涉及狗疫苗接种和狗群管理的狂犬病流行模型的全球敏感性分析

Wahyudin Nur, Darmawati
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引用次数: 0

摘要

狂犬病是一种人畜共患病,主要由食肉动物传播。狂犬病被视为热带病。本文构建了一个狂犬病数学模型,涉及狗疫苗接种和狗的种群管理。该模型有两个平衡点,即无狂犬病平衡点和地方病平衡点。我们利用下一代矩阵确定有效繁殖率。我们的动力学分析表明,无狂犬病平衡点是条件稳定的。我们进行了全局敏感性分析,以研究在模型中考虑的两种干预措施中,哪种干预措施最为关键。我们使用拉丁超立方取样法生成参数空间。为了研究参数的敏感性,我们计算了偏等级相关系数。我们提供了与稳定性和全局敏感性分析相关的数值实验结果。我们的结果表明,有效繁殖率对犬只种群管理的敏感度高于疫苗接种干预。这表明,与疫苗接种计划相比,狗群管理干预措施(如绝育和监控狗的活动)能显著降低有效繁殖率。此外,感染性犬只的数量与犬只捕杀行动也有很大关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Global Sensitivity Analysis of A Rabies Epidemic Model involving Dog Vaccination and Dog Population Management
Rabies is a zoonotic disease which is spread by animals mostly carnivores. Rabies regards as tropic disease. In this article, we construct a mathematical model for rabies involving dog vaccination and dog population management. The model has two equilibrium points, namely rabies-free equilibrium point and endemic equilibrium point. We determine the effective reproduction ratio using next generation matrix. Our dynamical analysis shows that rabies-free equilibrium point is conditionally stable. A global sensitivity analysis is performed to investigate which intervention is the most crucial among the two interventions considered in the model. We use Latin hypercube sampling method to generate parameter space. To investigate the parameter sensitivity, we calculate the partial rank correlation coefficient. We provide numerical experimental results related to stability and  global sensitivity analysis. Our results show that the effective reproduction ratio is more sensitive to dog population management than vaccination intervention. This suggests that dog population management intervention, such as sterilization and monitoring of dog movements significantly reduces the effective reproduction ratio compared to vaccination programs. In addition, the number of infectious dogs has a strong correlation with dog culling actions.
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