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Has FinTech changed the sensitivity of corporate investment to interest rates?—Evidence from China

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  • Lu, Yao
  • Zhan, Shuwei
  • Zhan, Minghua

Abstract

Taking into account the differences in the capabilities of FinTech to process standardized and non-standardized information within the credit market, this study introduces a novel perspective: FinTech has dual opposing effects on the interest rate sensitivity of corporate investment. Utilizing data from 2010Q1 to 2020Q4 of China, we empirically test this new viewpoint using the system-GMM and dynamic panel quantile regression methods. The results indicate that, overall, FinTech enhances banks' abilities to process standardized information but does not significantly weaken their capacity to handle non-standardized information. Consequently, banking FinTech amplifies the impact of interest rates on investment. However, further heterogeneity analysis reveals that FinTech does not have a significant impact on the interest rate sensitivity of investment for state-owned enterprises. Contrary to the prevalent belief that FinTech has inclusive benefits, its positive effects on small and medium-sized enterprises (SMEs) are noticeably diminished in regions with lower degrees of marketization, where non-standardized information dominates the credit market. The study's policy implications indicate that the impact of FinTech on alleviating SMEs financing constraints in developing countries may be overstated. Effective FinTech implementation necessitates synergies with market-oriented reforms. Government focus should pivot towards market-driven institutional changes, as relying solely on technological advancements for a 'leapfrog' strategy is likely to prove challenging.

