MSME lending and bank efficiency: Evidence from Indonesia
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DOIhttp://dx.doi.org/10.21511/bbs.16(3).2021.09
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Article InfoVolume 16 2021 , Issue #3, pp. 93-103
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Banks prefer to lend to bigger clients for a variety of reasons, including transaction costs and risk considerations. Due to this phenomenon, the Central Bank of Indonesia issued a regulation that requires banks to channel a minimum proportion of their credit portfolio to micro, small, and medium enterprises (MSMEs). Nevertheless, the impact of channeling funds to MSMEs remains a subject of controversy, in part depending on the dimensions and metrics used. This study examines how MSME lending affects the efficiency of banks in Indonesia, a country where MSMEs constitute more than 99% of business entities. Using a total of 175 panel data observations of banks in Indonesia from 2014–2018, banks’ cost efficiency is first estimated using a stochastic frontier approach (SFA). Panel data regression is used to examine the impact of MSME lending on efficiency. The result of this study shows a significant and positive impact of the proportion of MSME lending on bank efficiency, which indicates that requiring banks to channel funds to MSMEs does not only potentially support economic development, but also is beneficial from the business perspective in the Indonesian context.
Acknowledgment
The research was also made possible with the support of PUTI Grant by Universitas Indonesia No. NKB-2036/UN2.RST/HKP.05.00/2020.
- Keywords
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JEL Classification (Paper profile tab)G21, G28
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References46
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Tables7
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Figures0
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- Table 1. Summary of hypothesis and testing type
- Table 2. Variable definitions of cost function
- Table 3. Variable definitions and descriptions in the efficiency model
- Table 4. Results of the stochastic cost frontier model
- Table 5. Descriptive statistics of the efficiency model
- Table 6. Pairwise correlation of EFF and CIR
- Table 7. Efficiency model result
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- Ang, J. S. (1991). Small business uniqueness and the theory of financial management. Journal of Small Business Finance, 1(1), 1-13.
- Asmare, E., & Begashaw, A. (2018). Review on parametric and nonparametric methods of efficiency analysis. Biostatistics and Bioinformatics, 2(2), 1-7.
- Banna, H., Ahmad, R., & Koh, E. H. Y. (2017). Determinants of commercial banks’ efficiency in Bangladesh: Does crisis matter? The Journal of Asian Finance, Economics and Business, 4(3), 19-26.
- Battese, G. E., & Coelli, T. J. (1995). A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empirical Economics, 20, 325-332.
- Beck, T., & Demirgüç-Kunt, A. (2004). SMEs, growth, and poverty. Do pro-SME policies work? (Note No. 264). Washington: World Bank.
- Beck, T., & Demirgüç-Kunt, A. (2006). Small and medium-size enterprises: Access to finance as a growth constraint. Journal of Banking and Finance, 30(11), 2931-2943.
- Berger, A. N., & Mester, L. J. (1997). Inside the black box: What explains differences in the efficiencies of financial institutions? Journal of Banking and Finance, 21(7), 895-947.
- Berger, A. N., & Udell, G. F. (1995). Relationship lending and lines of credit in small firm finance. The Journal of Business, 68(3), 351-381.
- Berger, A. N., Klapper, L. F., & Udell, G. F. (2001). The ability of banks to lend to informationally opaque small businesses. Journal of Banking and Finance, 25(12), 2127-2167.
- Bernauer, T., & Koubi, V. (2002). Regulating bank capital: Does market discipline facilitate or replace capital adequacy rules? (Working Paper). Zurich: Center for International Studies, ETH Zurich.
- Boadi, E.K., Li, Y., & Lartey, V.C. (2016). Role of bank specific, macroeconomic and risk determinants of banks profitability: Empirical evidence from Ghana’s rural banking industry. International Journal of Economics and Financial, 6(2), 813-823.
- Boushnak, E., Rageb, M. A., Ragab, A. A., & Sakr, A. M. (2018). Factors influencing credit decision for lending SMEs: A case study on National Bank of Egypt. Open Access Library Journal, 5, e4996.
- Brooks, C. (2014). Introductory Econometrics for Finance (3rd ed.). Cambridge: Cambridge University Press.
- Burger, A., & Moormann, J. (2008). Productivity in banks: Myths & truths of the cost income ratio. Banks and Bank Systems, 3(4), 85-94.
- Central Bank of Indonesia and LPPI. (2015). Profil Bisnis Usaha Mikro, Kecil, dan Menengah. Bank Indonesia, Jakarta. (In Indonesian).
- Central Bank of Indonesia. (2012). Commercial Banks Lending or Financing for Micro, Small and Medium Enterprises Development (Regulation No. 14/22/PBI/2012). (In Indonesian).
- Central Bank of Indonesia. (2015). Revision of Commercial Banks Lending or Financing for Micro, Small and Medium Enterprises Development (Regulation No. 17/12/PBI/2015). (In Indonesian).
