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The impact of data asset disclosure on digital technological innovation
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Xue-qi ZHAO1, Xiao-zhe SUN2, Ji-zhen LI1
Studies in Science of Science | 2026, 44(9) : 1899 - 1910
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Studies in Science of Science | 2026, 44(9): 1899-1910
• Innovation Explorations •
The impact of data asset disclosure on digital technological innovation
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Xue-qi ZHAO1, Xiao-zhe SUN2, Ji-zhen LI1
Affiliations
  • 1 School of Economics and Management, Tsinghua University, Beijing 100084, China
  • 2 Institute of Economic, Guangdong Academy of Social Sciences, Guangzhou 510635, China
Published: 2026-09-15
Outline
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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.

data asset disclosure  /  digital technological innovation  /  technological transaction network  /  intellectual property protection
赵雪琦, 孙小哲, 李纪珍. 数据资产信息披露对数字技术创新的影响研究. 科学学研究, 2026 , 44 (9) : 1899 -1910 .
Xue-qi ZHAO, Xiao-zhe SUN, Ji-zhen LI. The impact of data asset disclosure on digital technological innovation[J]. Studies in Science of Science, 2026 , 44 (9) : 1899 -1910 .
Year 2026 volume 44 Issue 9
83
35
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  • Receive Date:2025-05-18
  • Online Date:2026-10-15
  • Published:2026-09-15
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  • Received:2025-05-18
  • Revised:2025-06-25
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Affiliations
    1 School of Economics and Management, Tsinghua University, Beijing 100084, China
    2 Institute of Economic, Guangdong Academy of Social Sciences, Guangzhou 510635, China
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小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
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