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The fintech revolution: Exploring the potential of fintech finance in reducing corporate credit constraints

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  • Khan, Habib Hussain
  • Ahmad, Mohammad Rais

Abstract

This study investigates the role of fintech financing in alleviating firms' credit constraints across 66 developing and developed countries from 2013 to 2020. In this framework, we also examine various firm and country-level factors, including size, age, industry, ownership structure, financial development, bank competition, and the legal and institutional environment. Our findings indicate that fintech financing reduces investment-to-cash flow sensitivity, suggesting a decrease in financing constraints for firms. This effect is consistent across subcomponents of fintech financing, such as fintech lending and fintech capital raising. Furthermore, small, young, and private firms exhibit greater sensitivity of investment to cash flows. The impact of fintech financing is more pronounced for these entities. Additionally, financial development and a robust legal and institutional environment enhance the positive effects of fintech financing in mitigating firms' financing constraints. Moreover, firms in less competitive banking environments face more significant financing constraints, where fintech financing flourishes and exerts a more considerable impact. While fintech financing generally reduces firms' financing constraints, its effect is more prominent in developing countries. The results remain consistent when utilizing a direct measure of financial constraints and excluding countries with extreme fintech values. The analysis of transmission channels reveals that fintech lessens firms' credit constraints by reducing information asymmetry. The study discusses the implications of these findings for regulators, fintech firms, and small businesses.

Suggested Citation

  • Khan, Habib Hussain & Ahmad, Mohammad Rais, 2025. "The fintech revolution: Exploring the potential of fintech finance in reducing corporate credit constraints," Research in International Business and Finance, Elsevier, vol. 79(C).
  • Handle: RePEc:eee:riibaf:v:79:y:2025:i:c:s0275531925002892
    DOI: 10.1016/j.ribaf.2025.103033
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    1. Tan, Changchun & Mo, Lingyu & Wu, Xiaomeng & Zhou, Peng, 2024. "Fintech development and corporate credit risk: Evidence from an emerging market," International Review of Financial Analysis, Elsevier, vol. 92(C).
    2. Liudmila Zavolokina & Mateusz Dolata & Gerhard Schwabe, 2016. "The FinTech phenomenon: antecedents of financial innovation perceived by the popular press," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-16, December.
    3. Zhang, Xiang & Zhou, Han, 2022. "The effect of market competition on corporate cash holdings: An analysis of corporate innovation and financial constraint," International Review of Financial Analysis, Elsevier, vol. 82(C).
    4. Mais Sha'Ban & Rym Ayadi & Yeganeh Forouheshfar & Sandra Challita & Serena Sandri, 2024. "Digital and traditional financial inclusion : Trends and drivers," Post-Print hal-04692539, HAL.
    5. Franz Flögel & Marius Beckamp, 2020. "Will FinTech make regional banks superfluous for small firm finance? Observations from soft information‐based lending in Germany," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 49(2), July.
    6. Christopher A. Hennessy & Toni M. Whited, 2007. "How Costly Is External Financing? Evidence from a Structural Estimation," Journal of Finance, American Finance Association, vol. 62(4), pages 1705-1745, August.
    7. Harald Hau & Yi Huang & Hongzhe Shan & Zixia Sheng, 2021. "FinTech Credit and Entrepreneurial Growth," Swiss Finance Institute Research Paper Series 21-47, Swiss Finance Institute.
    8. Kampouris, Ilias & Mertzanis, Charilaos & Samitas, Aristeidis, 2022. "Foreign ownership and the financing constraints of firms operating in a multinational environment," International Review of Financial Analysis, Elsevier, vol. 83(C).
    9. Thakor, Anjan V., 2020. "Fintech and banking: What do we know?," Journal of Financial Intermediation, Elsevier, vol. 41(C).
    10. Philippon, Thomas, 2016. "The FinTech Opportunity," CEPR Discussion Papers 11409, C.E.P.R. Discussion Papers.
    11. Li, Jianping & Li, Jingyu & Zhu, Xiaoqian & Yao, Yinhong & Casu, Barbara, 2020. "Risk spillovers between FinTech and traditional financial institutions: Evidence from the U.S," International Review of Financial Analysis, Elsevier, vol. 71(C).
