数智化技术对粮食产业高质量发展的影响研究OA
Research on the influence of digital and intelligent technologies on the high quality development of grain industry
中国粮食产业迫切需要从细碎化土地的分散化作业转化为规模化流转的集约化绿色生产,以新质生产力为导向,发展数智化技术,能否推动中国粮食产业的转型升级,实现中国式粮食产业高质量发展,需要理论机制的建构与作用效应的检验.首先基于数智化技术的全新特性与功能,构建数智化技术赋能粮食产业高质量发展的理论框架,然后使用熵值法测算粮食产业高质量发展水平和数智化技术发展水平,最后基于2010-2022年省级面板数据,应用双向固定效应模型、门槛效应模型、空间溢出效应模型实证检验数智化技术赋能粮食产业高质量发展的作用效应.结果发现:数智化技术促进粮食产业高质量发展具有显著的直接效应.数智化技术衍生的新质生产力改善粮食生产配置效率,推动粮食产业高质量发展,具有中介效应.数智化技术促进全国统一大市场建设,提高粮食资源与产品配置效率,推动粮食产业高质量发展,具有门槛效应.数智化技术的全新特性和全新功能,可以实现资源技术产品的市场共享,具有赋能高质量发展的空间溢出效应.
China's grain industry urgently needs to be transformed from the decentralized operation of finely divided land to the intensive green production of large-scale circulation.Whether the new quality productivity-oriented and vigorous development of digital intelligence technology can promote the transformation and upgrading of China's grain industry and realize the high-quality development of Chinese-style grain industry needs the construction of theoretical mechanism and the test of effect.Firstly,based on the new characteristics and functions of digital intelligence technology,a theoretical framework for the high-quality development of grain industry empowered by digital intelligence technology is constructed,then the entropy method is used to measure the level of high-quality development of the grain industry and the level of development of digital intelligence technology,and finally,based on the provincial panel data of 2010-2022,the bidirectional fixed effect model,the threshold effect model,and the spatial spillover effect model are applied to empirically test the effect of digital intelligence technology on promoting the high-quality development of grain industry.The results show that digital and intelligent technology has a significant direct effect on promoting the high-quality development of grain industry.Digital and intelligent technology generates new quality productivity,improves the allocation efficiency of grain production and promotes the high-quality development of the grain industry,with an intermediary effect.Digital and intelligent technology promotes the construction of a unified national market,improves the allocation efficiency of grain resources and products,and promotes the high-quality development of the grain industry,with a threshold effect.The brand-new features and functions of digital and intelligent technology can realize the market sharing of resources and technology products,which has the spatial spillover effect of empowering high-quality development.
罗光强;豆伊伊
湖南农业大学商学院,长沙市,410128湖南农业大学经济学院,长沙市,410128
管理科学
粮食产业要素资源数智化技术新质生产力高质量发展
grain industryfactor resourcesdigital and intelligent technologynew quality productivityhigh-quality development
《中国农机化学报》 2026 (3)
275-285,11
国家社会科学基金重大项目(25&ZD205)国家社会科学基金重点项目(20AJY012)
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