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Debt financing and technology investment Kuznets curve: Evidence from China

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  • Umeair Shahzad
  • Fukai Luo
  • Jing Liu

Abstract

The nexus of debt financing and enterprise innovation is the most arguable debate in the modern literature of corporate finance. The subject of external debts and a smooth innovative environment is one of the common puzzles for high‐tech firms. We attempt to address this puzzle and explore the impact of efficient utilization of debt on the linkage between R&D intensity and technology investment. Patent count data are used to measure enterprise innovation, therefore, negative binomial and Poisson regression is applied for empirical analysis. The estimations validate that the linkage between debt financing and corporate innovation is inverted U‐shaped which approves the Kuznets curve hypothesis. Technology firms tend to decline debt undertaking after achieving a specific level, it is assumed as an optimum debt point, higher in incremental and lower in radical innovation. The mediation role of debt financing in the linkage between R&D intensity and technology investment is negative. However, efficient debt undertaking which remains under the optimum level improves the association between R&D intensity and enterprise innovation. High‐tech firms should be cautious on external financing because abundant debt undertaking worsens a smooth innovative environment.

Suggested Citation

  • Umeair Shahzad & Fukai Luo & Jing Liu, 2023. "Debt financing and technology investment Kuznets curve: Evidence from China," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 751-765, January.
    • Handle: RePEc:wly:ijfiec:v:28:y:2023:i:1:p:751-765
    DOI: 10.1002/ijfe.2448
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    as
    1. Williamson, Oliver E, 1988. " Corporate Finance and Corporate Governance," Journal of Finance, American Finance Association, vol. 43(3), pages 567-591, July.
    2. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    3. Bronwyn H. Hall, 2010. "The Financing of Innovative Firms," Review of Economics and Institutions, Università di Perugia, vol. 1(1).
    4. Croce, M.M. & Nguyen, Thien T. & Raymond, S. & Schmid, L., 2019. "Government debt and the returns to innovation," Journal of Financial Economics, Elsevier, vol. 132(3), pages 205-225.
    5. Ho-Chuan (River) Huang & Yi-Chen Lin & Chih-Chuan Yeh, 2012. "An appropriate test of the Kuznets hypothesis," Applied Economics Letters, Taylor & Francis Journals, vol. 19(1), pages 47-51, January.
    6. Muhammad Kaleem Khan & Ahmad Kaleem & Salman Zulfiqar & Umair Akram, 2019. "Innovation Investment: Behaviour Of Chinese Firms Towards Financing Sources," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(07), pages 1-29, October.
    7. Philippe Aghion & John Van Reenen & Luigi Zingales, 2013. "Innovation and Institutional Ownership," American Economic Review, American Economic Association, vol. 103(1), pages 277-304, February.
    8. Minjung Kim & Jungsoo Park, 2017. "Do Bank Loans To Financially Distressed Firms Lead To Innovation?," The Japanese Economic Review, Japanese Economic Association, vol. 68(2), pages 244-256, June.
    9. Philippe Aghion & Stephen Bond & Alexander Klemm & Ioana Marinescu, 2004. "Technology and Financial Structure: Are Innovative Firms Different?," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 277-288, 04/05.
    10. Sudheer Chava & Vikram Nanda & Steven Chong Xiao, 2017. "Lending to Innovative Firms," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 6(2), pages 234-289.
    11. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    12. Viral V. Acharya & Alberto Bisin, 2009. "Managerial hedging, equity ownership, and firm value," RAND Journal of Economics, RAND Corporation, vol. 40(1), pages 47-77, March.
    13. Czarnitzki, Dirk & Kraft, Kornelius, 2009. "Capital control, debt financing and innovative activity," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 372-383, August.
    14. repec:zbw:bofrdp:urn:nbn:fi:bof-201512141480 is not listed on IDEAS
    15. Nanda, Ramana & Nicholas, Tom, 2014. "Did bank distress stifle innovation during the Great Depression?," Journal of Financial Economics, Elsevier, vol. 114(2), pages 273-292.
    16. Maria Luisa Mancusi & Andrea Vezzulli & Serena Frazzoni & Zeno Rotondi & Maurizio Sobrero, 2018. "Export and Innovation in Small and Medium Enterprises: The Role of Concentrated Bank Borrowing," Economica, London School of Economics and Political Science, vol. 85(337), pages 177-204, January.
    17. Casson, Peter D. & Martin, Roderick & Nisar, Tahir M., 2008. "The financing decisions of innovative firms," Research in International Business and Finance, Elsevier, vol. 22(2), pages 208-221, June.
    18. Massimo Colombo & Douglas Cumming & Silvio Vismara, 2016. "Governmental venture capital for innovative young firms," The Journal of Technology Transfer, Springer, vol. 41(1), pages 10-24, February.
    19. Mann, William, 2018. "Creditor rights and innovation: Evidence from patent collateral," Journal of Financial Economics, Elsevier, vol. 130(1), pages 25-47.
    20. Faisal Mahmood & Dongping Han & Nazakat Ali & Riaqa Mubeen & Umeair Shahzad, 2019. "Moderating Effects of Firm Size and Leverage on the Working Capital Finance–Profitability Relationship: Evidence from China," Sustainability, MDPI, vol. 11(7), pages 1-14, April.
    21. Howell, Anthony, 2016. "Firm R&D, innovation and easing financial constraints in China: Does corporate tax reform matter?," Research Policy, Elsevier, vol. 45(10), pages 1996-2007.
    22. Feldhütter, Peter & Hotchkiss, Edith & Karakaş, Oğuzhan, 2016. "The value of creditor control in corporate bonds," Journal of Financial Economics, Elsevier, vol. 121(1), pages 1-27.
    23. Lee, Wayne L & Thakor, Anjan V & Vora, Gautam, 1983. "Screening, Market Signalling, and Capital Structure Theory," Journal of Finance, American Finance Association, vol. 38(5), pages 1507-1518, December.
    24. Yuqi Gu & Connie X. Mao & Xuan Tian, 2017. "Banks' Interventions and Firms' Innovation: Evidence from Debt Covenant Violations," Journal of Law and Economics, University of Chicago Press, vol. 60(4), pages 637-671.
    25. repec:zbw:bofrdp:2015_028 is not listed on IDEAS
    26. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    27. Julian Mattes & Sascha Steffen & Mark Wahrenburg, 2013. "Do Information Rents in Loan Spreads Persist over the Business Cycles?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 43(2), pages 175-195, April.
    28. Rainer Winkelmann, 2000. "Seemingly Unrelated Negative Binomial Regression," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 62(4), pages 553-560, September.
    29. Wang, Taiyuan & Thornhill, Stewart, 2010. "R&D investment and financing choices: A comprehensive perspective," Research Policy, Elsevier, vol. 39(9), pages 1148-1159, November.
    30. Mikaela Backman & Tina Wallin, 2018. "Access to banks and external capital acquisition: perceived innovation obstacles," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(1), pages 161-187, July.
    31. João A. C. Santos & Andrew Winton, 2008. "Bank Loans, Bonds, and Information Monopolies across the Business Cycle," Journal of Finance, American Finance Association, vol. 63(3), pages 1315-1359, June.
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