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Factor affecting technical efficiency of the banking sector: Evidence from Ethiopia

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  • Salah Mohammed Abdulahi
  • Mekonnen Kumlachew Yitayaw
  • Habtamu Legese Feyisa
  • Wondmagegn Biru Mamo

Abstract

An efficient bank is more robust to shocks, fosters competitiveness, and promotes stability of the financial system. This study estimates Ethiopia’s commercial banks’ level of efficiency and its determinants during the period 2014–2020. Data Envelopment Analysis (DEA), Malmquist DEA, and Tobit regression were employed to analyze the data. The result indicated that the average efficiency score of banks in the constant returns to scale (CRS), variable returns to scale (VRS), and scale efficiency (SE) models were 95.5%, 99.85%, and 96.95% , respectively. Furthermore, in the VRS model, a state bank is more efficient than private banks. During the study period, the Total Factor Productivity (TFP) of Banks improved by 1%. According to the Tobit model, the efficiency of banks grows with an increment in the number of branches, bank size, and credit risk. However, when, liquidity risk and the log of the fixed asset increase, bank efficiency will decrease. The level of capitalization, log of GDP, and inflation, on the other hand, do not influence bank efficiency. Therefore, banks should pay close attention to aspects that influence technical efficiency.

Suggested Citation

  • Salah Mohammed Abdulahi & Mekonnen Kumlachew Yitayaw & Habtamu Legese Feyisa & Wondmagegn Biru Mamo, 2023. "Factor affecting technical efficiency of the banking sector: Evidence from Ethiopia," Cogent Economics & Finance, Taylor & Francis Journals, vol. 11(1), pages 2186039-218, December.
    • Handle: RePEc:taf:oaefxx:v:11:y:2023:i:1:p:2186039
    DOI: 10.1080/23322039.2023.2186039
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    as
    1. Ding, Dong & Sickles, Robin C., 2018. "Frontier Efficiency, Capital Structure, and Portfolio Risk: An Empirical Analysis of U.S. Banks," Working Papers 18-005, Rice University, Department of Economics.
    2. Jürgen Eichberger & Martin Summer, 2005. "Bank Capital, Liquidity, and Systemic Risk," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 547-555, 04/05.
    3. Olatunji, Toyin E & Adegbite, Tajudeen A, 2014. "Investment in Fixed Assets and Firm Profitability: Empirical Evidence from the Nigerian Banking Sector," Asian Journal of Social Sciences and Management Studies, Asian Online Journal Publishing Group, vol. 1(3), pages 78-82.
    4. Sameh Charfeddine Karray & Jamel eddine Chichti, 2013. "Bank Size and Efficiency in Developing Countries: Intermediation Approach versus Value Added Approach and Impact of Non-Traditional Activities," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(5), pages 593-613.
    5. Ignacio Jiménez-Hernández & Gabriel Palazzo & Francisco Javier Sáez-Fernández, 2019. "Determinants of bank efficiency: evidence from the Latin American banking industry," Applied Economic Analysis, Emerald Group Publishing Limited, vol. 27(81), pages 184-206, October.
    6. Fadzlan Sufian & Fakarudin Kamarudin, 2015. "Determinants of revenue efficiency of Islamic banks," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 8(1), pages 36-63, April.
    7. Ayobami Ojeyinka, Titus & Enisan Akinlo, Anthony, 2021. "Does Bank Size Affect Efficiency? Evidence From Commercial Banks In Nigeria," Ilorin Journal of Economic Policy, Department of Economics, University of Ilorin, vol. 8(1), pages 79-100, June.
    8. Francesco Aiello & Graziella Bonanno, 2016. "Looking at the determinants of efficiency in banking: evidence from Italian mutual-cooperatives," International Review of Applied Economics, Taylor & Francis Journals, vol. 30(4), pages 507-526, July.
    9. Hassan Hassan & Ammar Jreisat, 2016. "Does Bank Efficiency Matter? A Case of Egypt," International Journal of Economics and Financial Issues, Econjournals, vol. 6(2), pages 473-478.
    10. Otero, Luis & Razia, Alaa & Cunill, Onofre Martorell & Mulet-Forteza, Carles, 2020. "What determines efficiency in MENA banks?," Journal of Business Research, Elsevier, vol. 112(C), pages 331-341.
    11. Tugba Eyceyurt Batir & David A. Volkman & Bener Gungor, 2017. "Determinants of bank efficiency in Turkey: Participation banks versus conventional banks," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 17(2), pages 86-96, June.
    12. Liang, Hsin-Yu & Ching, Yann Peng & Chan, Kam C., 2013. "Enhancing bank performance through branches or representative offices? Evidence from European banks," International Business Review, Elsevier, vol. 22(3), pages 495-508.
