人智协同对企业创新困境的影响研究OACHSSCD
Research on the Impact of Human-AI Collaboration on Corporate Innovation Dilemma
数字经济背景下,人智协同是企业突破创新困境、实现高质量创新的重要支撑.本文以2011~2024 年A 股上市公司为样本,实证检验人智协同对企业创新困境的影响.研究发现,人智协同能够显著缓解企业创新困境.机制分析表明,人智协同通过优化资源配置、推动组织架构重组和提升治理协同水平发挥作用.异质性分析表明,在东南侧区域、注册地址未变更、技术更迭快、竞争激烈,以及管理层短视程度低、信息技术背景强的企业中,人智协同的缓解作用更加显著.进一步分析表明,人智协同能够改善企业创新质量与数量困境、拓展创新边界和提升行业创新质量,并在供应链主体间产生溢出效应和治理效应.
In the digital economy,Human-AI collaboration has become essential for firms to resolve innovation dilemmas and pursue high-quality innovation.Drawing on a sample of Chinese A-share listed companies from 2011 to 2024,we examine the impact of human-AI collaboration on innovation dilemmas.Results show that such collaboration significantly alleviates innovation di-lemmas;this finding is robust to extensive robustness and endogeneity tests.The mechanism involves better resource allocation,or-ganizational restructuring,and governance coordination.The effect is particularly pronounced among firms in southeastern regions,firms with unchanged registered addresses,industries with rapid technological change and intense competition,and firms with lower managerial myopia and stronger top-management IT backgrounds.Furthermore,Human-AI collaboration mitigates both quality-and quantity-related innovation dilemmas,expands the innovation frontier,enhances industry-level innovation quality,and gene-rates spillover and governance benefits for supply chain partners.
赵丽;万国权
新疆财经大学金融学院,乌鲁木齐 830012新疆财经大学金融学院,乌鲁木齐 830012
管理科学
人智协同创新困境资源配置组织架构协同治理创新质量创新边界创新结构
Human-AI collaborationinnovation dilemmaresource optimizationorganizational reconfigurationgover-nance coordinationinnovation qualityinnovation boundaryinnovation structure
《工业技术经济》 2026 (10)
96-106,11
新疆人文社会科学基地重点项目"数字金融激发新疆旅游消费需求的路径研究"(项目编号:XJEDU2025j101).
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