    12. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    13. Heitor Almeida & Murillo Campello, 2007. "Financial Constraints, Asset Tangibility, and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1429-1460, 2007 12.
    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. Yang Lyu & Zheng Ji & Xiaoqi Zhang & Zhe Zhan, 2023. "Can Fintech Alleviate the Financing Constraints of Enterprises?—Evidence from the Chinese Securities Market," Sustainability, MDPI, vol. 15(5), pages 1-21, February.
    16. Cuadros-Solas, Pedro J. & Cubillas, Elena & Salvador, Carlos & Suárez, Nuria, 2024. "Digital disruptors at the gate. Does FinTech lending affect bank market power and stability?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 92(C).
    17. Gao, Cuiyun & Wang, Qian, 2023. "Does digital finance aggravate bank competition? Evidence from China," Research in International Business and Finance, Elsevier, vol. 66(C).
    18. Habib Hussain Khan & Rubi Binit Ahmad & Chan Sok Gee, 2016. "Market Structure, Financial Dependence and Industrial Growth: Evidence from the Banking Industry in Emerging Asian Economies," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-24, August.
    19. 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.
    20. Mohammad Abdullah & G M Wali Ullah & Zunaidah Sulong & Habibur Rahman Fuszder, 2025. "The Impact of Fintech on Global Entrepreneurship and Business Development," Springer Books, in: Mahmoud Moussa & Adela McMurray (ed.), The Palgrave Handbook of Breakthrough Technologies in Contemporary Organisations, chapter 0, pages 399-414, Springer.
    21. Lei Xu & Qian Liu & Bin Li & Chen Ma, 2022. "Fintech business and firm access to bank loans," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(4), pages 4381-4421, December.
    22. Cuadros-Solas, Pedro J. & Cubillas, Elena & Salvador, Carlos, 2023. "Does alternative digital lending affect bank performance? Cross-country and bank-level evidence," International Review of Financial Analysis, Elsevier, vol. 90(C).
    23. Wang, Yichen & Hu, Jun & Chen, Jia, 2023. "Does Fintech facilitate cross-border M&As? Evidence from Chinese A-share listed firms," International Review of Financial Analysis, Elsevier, vol. 85(C).
    24. Omer Brav, 2009. "Access to Capital, Capital Structure, and the Funding of the Firm," Journal of Finance, American Finance Association, vol. 64(1), pages 263-308, February.
    25. Wu, Xin & Jin, Tianhe & Yang, Keng & Qi, Hanying, 2023. "The impact of bank FinTech on commercial banks' risk-taking in China," International Review of Financial Analysis, Elsevier, vol. 90(C).
    26. Berger, Allen N. & Saunders, Anthony & Scalise, Joseph M. & Udell, Gregory F., 1998. "The effects of bank mergers and acquisitions on small business lending," Journal of Financial Economics, Elsevier, vol. 50(2), pages 187-229, November.
    27. Xu, Yueli & Peng, Zhan & Sun, Zhaojun & Zhan, Huanqi & Li, Shuai, 2022. "Does digital finance lessen credit rationing?—Evidence from Chinese farmers," Research in International Business and Finance, Elsevier, vol. 62(C).
    28. Misraku Molla Ayalew & Zhang Xianzhi, 2019. "Bank Competition and Access to Finance: Evidence from African Countries," Journal of Industry, Competition and Trade, Springer, vol. 19(1), pages 155-184, March.
    29. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LLC, vol. 9(1), pages 86-136, March.
    30. Pandey, Dharen Kumar & Hassan, M.Kabir & Kumari, Vineeta & Zaied, Younes Ben & Rai, Varun Kumar, 2024. "Mapping the landscape of FinTech in banking and finance: A bibliometric review," Research in International Business and Finance, Elsevier, vol. 67(PA).