    13. Sameh Charfeddine Karray & Jamel eddine Chichti, 2013. "Bank Size and Efficiency in Developing Countries: Intermediation Approach versus Value Added Approach and Impact of Non-Traditional Activities," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(5), pages 593-613, May.
    14. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    15. Abdul Alhassan & Michael Tetteh & Freeman Brobbey, 2016. "Market power, efficiency and bank profitability: evidence from Ghana," Economic Change and Restructuring, Springer, vol. 49(1), pages 71-93, February.
    16. Fadzlan Sufian & Fakarudin Kamarudin, 2015. "Determinants of revenue efficiency of Islamic banks," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 8(1), pages 36-63, April.
    17. Fadzlan Sufian & Fakarudin Kamarudin, 2015. "Determinants of revenue efficiency of Islamic banks," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 8(1), pages 36-63, April.
    18. Rishabh Goswami & Farah Hussain & Manish Kumar, 2019. "Banking Efficiency Determinants in India: A Two-stage Analysis," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 13(4), pages 361-380, November.
    19. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    20. Y. Abdul Karimu Tossa, 2016. "Estimating And Analyzing The Technical Efficiency Of Banks In Ghana," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 10(4), pages 73-90.
    21. Mohamed Ali Trabelsi & Naama Trad, 2017. "Profitability and risk in interest-free banking industries: a dynamic panel data analysis," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 10(4), pages 454-469, October.
    22. repec:hur:ijaraf:v:5:y:2015:i:1:p:35-40 is not listed on IDEAS
    23. Hasanul Banna & Syed Karim Bux Shah & Abu Hanifa Md Noman & Rubi Ahmad & Muhammad Mehedi Masud, 2019. "Determinants of Sino-ASEAN Banking Efficiency: How Do Countries Differ?," Economies, MDPI, vol. 7(1), pages 1-23, February.
    24. Ning Ding & Hung-Gay Fung & Jingyi Jia, 2017. "Comparison of Bank Profitability in China and the USA," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 25(1), pages 90-108, January.
    25. Hirtle, Beverly, 2007. "The impact of network size on bank branch performance," Journal of Banking & Finance, Elsevier, vol. 31(12), pages 3782-3805, December.
    26. Tecles, Patricia Langsch & Tabak, Benjamin M., 2010. "Determinants of bank efficiency: The case of Brazil," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1587-1598, December.
    27. Roland Banya & Nicholas Biekpe, 2018. "Banking efficiency and its determinants in selected frontier african markets," Economic Change and Restructuring, Springer, vol. 51(1), pages 69-95, February.
    28. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, June.
    29. Abdul Latif Alhassan & Michael Lawer Tetteh & Freeman Owusu Brobbey, 2016. "Market power, efficiency and bank profitability: evidence from Ghana," Economic Change and Restructuring, Springer, vol. 49(1), pages 71-93, February.
    30. Felisitas Defung & Ruhul Salim & Harry Bloch, 2016. "Has regulatory reform had any impact on bank efficiency in Indonesia? A two-stage analysis," Applied Economics, Taylor & Francis Journals, vol. 48(52), pages 5060-5074, November.
    31. Tadesse Zenebe Lema, 2017. "Determinants of bank technical efficiency: Evidence from commercial banks in Ethiopia," Cogent Business & Management, Taylor & Francis Journals, vol. 4(1), pages 1268356-126, January.
    32. Mohamed Mehdi Jelassi & Ezzeddine Delhoumi, 2021. "What explains the technical efficiency of banks in Tunisia? Evidence from a two-stage data envelopment analysis," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-26, December.
    33. Ahmad Dahiyat, 2016. "Does Liquidity and Solvency Affect Banks Profitability? Evidence from Listed Banks in Jordan," International Journal of Academic Research in Accounting, Finance and Management Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Accounting, Finance and Management Sciences, vol. 6(1), pages 35-40, January.
    34. Ruhul Salim & Amir Arjomandi & K. Hervé Dakpo, 2017. "Banks’ efficiency and credit risk analysis using by-production approach: the case of Iranian banks," Applied Economics, Taylor & Francis Journals, vol. 49(30), pages 2974-2988, June.
    35. Zouhaier Hadhek & Manel Frifita & Mosbah Lafi, 2018. "The Determinants of Profit Efficiency of Islamic Banks Using Stochastic Frontier Analysis Approach," International Journal of Economics and Financial Issues, Econjournals, vol. 8(6), pages 20-29.
    36. repec:eme:hppsss:v:24:y:2008:i:1:p:28-48 is not listed on IDEAS
    37. Parmendra Sharma & Neelesh Gounder & Dong Xiang, 2015. "Level and Determinants of Foreign Bank Efficiency in a Pacific Island Country," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 18(01), pages 1-26.
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