Volume 7 - Number 3 | November
Determinants of efficiency of non-bank financial institutions: an empirical evidence from Bangladesh
Mohammad Mizenur Rahman, Syed Mohammad Khaled Rahman, and Sakib Ahmed
Abstract:
Purpose
The purpose of this study is to evaluate the effect of some internal features that influence the efficiency of non-bank financial institutions (NBFIs) in Bangladesh.
Design/methodology/approach
The study selected the top 15 Dhaka Stock Exchange (DSE)-listed NBFIs according to purposive sampling. The study period was from 2016 to 2020. Secondary data were collected from annual reports. The cost-to-income ratio was a dependent variable that was used as a proxy of operational efficiency. The ordinary least square regression technique was applied to measure the impact of firm-specific factors on efficiency.
Findings
Results showed that number of employees, branch number, firm size and deposit ratio have a significant effect on efficiency at 5% level. The number of branches and employees showed a negative impact, whereas firm size and deposit ratio showed a positive effect on the firms' efficiency. The deposit ratio is negatively related because deposit interest expenses were more than offset by interest income generation through the conversion of deposits into loans.
Practical implications
The study has practical and policy implications on NBFIs' managers, employees, shareholders, depositors, clients, regulatory authorities and government as efficiency enhancement would bring financial soundness.
Originality/value
This study shed light on some firm-specific factors that can be changed to increase operational efficiency or reduce the cost-to-income ratio. The novelty of the study is that it identified some significant associations between firm-specific factors and the operational efficiency of NBFIs.
References:
Ahmed, M.N. and Chowdhury, M.I. (2007), “Non-bank financial institutions in Bangladesh: an analytical review”, Working Paper Series: WP 0709, Bangladesh Bank, Bangladesh.
Akter, R., Ahmed, S. and Islam, M.S. (2018), “Camels model application of non-bank financial institution: bangladesh perspective”, Academy of Accounting and Financial Studies Journal, Vol. 22 No. 1.
Antwi, F. (2019), “Capital adequacy, cost income ratio and performance of banks in Ghana”, International Journal of Academic Research in Business and Social Sciences, Vol. 9 No. 10, pp. 168-184, doi: 10.6007/IJARBSS/v9-i10/6471.
Banerjee, P.K. and Mamun, A.A. (2003), “Lease financing in Bangladesh”, BIBM Research Paper.
Bangladesh Bank (2007, 2018, 2019), Annual Report, Chapter-7.
Bangladesh Leasing and Finance Companies Association (BLFCA) Year Book (2004), “Various issues”.
Berger, A.N., Hunter, W.C. and Timme, S.G. (1993), “The efficiency of financial institutions: a review and preview of research past, present, and future”, Journal of Banking and Finance, Vol. 17, pp. 221-249.
Carmichael, J. and Pomerleano, M. (2002), The Development and Regulation of Non-bank Financial Institutions, 1st ed, World Bank, Washington DC.
Faisal, F.E.M. (2014), “Performance evaluation of lease financing as an instrument of financial market in Bangladesh”, Unpublished doctoral dissertation, Dhaka University Institutional Repository.
Faisal, F.E.M. and Rahman, S.M.K. (2020), “An analysis to evaluate efficiency of leasing companies in Bangladesh through Data Envelopment Analysis: constant return to scale approach”, Global Journal of Business Management and Social Science, Vol. 6 No. 1, pp. 1-14.
Hossain, M.S. and Ahamed, F. (2015), “Determinants of bank profitability: a study on the banking sector of Bangladesh”, Journal of Finance and Banking, Vol. 13 Nos 1 and 2, pp. 43-57.
Hossain, M. and Shahiduzzaman, M. (2002), “Development of non bank financial institutions to strengthen the financial system of Bangladesh”, Quarterly Journal of Bangladesh Institute of Bank Management, Vol. 28 No. 1, available at: https://ssrn.com/abstract=574481
Huljak, I., Martin, R. and Moccero, D. (2019), “The cost-efficiency and productivity growth of euro area banks”, Working Paper Series No. 2305, European Central Bank.
Imtiaz, M.F., Mahmud, K. and Faisal, M.S. (2019), “The determinants of profitability of non-bank financial institutions in Bangladesh”, International Journal of Economics and Finance, Vol. 11 No. 6, pp. 25-32, doi: 10.5539/ijef.v11n6p25.
Islam, M.S. and Ahmed, M.R. (2018), “Macroeconomic factors affecting performance of non-bank financial institutions profitability in Bangladesh”, International Journal of Engineering Applied Sciences and Technology, Vol. 3 No. 7, pp. 75-78, available at: https://www.ijeast.com/papers/75-78,Tesma307,IJEAST.pdf
Islam, M.A. and Osman, J.B. (2011), “Development impact of non-bank financial intermediaries on economic growth in Malaysia: an empirical investigation”, International Journal of Business and Social Science, Vol. 2 No. 14, pp. 187-198.
Jelodar, M.F. (2016), “Prioritization of the factors affecting bank efficiency using combined Data Envelopment Analysis and Analytical Hierarchy Process methods”, Journal of Optimization, pp. 1-7, doi: 10.1155/2016/5259817.