    31. Habib Hussain Khan & Abdul Ghafoor & Fiza Qureshi & Ijaz Ur Rehman, 2018. "Bank Competition, Financial Development and Growth of Financially Dependent Industries: Fresh Evidence from China," Global Economic Review, Taylor & Francis Journals, vol. 47(2), pages 108-134, April.
    32. Robert E. Carpenter & Bruce C. Petersen, 2002. "Is The Growth Of Small Firms Constrained By Internal Finance?," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 298-309, May.
    33. Hasan, Iftekhar & Jackowicz, Krzysztof & Jagiełło, Robert & Kowalewski, Oskar & Kozłowski, Łukasz, 2021. "Local banks as difficult-to-replace SME lenders: Evidence from bank corrective programs," Journal of Banking & Finance, Elsevier, vol. 123(C).
    34. Inessa Love, 2003. "Financial Development and Financing Constraints: International Evidence from the Structural Investment Model," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 765-791, July.
    35. Beck, Thorsten & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2004. "Bank Competition and Access to Finance: International Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 627-648, June.
    36. Wang, Haijun & Mao, Kunyuan & Wu, Wanting & Luo, Haohan, 2023. "Fintech inputs, non-performing loans risk reduction and bank performance improvement," International Review of Financial Analysis, Elsevier, vol. 90(C).
    37. Zhou, Nan & Sun, Ruohan, 2024. "Coping with the storm: The role of fintech in SME survival," International Review of Financial Analysis, Elsevier, vol. 93(C).
    38. René M. Stulz, 2019. "FinTech, BigTech, and the Future of Banks," Journal of Applied Corporate Finance, Morgan Stanley, vol. 31(4), pages 86-97, December.
    39. Sun, Xiaoyan & Xie, Xuanli, 2024. "How does digital finance promote entrepreneurship? The roles of traditional financial institutions and BigTech firms," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    40. 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.
    41. Dong, Xiao & Yu, Mingzhe, 2023. "Does FinTech development facilitate firms' innovation? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 89(C).
    42. Choudhary, Priya & Thenmozhi, M., 2024. "Fintech and financial sector: ADO analysis and future research agenda," International Review of Financial Analysis, Elsevier, vol. 93(C).
    43. Stijn Claessens & Luc Laeven, 2005. "Financial Dependence, Banking Sector Competition, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 3(1), pages 179-207, March.
    44. 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.
    45. Wang, Xiaodong & Han, Liang & Huang, Xing, 2020. "Bank competition, concentration and EU SME cost of debt," International Review of Financial Analysis, Elsevier, vol. 71(C).
    46. Álvarez, Roberto & Bertin, Mauricio Jara, 2016. "Banking competition and firm-level financial constraints in Latin America," Emerging Markets Review, Elsevier, vol. 28(C), pages 89-104.
    47. Ryan, Robert M. & O’Toole, Conor M. & McCann, Fergal, 2014. "Does bank market power affect SME financing constraints?," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 495-505.
    48. Habib Hussain Khan, 2022. "Structure of banking industry and firms' risk-taking: firm-level evidence from China," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 19(4), pages 941-963, August.
    49. Goetz, Martin R., 2018. "Competition and bank stability," Journal of Financial Intermediation, Elsevier, vol. 35(PA), pages 57-69.
    50. Julapa Jagtiani & Catharine Lemieux, 2019. "The roles of alternative data and machine learning in fintech lending: Evidence from the LendingClub consumer platform," Financial Management, Financial Management Association International, vol. 48(4), pages 1009-1029, December.
    51. Liu, Guangqiang & Wang, Shenghua, 2023. "Digital transformation and trade credit provision: Evidence from China," Research in International Business and Finance, Elsevier, vol. 64(C).
    52. 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.
    53. Zhiwei Zhang & Dayong Zhang & Josef C. Brada & Ali M. Kutan, 2019. "Does Bank Competition Alleviate Financing Constraints in China? Further Evidence From Listed Firms," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(9), pages 2124-2145, July.
