技术创新与人力资本提升:人工智能技术应用驱动制造业上市公司高质量发展的双重机制OACHSSCD
Technological Innovation and Human Capital Enhancement:Dual Mechanisms of Artificial Intelligence Applications in Empowering High-Quality Development of Listed Manufacturing Companies
当前,我国制造业企业在高质量发展进程中面临着要素成本攀升与创新能力不足等问题,人工智能技术是解决这一问题的重要突破口.为探究人工智能技术应用对制造业企业高质量发展的影响效应及机制,本文基于2013-2023年中国A股制造业上市公司数据,整合新质生产力指标的量化评估结果,并运用双向固定效应模型开展实证分析,可以发现人工智能技术显著且稳健地促进企业高质量发展,且在竞争性行业以及东部与中部地区企业中表现更为突出;机制分析显示,人工智能技术通过技术创新和人力资本提升双维路径驱动企业高质量发展.新质生产力主要通过优化软科技和活劳动对人工智能的促进作用产生长期动态赋能.本研究为制造业企业实现智能化转型提供了实证依据,强调人工智能通过技术创新与人力资本提升两个维度的协同效应驱动企业高质量发展.
Currently,Chinese manufacturing enterprises still face challenges such as rising factor costs and insufficient innovation capabilities in the process of high-quality development.Artificial intelligence technology serves as a significant breakthrough for addressing these issues.To explore the impact and mechanism of artificial intelligence technology application on the high-quality development of manufacturing enterprises,this paper utilizes the data of Chinese A-share listed manufacturing companies from 2013 to 2023,integrates the quantitative evaluation results of new-quality productivity indicators,and conducts an empirical analysis using a two-way fixed effects model.The findings indicate that artificial intelligence technology significantly and robustly promotes the high-quality development of enterprises,with more prominent effects in competitive industries and enterprises in the eastern and central regions.Mechanism analysis reveals that artificial intelligence technology drives the high-quality development of enterprises through a two-dimensional path of technological innovation and human capital improvement.New-quality productivity mainly generates long-term dynamic empowerment by optimizing soft technology and active labor to promote artificial intelligence.This study provides empirical evidence for the intelligent transformation of manufacturing enterprises and emphasizes that artificial intelligence drives the high-quality development of enterprises through the synergistic effect of technological innovation and human capital improvement.
马凤;黎阳;刘乐乐
安徽农业大学 经济管理学院,安徽 合肥 230036安徽农业大学 经济管理学院,安徽 合肥 230036安徽农业大学 经济管理学院,安徽 合肥 230036
管理科学
人工智能技术企业高质量发展技术创新人力资本提升新质生产力
artificial intelligence technologyhigh-quality development of enterprisestechnological innovationhuman capital improvementnew-quality productivity
《成都大学学报(社会科学版)》 2026 (3)
44-57,14
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