智能化与统一大市场建设:人工智能应用和企业跨地区投资OACHSSCD
Intelligent and Unified Market Construction:Artificial Intelligence Applications and Cross-regional Investment of Enterprises
助力全国统一大市场的建设是实现共同富裕和推进新发展格局的内在要求.本文从任务模型和实证检验两方面考察智能化应用对资本流动的影响.研究发现:随着企业人工智能应用水平的提升,企业异地设立子公司的数量显著增加.降低异地投资管理成本、增加高技能雇佣规模、优化企业劳动力技能结构、提高技术与科技人才的配置效率和促进技术知识扩散是人工智能发挥资本流动效应的重要机制.人工智能的异地投资效应在非国有企业、制造业企业和位于劳动力要素市场分割更强和数字基础设施水平更高地区的企业才显著存在.此外,人工智能应用能够突破空间束缚,推动企业前往更远的城市进行投资.同时,人工智能对资本流动的方向存在不对称效应,会导致资本从小城市流向大城市.本文从企业资本流动视角为新时代如何通过智能化转型推动要素流动畅通提供了经验证据与政策启示.
This paper empirically examines the impact of intelligent applications on capital flows.The study finds that artificial intelligence(AI)has facilitated the establishment of subsidiaries by firms across diverse locations.Key mechanisms through which AI drives capital flows include reducing off-site investment management costs,expanding high-skilled employment,optimizing the skill structure of the workforce,enhancing the allocation efficiency of technological and scientific talent,and promoting the diffusion of technical knowledge.The off-site investment effect of AI is particularly significant in non-state-owned enterprises,manufacturing firms,and businesses located in regions with pronounced labor market segmentation and advanced digital infrastructure.Further analysis reveals that AI applications transcend spatial constraints,encouraging firms to invest in more distant cities.Additionally,AI applications contribute to the flow of capital from smaller to larger cities.This paper provides empirical evidence and policy insights on how intelligent transformation can facilitate the smooth flow of capital in the new era.
黄赜琳;蒋鹏程
上海财经大学公共管理学院上海财经大学公共管理学院
医药卫生
人工智能异地投资资本流动统一大市场
《经济学报》 2026 (1)
138-156,19
本研究受国家哲学社会科学基金一般项目:"人工智能的技术进步偏向效应及其对劳动收入份额的影响研究"(编号:23BJL031)的资助.
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