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Do macroprudential policies influence FinTech credit growth?

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  • Sikalao-Lekobane, Onneetse L.

Abstract

This study examines the impact of macroprudential policies on FinTech credit growth using unbalanced panel dataset from 25 countries, comprising advanced and emerging economies, covering 2005q1 to 2018q4. Employing fixed effects (FE) and feasible generalized least squares (FGLS) models, the analysis reveals that aggregate macroprudential policy action positively influences FinTech credit growth. The analysis further uncovers that the tightening action of macroprudential policies largely drives this effect, suggesting regulatory arbitrage where credit shifts from banks to the nonbank FinTech sector. The findings raise concerns that macroprudential policies effectiveness may be undermined by FinTech credit expansion, potentially increasing financial stability risks. The research calls for policy measures addressing FinTech credit to ensure a stable financial system and prevent regulatory leakage. It also provides insights into the debate on using macroprudential policies beyond the banking sector.

Suggested Citation

  • Sikalao-Lekobane, Onneetse L., 2025. "Do macroprudential policies influence FinTech credit growth?," Economic Modelling, Elsevier, vol. 151(C).
  • Handle: RePEc:eee:ecmode:v:151:y:2025:i:c:s0264999325002287
    DOI: 10.1016/j.econmod.2025.107233
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    1. Akinci, Ozge & Olmstead-Rumsey, Jane, 2018. "How effective are macroprudential policies? An empirical investigation," Journal of Financial Intermediation, Elsevier, vol. 33(C), pages 33-57.
    2. Thakor, Anjan, 2020. "Corrigendum to: Fintech and Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    3. Ms. Juliana Dutra Araujo & Manasa Patnam & Ms. Adina Popescu & Mr. Fabian Valencia & Weijia Yao, 2020. "Effects of Macroprudential Policy: Evidence from Over 6,000 Estimates," IMF Working Papers 2020/067, International Monetary Fund.
    4. Krenz, Johanna & Verma, Akhilesh K, 2023. "A leaky pipeline: Macroprudential policy shocks, non-bank financial intermediation and systemic risk in Europe," WiSo-HH Working Paper Series 79, University of Hamburg, Faculty of Business, Economics and Social Sciences, WISO Research Laboratory.
    5. Mr. Eugenio M Cerutti & Haonan Zhou, 2018. "Cross-border Banking and the Circumvention of Macroprudential and Capital Control Measures," IMF Working Papers 2018/217, International Monetary Fund.
    6. Meuleman, Elien & Vander Vennet, Rudi, 2020. "Macroprudential policy and bank systemic risk," Journal of Financial Stability, Elsevier, vol. 47(C).
    7. Wang Daoping & Liu Yangjingzhuo & Xu Yuxuan & Liu Linlin, 2022. "Fintech, Macroprudential Supervision and Systematic Risk in China’s Banks," China Finance and Economic Review, De Gruyter, vol. 11(4), pages 110-129, December.
    8. Laeven, Luc & Valencia, Fabian, 2020. "Systemic Banking Crises Database: A Timely Update in COVID-19 Times," CEPR Discussion Papers 14569, C.E.P.R. Discussion Papers.
    9. Mehmet Fatih Ekinci & Turalay Kenc & Unay Tamgac Tezcan, 2024. "Effectiveness of Macroprudential Policies on Credit Surge and Stop Episodes," Open Economies Review, Springer, vol. 35(5), pages 1085-1113, November.
    10. Soyoung Kim & Aaron Mehrotra, 2018. "Effects of Monetary and Macroprudential Policies—Evidence from Four Inflation Targeting Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(5), pages 967-992, August.
    11. Hodula, Martin & Ngo, Ngoc Anh, 2024. "Does macroprudential policy leak? Evidence from shadow bank lending in EU countries," Economic Modelling, Elsevier, vol. 132(C).
