现代农业研究2025，Vol.31Issue(10)：7-14,8.
农业人工智能与农村产业融合的动态关系研究
Research on the Dynamic Relationship between Agricultural Artificial Intelligence and Rural Industrial Integration Based on Cointegration Analysis and Granger Causality Test
摘要
Abstract
In order to further explore the dynamic relationship between agricultural artificial intelligence and rural indus-trial integration,based on the construction of a comprehensive evaluation system for agricultural artificial intelligence and rural industrial integration,based on the provincial panel data from 2010 to 2022,the long-term equilibrium relationship and causal relationship between the two were investigated by cointegration analysis and Granger causality test system.The results show that:(1)there is a stable long-term equilibrium relationship between agricultural artificial intelligence and ru-ral industrial integration;(2)there is an asymmetry in the short-term adjustment mechanism between the two,and agricul-tural artificial intelligence is stronger than rural industrial integration;(3)There is a two-way causal relationship between agricultural artificial intelligence and rural industrial integration.Based on this,it is necessary to establish a strategic ori-entation for coordinated development and build a long-term support mechanism.implement precise differentiated support strategies,focusing on making up for the shortcomings of industrial integration;Build a virtuous circle ecology of two-way promotion of"technology-industry"to achieve the organic unity of innovation-driven and demand-driven.关键词
人工智能/农村产业融合/技术经济范式/需求引致创新/格兰杰Key words
artificial intelligence/rural industrial integration/techno-economic paradigm/demand leads to innovation/granger分类
管理科学引用本文复制引用
魏湘粤,卢向阳..农业人工智能与农村产业融合的动态关系研究[J].现代农业研究,2025,31(10):7-14,8.基金项目
湖南省社会科学基金项目"乡村振兴背景下农业公共品牌生态系统构建研究"(项目编号:22JL004) （项目编号:22JL004）
湖南省研究生科研创新项目"农业企业ESG表现对企业环境绩效的影响机制研究"(项目编号:CX20251131). （项目编号:CX20251131）
