Dynamical study of Malaria epidemic: Stability and cost-effectiveness analysis in the context of Ghana

Q3 Mathematics
Sacrifice Nana-Kyere, Baba Seidu, Kwara Nantomah
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Abstract

The Malaria epidemic is a serious public health issue that is worrying to the affected people in the tropics and subtropical parts of the world. The alarming consequences of the disease have prompted the scientific communities to seek better ways to manage the disease. In Ghana, the accurate statistical estimate of the Malaria transmission parameters is paramount to the public Health to embark on a transmission reduction program but rarely exists. The study’s purpose is to undertake a comprehensive mathematical analysis of a newly designed compartmentalized vector-host Malaria model capturing the aquatic mosquito vector compartment and vaccinated human host for the goal of estimating the model’s parameters and the threshold R0 computation and examining the associated bifurcation type that invokes at the Malaria-free state. The study thoroughly analyses the asymptomatic stability of the model to classify the respective behaviours at the equilibria. A sensitivity study of LHS-PRCC was undertaken to measure the variability in the threshold R0. Further, the model was subjected to a comprehensive analysis to assess the impact of vaccines on the dynamics of the disease. The analysis showed that vaccines have a substantial impact in reducing the Malaria cases in Ghana. To have a more reliable and accurate estimation of the model parameters of Ghana and robust mitigating intervention protocols for public health officials, the Least square fitting approach is applied to data of Ghana for an extended period of 10 years, starting from 2010 to 2020, to estimate the model’s parameters. The Malaria model was further structured into an intervention model to provide tailored eradication strategies for curtailing the disease. To exemplify the cost-effective procedure for assessing the cost related to the identified interventions, the ACER and ICER were used to analyse the cost of each intervention per the benefit. The results from the analyses suggest that increasing accessibility and executing a control intervention of 8 as identified by the cost analysis by Public Health will assist in mitigating the disease with a comparatively minimal cost.

疟疾流行动态研究:加纳的稳定性和成本效益分析
疟疾疫情是一个严重的公共卫生问题,令世界热带和亚热带地区的疫民忧心忡忡。这种疾病令人担忧的后果促使科学界寻求更好的方法来管理这种疾病。在加纳,对疟疾传播参数进行准确的统计估计对于公共卫生机构开展减少传播计划至关重要,但这种估计很少存在。本研究的目的是对新设计的分区病媒-宿主疟疾模型进行全面的数学分析,该模型捕捉了水生蚊虫病媒分区和接种疫苗的人类宿主,目的是估算模型参数和阈值 R0 计算,并研究无疟疾状态下的相关分岔类型。研究深入分析了模型的无症状稳定性,并对均衡状态下的相应行为进行了分类。对 LHS-PRCC 进行了敏感性研究,以测量阈值 R0 的变化。此外,还对模型进行了综合分析,以评估疫苗对疾病动力学的影响。分析结果表明,疫苗对减少加纳的疟疾病例有重大影响。为了对加纳的模型参数进行更可靠、更准确的估算,并为公共卫生官员提供强有力的缓解干预方案,对加纳从 2010 年到 2020 年的 10 年数据采用了最小平方拟合方法,以估算模型参数。疟疾模型被进一步构建成一个干预模型,为遏制疟疾提供量身定制的根除战略。为说明评估已确定干预措施相关成本的成本效益程序,使用 ACER 和 ICER 分析了每项干预措施的成本与效益之比。分析结果表明,提高可及性和执行公共卫生成本分析确定的 8 项控制干预措施,将有助于以相对最低的成本缓解该疾病。
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
Results in Control and Optimization
Results in Control and Optimization Mathematics-Control and Optimization
CiteScore
3.00
自引率
0.00%
发文量
51
审稿时长
91 days
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