The effect of relationship banking on SMEs’ credit access conditions: Empirical evidence from Brazil

El efecto de la banca de relación en las condiciones de acceso al crédito de las PYMEs: Evidencia empírica de Brasil

Guilherme Bannwart Elias , Fabiano Guasti Lima , Rafael Confetti Gatsios Vinícius Medeiros Magnani

Suma de Negocios, 14(30), 60-70, enero-junio 2023, ISSN 2215-910X

https://doi.org/10.14349/sumneg/2023.V14.N30.A6

Received July 4, 2023
Accepted August 1, 2023
Online August 18, 2023

Resumen

Introducción: las instituciones financieras de pequeño tamaño se destacan en el servicio a las PYME por sus ventajas comparativas en el uso del crédito basado en la relación. Este artículo investiga el impacto de la relación entre una pequeña institución financiera y las PYMES en las condiciones de acceso al crédito.

Metodología: la investigación emplea el método de regresión lineal múltiple de mínimos cuadrados ordinarios (OLS) en un conjunto de datos que comprende 194 contratos de préstamos de una pequeña institución financiera, contratados por 43 PYMES. El conjunto de datos incluye información financiera y registros de la fortaleza de la relación con el acreedor desde 2015 hasta 2019.

Resultados: los parámetros de los modelos OLS que midieron la asociación entre el costo del crédito, la línea de crédito disponible y el plazo del crédito con el perfil de relación bancaria mostraron resultados estadísticamente significativos.

Conclusión: los resultados sugieren que la duración de la relación bancaria y el número de servicios contratados no afectan significativamente el costo del crédito. Sin embargo, se observa una asociación destacable entre la concentración de crédito dentro del banco de pequeño tamaño y mayores costos para los clientes. Además, la duración de la relación bancaria influye directamente en la línea de crédito disponible para las PYMES. Así las cosas, el impacto de las garantías ofrecidas en las condiciones de crédito no justifica transacciones de crédito a largo plazo. Además, se evidencia una relación inversa entre la calificación crediticia de las PYMES y el plazo del crédito.


Palabras clave:
Finanzas,
instituciones financieras,
bancos,
préstamo,
crédito,
Brasil.

Códigos JEL:
G21, G32, G34, L25.

Abstract

Objectives: Small-sized financial institutions stand out in serving SMEs due to their comparative advantages in the use of relationship-based credit. This study explores the impact of the relationship between a small financial institution and SMEs on credit access conditions.

Methodology: The research employs the ordinary least square multiple regression method (OLS) on a dataset comprising 194 loan agreements from a small financial institution, which were contracted by 43 SMEs. The dataset includes financial information and records regarding the relationship strength with the creditor from 2015 to 2019.

Results: The parameters of the OLS models that measured the association between the cost of credit, credit line available and average maturity with the bank relationship profile showed statistically significant results.

Conclusions: The findings suggest that the duration of the banking relationship and the number of services contracted do not significantly affect the cost of credit. However, a noteworthy association is observed between credit concentration within the small-sized bank and higher costs for clients. Additionally, the length of the banking relationship directly influences the credit line available to SMEs. Interestingly, the impact of guarantees offered on credit conditions does not justify long credit transactions. Furthermore, an inverse relationship emerges between the credit rating of SMEs and the credit term.


Keywords:
Finance,
financial institutions banks,
loan,
credit,
Brazil.

Artículo Completo
Bibliografía

Altman, E. I., & Sabato, G. (2007). Modelling credit risk for SMEs: Evidence from the U.S. market. Abacus, 43(3), 332-357. https://doi.org/10.1111/j.1467-6281.2007.00234.x

Álvarez-Botas, C., & González, V. M. (2023). The value of relationship banking: International evidence. Research in International Business and Finance, 64. https://doi.org/10.1016/j.ribaf.2022.101822

Banco Central do Brasil. (2017). Relatório de Estabilidade Financeira (volume 16, n.o 2).

Banco Central do Brasil. (2019). Relatório de Economia Bancária, 2018. Author.

