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Academic Journal of Business & Management, 2026, 8(1); doi: 10.25236/AJBM.2026.080110.

Research on the Mechanism of Data Factor Marketization Driving Enterprise Technological Innovation: A Literature Review Based on Data Assetization, Financing Constraints, and Digital Transformation

Author(s)

Yuqing Sun

Corresponding Author:
Yuqing Sun
Affiliation(s)

School of Business, University of Shanghai for Science and Technology, Shanghai, China

Abstract

In the era of the digital economy, data factor marketization has become a core force driving enterprise technological innovation, and the complexity and multi-path characteristics of its operational mechanism urgently require systematic sorting. This paper takes literature research as the core method, focusing on two mediating variables: data assetization and financing constraints, to systematically review the impact mechanism of data factor marketization on enterprise technological innovation. This study provides a literature supplement for clarifying the internal connection between data factor marketization and enterprise technological innovation, and also offers references for enterprise practice and policy-making.

Keywords

Data Factor Marketization, Enterprise Technological Innovation, Data Assetization, Digital Transformation, Financing Constraints

Cite This Paper

Yuqing Sun. Research on the Mechanism of Data Factor Marketization Driving Enterprise Technological Innovation: A Literature Review Based on Data Assetization, Financing Constraints, and Digital Transformation. Academic Journal of Business & Management (2026), Vol. 8, Issue 1: 67-72. https://doi.org/10.25236/AJBM.2026.080110.

References

[1] Qi, Y. D., & Liu, H. H. (2020). Research on the attribute of data as a factor of production and its market-oriented allocation mechanism in the digital economy[J]. Economic Review, (11), 63-76+2. https://doi.org/10.16528/j.cnki.22-1054/f.202011063

[2] Xie, X. Y., Zhu, H. L., & Wang, C. J. (2025). The impact of data factor marketization on the integration of enterprises' digital and real economies: A quasi-natural experiment based on data trading platforms[J]. China Business and Market, 39(09), 112-126. https://doi.org/10.14089/j.cnki.cn11-3664/f.2025.09.009

[3] Shu, H., Bie, A., & Li, H. P. (2025). Research on the impact of data factor marketization on enterprises' digital innovation[J]. Commercial Research, (02), 118-128. https://doi.org/10.13902/j.cnki.syyj.2025.02.011

[4] Liu, X. M. (2024). Can the utilization of data factors alleviate enterprises' financing constraints? An analysis from Chinese A-share listed enterprises[J]. Management and Technology of SME, (10), 38-41.

[5] Zhang, M. M. (2025). Data factor marketization and enterprises' digital technology innovation: A quasi-natural experiment based on the establishment of data trading platforms[J]. Technology Entrepreneurship Monthly, 38(09), 129-136.

[6] Li, K. (2025). Data factor right confirmation and the mechanism of alleviating corporate financing constraints: Data from the pilot project of listing corporate data assets[J]. Property Rights Guide, (10), 64-66.