Risk Analysis · 2016 · 38 citations · 38 references
AgricultureInfectious DiseasesVeterinary MicrobiologyFood MicrobiologyFood SafetyFoodborne Disease EpidemiologyMicrobial ContaminationMicrobial QualityContamination Risk ModelingMicrobial Risk AssessmentMonte Carlo AnalysisQuantitative Microbial Risk AssessmentSlaughterhouse ContaminationSlaughterhouse MicrobiologySlaughterhouse Worker Exposure
In this article we present a model for Salmonella contamination of pig carcasses in the slaughterhouse. This model forms part of a larger QMRA (quantitative microbial risk assessment) on Salmonella in slaughter and breeder pigs, which uses a generic model framework that can be parameterized for European member states, to describe the entire chain from farm-to-consumption and the resultant human illness. We focus on model construction, giving mathematical formulae to describe Salmonella concentrations on individual pigs and slaughter equipment at different stages of the slaughter process. Variability among individual pigs and over slaughterhouses is incorporated using statistical distributions, and simulated by Monte Carlo iteration. We present the results over the various slaughter stages and show that such a framework is especially suitable to investigate the effect of various interventions. In this article we present the results of the slaughterhouse module for two case study member states. The model outcome represents an increase in average prevalence of Salmonella contamination and Salmonella numbers at dehairing and a decrease of Salmonella numbers at scalding. These results show good agreement when compared to several other QMRAs and microbiological studies.
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Numerical recipes: the art of scientific computing
W. H. Press, Brian P. Flannery, Saul A. Teukolsky et al. · Analytica Chimica Acta · 1987 · 3.3K citations
Risk Assessment for Birds and Mammals
EFSA Journal · 2009 · 299 citations · Full text