Research on Efficiency Improvement of Circulation Industry Empowered by Artificial Intelligence
Artificial intelligence has become an important force to accelerate the development of science and technology and industry,profoundly affecting the development of circulation industry.Based on the panel data of 31 provinces from 2008 to 2023,through robustness test and heterogeneity analysis,the research results show that artificial intelligence plays an important role in promoting the optimization of the industrial structure and circulation efficiency of the circulation industry,but there are significant differences among different regions:In the eastern region,the positive effect of artificial intelligence on circulation efficiency is particularly significant,and the optimization of the industrial structure of circulation industry also plays a positive transmission effect.In the central and western regions,the impact of AI on circulation efficiency is not significant.
artificial intelligencecirculation industry efficiencyindustrial structure upgrade
NETL
NSTL
万方数据
