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Optimal control strategies and cost-effectiveness analysis of a malaria model

机译:疟疾模型的最优控制策略和成本效益分析

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The aim of this paper is to investigate the effectiveness and cost-effectiveness of three malaria preventive measures (use of treated bednets, spray of insecticides and a possible treatment of infective humans that blocks transmission to mosquitoes). For this, we consider a mathematical model for the transmission dynamics of the disease that includes these measures. We first consider the constant control parameters' case, we calculate the basic reproduction number and investigate the existence and stability of equilibria; the model is found to exhibit backward bifurcation. We then assess the relative impact of each of the constant control parameters measures by calculating the sensitivity index of the basic reproductive number to the model's parameters. In the time-dependent constant control case, we use Pontryagin's Maximum Principle to derive necessary conditions for the optimal control of the disease. We also calculate the Infection Averted Ratio (IAR) and the Incremental Cost-Effectiveness Ratio (ICER) to investigate the cost-effectiveness of all possible combinations of the three control measures. One of our findings is that the most cost-effective strategy for malaria control, is the combination of the spray of insecticides and treatment of infective individuals. This strategy requires a 100% effort in both treatment (for 20 days) and spray of insecticides (for 57 days). In practice, this will be extremely difficult, if not impossible to achieve. The second most cost-effective strategy which consists of a 100% use of treated bednets and 87% treatment of infective individuals for 42 and 100 days, respectively, is sustainable and therefore preferable.
机译:本文的目的是研究三种预防疟疾措施的有效性和成本效益(使用经过处理的蚊帐,喷洒杀虫剂以及可能阻止传染给蚊子的传染性人类)。为此,我们考虑了包括这些措施在内的疾病传播动力学的数学模型。我们首先考虑恒定控制参数的情况,计算基本的再生数,并研究平衡的存在性和稳定性。发现该模型表现出向后分叉。然后,我们通过计算基本生殖数对模型参数的敏感度指标,来评估每个恒定控制参数量度的相对影响。在与时间有关的恒定控制情况下,我们使用庞特里亚金的最大原理得出最佳控制疾病的必要条件。我们还计算了避免感染率(IAR)和成本效益比(ICER),以研究三种控制措施的所有可能组合的成本效益。我们的发现之一是控制疟疾的最具成本效益的策略是喷洒杀虫剂和治疗感染性个体。该策略在处理(20天)和喷洒杀虫剂(57天)方面都需要100%的努力。在实践中,这将是极其困难的,即使不是不可能实现。第二种最具成本效益的策略是可持续的,因此是可取的,该策略由100%使用经处理的蚊帐和87%对感染性个体进行处理分别为42天和100天组成。

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