统计与决策2026，Vol.42Issue(1)：160-165,6.DOI:10.13546/j.cnki.tjyjc.2026.01.026
人工智能对制造业减污降碳协同增效的影响与作用机制
Impact and Mechanism of Artificial Intelligence on the Synergy of Pollution and Carbon Reduction in Manufacturing Industry
摘要
Abstract
Based on the data of China's A-share listed manufacturing companies in Shanghai and Shenzhen from 2011 to 2022,this paper calculates the level of synergy between pollution reduction and carbon reduction in manufacturing enterprises,and then constructs an econometric model to empirically test the impact and mechanism of artificial intelligence(AI)on the synergy of pollution reduction and carbon reduction in manufacturing.The results show that AI significantly improves the level of the syner-gy of pollution reduction and carbon reduction in manufacturing.The results of mechanism analysis show that AI affects the synergy of pollution reduction and carbon reduction of manufacturing enterprises mainly through three channels:promoting green technolo-gy innovation,optimizing corporate governance and improving production efficiency.The results of heterogeneity analysis reveal that the promotion effect of AI on the synergy of pollution reduction and carbon reduction in manufacturing enterprises is more prominent in state-owned enterprises,large-scale enterprises,"dual-high"industries and regions with better legal environment.关键词
人工智能/减污降碳协同增效/绿色技术创新/企业治理/生产效率Key words
artificial intelligence/synergy of pollution and carbon reduction/green technology innovation/enterprise gover-nance/production efficiency分类
管理科学引用本文复制引用
韩超,苏行,陈保启..人工智能对制造业减污降碳协同增效的影响与作用机制[J].统计与决策,2026,42(1):160-165,6.基金项目
贵州省哲学社会科学课题(22GZQN06) （22GZQN06）
贵州省科技支撑计划项目([2023]161) （[2023]161）
山东省社会科学基金青年项目(24DJJJ10) （24DJJJ10）
贵州省高校人文社会科学研究基地项目(25GZGXRWJD0243) （25GZGXRWJD0243）