Kamande, E.G., Zablon, E. and Ariemba, J. (2016), “The effect of bank specific factors on financial performance of commercial banks in Kenya”, International Journal of Sciences: Basic and Applied Research (IJSBAR), Vol. 30 No. 5, pp. 165-180.
Karim, M.Z.A., Chan, S.G. and Hassan, S. (2010), “Bank efficiency and non-performing loans: evidence from Malaysia and Singapore”, Prague Economic Papers, Vol. 2, pp. 118-132.
Khandoker, M.S.H., Raul, R.K. and Rahman, S.M.G. (2013), “Determinants of profitability of Non bank financial institutions: evidence from Bangladesh”, International Journal of Management Sciences and Business Research, Vol. 2 No. 4, pp. 31-42, available at: http://www.ijmsbr.com/Volume%202,%20Issue%204%20Paper%20(4).pdf
Kipesha, E.F. (2013), “Production and intermediation efficiency of microfinance institutions in Tanzania”, Research Journal of Finance and Accounting, Vol. 4 No. 1, pp. 149-160, available at: www.iiste.org
Lalon, R.M. and Hussain, S. (2017), “An analysis of financial performance on non-bank financial institutions (NBFI) in Bangladesh: a study on Lanka- Bangla Finance Limited”, International Journal of Economics, Finance and Management Sciences, Vol. 5 No. 5, pp. 251-262.
Mongid, A. (2016), “Business efficiency of the commercial banks in ASEAN”, Investment Management and Financial Innovations, Vol. 13 No. 1, pp. 67-76.
Moormann, J. and Burger, A. (2008), “Productivity in banks: myths and truths of the cost income ratio”, Banks and Bank Systems, Vol. 4, pp. 92-101.
Nisar, S., Peng, K., Wang, S. and Ashraf, B.N. (2018), “The technical efficiency of South Asian commercial banks and the effects of income diversification”, International Journal of Information and Management Sciences, Vol. 29, pp. 279-302, doi: 10.6186/IJIMS.20180929(3).0003.
Ongore, V.O. and Kusa, G.B. (2013), “Determinants of financial performance of commercial banks in Kenya”, International Journal of Economics and Financial Issues, Vol. 3 No. 1, pp. 237-252, available at: www.econjournals.com
Pirtea, M., Iovu, L.R. and Milos, M.C. (2008), “Importance of non-banking financial institutions and of the capital markets in the economy: the case of Romania”, Theoretical and Applied Economics, Vol. 5 No. 5, pp. 3-10.
Rahman, S.M.K. (2020), “An evaluation of leasing companies' efficiency through Data Envelopment Analysis: a study on selected firms of Bangladesh”, International Journal of Project Management and Productivity Assessment (IJPMPA), Vol. 8 No. 2, pp. 1-22, doi: 10.4018/IJPMPA.
Rahman, S.N. and Fara, T. (2012), “Non-bank financial institutions' profitability indicators: evidence from Bangladesh”, International Journal of Applied Research in Business Administration and Economics (IJAR-BAE), Vol. 1 No. 1, pp. 26-32.
Rahman, M.M., Ashraf, B.N., Zheng, C. and Begum, M. (2017), “Impact of cost efficiency on bank capital and the cost of financial intermediation: evidence from BRICS countries”, International Journal of Financial Studies, Vol. 5 No. 32, pp. 1-18, doi: 10.3390/ijfs5040032.
Rahman, S.M.K., Chowdhury, M.A.F. and Tania, T.C. (2021), “Nexus among bank competition, efficiency and financial stability: a comprehensive study in Bangladesh”, Journal of Asian Finance, Economics and Business, Vol. 8 No. 2, pp. 317-328, doi: 10.13106/jafeb.2021.vol8.no2.0317.
Raina, L. and Bakker, M.R. (2003), Non-bank Financial Institutions and Capital Markets in Turkey: A World Bank Country Study, The World Bank, Washington, DC.
Shrestha, M.B. (2007), Role of Non-bank Financial Intermediation: Challenges for Central Banks in the SEACEN Countries, The South East Asian Central Banks (SEACEN), Malaysia.
Staikouras, C.K. and Wood, G.E. (2004), “The determinants of European bank profitability”, International Business and Economics Research Journal, Vol. 3 No. 6, pp. 57-68, doi: 10.19030/iber.v3i6.3699.
Sufian, F. (2006), “The efficiency of non-bank financial institutions: empirical Evidence from Malaysia”, International Research Journal of Finance and Economics, Vol. 6, pp. 49-65.
Sufian, F. (2008), “The efficiency of non-bank financial intermediaries: empirical evidence from Malaysia”, The International Journal of Banking and Finance, Vol. 5 No. 2, pp. 149-167.
Tripe, D. (1998), “Cost to income ratios in Australasian banking”, Centre for Banking Studies, Massey University.
Vittas, D. (1997), “The role of non-bank financial intermediaries in Egypt and other MENA countries”, World Bank Policy Research Working Paper, 1892, pp. 1-41.
Wald, A. (1943), “Tests of statistical hypotheses concerning several parameters when the number of observations is large”, Transactions of the American Mathematical Society, Vol. 54, pp. 426-482, doi: 10.1090/S0002-9947-1943-0012401-3.