School of Economics, Xi'an University of Finance and Economics, The Youth Innovation Team of Shaanxi Universities, Shaanxi, China.
Environ Sci Pollut Res Int. 2023 Feb;30(10):28107-28117. doi: 10.1007/s11356-022-23898-6. Epub 2022 Nov 17.
Strengthening environmental regulation and adhering to the green as well as sustainable development of China's manufacturing industry has become an inevitable trend. Technological innovation leads to industrial transformation, and artificial intelligence becomes a new driving force for core competitiveness and value chain upgrading. Is there a link between environmental regulation, artificial intelligence, and the jump in global value chains? Does AI have a mediating effect? This paper draws the following conclusions through panel estimation: environmental regulation plays a positive role in global value chains, and artificial intelligence has improved the level of global value chains as well. Further analysis of the mediation effect of artificial intelligence finds that artificial intelligence replaces low-end labor, reduces labor costs for enterprises, and promotes the leap of the global value chain. The strengthening of environmental regulation has greatly improved the total factor productivity of enterprises, artificial intelligence has significantly improved production efficiency, and total factor productivity has shown a positive influence on the global value chain as well.
加强环境监管,坚持绿色可持续发展,是中国制造业发展的必然趋势。技术创新引领产业变革,人工智能成为核心竞争力和价值链升级的新动力。环境规制、人工智能与全球价值链跃升之间是否存在关联?人工智能是否具有中介效应?本文通过面板估计得出以下结论:环境规制对全球价值链具有正向促进作用,人工智能提升了全球价值链水平。进一步对人工智能的中介效应分析发现,人工智能替代了低端劳动力,降低了企业的劳动力成本,促进了全球价值链跃升。环境规制的加强极大地提高了企业全要素生产率,人工智能显著提升了生产效率,全要素生产率对全球价值链也具有正向影响。