    54. Lee, In & Shin, Yong Jae, 2018. "Fintech: Ecosystem, business models, investment decisions, and challenges," Business Horizons, Elsevier, vol. 61(1), pages 35-46.
    55. Wu, Haiyan & Qiao, Yuxuan & Luo, Chuxiang, 2024. "Cross-border e-commerce, trade digitisation and enterprise export resilience," Finance Research Letters, Elsevier, vol. 65(C).
    56. John Asker & Joan Farre-Mensa & Alexander Ljungqvist, 2015. "Corporate Investment and Stock Market Listing: A Puzzle?," The Review of Financial Studies, Society for Financial Studies, vol. 28(2), pages 342-390.
    57. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    58. Yang, Tongbin & Zhou, Bo, 2024. "Local FinTech development, industrial structure, and north-south economic disparity in China," International Review of Financial Analysis, Elsevier, vol. 93(C).
    59. Sherry Tao Kong & Nicholas Loubere, 2021. "Digitally Down to the Countryside: Fintech and Rural Development in China," Journal of Development Studies, Taylor & Francis Journals, vol. 57(10), pages 1739-1754, October.
    60. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    61. Agostino, Mariarosaria & Gagliardi, Francesca & Trivieri, Francesco, 2010. "Credit market structure and bank screening: An indirect test on Italian data," Review of Financial Economics, Elsevier, vol. 19(4), pages 151-160, October.
    62. Shannon Mudd, 2013. "Bank Structure, Relationship Lending and Small Firm Access to Finance: A Cross-Country Investigation," Journal of Financial Services Research, Springer;Western Finance Association, vol. 44(2), pages 149-174, October.
    63. Kowalewski, Oskar & Pisany, Paweł & Ślązak, Emil, 2022. "Digitalization and data, institutional quality and culture as drivers of technology-based credit providers," Journal of Economics and Business, Elsevier, vol. 121(C).
    64. Sha’ban, Mais & Ayadi, Rym & Forouheshfar, Yeganeh & Challita, Sandra & Sandri, Serena, 2024. "Digital and traditional financial inclusion: Trends and drivers," Research in International Business and Finance, Elsevier, vol. 72(PB).
    65. Banna, Hasanul & Mia, Md Aslam & Nourani, Mohammad & Yarovaya, Larisa, 2022. "Fintech-based Financial Inclusion and Risk-taking of Microfinance Institutions (MFIs): Evidence from Sub-Saharan Africa," Finance Research Letters, Elsevier, vol. 45(C).
    66. Tara Rice & Philip E. Strahan, 2010. "Does Credit Competition Affect Small‐Firm Finance?," Journal of Finance, American Finance Association, vol. 65(3), pages 861-889, June.
    67. 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.
    68. Meslier, Céline & Sauviat, Alain & Yuan, Dian, 2020. "Comparative advantages of regional versus national banks in alleviating SME's financial constraints," International Review of Financial Analysis, Elsevier, vol. 71(C).
    69. Santiago Carbó-Valverde & Francisco Rodríguez-Fernández & Gregory F. Udell, 2009. "Bank Market Power and SME Financing Constraints," Review of Finance, European Finance Association, vol. 13(2), pages 309-340.
    70. repec:imf:imfsdn:15/8 is not listed on IDEAS
    71. Mohd Daud, Siti Nurazira & Ahmad, Abd Halim & Trinugroho, Irwan, 2024. "Financial inclusion, digital technology, and economic growth: Further evidence," Research in International Business and Finance, Elsevier, vol. 70(PB).
    72. 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).
    73. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    74. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    75. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    76. Wang, Xiaodong & Han, Liang & Huang, Xing, 2020. "Bank market power and SME finance: Firm-bank evidence from European countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 64(C).
    77. Merton, Robert C. & Thakor, Richard T., 2019. "Customers and investors: A framework for understanding the evolution of financial institutions," Journal of Financial Intermediation, Elsevier, vol. 39(C), pages 4-18.
    78. Anthony Saunders & Sascha Steffen, 2011. "The Costs of Being Private: Evidence from the Loan Market," The Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 4091-4122.