Suggested Citation

  • Lu, Yao & Zhan, Shuwei & Zhan, Minghua, 2024. "Has FinTech changed the sensitivity of corporate investment to interest rates?—Evidence from China," Research in International Business and Finance, Elsevier, vol. 68(C).
    • Handle: RePEc:eee:riibaf:v:68:y:2024:i:c:s0275531923002945
    DOI: 10.1016/j.ribaf.2023.102168
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    as
    1. 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.
    2. 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.
    3. Lv, Panpan & Xiong, Hu, 2022. "Can FinTech improve corporate investment efficiency? Evidence from China," Research in International Business and Finance, Elsevier, vol. 60(C).
    4. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    5. Kaiji Chen & Jue Ren & Tao Zha, 2018. "The Nexus of Monetary Policy and Shadow Banking in China," American Economic Review, American Economic Association, vol. 108(12), pages 3891-3936, December.
    6. Ding, Na & Gu, Leilei & Peng, Yuchao, 2022. "Fintech, financial constraints and innovation: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 73(C).
    7. Saint-Paul, Gilles, 1992. "Technological choice, financial markets and economic development," European Economic Review, Elsevier, vol. 36(4), pages 763-781, May.
    8. Leonardo Gambacorta & Paolo Emilio Mistrulli, 2014. "Bank Heterogeneity and Interest Rate Setting: What Lessons Have We Learned since Lehman Brothers?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(4), pages 753-778, June.
    9. Greg Buchak & Gregor Matvos & Tomasz Piskorski & Amit Seru, 2024. "Beyond the Balance Sheet Model of Banking: Implications for Bank Regulation and Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 132(2), pages 616-693.
    10. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    11. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    12. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    13. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    14. Itay Goldstein & Wei Jiang & G Andrew Karolyi, 2019. "To FinTech and Beyond," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1647-1661.
    15. Beck, Thorsten & Degryse, Hans & De Haas, Ralph & van Horen, Neeltje, 2018. "When arm's length is too far: Relationship banking over the credit cycle," Journal of Financial Economics, Elsevier, vol. 127(1), pages 174-196.
    16. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    17. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    18. 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).
    19. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    20. Marko Jakšič & Matej Marinč, 2019. "Relationship banking and information technology: the role of artificial intelligence and FinTech," Risk Management, Palgrave Macmillan, vol. 21(1), pages 1-18, March.
    21. Morse, Adair, 2011. "Payday lenders: Heroes or villains?," Journal of Financial Economics, Elsevier, vol. 102(1), pages 28-44, October.
    22. Hennessy, Christopher A. & Levy, Amnon & Whited, Toni M., 2007. "Testing Q theory with financing frictions," Journal of Financial Economics, Elsevier, vol. 83(3), pages 691-717, March.
    23. Morisset, Jacques, 1993. "Does financial liberalization really improve private investment in developing countries?," Journal of Development Economics, Elsevier, vol. 40(1), pages 133-150, February.
    24. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    25. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    26. 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.
    27. Yoshiaki Ogura & Hirofumi Uchida, 2014. "Bank Consolidation and Soft Information Acquisition in Small Business Lending," Journal of Financial Services Research, Springer;Western Finance Association, vol. 45(2), pages 173-200, April.
    28. Stijn Claessens & Neeltje Van Horen, 2014. "Foreign Banks: Trends and Impact," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 295-326, February.
    29. Chen, Shimin & Sun, Zheng & Tang, Song & Wu, Donghui, 2011. "Government intervention and investment efficiency: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 259-271, April.
    30. Chen, Yi & Du, Kai, 2020. "The role of information disclosure in financial intermediation with investment risk," Journal of Financial Stability, Elsevier, vol. 46(C).
    31. Jeffry M. Netter & William L. Megginson, 2001. "From State to Market: A Survey of Empirical Studies on Privatization," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 321-389, June.
    32. Mervyn K. Lewis, 1992. "Modern Banking in Theory and Practice," Revue Économique, Programme National Persée, vol. 43(2), pages 203-228.
    33. Angori, Gabriele & Aristei, David & Gallo, Manuela, 2020. "Banking relationships, firm-size heterogeneity and access to credit: Evidence from European firms," Finance Research Letters, Elsevier, vol. 33(C).
    34. Enrica Detragiache & Paolo Garella & Luigi Guiso, 2000. "Multiple versus Single Banking Relationships: Theory and Evidence," Journal of Finance, American Finance Association, vol. 55(3), pages 1133-1161, June.
    35. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    36. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    37. Fiordelisi, Franco & Mare, Davide Salvatore, 2013. "Probability of default and efficiency in cooperative banking," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 30-45.
    38. Giorgio Gobbi & Enrico Sette, 2014. "Do Firms Benefit from Concentrating their Borrowing? Evidence from the Great Recession," Review of Finance, European Finance Association, vol. 18(2), pages 527-560.
    39. Mathias Drehmann & Claudio Borio & Kostas Tsatsaronis, 2012. "Characterising the financial cycle: don't lose sight of the medium term!," BIS Working Papers 380, Bank for International Settlements.
    40. Ferri, Giovanni & Murro, Pierluigi & Peruzzi, Valentina & Rotondi, Zeno, 2019. "Bank lending technologies and credit availability in Europe: What can we learn from the crisis?," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 128-148.
    41. Acosta-Henao, Miguel & Pratap, Sangeeta & Taboada, Manuel, 2023. "Four facts about relationship lending: The case of Chile 2012-2019," Journal of Corporate Finance, Elsevier, vol. 80(C).
    42. Sitara Karim & Muhammad Abubakr Naeem, 2022. "Do global factors drive the interconnectedness among green, Islamic and conventional financial markets?," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 18(4), pages 639-660, February.
    43. Andi Duqi & Angelo Tomaselli & Giuseppe Torluccio, 2018. "Is Relationship Lending Still A Mixed Blessing? A Review Of Advantages And Disadvantages For Lenders And Borrowers," Journal of Economic Surveys, Wiley Blackwell, vol. 32(5), pages 1446-1482, December.
    44. Wang, Yang & Xiuping, Sui & Zhang, Qi, 2021. "Can fintech improve the efficiency of commercial banks? —An analysis based on big data," Research in International Business and Finance, Elsevier, vol. 55(C).
    45. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    46. 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.
    47. Tobias Berg & Valentin Burg & Ana Gombović & Manju Puri, 2020. "On the Rise of FinTechs: Credit Scoring Using Digital Footprints," The Review of Financial Studies, Society for Financial Studies, vol. 33(7), pages 2845-2897.
    48. Deng, Lu & Jiang, Ping & Li, Sifei & Liao, Mingqing, 2020. "Government intervention and firm investment," Journal of Corporate Finance, Elsevier, vol. 63(C).
    49. David Powell, 2022. "Quantile regression with nonadditive fixed effects," Empirical Economics, Springer, vol. 63(5), pages 2675-2691, November.
    50. John Sedunov, 2017. "Does Bank Technology Affect Small Business Lending Decisions?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 40(1), pages 5-32, March.
    51. Huan Tang, 2019. "Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1900-1938.
    52. Pang, Jiaren & Wu, Haibin, 2009. "Financial markets, financial dependence, and the allocation of capital," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 810-818, May.
    53. 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).
    54. 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.
    55. Townsend, Robert M., 1979. "Optimal contracts and competitive markets with costly state verification," Journal of Economic Theory, Elsevier, vol. 21(2), pages 265-293, October.
    56. Lin, Xiaochi & Zhang, Yi, 2009. "Bank ownership reform and bank performance in China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 20-29, January.
    57. Joao F. Gomes, 2001. "Financing Investment," American Economic Review, American Economic Association, vol. 91(5), pages 1263-1285, December.
    58. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    59. Leonardo Gambacorta, 2016. "Relationship and Transaction Lending: New Evidence and Perspectives," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(1), pages 70-75, January.
    60. 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.
    61. Casalin, Fabrizio & Dia, Enzo, 2014. "Adjustment costs, financial frictions and aggregate investment," Journal of Economics and Business, Elsevier, vol. 75(C), pages 60-79.
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    More about this item

    Keywords

    Banking FinTech; Corporate investment; Loan interest rate; Sensitivity;
    All these keywords.

    JEL classification:

    • E2 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment
    • E4 - Macroeconomics and Monetary Economics - - Money and Interest Rates
    • G1 - Financial Economics - - General Financial Markets

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