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Does FinTech reduce corporate excess leverage? Evidence from China

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  • Lai, Xiaobing
  • Yue, Shujing
  • Guo, Chong
  • Zhang, Xinhe

Abstract

As a financial innovation driven by digital technology, FinTech has a significant impact on the traditional financial system and the real economy. Existing studies mainly focus on the application of FinTech in the fields of banking and capital markets, less attention is paid to the firm-level evidence, especially the discussion of enterprise capital structure. In fact, when a company’s capital structure has a high proportion of debt, it is considered overleveraged, which could produce devastating impacts on the sustainable development of firms and the entire capital market. This paper explores solutions to address corporate excess leverage from the perspective of FinTech. Using Chinese listed companies from 2007 to 2020 as a sample, we find that regional FinTech significantly reduces financing constraints and improves stock liquidity, which is beneficial for the alleviation of excess leverage The results hold after a battery of robustness tests. Moreover, the heterogeneity analysis shows that this impact is more pronounced for private enterprises and companies with a relatively low degree of capital market liberalization. This study aims to provide alternative solutions to avoid excess corporate leverage in China and other emerging economies.

Suggested Citation

  • Lai, Xiaobing & Yue, Shujing & Guo, Chong & Zhang, Xinhe, 2023. "Does FinTech reduce corporate excess leverage? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 281-299.
  • Handle: RePEc:eee:ecanpo:v:77:y:2023:i:c:p:281-299
    DOI: 10.1016/j.eap.2022.11.017
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    as
    1. Paligorova, Teodora & Xu, Zhaoxia, 2012. "Complex ownership and capital structure," Journal of Corporate Finance, Elsevier, vol. 18(4), pages 701-716.
    2. Jonathan Chiu & Thorsten V Koeppl, 2019. "Blockchain-Based Settlement for Asset Trading," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1716-1753.
    3. 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.
    4. 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.
    5. Brogaard, Jonathan & Li, Dan & Xia, Ying, 2017. "Stock liquidity and default risk," Journal of Financial Economics, Elsevier, vol. 124(3), pages 486-502.
    6. Lv, Panpan & Xiong, Hu, 2022. "Can FinTech improve corporate investment efficiency? Evidence from China," Research in International Business and Finance, Elsevier, vol. 60(C).
    7. Chang, Victor & Baudier, Patricia & Zhang, Hui & Xu, Qianwen & Zhang, Jingqi & Arami, Mitra, 2020. "How Blockchain can impact financial services – The overview, challenges and recommendations from expert interviewees," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    8. Auer, Simone & Bernardini, Marco & Cecioni, Martina, 2021. "Corporate leverage and monetary policy effectiveness in the euro area," European Economic Review, Elsevier, vol. 140(C).
    9. Alex Edmans & Vivian W. Fang & Emanuel Zur, 2013. "The Effect of Liquidity on Governance," The Review of Financial Studies, Society for Financial Studies, vol. 26(6), pages 1443-1482.
    10. Ding, Na & Gu, Leilei & Peng, Yuchao, 2022. "Fintech, financial constraints and innovation: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 73(C).
    11. Yang, Xuehui & Zhang, Huirong & Lin, Shanlang & Zhang, Jiaping & Zeng, Jianlong, 2021. "Does high-speed railway promote regional innovation growth or innovation convergence?," Technology in Society, Elsevier, vol. 64(C).
    12. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    13. Feng, Wei & Li, Jiajia, 2021. "International technology spillovers and innovation quality: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 289-308.
    14. Li, Jianqiang & Shan, Yaowen & Tian, Gary & Hao, Xiangchao, 2020. "Labor cost, government intervention, and corporate innovation: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 64(C).
    15. Lesmond, David A., 2005. "Liquidity of emerging markets," Journal of Financial Economics, Elsevier, vol. 77(2), pages 411-452, August.
