Theoretical Mechanism,Empirical Test and Realization Path of AI-driven Coordinated Development of Modern Industrial System
This paper firstly constructs four sub-systems of real economy,scientific and technological innovation,modern finance and human resources by selecting indicators.Secondly,the coupling synergy model was used to measure the development level of the"four-sphere coordination"of 31 provinces(au-tonomous regions and municipalities)in China from 2011 to 2019,and it was found that only 6 provinces(autonomous regions and municipalities)in China have good four-sphere coordination or above,and the other 25 provinces(autonomous regions and municipalities)are in the development stage of non-coordi-nation.Thirdly,the number of artificial intelligence patents is selected to measure artificial intelligence,and it is verified that artificial intelligence has a significant positive effect on the four-sphere coordination development.The core explanatory variables are replaced by industrial robot penetration and software in-dustry income for the robustness test.Instrumental variable 2SLS and dynamic panel system GMM are used to solve the endogenous problem.Heterogeneity test shows which is in areas with relatively high AI infra-structure,talent quantity and R&D investment,Al plays a significant role.On the contrary,the effect is not significant.Fourthly,using spatial econometrics and threshold effect model to test the action mecha-nism of the AI-driven four-sphere coordination,it is found that the AI-driven four-sphere coordination is affected by the single threshold conditions of market size,infrastructure investment,financial expenditure scale and information service degree,and the spatial spillover effect of the AI-driven four-sphere coordi-nation is not obvious.Finally,it puts forward the realization paths of the four-sphere coordination devel-opment driving by artificial intelligence and the construction of modern industrial systems.
Artificial intelligenceThe real economyScientific and technological innovationMod-ern financeHuman resources
万方数据
维普