    12. Gabriel Jiménez & Steven Ongena & José-Luis Peydró & Jesús Saurina, 2017. "Macroprudential Policy, Countercyclical Bank Capital Buffers, and Credit Supply: Evidence from the Spanish Dynamic Provisioning Experiments," Journal of Political Economy, University of Chicago Press, vol. 125(6), pages 2126-2177.
    13. Braggion, Fabio & Manconi, Alberto & Zhu, Haikun, 2023. "Household credit and regulatory arbitrage: Evidence from online marketplace lending," Other publications TiSEM 9fbc0f2e-26f5-414f-8384-c, Tilburg University, School of Economics and Management.
    14. Stijn Claessens, 2015. "An Overview of Macroprudential Policy Tools," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 397-422, December.
    15. Luc Laeven & Fabian Valencia, 2020. "Systemic Banking Crises Database II," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 68(2), pages 307-361, June.
    16. Giulio Cornelli & Jon Frost & Leonardo Gambacorta & Raghavendra Rau & Robert Wardrop & Tania Ziegler, 2020. "Fintech and big tech credit: a new database," BIS Working Papers 887, Bank for International Settlements.
    17. Jagtiani, Julapa & Lemieux, Catharine, 2018. "Do fintech lenders penetrate areas that are underserved by traditional banks?," Journal of Economics and Business, Elsevier, vol. 100(C), pages 43-54.
    18. Fabio Braggion & Alberto Manconi & Haikun Zhu, 2023. "Household Credit and Regulatory Arbitrage: Evidence from Online Marketplace Lending," Management Science, INFORMS, vol. 69(10), pages 6271-6292, October.
    19. Richter, Björn & Schularick, Moritz & Shim, Ilhyock, 2019. "The costs of macroprudential policy," Journal of International Economics, Elsevier, vol. 118(C), pages 263-282.
    20. Zohair Alam & Adrian Alter & Jesse Eiseman & Gaston Gelos & Heedon Kang & Machiko Narita & Erlend Nier & Naixi Wang, 2025. "Digging Deeper—Evidence on the Effects of Macroprudential Policies from a New Database," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 57(5), pages 1135-1166, August.
    21. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2018. "Fintech, regulatory arbitrage, and the rise of shadow banks," Journal of Financial Economics, Elsevier, vol. 130(3), pages 453-483.
    22. Benbouzid, Nadia & Kumar, Abhishek & Mallick, Sushanta K. & Sousa, Ricardo M. & Stojanovic, Aleksandar, 2022. "Bank credit risk and macro-prudential policies: Role of counter-cyclical capital buffer," Journal of Financial Stability, Elsevier, vol. 63(C).
    23. Jerry Hausman, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    24. Janko Cizel & Jon Frost & Aerdt Houben & Peter Wierts, 2019. "Effective Macroprudential Policy: Cross‐Sector Substitution from Price and Quantity Measures," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(5), pages 1209-1235, August.
    25. Giovanni Dell’Ariccia & Deniz Igan & Luc Laeven & Hui Tong, 2016. "Credit booms and macrofinancial stability," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 31(86), pages 299-355.
    26. De Schryder, Selien & Opitz, Frederic, 2021. "Macroprudential policy and its impact on the credit cycle," Journal of Financial Stability, Elsevier, vol. 53(C).
    27. Jon Frost & Leonardo Gambacorta & Yi Huang & Hyun Song Shin & Pablo Zbinden, 2019. "BigTech and the changing structure of financial intermediation," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(100), pages 761-799.
    28. Cornelli, Giulio & Frost, Jon & Gambacorta, Leonardo & Rau, P. Raghavendra & Wardrop, Robert & Ziegler, Tania, 2023. "Fintech and big tech credit: Drivers of the growth of digital lending," Journal of Banking & Finance, Elsevier, vol. 148(C).
    29. Stijn Claessens & Jon Frost & Grant Turner & Feng Zhu, 2018. "Fintech credit markets around the world: size, drivers and policy issues," BIS Quarterly Review, Bank for International Settlements, September.
    30. Gebauer, Stefan & Mazelis, Falk, 2023. "Macroprudential regulation and leakage to the shadow banking sector," European Economic Review, Elsevier, vol. 154(C).
