重庆理工大学学报2026，Vol.40Issue(12)：50-62,13.DOI:10.3969/j.issn.1674-8425(s).2026.06.005
人工智能技术对制造业企业供应链韧性的影响
Research on the impact of artificial intelligence on the supply chain resilience of manufacturing enterprises
摘要
Abstract
Artificial intelligence(AI)generates a powerfulspillover-driven"leading goose effect",which helps to improve the supply chain resilience of manufacturing enterprises.Using the data of Chinese manufacturing listed companies from 2013 to 2024,this paper analyzes the impact of AI adoption on supply chain resilience.The results show that the application of artificial intelligence in manufacturing enterprises improves their supply chain resilience,and its transmission channels include mitigating the bullwhip effect,boosting corporate innovation and advancing corporate governance capacity.AI delivers more pronounced supply chain resilience promotion effects for manufacturers in Eastern China compared with those in Central and Western China,and plays a greater role in improving the supply chain toughness of high-tech,high supply chain concentration,mature and large-scale manufacturing enterprises.Marketization,new digital infrastructure and human capital exert positive moderating effects on the above relationship.Finally,suggestions are put forward from the aspects of promoting AI innovation,strengthening the application of AI in supply chain management,and implementing differentiated development strategies,aiming to give full play to the role of AI and enhance the supply chain toughness of manufacturing enterprises.关键词
供应链韧性/人工智能/制造业企业Key words
supply chain resilience/artificial intelligence/manufacturing enterprise分类
管理科学引用本文复制引用
马强,叶一凡,范宁,李飒..人工智能技术对制造业企业供应链韧性的影响[J].重庆理工大学学报,2026,40(12):50-62,13.基金项目
辽宁省高校基本科研项目"新质生产力提升石化企业全要素生产率的机制与对策研究"(LJ112510148003) （LJ112510148003）