- Chih, S. H., Liang, L, & Huang, B. (2018). The study on the relationship between bank M&A, SME lending, credit guarantee, and bank efficiency. Romanian Journal of Economic Forecasting, 21(2), 95-117.
- Christensen, L. R., Jorgenson, D. W., & Lau, L. J. (1973). Transcendental logarithmic production frontiers. The Review of Economics and Statistics, 55(1), 28-45.
- Das, A., & Ghosh, S. (2006). Financial deregulation and efficiency: An empirical analysis of Indian banks during the post reform period. Review of Financial Economics, 15(3), 193-221.
- Duarte, F. D., Ana, P. M. G., & Jose, P. E. (2016). Collateral-based in SME lending: The role of business collateral and personal collateral in less-developed countries. Research in International Business and Finance, 39(A), 406-422.
- Gordo, G. M. (2013). Estimating Philippine bank efficiencies using frontier analysis. Philippine Management Review, 20, 17-36.
- Government of Republic of Indonesia. (2008). Micro, Small, and Medium Enterprises. Law of The Republic of Indonesia No. 20 of 2008.
- Gujarati, D. N., & Porter, D. C. (2009). Basic Econometric (5th ed.). New York: McGraw-Hill.
- Huang, T. H., & Wang, M. H. (2002). Comparison of economic efficiency estimation methods: Parametric and non-parametric techniques. Manchester School, 70(5), 682-709.
- Indonesia Ministry of Cooperatives and SMEs. (2018). Laporan Perkembangan Data Usaha Mikro, Kecil, Menengah (UMKM) dan Usaha Besar (UB) Tahun 2016–2017. (In Indonesian).
- International Finance Corporation (IFC). (2019). Banking on SMEs: Trends and Challenges.
- Liang, L. W., Huang, B. Y., Liao, C. F., & Gao, Y. T. (2017). The impact of SMEs’ lending and credit guarantee on bank efficiency in South Korea. Review of Development Finance, 7(2), 134-141.
- Niţoi, M., & Spulbar, C. (2015). An examination of banks’ cost efficiency in Central and Eastern Europe, Procedia Economics and Finance, 22, 544-551.
- OECD. (2005). OECD SME and Entrepreneurship Outlook 2005. Paris: OECD Publishing.
- OECD. (2006). The SME financing gap: theory and evidence. Financial Market Trends, 2, 89-97.
- Oral, M., & Yolalan, R. (1990). An empirical study on measuring operating efficiency and profitability of bank branches. European Journal of Operational Research, 46(3), 282-29.
- Pasiouras, F., & Kosmidou, K. (2007). Factors influencing the profitability of domestic and foreign commercial banks in the European Union. Research in International Business and Finance, 21(2), 222-237.
- Pasiouras, F., Liadaki, A., & Zopounidis, C. (2008). Bank efficiency and share performance: Evidence from Greece. Applied Financial Economics, 18(14), 1121-1130.
- Rajan, R. G., & Petersen, M. A. (1994). The benefits of lending relationships: Evidence from small business data. The Journal of Finance, 49(1), 3-37.
- Ramcharran, H. (2017). Financing small and medium-sized enterprises in Thailand: The importance of bank loans and financing diversification. The Journal of Entrepreneurial Finance, 19(2).
- Řepková, I. (2015). Banking efficiency determinants in the Czech banking sector. Procedia Economics and Finance, 23, 191-196.
- Sari, P. Z., & Saraswati, E. (2017). The determinant of banking efficiency in Indonesia: DEA approach. Journal of Accounting and Business Education, 1(2), 208-229.
- Schlüter, T., Busch, R., Hartmann-Wendels, T., & Sievers, S. (2012). Determinants of the interest rate pass-through of banks: Evidence from German loan products (Discussion Papers No. 26/2012). Deutsche Bundesbank.
- Shihadeh, F. H., Gamage, S. K. N., & Hannoon, A. (2019). The causal relationship between SME sustainability and banks’ risk. Economic Research-Ekonomska Istraživanja, 32(1), 2743-2760.
- Siudek, T. (2008). Theoretical foundations of banks efficiency and empirical evidence from Poland. Socialiniai Tyrimai, 13(3), 150-158.
- Stiglitz, J., & Weiss, A. (1981). Credit rationing in markets with imperfect information. American Economic Review, 71(3), 393-410.
- Tambunan, T. (2017). The performance of Indonesia’s public credit guarantee scheme for MSMEs: A regional comparative perspective. Journal of Southeast Asian Economics, 35(2), 319-32.
- Wardhono, A., Modjo, M. I., & Utami, E. W. (2019). Role of credit guarantee for financing MSMEs: Evidence from rural and urban areas in Indonesia (ADBI Working Paper Series No. 967). Asian Development Bank Institute.
- World Bank. (2008). Finance for all? Policies and Pitfalls in Expanding Access. World Bank Policy Research Report.
- Zouhaier, H. (2015). Financial efficiency, competitiveness and profitability of Islamic banks. Journal of Applied Economic Sciences, 10(4), 593-606.