    79. Han Chen & Soon Suk Yoon, 2022. "Does technology innovation in finance alleviate financing constraints and reduce debt-financing costs? Evidence from China," Asia Pacific Business Review, Taylor & Francis Journals, vol. 28(4), pages 467-492, August.
    80. Khan, Habib Hussain & Kutan, Ali M. & Qureshi, Fiza, 2024. "Fintech integration: Driving efficiency in banking institutions across the developing nations," Finance Research Letters, Elsevier, vol. 67(PA).
    81. 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.
    82. Christian Haddad & Lars Hornuf, 2019. "The emergence of the global fintech market: economic and technological determinants," Small Business Economics, Springer, vol. 53(1), pages 81-105, June.
    83. Beck, Thorsten & Demirguc-Kunt, Asli, 2006. "Small and medium-size enterprises: Access to finance as a growth constraint," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2931-2943, November.
    84. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    85. Santiago Carbó Valverde & Francisco Rodríguez Fernández, 2020. "Financial Digitalization: Banks, Fintech, Bigtech, And Consumers," Journal of Financial Management, Markets and Institutions (JFMMI), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-13, June.
    86. Ms. Ratna Sahay & Mr. Martin Cihak & Mr. Papa M N'Diaye & Mr. Adolfo Barajas & Ms. Diana B Ayala Pena & Ran Bi & Miss Yuan Gao & Ms. Annette J Kyobe & Lam Nguyen & Christian Saborowski & Katsiaryna Sv, 2015. "Rethinking Financial Deepening: Stability and Growth in Emerging Markets," IMF Staff Discussion Notes 2015/008, International Monetary Fund.
    87. Dao Ha & Phuong Le & Duc Khuong Nguyen, 2025. "Financial inclusion and fintech: a state-of-the-art systematic literature review," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-42, December.
    88. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    89. Edmund Mallinguh & Christopher Wasike & Zeman Zoltan, 2020. "Technology Acquisition and SMEs Performance, the Role of Innovation, Export and the Perception of Owner-Managers," JRFM, MDPI, vol. 13(11), pages 1-19, October.
    90. Meghana Ayyagari & Pedro Juarros & Maria Soledad Martinez Peria & Sandeep Singh, 2021. "Access to Finance and Job Growth: Firm-Level Evidence across Developing Countries [Big constraints to small firms’ growth? Business environment and employment growth across firms]," Review of Finance, European Finance Association, vol. 25(5), pages 1473-1496.
    91. Zhao, Yang & Goodell, John W. & Dong, Qingli & Wang, Yong & Abedin, Mohammad Zoynul, 2022. "Overcoming spatial stratification of fintech inclusion: Inferences from across Chinese provinces to guide policy makers," International Review of Financial Analysis, Elsevier, vol. 84(C).
    92. Leon, Florian, 2015. "Does bank competition alleviate credit constraints in developing countries?," Journal of Banking & Finance, Elsevier, vol. 57(C), pages 130-142.
    93. Hao, Jing & Peng, Mengzu & He, Wenjia, 2023. "Digital finance development and bank liquidity creation," International Review of Financial Analysis, Elsevier, vol. 90(C).
    94. 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.
    95. 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.
    96. Ratna Sahay & Martin Cihak & Papa M N'Diaye & Adolfo Barajas & Diana B Ayala Pena & Ran Bi & Yuan Gao & Annette J Kyobe & Lam Nguyen & Christian Saborowski & Katsiaryna Svirydzenka & Seyed Reza Yousef, 2015. "Rethinking Financial Deepening; Stability and Growth in Emerging Markets," IMF Staff Discussion Notes 15/08, International Monetary Fund.
    97. Hodula, Martin, 2022. "Does Fintech credit substitute for traditional credit? Evidence from 78 countries," Finance Research Letters, Elsevier, vol. 46(PB).
    98. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    99. 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.
    100. Hussain Khan, Habib & Kutan, Ali M., 2023. "Banking sector competition and firms’ financial constraints: Firm-Level evidence from developing economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
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