NGM) technique, which was subsequently utilized to analyze the stability of the equilibria of the model. The optimal control problem is established and analyzed using Pontryagin’s Maximum principle. The numerical simulation of the optimal control problem is achieved via Runge–Kutta fourth-order schemes (forward and backward sweeps). The numerical findings demonstrate a significant reduction in Hepatitis A cases by implementing at least one control measure. Besides that, it has been established that coupling vaccination, health education and hygiene compliance results in the lowest number of cases, making it an optimal option for eradicating Hepatitis A in the community. However, applying this strategy could be more costlier. As such, the cost-effective analysis was carried out via an incremental cost-effectiveness ratio approach to ascertain the most cost-effective strategy. The findings confirmed that the vaccination strategy was the most cost-effective approach among the strategies under consideration because it offers the minimum number of cases at the minimum cost. This approach is particularly applicable in situations with constrained resources, a circumstance prevalent in many developing nations.

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疫苗接种、健康教育和遵守卫生规定在消除和控制甲型肝炎病毒中的作用:最优控制方法
建立了一个甲型肝炎感染的确定性数学模型,随后对其进行了研究,以优化控制策略。该模型包含三种随时间变化的控制措施:疫苗接种、健康教育和遵守卫生规定,重点是减轻疾病在社区的传播。利用下一代矩阵(NGM)技术推导了基本繁殖数,随后利用该技术分析了模型平衡点的稳定性。利用庞特里亚金最大原则建立并分析了最优控制问题。最优控制问题的数值模拟是通过 Runge-Kutta 四阶方案(前向和后向扫描)实现的。数值结果表明,通过实施至少一项控制措施,甲型肝炎病例明显减少。除此以外,接种疫苗、健康教育和遵守卫生习惯三者结合的结果是病例数最少,因此是在社区根除甲型肝炎的最佳选择。然而,采用这一策略可能会增加成本。因此,我们通过增量成本效益比方法进行了成本效益分析,以确定最具成本效益的策略。研究结果证实,在所考虑的各种策略中,疫苗接种策略最具成本效益,因为它能以最低的成本提供最少的病例数。这种方法尤其适用于资源有限的情况,而这种情况在许多发展中国家十分普遍。
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
Informatics in Medicine Unlocked
Informatics in Medicine Unlocked Medicine-Health Informatics
CiteScore
9.50
自引率
0.00%
发文量
282
审稿时长
39 days
期刊介绍: Informatics in Medicine Unlocked (IMU) is an international gold open access journal covering a broad spectrum of topics within medical informatics, including (but not limited to) papers focusing on imaging, pathology, teledermatology, public health, ophthalmological, nursing and translational medicine informatics. The full papers that are published in the journal are accessible to all who visit the website.
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