Beck, T., & Demirguc-Kunt, A. (2006). Small and medium-size enterprises: Access to finance as a growth constraint. Journal of Banking and Finance. https://doi.org/10.1016/j.jbankfin.2006.05.009

Beck, T., Demirgüç-Kunt, A., & Maksimovic, V. (2008). Financing patterns around the world: Are small firms different? Journal of Financial Economics, 89(3), 467-487. https://doi.org/10.1016/j.jfineco.2007.10.005

Berger, A. N., Bouwman, C. H. S., & Kim, D. (2017). Small bank comparative advantages in alleviating financial constraints and providing liquidity insurance over time. Review of Financial Studies, 30(10), 3416-3454. https://doi.org/10.1093/rfs/hhx038

Berger, A. N., & Udell, G. F. (2002). Small business credit availability and relationship lending: The importance of bank organisational structure. Economic Journal, 112(477), F32-F53. https://doi.org/10.1111/1468-0297.00682

Berger, A. N., & Udell, G. F. (2006). A more complete conceptual framework for SME finance. Journal of Banking and Finance, 30(11), 2945-2966. https://doi.org/10.1016/j.jbankfin.2006.05.008

Bonini, S., Dell’Acqua, A., Fungo, M., & Kysucky, V. (2016). Credit market concentration, relationship lending and the cost of debt. International Review of Financial Analysis. https://doi.org/10.1016/j.irfa.2016.03.013

Boot, A. W. A., & Thakor, A. V. (1994). Moral hazard and secured lending in an infinitely repeated credit market game. International Economic Review, 35(4), 899. https://doi.org/10.2307/2527003

Carbó-Valverde, S., Rodríguez-Fernández, F., & Udell, G. F. (2009). Bank market power and SME financing constraints. Review of Finance, 13(2), 309-340. https://doi.org/10.1093/rof/rfp003

De la Torre, A., Martínez Pería, M. S., & Schmukler, S. L. (2010). Bank involvement with SMEs: Beyond relationship lending. Journal of Banking and Finance, 34(9), 2280-2293. https://doi.org/10.1016/j.jbankfin.2010.02.014

Del Gaudio, B. L., Sampagnaro, G., Porzio, C., & Verdoliva, V. (2022). The signaling role of trade credit in bank lending decisions: Evidence from small and medium-sized enterprises. Journal of Business Finance and Accounting, 49(1-2), 327-354. https://doi.org/10.1111/jbfa.12554

Delis, M., Hasan, I., Iosifidi, M., & Ongena, S. (2022). Gender, credit, and firm outcomes. Journal of Financial and Quantitative Analysis, 57(1), 359-389. https://doi.org/10.1017/S0022109020000897

Duqi, A., Tomaselli, A., & Torluccio, G. (2018). Is relationship lending still a mixed blessing? A review of advantages and disadvantages for lenders and borrowers. Journal of Economic Surveys, 32(5), 1446-1482. https://doi.org/10.1111/joes.12251

Fungáčová, Z., Shamshur, A., & Weill, L. (2017). Does bank competition reduce cost of credit? Cross-country evidence from Europe. Journal of Banking and Finance, 83, 104-120. https://doi.org/10.1016/j.jbankfin.2017.06.014

Ganzela, D. H. P., Agreli, L. C., & Dutra, J. A. A. (2023). Gestão e análise de crédito nas instituições financeiras cooperativas. Brazilian Applied Science Review, 7(2), 513-528. https://doi.org/10.34115/basrv7n2-006

Gama, A. P. M., & Geraldes, H. S. A. (2012). Credit risk assessment and the impact of the New Basel Capital Accord on small and medium-sized enterprises: An empirical analysis. Management Research Review. https://doi.org/10.1108/01409171211247712

Hasan, I., Jackowicz, K., Kowalewski, O., & Kozłowski, Ł. (2017). Do local banking market structures matter for SME financing and performance? New evidence from an emerging economy. Journal of Banking and Finance, 79, 142-158. https://doi.org/10.1016/j.jbankfin.2017.03.009

Hernández-Cánovas, G., & Martínez-Solano, P. (2010). Relationship lending and SME financing in the continental European bank-based system. Small Business Economics, 34(4), 465-482. https://doi.org/10.1007/s11187-008-9129-7

