• 中国科学学与科技政策研究会
  • 中国科学院科技战略咨询研究院
  • 清华大学科学技术与社会研究中心
ISSN 1003-2053 CN 11-1805/G3

科学学研究 ›› 2026, Vol. 44 ›› Issue (9): 1899-1910.

• 创新探索 • 上一篇    下一篇

数据资产信息披露对数字技术创新的影响研究

赵雪琦1,孙小哲2,李纪珍3   

  1. 1. 清华大学
    2. 广东省社会科学院经济研究所
    3. 清华大学经济管理学院
  • 收稿日期:2025-05-18 修回日期:2025-07-05 出版日期:2026-09-15 发布日期:2026-09-15
  • 通讯作者: 孙小哲
  • 基金资助:
    国家社科基金重大项目 新时代提升国家创新体系整体效能研究

The Impact of Data Asset Disclosure on Digital Technological Innovation

  • Received:2025-05-18 Revised:2025-07-05 Online:2026-09-15 Published:2026-09-15

摘要: 在加快实现高水平科技自立自强的背景下,数据资产信息披露已成为企业构筑数字技术创新竞争优势的关键。本研究基于2012-2023年沪深A股上市企业数据,采用固定效应面板模型,实证检验数据资产信息披露对企业数字技术创新的作用影响。研究发现,数据资产信息披露显著促进企业数字技术创新的“量质双提升”。异质性分析表明,制造业企业在数据资产信息披露的助力下创新质量的提升更为明显,非制造业企业则集中于创新数量的突破;自用型数据资产的信息披露效应相较于交易型数据资产更为显著;技术密集型企业创新质量的提升效应更为突出。中介效应和调节效应检验结果表明,企业技术交易网络地位提升是其中重要的中介途径;知识产权保护强化了数据资产信息披露对创新数量的促进作用,但对创新质量无显著调节效应。本文研究为企业通过数据资产战略实现技术跃迁指明实施路径,为政府完善数据资产信息披露制度设计提供政策依据。

Abstract: Against the backdrop of advancing high-level technological self-reliance, data asset disclosure has become a critical lever for firms to build competitive advantages in digital technological innovation. Based on panel data from Shanghai and Shenzhen A-share listed companies during 2012–2023, this study employs a fixed-effects panel regression model to empirically examine the impact of data asset disclosure on corporate digital innovation.The findings reveal that data asset disclosure significantly promotes both the quantity and quality of digital innovation. Heterogeneity analyses show that the disclosure effect on innovation quality is more pronounced among manufacturing firms, while non-manufacturing firms primarily benefit in terms of innovation quantity. The impact of disclosing self-use data assets is stronger than that of transactional data assets. Furthermore, technology-intensive firms experience greater improvement in innovation quality.Mediation and moderation analyses indicate that enhanced positioning in technology trading networks serves as a key mediating mechanism. Moreover, intellectual property (IP) protection positively moderates the relationship between data asset disclosure and innovation quantity, but has no significant effect on innovation quality. This study offers practical guidance for enterprises seeking technological upgrading through data asset strategies and provides policy implications for improving data disclosure regulations.