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Integration of technology and finance with breakthroughs in enterprise digital technology

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  • Wu, Qiwei
  • Wu, Zheng
  • Pang, Jing

Abstract

This study explores the influence of financial technology on corporate digital technological breakthroughs, focusing on the Pilot Program Combining Technology and Finance (PPCTF), which has been gradually implemented in China. Using data from A-share listed companies from 2008 to 2022, we used a difference-in-differences approach to investigate the specific impacts and mechanisms by which PPCTF influences corporate digital technological breakthroughs. Results indicate that PPCTF considerably promotes corporate digital technological breakthroughs. We perform several sensitivity analyses to validate the results’ robustness. Mechanism analysis reveals that PPCTF establishes a long-term mechanism for promoting corporate digital technological breakthroughs by improving corporate human capital and digital infrastructure.

Suggested Citation

  • Wu, Qiwei & Wu, Zheng & Pang, Jing, 2025. "Integration of technology and finance with breakthroughs in enterprise digital technology," Finance Research Letters, Elsevier, vol. 74(C).
  • Handle: RePEc:eee:finlet:v:74:y:2025:i:c:s1544612324017410
    DOI: 10.1016/j.frl.2024.106712
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    References listed on IDEAS

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    1. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    2. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    3. Zhao, Qiao & Wang, Wangqing, 2024. "Impact of digital financial tools on intermediate goods: Synergies between external funding and internal R&D investment," Finance Research Letters, Elsevier, vol. 67(PB).
    4. Chen Feng & Qing‐Yuan Hu & Yan‐Kun Kang & Cheng‐Yao Li & Yao Zhang, 2023. "The effects of Tech‐Fin on corporate innovation: Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 3739-3762, December.
    5. Opland, Leif Erik & Pappas, Ilias O. & Engesmo, Jostein & Jaccheri, Letizia, 2022. "Employee-driven digital innovation: A systematic review and a research agenda," Journal of Business Research, Elsevier, vol. 143(C), pages 255-271.
    6. Fang, Xubing & Liu, Maotao, 2024. "How does the digital transformation drive digital technology innovation of enterprises? Evidence from enterprise's digital patents," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    7. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    8. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    9. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    10. André Hanelt & Sebastian Firk & Björn Hildebrandt & Lutz M. Kolbe, 2021. "Digital M&A, digital innovation, and firm performance: an empirical investigation," European Journal of Information Systems, Taylor & Francis Journals, vol. 30(1), pages 3-26, January.
    11. Wang, Xincheng & Li, Yuan & Tian, Longwei & Hou, Ye, 2023. "Government digital initiatives and firm digital innovation: Evidence from China," Technovation, Elsevier, vol. 119(C).
    12. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    13. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2011. "Firm Innovation in Emerging Markets: The Role of Finance, Governance, and Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1545-1580, December.
    14. Liu, Yang & Dong, Jiuyu & Mei, Liang & Shen, Rui, 2023. "Digital innovation and performance of manufacturing firms: An affordance perspective," Technovation, Elsevier, vol. 119(C).
    Full references (including those not matched with items on IDEAS)

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