    16. Alex Edmans, 2009. "Blockholder Trading, Market Efficiency, and Managerial Myopia," Journal of Finance, American Finance Association, vol. 64(6), pages 2481-2513, December.
    17. Leuz, Christian & Oberholzer-Gee, Felix, 2006. "Political relationships, global financing, and corporate transparency: Evidence from Indonesia," Journal of Financial Economics, Elsevier, vol. 81(2), pages 411-439, August.
    18. Marie Langevin, 2019. "Big data for (not so) small loans: technological infrastructures and the massification of fringe finance," Review of International Political Economy, Taylor & Francis Journals, vol. 26(5), pages 790-814, September.
    19. Amin, Qazi Awais & Liu, Jia, 2020. "Shareholders' control rights, family ownership and the firm's leverage decisions," International Review of Financial Analysis, Elsevier, vol. 72(C).
    20. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    21. Peter Gomber & Jascha-Alexander Koch & Michael Siering, 2017. "Digital Finance and FinTech: current research and future research directions," Journal of Business Economics, Springer, vol. 87(5), pages 537-580, July.
    22. Joern H. Block & Alexander Groh & Lars Hornuf & Tom Vanacker & Silvio Vismara, 2021. "The entrepreneurial finance markets of the future: a comparison of crowdfunding and initial coin offerings," Small Business Economics, Springer, vol. 57(2), pages 865-882, August.
    23. Sreedhar T. Bharath & Sudarshan Jayaraman & Venky Nagar, 2013. "Exit as Governance: An Empirical Analysis," Journal of Finance, American Finance Association, vol. 68(6), pages 2515-2547, December.
    24. Wenlian Gao & Lilian Ng & Qinghai Wang, 2011. "Does Corporate Headquarters Location Matter for Firm Capital Structure?," Financial Management, Financial Management Association International, vol. 40(1), pages 113-138, March.
    25. Mark A Chen & Qinxi Wu & Baozhong Yang, 2019. "How Valuable Is FinTech Innovation?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2062-2106.
    26. Bejar, Pablo & Ishi, Kotaro & Komatsuzaki, Takuji & Shibata, Ippei & Sin, Jasmin & Tambunlertchai, Suchanan, 2022. "Can Fintech Foster Competition in the Banking System in Latin America and the Caribbean?," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 3(2).
    27. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    28. Li, Xiaoqing & Fung, Anna & Fung, Hung-Gay & Qiao, Penghao, 2020. "Directorate interlocks and corporate cash holdings in emerging economies: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 66(C), pages 244-260.
    29. Lesmond, David A & Ogden, Joseph P & Trzcinka, Charles A, 1999. "A New Estimate of Transaction Costs," The Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1113-1141.
    30. Chen, Yangyang & Dou, Paul Y. & Rhee, S. Ghon & Truong, Cameron & Veeraraghavan, Madhu, 2015. "National culture and corporate cash holdings around the world," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 1-18.
    31. Valta, Philip, 2016. "Strategic Default, Debt Structure, and Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(1), pages 197-229, February.
    32. Schenk, Eric & Guittard, Claude & Pénin, Julien, 2019. "Open or proprietary? Choosing the right crowdsourcing platform for innovation," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 303-310.
    33. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LP, vol. 7(3), pages 281-312, September.
    34. Svetlana Saksonova & Irina Kuzmina-Merlino, 2017. "Fintech as Financial Innovation - The Possibilities and Problems of Implementation," European Research Studies Journal, European Research Studies Journal, vol. 0(3A), pages 961-973.
    35. Harry DeAngelo & Andrei S Gonçalves & René M Stulz, 2018. "Corporate Deleveraging and Financial Flexibility," The Review of Financial Studies, Society for Financial Studies, vol. 31(8), pages 3122-3174.
    36. Mara Faccio & Larry HP Lang & Leslie Young, 2010. "Pyramiding vs leverage in corporate groups: International evidence," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(1), pages 88-104, January.
