Modelling the economic impact of three lameness causing diseases using herd and cow level evidence.
Diseases to the cow's hoof, interdigital skin and legs are highly prevalent and of large economic impact in modern dairy farming. In order to support farmer's decisions on preventing and treating lameness and its underlying causes, decision support models can be used to predict the economic profitability of such actions. An existing approach of modelling lameness as one health disorder in a dynamic, stochastic and mechanistic simulation model has been improved in two ways. First of all, three underlying diseases causing lameness were modelled: digital dermatitis, interdigital hyperplasia and claw horn diseases. Secondly, the existing simulation model was set-up in way that it uses hyper-distributions describing diseases risk of the three lameness causing diseases. By combining information on herd level risk factors with prevalence of lameness or prevalence of underlying diseases among cows, marginal posterior probability distributions for disease prevalence in the specific herd are created in a Bayesian network. Random draws from these distributions are used by the simulation model to describe disease risk. Hereby field data on prevalence is used systematically and uncertainty around herd specific risk is represented. Besides the fact that estimated profitability of halving disease risk depended on the hyper-distributions used, the estimates differed for herds with different levels of diseases risk and reproductive efficiency.
Ettema
Jehan
J
University of Aarhus, Faculty of Agricultural Sciences, Department of Animal Health and Bioscience, P.O. Box 50, DK-8830 Tjele, Denmark. Jehan.Ettema@agrsci.dk
Østergaard
Søren
S
Kristensen
Anders Ringgaard
AR
D000818:Animals; D001499:Bayes Theorem; D002417:Cattle; D002418:Cattle Diseases / Q000191:economics* / Q000453:epidemiology; D003365:Costs and Cost Analysis; D003612:Dairying / Q000191:economics*; D005260:Female; D005534:Foot Diseases / Q000191:economics / Q000453:epidemiology / Q000662:veterinary*; D006724:Hoof and Claw / Q000473:pathology*; D015994:Incidence; D007794:Lameness, Animal / Q000191:economics* / Q000453:epidemiology; D008297:Male; D012307:Risk Factors; D013269:Stochastic Processes