Fintech and large banks for SME financing: Evidence from China
Lei Ming
College of Finance and Statistics, Hunan University, Changsha, China
Financial Development and Credit Management Research Center of, Hunan University, Changsha, China
Search for more papers by this authorYifan Wu
Center for Economics, Finance and Management Studies, Hunan University, Changsha, China
Search for more papers by this authorShenggang Yang
Financial Development and Credit Management Research Center of, Hunan University, Changsha, China
Business School, Hunan University, Changsha, China
Search for more papers by this authorCorresponding Author
Xiaolin Yang
College of Finance and Statistics, Hunan University, Changsha, China
Financial Development and Credit Management Research Center of, Hunan University, Changsha, China
Correspondence
Xiaolin Yang, College of Finance and Statistics, Hunan University, Changsha, China.
Email: [email protected]
Search for more papers by this authorLei Ming
College of Finance and Statistics, Hunan University, Changsha, China
Financial Development and Credit Management Research Center of, Hunan University, Changsha, China
Search for more papers by this authorYifan Wu
Center for Economics, Finance and Management Studies, Hunan University, Changsha, China
Search for more papers by this authorShenggang Yang
Financial Development and Credit Management Research Center of, Hunan University, Changsha, China
Business School, Hunan University, Changsha, China
Search for more papers by this authorCorresponding Author
Xiaolin Yang
College of Finance and Statistics, Hunan University, Changsha, China
Financial Development and Credit Management Research Center of, Hunan University, Changsha, China
Correspondence
Xiaolin Yang, College of Finance and Statistics, Hunan University, Changsha, China.
Email: [email protected]
Search for more papers by this authorAbstract
In this paper, we adopt a mixed-methods approach that combines case studies and fuzzy-set qualitative comparative analysis (fsQCA) to analyse the collaborative efforts of financial technology (fintech) and large banks in mitigating small and medium-sized enterprise (SME) financing problems. The findings demonstrate that fintech has challenged the traditional lending structure of “large bank–large firms, small bank–small firms” by reducing information asymmetry between banks and enterprises and enhancing technological capabilities. The inherent advantages of large banks, including economies of scale, risk diversification, and talent attraction, can accelerate fintech's role in promoting inclusive finance for SMEs. Overall, our results underscore the importance of fintech applications and the active involvement of large banks in addressing SME financing challenges.
Open Research
DATA AVAILABILITY STATEMENT
The data that support the findings of this study are available from the corresponding author upon reasonable request.
REFERENCES
- Agarwal, S. & Hauswald, R. (2010) Distance and private information in lending. The Review of Financial Studies, 23(7), 2757–2788.
- Berg, T., Burg, V., Gombović, A. & Puri, M. (2020) On the rise of fintechs: credit scoring using digital footprints. The Review of Financial Studies, 33(7), 2845–2897.
- Berger, A.N., Bouwman, C.H.S. & Kim, D. (2017) Small bank comparative advantages in alleviating financial constraints and providing liquidity insurance over time. The Review of Financial Studies, 30(10), 3416–3454.
- Berger, A.N., Goulding, W. & Rice, T. (2014) Do small businesses still prefer community banks? Journal of Banking and Finance, 44(7), 264–278.
10.1016/j.jbankfin.2014.03.016 Google Scholar
- Berger, A.N., Miller, N.H., Petersen, M.A., Rajan, R.G. & Stein, J.C. (2005) Does function follow organizational form? Evidence from the lending practices of large and small banks. Journal of Financial Economics, 76(2), 237–269.
- Berger, A.N. & Udell, G.F. (1998) The economics of small business finance: the roles of private equity and debt markets in the financial growth cycle. Journal of Banking and Finance, 22(6–8), 613–673.
- Berger, A.N. & Udell, G.F. (2002) Small business credit availability and relationship lending: the importance of bank organizational structure. The Economic Journal, 112(447), 32–53.
10.1111/1468-0297.00682 Google Scholar
- Bo, X.C., Li, W., Shi, J., Zheng, Y. & Zhou, Q. (2021) Relationship lending and bank loan covenant violations. Accounting and Finance, 61, 5847–5878.
- Cenni, S., Monferra, S., Salotti, V., Sangiorgi, M. & Torluccio, G. (2015) Credit rationing and relationship lending. Does firm size matter? Journal of Banking and Finance, 53(4), 249–265.
- De Haas, R., Ferreira, D. & Taci, A. (2010) What determines the composition of banks' loan portfolios? Evidence from transition countries. Journal of Banking and Finance, 34(2), 388–398.
