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A new approach to modelling macroparasite transmission based on stratified worm burden

机译:一种基于分层蠕虫负担建模宏观酸地传输的新方法

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Multiple factors affect macro-parasite transmission in distributed meta-population systems including age, behaviour, and environment. The traditional approach to modelling such systems exploits the "mean worm burden" (MWB) formulation. This (worm) burden however, is often overdispersed, and classical models either ignore it or make ad-hoc assumptions ('negative binomial distribution'). We argue that such reduction can often give distort model predictions for 'endemic state' or 'control interventions'. We propose a new modelling approach based on stratified host populations (according to burden). Here MWB dynamics is replaced with that of 'population strata'. The new (SWB) approach avoids many pitfalls of MWB, as it naturally accounts for overdispersion and accommodates other important factors/ measures of human infection and demographics. We analyzed SWB systems vs. MWB, developed proper calibration procedures for a typical field data, applied them to specific environment (Msambweni region of eastern Kenya), and explored some MDT control strategies proposed by WHO.
机译:多种因素影响分布式荟萃人口系统中的宏观寄生虫传输,包括年龄,行为和环境。这种系统建模的传统方法利用“平均蠕虫负担”(MWB)制定。然而,这(蠕虫)负担通常被过度分散,古典模型要么忽略它,要么做出ad-hoc假设('负二项份分布')。我们认为这种减少通常可以给出“流行状态”或“控制干预”的扭曲模型预测。我们提出了一种基于分层宿主人群的新型建模方法(根据负担)。这里替换了MWB动态的“人口阶层”。新的(SWB)方法避免了MWB的许多陷阱,因为它自然地占过分分解并容纳人类感染和人口统计学的其他重要因素/措施。我们分析了SWB系统与MWB,为典型现场数据开发了适当的校准程序,将其应用于特定环境(东肯尼亚的Msambweni地区),并探讨了世卫组织提出的一些MDT控制策略。

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