加强疟疾控制策略:病媒偏见对驱蚊剂和住院治疗效果影响的最佳控制和成本效益分析

Iffatricia Haura Febiriana, Abdullah Hasan Hassan, D. Aldila
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摘要

本文重点研究蚊虫叮咬偏差对疟疾干预策略成功与否的影响。考虑到有症状和无症状人类以及病媒偏差的存在,建立了初始模型。然后对模型进行分析,以证明如果基本繁殖数大于 1,疟疾流行平衡是如何始终存在并在全球渐进稳定的。另一方面,如果基本繁殖数小于 1,疟疾总会在人群中灭绝。为了进行干预分析,将驱蚊剂和住院治疗作为控制策略对模型进行了扩展。控制繁殖数是通过分析得出的。利用庞特里亚金最大原则,我们确定了最优控制问题的特征。我们进行了几种情景模拟,以观察不同情况下控制变量的动态变化。我们发现,同时使用驱蚊剂和住院治疗是减少疟疾传播的最具成本效益的策略。此外,我们还证明,病媒对受感染者的吸引越偏重,实施控制策略所需的成本就越高。
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Enhancing Malaria Control Strategy: Optimal Control and Cost-Effectiveness Analysis on the Impact of Vector Bias on the Efficacy of Mosquito Repellent and Hospitalization
This paper focuses on the impact of mosquito biting bias on the success of malaria intervention strategies. The initial model is developed considering the existence of symptomatic and asymptomatic humans, as well as vector bias. The model is then analyzed to demonstrate how the malaria-endemic equilibrium always exists and is globally asymptotically stable if the basic reproduction number is larger than one. On the other hand, malaria will always go extinct in the population if the basic reproduction number is less than one. For intervention analysis, the model is extended by considering mosquito repellent and hospitalization as control strategies. The control reproduction number is shown analytically. Using the Pontryagin maximum principle, we characterize our optimal control problem. Several scenarios are conducted to observe the dynamics of control variables under different circumstances. We found that the intervention of mosquito repellent and hospitalization together is the most cost-effective strategy to reduce the spread of malaria. Furthermore, we have shown that the more biased the vector attracted to infected individuals, the higher the cost needed to implement the control strategy.
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