- Degryse, H. & Ongena, S. (2005) Distance, lending relationships, and competition. The Journal of Finance, 60(1), 231–266.
- Degryse, H. & Van, C.P. (2000) Relationship lending within a bank-based system: evidence from European small business data. Journal of Financial Intermediation, 9, 90–109.
- Filomeni, S., Udell, G.F. & Zazzaroc, A. (2021) Hardening soft information: does organizational distance matter? The European Journal of Finance, 27(9), 897–927.
- Fiss, P.C. (2011) Building better causal theories: a fuzzy set approach to typologies in organization research. Academy of Management Journal, 54(2), 393–420.
- Gopal, M. & Schnabl, P. (2022) The rise of finance companies and fintech lenders in small business lending. The Review of Financial Studies, 35(11), 4859–4901.
- Grennan, J. & Michaely, R. (2021) Fintechs and the market for financial analysis. Journal of Financial and Quantitative Analysis, 56(6), 1877–1907.
- Hasan, I., Jackowicz, K., Kowalewski, O. & Kozlowskid, L. (2017) Do local banking market structures matter for SME financing and performance? New evidence from an emerging economy. Journal of Banking and Finance, 79(6), 142–158.
10.1016/j.jbankfin.2017.03.009 Google Scholar
- Hua, X. & Huang, Y. (2021) Understanding China's fintech sector: development, impacts and risks. The European Journal of Finance, 27(4–5), 321–333.
- Jaksic, M. & Marinc, M. (2019) Relationship banking and information technology: the role of artificial intelligence and fintech. Risk Management, 21(1), 1–18.
10.1057/s41283-018-0039-y Google Scholar
- Kame Babilla, T.U. (2023) Digital innovation and financial access for small and medium-sized enterprises in a currency union. Economic Modelling, 120, 1–26.
10.1016/j.econmod.2022.106182 Google Scholar
- Liberti, J.M. (2018) Initiative, incentives, and soft information. Management Science, 64(8), 3469–3970.
- Liberti, J.M. & Mian, A.R. (2008) Estimating the effect of hierarchies on information use. The Review of Financial Studies, 22, 4057–4090.
- Ma, D. & Wang, W. (2023) Mandatory inclusive finance policy and small banks' operating performance: evidence from China. Accounting and Finance, 63, 4761–4777.
- Mocetti, S., Pagnini, M. & Sette, E. (2017) Information technology and banking organization. Journal of Financial Services Research, 51(3), 313–338.
- Nitani, M. & Legendre, N. (2021) Cooperative lenders and the performance of small business loans. Journal of Banking and Finance, 128, 106125.
- Ragin, C.C. (2008) Redesigning social inquiry: fuzzy sets and beyond. Chicago, IL: University of Chicago Press.
10.7208/chicago/9780226702797.001.0001 Google Scholar
- Schneider, C.Q. & Wagemann, C. (2012) Set-theoretic methods for the social sciences: a guide to qualitative comparative analysis. Cambridge: Cambridge University Press.
- Sedunov, J. (2017) Does bank technology affect small business lending decisions? The Journal of Financial Research, 40(1), 5–32.
- Sheng, T. (2021) The effect of fintech on banks' credit provision to SMEs: evidence from China. Finance Research Letters, 39(2), 1544–6123.
- Stein, J.C. (2002) Information production and capital allocation: decentralized versus hierarchical firms. The Journal of Finance, 57, 1891–1921.
- Stiglitz, J.E. & Weiss, A. (1981) Credit rationing in markets with imperfect information. The American Economic Review, 71(3), 393–410.
- Strahan, P.E. & Weston, J.P. (1998) Small business lending and the changing structure of the banking industry. Journal of Banking and Finance, 22(6–8), 821–845.
- Strauss, A. & Corbin, J. (2008) Basics of qualitative research: techniques and procedures for developing grounded theory, 3rd edition. Thousand Oaks, CA: Sage Publications.
- Sun, R., Zhou, N. & Zhang, B. (2023) Can bank branch establishment help SMEs survive? Evidence from China. International Review of Financial Analysis, 88, 102694.
10.1016/j.irfa.2023.102694 Google Scholar
- Xu, L., Liu, Q., Li, B. & Ma, C. (2022) Fintech business and firm access to bank loans. Accounting and Finance, 62, 4381–4421.
- Zhang, Y.L., Lin, Y.F. & Gong, Q. (2019) Firm size, bank size and optimal banking structure: from the perspective of new structural economics. Management World, 3, 31–47 (in Chinese).
- Zhou, N. & Sun, R. (2024) Coping with the storm: the role of fintech in SME survival. International Review of Financial Analysis, 93, 103157.