As an important direction for modern industrial development,industrial intelligence is believed to significantly improve production efficiency and environmental performance.Based on panel data of 2000 industrial enterprises from 32 provincial-level administrative regions in China from 2015 to 2022,this article uses the Malmquist-Luenberger index to measure the green total factor productivity(GEEV),and conducts an empirical analysis by using fixed effect model,two-stage least squares(2SLS)and threshold regression model.This research aims to explore the impact mechanism of industrial intelligence on urban green ecological efficiency and the moderating role of policy guidance.The research finds that:The level of industrial intelligence has a significant positive impact on green total factor productivity;Industrial structure upgrading has a significant positive impact on green total factor productivity;The interaction between industrial intelligence and industrial structure upgrading has an even more significant positive impact on green total factor productivity;Policy guidance plays important moderating role in the relationship between industrial intelligence and green total factor productivity.The research results provide theoretical basis and policy inspirations for optimizing policy guidance mechanisms and promoting sustainable urban green development.
关键词
工业智能化/绿色全要素生产率/产业结构升级/政策引导
Key words
industrial intelligence/Green Total Factor Productivity/industrial structure upgrading/policy guidance
万方数据