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An agent-based model evaluation of economic control strategies for paratuberculosis in a dairy herd

机译:奶牛群副结核病经济控制策略的基于代理的模型评估

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This paper uses an agent-based simulation model to estimate the costs associatcd with Mycobacterium avium ssp. paratuberculosis (MAP), or Johne's disease, in a milking herd, and to determine the net benefits of implementing various control strategies. The net present value (NPV) of a 1,000-cow milking herd is calculated over 20 yr, parametrized to a representative US commercial herd. The revenues of the herd are generated from sales of milk and culled animals. The costs include all variable and fixed costs necessary to operate a representative 1,000-cow milking herd. We estimate the NPV of the herd with no MAP infection, under an expected endemic infection distribution with no controls, and under an expected endemic infection distribution with various controls. The initial number of cows in a herd with an endemic MAP infection is distributed as 75% susceptible, 13% latent, 9% low MAP shedding, and 3% high MAP shedding. Control strategies include testing using ELISA and fecal culture tests and culling of cows that test positive, and culling based on observable milk production decrease. Results show that culling cows based on test results does not increase the herd's NPV and in mast cases decreases NPV due to test costs as well as false positives and negatives with their associated costs (e.g., culling healthy cows and keeping infected cows). Culling consistently low producing cows when MAP is believed to be present in the herd produces higher NPV over the strategy of testing and culling MAP infected animals, and over the case of no MAP control.
机译:本文使用基于代理的仿真模型估算与鸟分枝杆菌属相关的成本。奶牛群中的肺结核(MAP)或约翰氏病,并确定实施各种控制策略的净收益。 1,000头奶牛群的净现值(NPV)是在20年内计算得出的,参数化为具有代表性的美国商业羊群。畜群的收入来自牛奶和牲畜的销售。成本包括运营有代表性的1,000头牛挤奶牛群所需的所有可变和固定成本。我们估计了没有MAP感染,在没有对照的情况下预期的地方性感染分布以及在有各种控件的情况下的预期地方性感染分布的情况下牛群的NPV。流行性MAP感染的牛群中最初的牛群分布为易感性75%,潜在13%,低MAP脱落9%和高MAP脱落3%。控制策略包括使用ELISA和粪便培养测试进行测试,对阳性的母牛进行剔除,以及根据可观察到的产奶量降低进行剔除。结果表明,根据检测结果剔除母牛并不会增加畜群的NPV,在肥大情况下,由于检测成本以及假阳性和阴性及其相关费用而降低了NPV(例如,剔除健康的母牛和饲养被感染的母牛)。当认为MAP存在于畜群中时,持续淘汰低产奶牛会产生比测试和淘汰MAP感染动物的策略更高的NPV,并且在没有MAP对照的情况下也会产生更高的NPV。

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