    31. Stijn Claessens & Giulio Cornelli & Leonardo Gambacorta & Francesco Manaresi & Yasushi Shiinad, 2023. "Do Macroprudential Policies Affect Non-bank Financial Intermediation?," International Journal of Central Banking, International Journal of Central Banking, vol. 19(5), pages 185-236, December.
    32. Rustom M Irani & Rajkamal Iyer & Ralf R Meisenzahl & José-Luis Peydró, 2021. "The Rise of Shadow Banking: Evidence from Capital Regulation [Securities trading by banks and credit supply: Micro-evidence from the crisis]," The Review of Financial Studies, Society for Financial Studies, vol. 34(5), pages 2181-2235.
    33. Nakatani, Ryota, 2020. "Macroprudential policy and the probability of a banking crisis," Journal of Policy Modeling, Elsevier, vol. 42(6), pages 1169-1186.
    34. Zhao, Yang & Goodell, John W. & Wang, Yong & Abedin, Mohammad Zoynul, 2023. "Fintech, macroprudential policies and bank risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    35. Gadatsch, Niklas & Mann, Lukas & Schnabel, Isabel, 2018. "A new IV approach for estimating the efficacy of macroprudential measures," Economics Letters, Elsevier, vol. 168(C), pages 107-109.
    36. Ouyang, Alice Y. & Wang, Jifan, 2022. "Shadow banking, macroprudential policy, and bank stability: Evidence from China’s wealth management product market," Journal of Asian Economics, Elsevier, vol. 78(C).
    37. Sikalao-Lekobane, Onneetse L., 2024. "Does FinTech credit enhance or disrupt financial stability?," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    38. Calebe de Roure & Loriana Pelizzon & Anjan Thakor, 2022. "P2P Lenders versus Banks: Cream Skimming or Bottom Fishing? [Loan officer incentives, internal rating models and default rates]," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 11(2), pages 213-262.
    39. Noman, Abu Hanifa Md. & Gee, Chan Sok & Isa, Che Ruhana, 2018. "Does bank regulation matter on the relationship between competition and financial stability? Evidence from Southeast Asian countries," Pacific-Basin Finance Journal, Elsevier, vol. 48(C), pages 144-161.
    40. de Mendonça, Helder Ferreira & Nascimento, Natalia Cunha, 2020. "Monetary policy efficiency and macroeconomic stability: Do financial openness and economic globalization matter?," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    41. Cerutti, Eugenio & Claessens, Stijn & Laeven, Luc, 2017. "The use and effectiveness of macroprudential policies: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 203-224.
    42. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    43. Zhang, Zan & Hu, Wenjun & Chang, Tsangyao, 2019. "Nonlinear effects of P2P lending on bank loans in a Panel Smooth Transition Regression model," International Review of Economics & Finance, Elsevier, vol. 59(C), pages 468-473.
    44. Alessi, Lucia & Detken, Carsten, 2018. "Identifying excessive credit growth and leverage," Journal of Financial Stability, Elsevier, vol. 35(C), pages 215-225.
    45. Margarita Rubio, 2024. "Macroprudential policy implementation in a heterogeneous monetary union," Oxford Economic Papers, Oxford University Press, vol. 76(2), pages 351-374.
    46. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    47. Kang, Qiaoling & Wu, Ji & Chen, Minghua & Jeon, Bang Nam, 2021. "Do macroprudential policies affect the bank financing of firms in China? Evidence from a quantile regression approach," Journal of International Money and Finance, Elsevier, vol. 115(C).
    48. Shekhar Aiyar & Charles W. Calomiris & Tomasz Wieladek, 2014. "Does Macro‐Prudential Regulation Leak? Evidence from a UK Policy Experiment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 181-214, February.
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    JEL classification:

    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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