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Digital economy, financing constraints, and corporate innovation

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  • Li, Quan
  • Chen, Huimin
  • Chen, Yang
  • Xiao, Tong
  • Wang, Li

Abstract

We build a multi-sector Schumpeterian endogenous growth model that incorporates data as a factor of production, and explore the changes in corporate financing constraints brought about by the digital economy and its impact on corporate innovation. Next, we use data on 3328 A-share listed firms in China for the period from 2011 to 2021 to empirically test our model. The results show that the impact of the digital economy on corporate innovation is positive and significant. After multiple rounds of robustness tests and resolution of endogeneity problems, our conclusion holds. In addition, we find that financial constraints act as a transmission mechanism through which the digital economy promotes corporate innovation. After categorizing patents into invention and non-invention patents, we find that the role of the digital economy is more (less) obvious in promoting radical (incremental) innovation. In addition, the role of the digital economy in promoting innovation is stronger for large enterprises than for small and micro enterprises. In summary, from the perspective of financing constraints, this paper studies the impact of the digital economy on corporate innovation using the endogenous growth model and providing empirical evidence. The results are of great significance to attempt to improve independent innovation capability and achieve high-quality economic development.

Suggested Citation

  • Li, Quan & Chen, Huimin & Chen, Yang & Xiao, Tong & Wang, Li, 2023. "Digital economy, financing constraints, and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    • Handle: RePEc:eee:pacfin:v:80:y:2023:i:c:s0927538x23001476
    DOI: 10.1016/j.pacfin.2023.102081
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    1. Mingtao Yu & Aiguo Yan, 2022. "Can Digital Finance Accelerate the Digital Transformation of Companies? From the Perspective of M&A," Sustainability, MDPI, vol. 14(21), pages 1-16, November.
    2. Lei Zhang & Wen-Tsao Pan, 2022. "Bank Competition, Financing Constraints, and Enterprise Innovation Investment," Discrete Dynamics in Nature and Society, Hindawi, vol. 2022, pages 1-9, August.
    3. Lin William Cong & Danxia Xie & Longtian Zhang, 2021. "Knowledge Accumulation, Privacy, and Growth in a Data Economy," Management Science, INFORMS, vol. 67(10), pages 6480-6492, October.
    4. Charles I. Jones & Christopher Tonetti, 2020. "Nonrivalry and the Economics of Data," American Economic Review, American Economic Association, vol. 110(9), pages 2819-2858, September.
    5. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    6. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    7. Pan, Jiadong & Lin, Gaobang & Xiao, Wen, 2022. "The heterogeneity of innovation, government R&D support and enterprise innovation performance," Research in International Business and Finance, Elsevier, vol. 62(C).
    8. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    9. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    10. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    11. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    12. Mikalef, Patrick & Pateli, Adamantia, 2017. "Information technology-enabled dynamic capabilities and their indirect effect on competitive performance: Findings from PLS-SEM and fsQCA," Journal of Business Research, Elsevier, vol. 70(C), pages 1-16.
    13. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    14. Cong, Lin William & Wei, Wenshi & Xie, Danxia & Zhang, Longtian, 2022. "Endogenous growth under multiple uses of data," Journal of Economic Dynamics and Control, Elsevier, vol. 141(C).
    15. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    16. Cornaggia, Jess & Mao, Yifei & Tian, Xuan & Wolfe, Brian, 2015. "Does banking competition affect innovation?," Journal of Financial Economics, Elsevier, vol. 115(1), pages 189-209.
    17. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    18. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    19. Brown, James R. & Petersen, Bruce C., 2011. "Cash holdings and R&D smoothing," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 694-709, June.
    20. Zhao, Meiyu & Zhang, Bo, 2023. "Credit corruption, financial constraint and corporate innovation: Evidence on China," Finance Research Letters, Elsevier, vol. 53(C).
    21. Tao Kong & RenJi Sun & Guanglin Sun & Youtao Song, 2022. "Effects of Digital Finance on Green Innovation considering Information Asymmetry: An Empirical Study Based on Chinese Listed Firms," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(15), pages 4399-4411, December.
    22. Bing Cao & Zishu Han & Ling Liang & Yuanyuan Liu & Jialiang Wang & Jiaping Xie, 2022. "Independent Innovation or Secondary Innovation: The Moderating of Network Embedded Innovation," Sustainability, MDPI, vol. 14(22), pages 1-14, November.
    23. Manita, Riadh & Elommal, Najoua & Baudier, Patricia & Hikkerova, Lubica, 2020. "The digital transformation of external audit and its impact on corporate governance," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    24. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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