Critical success factors influencing artificial intelligence adoption in food supply chains

供应链 关键成功因素 业务 可追溯性 营销 知识管理 过程管理 工程类 计算机科学 软件工程
作者
Manoj Dora,Ashwani Kumar,Sachin Kumar Mangla,Abhay Pant,Muhammad Mustafa Kamal
出处
期刊:International Journal of Production Research [Taylor & Francis]
卷期号:60 (14): 4621-4640 被引量:252
标识
DOI:10.1080/00207543.2021.1959665
摘要

The adoption of Artificial Intelligence (AI) in the food supply chains (FSC) can address unique challenges of food safety, quality and wastage by improving transparency and traceability. However, the technology adoption literature in FSC is still the in infancy stage, meaning little is known about the critical success factors (CSFs) that could affect the adoption of AI in FSC. Therefore, this study makes a pioneering attempt by examining the CSFs influencing the adoption of AI in the Food Supply Chain (FSC). A conceptual framework based on TOEH (Technology–Organisation–Environment–Human) theory is used to determine the CSFs influencing AI adoption in the context of Indian FSC. The rough-SWARA technique was used to rank and prioritise the CSFs for AI adoption using the relative importance weights. The results of the study indicate that technology readiness, security, privacy, customer satisfaction, perceived benefits, demand volatility, regulatory compliance, competitor pressure and information sharing among partners are the most significant CSFs for adopting AI in FSC. The findings of the study would be useful for AI technology providers, supply chain specialists and government agencies in framing appropriate policies to foster the adoption of AI in FSC the sector.
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