    37. Chen, Zilin & Gao, Kang & Huang, Weiwei, 2020. "Stock liquidity and excess leverage," Finance Research Letters, Elsevier, vol. 32(C).
    38. Durand, Robert B. & Laing, Elaine & Thao Ngo, Minh, 2016. "The disciplinary role of leverage: evidence from East Asian cross-border acquirers’ returns," Finance Research Letters, Elsevier, vol. 18(C), pages 83-88.
    39. Erik Feyen & Jon Frost & Leonardo Gambacorta & Harish Natarajan & Matthew Saal, 2021. "Fintech and the digital transformation of financial services: implications for market structure and public policy," BIS Papers, Bank for International Settlements, number 117.
    40. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    41. Holmstrom, Bengt & Tirole, Jean, 1993. "Market Liquidity and Performance Monitoring," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 678-709, August.
    42. Hanselaar, Rogier M. & Stulz, René M. & van Dijk, Mathijs A., 2019. "Do firms issue more equity when markets become more liquid?," Journal of Financial Economics, Elsevier, vol. 133(1), pages 64-82.
    43. DeYoung, Robert & Kowalik, Michal & Reidhill, Jack, 2013. "A theory of failed bank resolution: Technological change and political economics," Journal of Financial Stability, Elsevier, vol. 9(4), pages 612-627.
    44. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    45. Lee, In & Shin, Yong Jae, 2018. "Fintech: Ecosystem, business models, investment decisions, and challenges," Business Horizons, Elsevier, vol. 61(1), pages 35-46.
    46. repec:bla:jfinan:v:59:y:2004:i:5:p:1957-1978 is not listed on IDEAS
    47. Fan, Joseph P.H. & Wei, K.C. John & Xu, Xinzhong, 2011. "Corporate finance and governance in emerging markets: A selective review and an agenda for future research," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 207-214, April.
    48. Luo, Sumei & Sun, Yongkun & Yang, Fan & Zhou, Guangyou, 2022. "Does fintech innovation promote enterprise transformation? Evidence from China," Technology in Society, Elsevier, vol. 68(C).
    49. Huang, Shuo, 2022. "Does FinTech improve the investment efficiency of enterprises? Evidence from China’s small and medium-sized enterprises," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 571-586.
    50. Darolles, S., 2016. "The rise of fintechs and their regulation," Financial Stability Review, Banque de France, issue 20, pages 85-92, April.
    51. Nadarajah, Sivathaasan & Duong, Huu Nhan & Ali, Searat & Liu, Benjamin & Huang, Allen, 2021. "Stock liquidity and default risk around the world," Journal of Financial Markets, Elsevier, vol. 55(C).
    52. Serge Darolles, 2016. "The rise of FinTechs and their regulation," Post-Print hal-04010169, HAL.
    53. Murinde, Victor & Rizopoulos, Efthymios & Zachariadis, Markos, 2022. "The impact of the FinTech revolution on the future of banking: Opportunities and risks," International Review of Financial Analysis, Elsevier, vol. 81(C).
    54. Stephen H. Penman & Scott A. Richardson & İrem Tuna, 2007. "The Book‐to‐Price Effect in Stock Returns: Accounting for Leverage," Journal of Accounting Research, Wiley Blackwell, vol. 45(2), pages 427-467, May.
    55. Martin Chorzempa & Yiping Huang, 2022. "Chinese Fintech Innovation and Regulation," Asian Economic Policy Review, Japan Center for Economic Research, vol. 17(2), pages 274-292, July.
    56. Liu, Qigui & Tian, Gary, 2012. "Controlling shareholder, expropriations and firm's leverage decision: Evidence from Chinese Non-tradable share reform," Journal of Corporate Finance, Elsevier, vol. 18(4), pages 782-803.
    57. Ağca, Şenay & De Nicolò, Gianni & Detragiache, Enrica, 2013. "Banking sector reforms and corporate leverage in emerging markets," Emerging Markets Review, Elsevier, vol. 17(C), pages 125-149.
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    More about this item

    Keywords

    FinTech; Excess leverage; Financing constraints; Stock liquidity;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • M14 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Corporate Culture; Diversity; Social Responsibility
    • M10 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - General

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