An agent-based model for collaborative learning to combat antimicrobial resistance: Proof of concept based on broiler production in Senegal

Paul Python Ndekou , Archie Drake , Jake Lomax , Michel Dione , Ardiouma Faye , Mohamed Daly Njiemessa Nsangou , Lilian Korir , Elizabeth Sklar
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Abstract

Antimicrobial resistance (AMR) is a substantial global One Health problem. This paper reports on initial, proof-of-concept development of an agent-based model (ABM) as part of wider modelling efforts to support collaborations between groups interested in policy development for animal health and food systems. The model simulates AMR in poultry production in Senegal. It simultaneously addresses current policy issues, builds on existing modelling in the domain and describes AMR in the broiler chicken production cycle as seen by producers and veterinarians. This enables implementation and assessment of producer antimicrobial use and infection prevention and control strategies in terms of immediate economic incentives, potentially helping to advance conversations by addressing national policy priorities. Our model is presented as a flexible tool with promise for extension as part of AMR policy development in Senegal and West Africa, using participatory approaches. This work indicates that ABM can potentially play a useful role in fostering counter-AMR initiatives driven by food system actor behaviour in lower- and middle-income countries more generally.

协作学习对抗抗菌素耐药性的基于代理的模型:基于塞内加尔肉鸡生产的概念证明
抗菌素耐药性(AMR)是一个重大的全球性“同一个健康”问题。本文报告了基于主体的模型(ABM)的初步概念验证开发,作为支持对动物卫生和食品系统政策制定感兴趣的团体之间合作的更广泛建模工作的一部分。该模型模拟了塞内加尔家禽生产中的抗生素耐药性。它同时解决了当前的政策问题,建立在该领域现有模型的基础上,并描述了生产者和兽医所看到的肉鸡生产周期中的抗生素耐药性。这使生产者抗微生物药物使用(AMU)和感染预防与控制(IPC)战略能够在直接的经济激励方面得到实施和评估,可能有助于通过解决国家政策重点推动对话。我们的模型是作为一种灵活的工具提出的,有望通过参与式方法作为塞内加尔和西非抗菌素耐药性政策制定的一部分加以推广。这项工作表明,在中低收入国家(LMIC), ABM可能在更广泛地促进由粮食系统行动者行为驱动的反抗菌素耐药性举措方面发挥有益作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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