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Risk Factors of Lyme Disease: An Intersection of Environmental Ecology and Systems Science

机译:莱姆病的危险因素:环境生态学与系统科学的交叉点

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Lyme disease (LD) cases have been on the rise throughout the United States, costing the healthcare system up to $1.3 billion per year, and making LD one of the greatest threats to public health. Factors influencing the number of LD cases range from environmental to system-level variables, but little is known about the influence of vegetation (canopy, understory, and ground cover) and human behavioral risk on LD cases and exposure to infected ticks. We determined the influence of various risk factors on the risk of exposure to infected ticks on 22 different walkways using multinomial logistic regression. The model classifies the walkways into high-risk and low-risk categories with 90% accuracy, in which the understory, human risk, and number of rodents are significant indicators. These factors should be managed to control the risk of transmission of LD to humans.
机译:莱姆病(LD)病例在美国各地呈上升趋势,每年给医疗系统造成的费用高达13亿美元,使LD成为对公共健康的最大威胁之一。影响LD病例数的因素从环境变量到系统级变量不等,但对于植被(冠层,林下和地面覆盖物)和人类行为风险对LD病例和暴露于受感染的壁虱的影响知之甚少。我们使用多项式Lo​​gistic回归确定了22种不同走道上各种危险因素对感染infected虫的风险。该模型以90%的准确度将人行道分为高风险和低风险类别,其中林地的不足,人为的危险和啮齿动物的数量是重要的指标。这些因素应加以控制,以控制LD向人类传播的风险。

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