疟疾动态与经济增长之间协同作用的建模

IF 1.9 4区 数学 Q2 BIOLOGY
Calistus N. Ngonghala , Hope Enright , Olivia Prosper , Ruijun Zhao
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引用次数: 0

摘要

蚊子传播的疾病(疟疾)给许多国家的人类健康、医疗保健系统和经济增长/生产力带来了重大挑战。本研究建立并分析了一个模型,以了解疟疾动态、经济增长和瞬态事件之间的相互作用。它揭示了疟疾和经济参数对模型结果的不同影响,突出了繁殖数量(R0)与疟疾和经济因素的相互依存关系,以及疟疾降低经济生产力,而经济产出增加与疟疾流行率降低相关联的互惠关系。这强调了疟疾动态与社会经济因素之间错综复杂的相互作用。这项研究为疟疾控制提供了深刻见解,并强调了优化外部援助分配的重要性,特别是赞成平均分配策略,与较长的分配间隔相比,每月平均分配策略的减幅最为显著。此外,研究还表明,在援助有限、技术水平低、治疗不充分或经济投资少的蚊虫叮咬高发地区控制疟疾具有挑战性。该模型表现出向后分叉,这意味着即使 R0 略小于 1,控制和缓解措施的可持续性也是至关重要的。此外,长瞬态参数也是可行的。长瞬态对于预测动态系统的行为和确定影响过渡的因素至关重要;它们揭示了对疾病控制至关重要的感染源。该研究为有效控制疟疾提出的政策建议包括:优先采取持续控制措施、优化外部援助分配以及减少蚊虫叮咬。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling the synergistic interplay between malaria dynamics and economic growth

The mosquito-borne disease (malaria) imposes significant challenges on human health, healthcare systems, and economic growth/productivity in many countries. This study develops and analyzes a model to understand the interplay between malaria dynamics, economic growth, and transient events. It uncovers varied effects of malaria and economic parameters on model outcomes, highlighting the interdependence of the reproduction number (R0) on both malaria and economic factors, and a reciprocal relationship where malaria diminishes economic productivity, while higher economic output is associated with reduced malaria prevalence. This emphasizes the intricate interplay between malaria dynamics and socio-economic factors. The study offers insights into malaria control and underscores the significance of optimizing external aid allocation, especially favoring an even distribution strategy, with the most significant reduction observed in an equal monthly distribution strategy compared to longer distribution intervals. Furthermore, the study shows that controlling malaria in high mosquito biting areas with limited aid, low technology, inadequate treatment, or low economic investment is challenging. The model exhibits a backward bifurcation implying that sustainability of control and mitigation measures is essential even when R0 is slightly less than one. Additionally, there is a parameter regime for which long transients are feasible. Long transients are critical for predicting the behavior of dynamic systems and identifying factors influencing transitions; they reveal reservoirs of infection, vital for disease control. Policy recommendations for effective malaria control from the study include prioritizing sustained control measures, optimizing external aid allocation, and reducing mosquito biting.

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来源期刊
Mathematical Biosciences
Mathematical Biosciences 生物-生物学
CiteScore
7.50
自引率
2.30%
发文量
67
审稿时长
18 days
期刊介绍: Mathematical Biosciences publishes work providing new concepts or new understanding of biological systems using mathematical models, or methodological articles likely to find application to multiple biological systems. Papers are expected to present a major research finding of broad significance for the biological sciences, or mathematical biology. Mathematical Biosciences welcomes original research articles, letters, reviews and perspectives.
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