Cost effectiveness and optimal control analysis for bimodal pneumonia dynamics with the effect of children's breastfeeding

IF 1.3 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Frontiers in Applied Mathematics and Statistics Pub Date : 2023-08-31 DOI:10.3389/fams.2023.1224891
F. Legesse, Koya Purnachandra Rao, T. Keno
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Abstract

The global impact of exclusive versus inclusive nursing on particular baby mortalities and morbidities from conception to 6 months is examined in this study. Exclusive breastfeeding practices are more crucial and effective in preventing illness outbreaks when there is no access to appropriate medications or vaccinations. Additionally, this study takes optimal control theory into account, applying it to a system of differential equations that uses Pontryagin's Maximum Principle to describe a bimodal pneumonia transmission behavior in a vulnerable compartment. The proposed pneumonia transmission model was then updated to include two control variables. These include preventing illness exposure in susceptible children through various preventative measures and treating infected children through antibiotics, hospital care, and other treatments. If the threshold number (ℜ0) is less than one, then treatment and prevention rates are increased, and the disease will be wiped out of the population. However, when (ℜ0) is greater than one, then the disease persists in the population, which indicates that prevention and treatment rates are low. To evaluate the cost-effectiveness of all potential control techniques and their combinations, the incremental cost-effectiveness ratio (ICER) was determined. The simulation results of the identified model show that the interventions of prevention and treatment scenarios were the most successful in eradicating the dynamics of the pneumonia disease's propagation during the epidemic, but they were ineffective from a cost-saving perspective. Therefore, limiting pneumonia transmission to prevention alone during an outbreak is the most economical course of action.
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考虑母乳喂养影响的双峰型肺炎动力学的成本-效果及最优控制分析
本研究考察了独家与包容性护理对从怀孕到6个月的特定婴儿死亡率和发病率的全球影响。在无法获得适当药物或疫苗接种的情况下,纯母乳喂养做法在预防疾病暴发方面更为重要和有效。此外,本研究考虑了最优控制理论,将其应用于微分方程系统,该系统使用庞特里亚金最大原理来描述易感隔间中的双峰肺炎传播行为。提出的肺炎传播模型随后被更新为包含两个控制变量。这些措施包括通过各种预防措施防止易感儿童接触疾病,并通过抗生素、医院护理和其他治疗方法治疗受感染儿童。如果阈值(0)小于1,则治疗和预防率将提高,该疾病将从人口中消灭。然而,当(r0)大于1时,则该疾病在人群中持续存在,这表明预防和治疗率较低。为了评估所有可能的控制技术及其组合的成本-效果,确定增量成本-效果比(ICER)。模型的仿真结果表明,预防和治疗方案的干预措施在消除疫情期间肺炎疾病传播动态方面最为成功,但从节约成本的角度来看,干预措施是无效的。因此,在疫情暴发期间,仅将肺炎传播限制为预防是最经济的行动方针。
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
Frontiers in Applied Mathematics and Statistics
Frontiers in Applied Mathematics and Statistics Mathematics-Statistics and Probability
CiteScore
1.90
自引率
7.10%
发文量
117
审稿时长
14 weeks
期刊最新文献
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