财经论丛 ›› 2026, Vol. 42 ›› Issue (6): 15-30.

• 数字经济 • 上一篇    下一篇

城市人工智能产业密度与企业合规

杨锐, 李荣荣   

  1. 苏州大学商学院,江苏 苏州 215021
  • 收稿日期:2025-09-08 出版日期:2026-06-10 发布日期:2026-06-08
  • 通讯作者: 李荣荣(1994—),女,河南驻马店人,苏州大学商学院博士生。
  • 作者简介:杨锐(1980—),男,贵州兴义人,苏州大学商学院教授。
  • 基金资助:
    国家社会科学基金一般项目(19BGL025);江苏省研究生科研与实践创新计划项目(KYCX24_3355)

Urban Artificial Intelligence Industry Density and Corporate Compliance

YANG Rui, LI Rongrong   

  1. Business School, Soochow University, Suzhou 215021, China
  • Received:2025-09-08 Online:2026-06-10 Published:2026-06-08

摘要: 人工智能(AI)正在重塑商业生态和治理模式。本文基于2011—2023年中国A股上市公司数据,实证检验城市AI产业密度对企业合规行为的影响。研究发现:城市AI产业密度有利于促进企业合规。在影响机制上,城市AI产业密度通过赋能外部监管与内部控制协同促进企业合规。前者通过赋能政府数字化转型,强化对企业信息披露行为的监管威慑,促进企业采取符合法律法规与行业规范的披露行为,实现被动合规;后者通过赋能企业AI技术应用,促进企业采取与组织承诺相一致的内控行动,引导企业主动合规。进一步分析发现,城市AI产业密度对企业合规行为的促进效应在税收贡献低和避税程度高的企业以及法律服务供给能力较高的地区更为显著。研究发现为政府优化技术治理工具箱、培育“AI+诚信”企业信用体系提供了理论参考。

关键词: 人工智能, 企业合规, 政府数字化转型, 技术应用

Abstract: Artificial Intelligence (AI), as a key driving force of the new round of technological revolution, is reshaping the business ecosystem and governance models. Based on data from Chinese A-share listed firms from 2011 to 2023, this study empirically examines the impact of urban AI industry density on corporate compliance behavior. The findings reveal that urban AI industry density significantly promotes corporate compliance. In terms of influencing mechanisms, urban AI industry density fosters compliance synergistically through external regulation and internal control. On one hand, externally, higher AI density empowers government digital transformation, thereby strengthening regulatory deterrence regarding information disclosure, which compels firms to adhere to laws, regulations, and industry norms, resulting in passive compliance. On the other hand, internally, it facilitates the corporate application of AI technology, which optimizes internal control actions to align with organizational commitments, thereby inducing active compliance. Further analysis indicates that this positive effect is more pronounced in firms with low tax contributions and high levels of tax avoidance, as well as in regions with a higher supply of legal services. These findings provide theoretical implications for the government to optimize technological governance tools and foster an “AI + Integrity” corporate credit system.

Key words: Artificial Intelligence, Corporate Compliance, Government Digital Transformation, Technology Application

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