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Digital transformation, artificial intelligence and enterprise innovation performance

Author

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  • Ma, Jinghao
  • Shang, Yujie
  • Liang, Zhenghan

Abstract

This research focuses on examining the connection between digital transformation (DT) and enterprise innovation performance (EIP). It uncovers that DT plays a crucial role in enhancing EIP, with artificial intelligence (AI) serving as a significant intermediary in this process. When comparing enterprises based on their ownership, it is observed that DT has a more profound effect on the EIP of state-owned enterprises than on non-state-owned ones. The findings of this study offer valuable theoretical foundations and practical guidance for developing digital business strategies, advancing DT, and boosting EIP.

Suggested Citation

  • Ma, Jinghao & Shang, Yujie & Liang, Zhenghan, 2025. "Digital transformation, artificial intelligence and enterprise innovation performance," Finance Research Letters, Elsevier, vol. 78(C).
  • Handle: RePEc:eee:finlet:v:78:y:2025:i:c:s1544612325004532
    DOI: 10.1016/j.frl.2025.107190
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    References listed on IDEAS

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    1. He, Bin & Chen, Haiyang & Li, Zheng & Zhou, Xizhen, 2023. "Information and communication technology and innovation performance of firms: Evidence from Chinese listed state-owned enterprises," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 47-59.
    2. Wang, Chenxi & Deng, Xincai & Wang, Deli & Pan, Xingguang, 2024. "Financial regulation, financing constraints, and enterprise innovation performance," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    3. Li, Mou & Wei, Lei, 2024. "The path of digital transformation driving enterprise growth: The moderating role of financing constraints," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    4. Wang, Zhiwei & Yang, Fan, 2024. "Digital transformation and corporate innovation with herd effects," Finance Research Letters, Elsevier, vol. 62(PB).
    5. Ren, Xiaohang & Li, Wenqi & Li, Yiying, 2024. "Climate risk, digital transformation and corporate green innovation efficiency: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    6. Sun, Yumeng, 2024. "Digital transformation and corporates' green technology innovation performance–The mediating role of knowledge sharing," Finance Research Letters, Elsevier, vol. 62(PA).
    7. Aiping Wang & Rui Han, 2024. "Can digital transformation prohibit corporate fraud? Empirical evidence from China," Applied Economics Letters, Taylor & Francis Journals, vol. 31(16), pages 1505-1512, September.
    8. Hemei Li & Zhenya Liu & Virginie Hachard, 2024. "Digital Transformation Driving Green Innovation: Evidence from Chinese A-Share Firms," Post-Print hal-04894961, HAL.
    9. Zhang, Wenqiu & Zhao, Junli & Li, Hao & Chen, Shuilin, 2024. "Does digital transformation empower green innovation? Evidence from listed companies in heavily polluting industries in China," Finance Research Letters, Elsevier, vol. 66(C).
    10. Lei, Wei & Tang, Kaitao & Shao, Jingfeng & Ran, Feng, 2024. "Digital transformation, supply chain finance, and enterprise innovation," Finance Research Letters, Elsevier, vol. 70(C).
    11. Xing, Xinpeng & Chen, Tiantian & Yang, Xiaoming & Liu, Tiansen, 2023. "Digital transformation and innovation performance of China's manufacturers? A configurational approach," Technology in Society, Elsevier, vol. 75(C).
    12. Xingguang Guo & Xi Chen, 2023. "The Impact of Digital Transformation on Manufacturing-Enterprise Innovation: Empirical Evidence from China," Sustainability, MDPI, vol. 15(4), pages 1-19, February.
    13. Xu, Chao & Sun, Guanglin & Kong, Tao, 2024. "The impact of digital transformation on enterprise green innovation," International Review of Economics & Finance, Elsevier, vol. 90(C), pages 1-12.
    14. Chengwei Ge & Wendong Lv & Junli Wang, 2023. "The Impact of Digital Technology Innovation Network Embedding on Firms’ Innovation Performance: The Role of Knowledge Acquisition and Digital Transformation," Sustainability, MDPI, vol. 15(8), pages 1-21, April.
    15. Shuhao Liang & Tingting Li, 2022. "Can Digital Transformation Promote Innovation Performance in Manufacturing Enterprises? The Mediating Role of R&D Capability," Sustainability, MDPI, vol. 14(17), pages 1-20, September.
    16. Tian, Guangning & Li, Bo & Cheng, Yue, 2022. "Does digital transformation matter for corporate risk-taking?," Finance Research Letters, Elsevier, vol. 49(C).
    17. Li, Hemei & Liu, Zhenya & Hachard, Virginie, 2024. "Digital transformation driving green innovation: Evidence from Chinese A-Share firms," International Review of Economics & Finance, Elsevier, vol. 95(C).
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    Cited by:

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    2. Binbin Yu & Nanping Jiang & Zhigang Wang, 2025. "Digital transformation and enterprise innovation efficiency: evidence from China’s A-share listed companies," Economic Change and Restructuring, Springer, vol. 58(5), pages 1-35, October.
    3. Ma, Yuan & Zhang, Wenchao & Ma, Chengxiang & Ai, Yudong & Hu, Jun, 2025. "Artificial intelligence, data elements, digital economy, and corporate innovation performance," International Review of Economics & Finance, Elsevier, vol. 103(C).
    4. Zhang, Yuan & Li, Yunqian, 2025. "The impact of artificial intelligence on government digital service capacity," International Review of Economics & Finance, Elsevier, vol. 102(C).
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    6. Shi, Xiuping & Liu, Hao, 2025. "How does digital supply chain transformation enhance sustainable performance of renewable energy enterprises?," International Review of Economics & Finance, Elsevier, vol. 103(C).
    7. Liu, Rong & Luo, Wenying & Su, Ruiqian, 2025. "How does cultural diversity influence corporate AI development?," Finance Research Letters, Elsevier, vol. 81(C).

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