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Updated: May 20, 2026

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Impact assessment of risk management interventions
1Elanco Animal Health, 2500 Innovation Way, Greenfield, Indiana 46140, USA.
Abstract:
Much effort has been invested in the development and implementation of international recommendations to manage the risk of foodborne antimicrobial resistance, and monitoring programmes to measure bacterial antimicrobial resistance and antimicrobial product volumes. A variety of approaches have been recommended for various stakeholders in the food animal and food production sectors. Interestingly, much less consideration has been given to the establishment of success criteria for the individual interventions and even less for the cumulative effects, when all interventions are considered together as consecutive 'hurdles' along the food chain. The author explores the outcome and unforeseen consequences of these various interventions and appropriate methods that could provide data to assess their impact, as well as key learning experiences that should lead to refinements of such interventions in the future.
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