Efficiency of Deposit Money Banks and its Determinants in Nigeria: A Stochastic Frontier Analysis
Main Article Content
Abstract
This paper investigates the profit efficiency of deposit money banks in Nigeria and examines whether macroeconomic conditions help explain observed efficiency outcomes. The study is motivated by the central role of banks in financial intermediation and by the difficult macroeconomic environment facing Nigeria in recent years, including elevated inflation and uneven output growth. Official statistics indicate that headline inflation remained exceptionally high in 2024 and that real GDP growth, while positive, was moderate, underscoring the relevance of macroeconomic conditions for bank performance. Using panel data for fourteen licensed deposit money banks over 2011–2024, the study estimates a translog profit frontier within the stochastic frontier analysis framework and then applies a dynamic panel generalized method of moments estimator to assess the effects of macroeconomic variables on estimated profit efficiency. The results show that Nigerian banks operate below the profit frontier, with an average profit efficiency score of 0.820, implying that roughly 18% of potential profit is lost to inefficiency. Inflation exerts a negative and statistically significant effect on profit efficiency, whereas GDP growth is not individually significant, although the joint effect of macroeconomic conditions is significant. The paper contributes to the literature by focusing on profit, rather than cost or technical efficiency, and by linking frontier-based efficiency estimates to macroeconomic determinants in the Nigerian banking context. The findings suggest that macroeconomic stabilization, especially inflation control, and continued managerial improvements are important for strengthening bank performance and the efficiency of financial intermediation.
Article Details

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Your article is protected under Creative Commons CC BY 4.0 user licence, copyright guide.
References
Berger, A. N., & Humphrey, D. B. (1997). Efficiency of financial institutions: International survey and directions for future research. European Journal of Operational Research, 98(2), 175–212.
Berger, A. N., & Mester, L. J. (1997). Inside the black box: What explains differences in the efficiencies of financial institutions? Journal of Banking & Finance, 21(7), 895–947.
Bolt, W., de Haan, L., Hoeberichts, M., van Oordt, M. R. C., & Swank, J. (2012). Bank profitability during recessions. Journal of Banking & Finance, 36(9), 2552–2564.
Eissa, A., Mosab, I., Najib, H. and Faozi, A. (2018). Bank-specific and macro-economic determinants of profitability of Indian commercial banks: A panel data approach. Cogent Economics and Finance Journal, 6(1), 1-21
Fitzpatrick, T., & McQuinn, K. (2008). Measuring bank profit efficiency. Applied Financial Economics, 18(1), 1–8.
Hughes, J. P. & Mester, L. J. (2013) A Primer on Market Discipline and Governance of Financial Institutions for those in a State of Shocked Disbelief,in Efficiency and Productivity Growth: Modelling in the Financial Services Industry. (ed F. Pasiouras), John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/9781118541531.
Ige, P. A., Omoregie, O. K., & Olofin, S. A. (2025). Determinants of banks and financial system efficiency in Nigeria: A stochastic frontier approach (SFA). Asian Journal of Economics, Business and Accounting, 25(3), 77–92.
Kumbhakar, S. C., & Lovell. A.K. (2000). Stochastic frontier analysis: an econometric approach. Cambridge University Press, Cambridge.
Leamer, E.E. (2009) Gross Domestic Product. In: Leamer, E.E., Ed., Macroeconomic Patterns and Stories, Springer, Berlin, 19-38.
Lee, C., & Huang, T. (2017). Cost efficiency and technological gap in Western European banks : a stochastic metafrontier analysis. International Review of Economics and Finance 48(2017), 161–178. https://doi.org/10.1016/j.iref.2016.12.003
Linh, T. D. (2020). Non-parametric approach to measuring the efficiency of banking sectors crediting agribusiness in ASEAN countries. E3S Web of Conferences, 175, 13031.
Macharia, E. (2013). The effects of global financial crisis on the financial performance of commercial banks offering mortgage finance in Kenya. International Journal of Social Sciences and Entrepreneurship, 1(1), 688–701.
Mishkin, F.S. (2013) The Economics of Money, Banking, and Financial Markets. 10th Edition, Pearson Education, New York.
Murray, J. D., & White, R. W. (1983). Economies of scale and economies of scope in multiproduct financial institutions: A study of British Columbia credit unions. The Journal of Finance, 38(3), 887–902.
Nasim, A., Nasir, M. A., & Downing, G. (2025). Determinants of bank efficiency in developed (G7) and developing (E7) countries: Role of regulatory and economic environment. Review of Quantitative Finance and Accounting, 65, 257–294.
O’Connell, M. (2023). Bank-specific, industry-specific and macroeconomic determinants of bank profitability: Evidence from the UK. Studies in Economics and Finance, 40(1), 155–174.
Ojeyinka, T. A., & Akinlo, A. E. (2021). Does bank size affect efficiency ? evidence from commercial banks in Nigeria. Ilorin Journal of Economic Policy 8(1), 79–100.
Ravikumar, U &Basavaraj, C. (2019). Efficiency analysis of selected private sector banks in india using Data Envelopment Analysis. EPRA International Journal of Multidisciplinary Research. 5(8), 30-37.
Robin, I., Salim, R., & Bloch, H. (2018). Cost efficiency in Bangladesh banking: does financial reformmatter?AppliedEconomics,50(8),891–904. https://doi.org/10.1080/00036846.2017.1346361
Sadono, E. D. (2017). Efficiency of islamic rural banks ( BPRS ) in East Java province , Indonesia Tazkia Islamic Finance and Business Review, 11(1), 1–14
Safiullah, M., & Shamsuddin, A. (2020). Technical efficiency of conventional and Islamic banks. Journal of King Abdulaziz University: Islamic Economics, 33(1), 3–20
Salim, R. Arjomadi, Amir & Dakpo (2017). Banks’ efficiency and credit risk analysis using by- production approach : the case of Iranian banks. Applied Economics , Taylor & Francis Journals, 49(30), 2974-2988.
Sanyaolu, W. A., Adejumo, B. T., & Kadiri. I. (2020). Board diligence and financial performance: evidence from Nigerian deposit money banks. Copernican Journal of Finance and Accounting, 9(3), 145-160.
Sealey C.W. and J. T. Lindley (1977). Inputs, output and a theory of production and cost at depository financial institutions, Journal of Finance, 32(1), 1251-1266.
Sopan, J. (2021). Macroeconomic variables and firm performance. Journal of Economic Policy Studies, 14(2), 88–102.
Syed, M. (2018). Banks’ capital buffers, risk, and efficiency in emerging economies: are they counter-cyclical? Eurasian Economic Review, 9(4),407-492. https://doi.org/10.1007/s40822-018-0121-5
Trujillo-Ponce, A. (2013). What determines the profitability of banks? Evidence from Spain. Accounting & Finance, 53(2), 561–586.