Hyytinen, A., & Pajarinen, M. (2008). Opacity of young businesses: Evidence from rating disagreements. Journal of Banking and Finance, 32(7), 1234-1241. https://doi.org/10.1016/j.jbankfin.2007.10.006

Ibrahim, M. (2023). analyzing financial risk and profitability in the UAE banking sector. International Journal of Finance & Banking Studies, (2147-4486), 12(1), 41-47. https://doi.org/10.20525/ijfbs.v12i1.2526

James, C., Lu, J., & Sun, Y. (2021). Time is money: Real effects of relationship lending in a crisis. Journal of Banking and Finance, 133. https://doi.org/10.1016/j.jbankfin.2021.106283

Klapper, L. (2006). The role of factoring for financing small and medium enterprises. Journal of Banking and Finance, 30(11), 3111-3130. https://doi.org/10.1016/j.jbankfin.2006.05.001

Lehmann, E., & Neuberger, D. (2001). Do lending relationships matter? Journal of Economic Behavior & Organization, 45(4), 339-359. https://doi.org/10.1016/s0167-2681(01)00151-2

Lu, Z., Wu, J., Li, H., & Nguyen, D. K. (2022). Local bank, digital financial inclusion and SME financing constraints: Empirical evidence from China. Emerging Markets Finance and Trade, 58(6), 1712-1725. https://doi.org/10.1080/1540496X.2021.1923477

Mc Namara, A., Murro, P., & O’Donohoe, S. (2017). Countries lending infrastructure and capital structure determination: The case of European SMEs. Journal of Corporate Finance, 43, 122-138. https://doi.org/10.1016/j.jcorpfin.2016.12.008

Mkhaiber, A., & Werner, R. A. (2021). The relationship between bank size and the propensity to lend to small firms: New empirical evidence from a large sample. Journal of International Money and Finance, 110, 102281. https://doi.org/10.1016/j.jimonfin.2020.102281

Modina, M., Pietrovito, F., Gallucci, C., & Formisano, V. (2023). Predicting SMEs’ default risk: Evidence from bank-firm relationship data. Quarterly Review of Economics and Finance, 89, 254-268. https://doi.org/10.1016/j.qref.2023.04.008

Noura Metawa, Rania Itani, Saad Metawa & Ahmed Elgayar (2023) The impact of digitalization on credit risk: The mediating role of financial inclusion (National Bank of Egypt (NBE) case study). Economic Research-Ekonomska Istraživanja, 36(2), https://doi.org/10.1080/1331677X.2023.2178018

Petersen, M. A., & Rajan, R. G. (1995). The effect of credit market competition on lending relationships. The Quarterly Journal of Economics, 110(2), 407-443. https://doi.org/10.2307/2118445

Ryan, R. M., O’Toole, C. M., & McCann, F. (2014). Does bank market power affect SME financing constraints? Journal of Banking and Finance, 49, 495-505. https://doi.org/10.1016/j.jbankfin.2013.12.024

Salehi, A. (2022). Assessing the impact of the Covid 19 pandemic on the banking system performance: Evidence from the Canadian banking industry. International Journal of Finance & Banking Studies (2147-4486), 11(4), 01-16. https://doi.org/10.20525/ijfbs.v11i4.1992

Uchida, H., Udell, G. F., & Yamori, N. (2012). Loan officers and relationship lending to SMEs. Journal of Financial Intermediation, 21(1), 97-122. https://doi.org/10.1016/j.jfi.2011.06.002

Voordeckers, W., & Steijvers, T. (2006). Business collateral and personal commitments in SME lending. Journal of Banking and Finance, 30(11), 3067-3086. https://doi.org/10.1016/j.jbankfin.2006.05.003

Zambaldi, F., Aranha, F., Lopes, H., & Politi, R. (2011). Credit granting to small firms: A Brazilian case. Journal of Business Research, 64(3), 309-315. https://doi.org/10.1016/j.jbusres.2009.11.018

PDF
EPUB
Métricas

Dimensions

PlumX


Instituciones

Santander Asset Management Brazil, Brazil
University of São Paulo, Brazil
Copyright © 2023. Fundación Universitaria Konrad Lorenz, Colombia

(Visited 517 times, 1 visits today)