首页|产业智能化对省域创新韧性的影响——基于面板数据的实证研究

产业智能化对省域创新韧性的影响——基于面板数据的实证研究

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智能化为产业发展提供更加准确的信息支持,实现产业之间的数据共享、智能协同和资源互补,并帮助产业提高差异化生产的能力,但其对省域创新韧性的影响机制仍有待研究.基于2010-2021年中国30个省域的面板数据,采用可行广义最小二乘法和固定效应模型,实证分析产业智能化对省域创新韧性的影响及其影响的地区异质性,并探究产业结构高级化和合理化的中介作用以及创新人才集聚的调节作用.研究发现:产业智能化显著提升了省域创新韧性;产业智能化对中国东部和中部地区的省域创新韧性均存在显著提升作用,但对西部地区的提升作用不显著;产业结构高级化和合理化在产业智能化影响省域创新韧性中发挥部分中介作用;创新人才集聚增强了产业智能化对省域创新韧性的影响.为此,要加速智能化技术的研发和应用,同时引导生产要素向高级化、合理化方向发展,加大对资本和密集型产业等的投资力度.
The Impact of Industrial Intelligence on Provincial Innovation Resilience:An Empirical Research Based on Panel Data
Intelligence provides more accurate information support for industrial development,realizes data sharing,intelligent collaboration,and resource complementarity between industries,and helps industries improve the ability of differentiated production,but its impact mechanism on provincial innovation resilience remains to be studied.Based on panel data from 30 provinces in China from 2010 to 2021,this paper adopts the feasible generalized least square method and fixed effect model to empirically analyze the impact of industrial intelligence on provincial innovation resilience and the regional heterogeneity of this impact,and explores the mediating role of the upgrading and rationalization of industrial structure and the moderating role of innovative talent agglomeration.The study finds that industrial intelligence has significantly improved provincial innovation resilience;industrial intelligence significantly enhances provincial innovation resilience in the eastern and central regions of China,but it does not have a notable impact in the western region.The upgrading and rationalization of industrial structure play a partial mediating role in the impact of industrial intelligence on provincial innovation resilience.Additionally,innovative talent agglomeration amplifies the impact of industrial intelligence on provincial innovation resilience.To this end,it is necessary to accelerate the research and development and application of intelligent technology,and enhance the development of production factors,as well as increase investment in capital and intensive industries.

industrial intelligenceprovincial innovation resilienceindustrial structure upgradingindustrial structure rationalizationinnovative talent agglomerationregional innovation

白珊、张莹、刘柏君

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南开大学商学院,天津 300071

南开大学中国公司治理研究院,天津 300071

太原理工大学经济管理学院,山西太原 030024

产业智能化 省域创新韧性 产业结构高级化 产业结构合理化 创新人才集聚 区域创新

山西省回国留学人员科研项目山西省科技战略研究专项项目

2021-063202304031401038

2024

科技管理研究
广东省科学学与科技管理研究会

科技管理研究

CSTPCDCHSSCD
影响因子:0.779
ISSN:1000-7695
年,卷(期):2024.44(17)