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Determinants of bank technical efficiency: Evidence from rural and community banks in Ghana

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  • Michael Adusei
Abstract
What are the determinants of the technical efficiency of rural and community banks in Ghana? This paper addresses this question with data from 101 rural and community banks in Ghana. Data envelopment analysis based on the variable return to scale assumption and binary logistic regression technique has been used for analysis. The results show that only 20 rural and community banks are technically efficient. The binary logistic regression analysis provides evidence that size, profitability, and bank funding quality are significant determinants of technical efficiency in the rural banking industry in Ghana. Whereas an increase in the size and funding quality of a rural bank results in a decrease in its technical efficiency, an increase in the profitability of a rural bank improves its technical efficiency. It can be inferred from these results that the resource utilization of many rural and community banks in Ghana is weak and that the resource utilization performance of a rural bank can be assessed by considering its size, profitability, and funding quality.

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  • Michael Adusei, 2016. "Determinants of bank technical efficiency: Evidence from rural and community banks in Ghana," Cogent Business & Management, Taylor & Francis Journals, vol. 3(1), pages 1199519-119, December.
    • Handle: RePEc:taf:oabmxx:v:3:y:2016:i:1:p:1199519
    DOI: 10.1080/23311975.2016.1199519
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    1. Avkiran, Necmi K., 2006. "Developing foreign bank efficiency models for DEA grounded in finance theory," Socio-Economic Planning Sciences, Elsevier, vol. 40(4), pages 275-296, December.
    2. Wheelock, David C & Wilson, Paul W, 1995. "Explaining Bank Failures: Deposit Insurance, Regulation, and Efficiency," The Review of Economics and Statistics, MIT Press, vol. 77(4), pages 689-700, November.
    3. Fujii, Hidemichi & Managi, Shunsuke & Matousek, Roman, 2014. "Indian bank efficiency and productivity changes with undesirable outputs: A disaggregated approach," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 41-50.
    4. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    5. Allen N. Berger & Timothy H. Hannan, 1998. "The Efficiency Cost Of Market Power In The Banking Industry: A Test Of The "Quiet Life" And Related Hypotheses," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 454-465, August.
    6. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    7. Mohamed Mostafa, 2007. "Modeling the efficiency of GCC banks: a data envelopment analysis approach," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 56(7), pages 623-643, September.
    8. Kok Fong See & Yong He, 2015. "Determinants of Technical Efficiency in Chinese Banking: A Double Bootstrap Data Envelopment Analysis Approach," Global Economic Review, Taylor & Francis Journals, vol. 44(3), pages 286-307, September.
    9. David Hauner, 2005. "Explaining efficiency differences among large German and Austrian banks," Applied Economics, Taylor & Francis Journals, vol. 37(9), pages 969-980.
    10. Al-Gasaymeh, Anwar, 2016. "Bank efficiency determinant: Evidence from the gulf cooperation council countries," Research in International Business and Finance, Elsevier, vol. 38(C), pages 214-223.
    11. Sunil Kumar, 2008. "An Analysis of Efficiency–Profitability Relationship in Indian Public Sector Banks," Global Business Review, International Management Institute, vol. 9(1), pages 115-129, June.
    12. Yongil Jeon & Stephen Miller, 2005. "Performance of Domestic and Foreign Banks: The Case of Korea and the Asian Financial Crisis," Global Economic Review, Taylor & Francis Journals, vol. 34(2), pages 145-165.
    13. LaPlante, A.E. & Paradi, J.C., 2015. "Evaluation of bank branch growth potential using data envelopment analysis," Omega, Elsevier, vol. 52(C), pages 33-41.
    14. Demsetz, Harold, 1973. "Industry Structure, Market Rivalry, and Public Policy," Journal of Law and Economics, University of Chicago Press, vol. 16(1), pages 1-9, April.
    15. Aigbe Akhigbe & James McNulty, 2005. "Profit efficiency sources and differences among small and large U.S. commercial banks," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 29(3), pages 289-299, September.
    16. John Goddard & Phil Molyneux & John O. S. Wilson, 2004. "The profitability of european banks: a cross‐sectional and dynamic panel analysis," Manchester School, University of Manchester, vol. 72(3), pages 363-381, June.
    17. Rosman, Romzie & Wahab, Norazlina Abd & Zainol, Zairy, 2014. "Efficiency of Islamic banks during the financial crisis: An analysis of Middle Eastern and Asian countries," Pacific-Basin Finance Journal, Elsevier, vol. 28(C), pages 76-90.
    18. Homma, Tetsushi & Tsutsui, Yoshiro & Uchida, Hirofumi, 2014. "Firm growth and efficiency in the banking industry: A new test of the efficient structure hypothesis," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 143-153.
    19. 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.
    20. Sufian, Fadzlan, 2009. "Determinants of bank efficiency during unstable macroeconomic environment: Empirical evidence from Malaysia," Research in International Business and Finance, Elsevier, vol. 23(1), pages 54-77, January.
    21. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    22. Yin, Haiyan & Yang, Jiawen & Mehran, Jamshid, 2013. "An empirical study of bank efficiency in China after WTO accession," Global Finance Journal, Elsevier, vol. 24(2), pages 153-170.
    23. Hou, Xiaohui & Wang, Qing & Zhang, Qi, 2014. "Market structure, risk taking, and the efficiency of Chinese commercial banks," Emerging Markets Review, Elsevier, vol. 20(C), pages 75-88.
    24. Hasan, Iftekhar & Marton, Katherin, 2003. "Development and efficiency of the banking sector in a transitional economy: Hungarian experience," Journal of Banking & Finance, Elsevier, vol. 27(12), pages 2249-2271, December.
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    Cited by:

    1. Eric Fosu Oteng-Abayie & Anthony Affram & Henry Kofi Mensah, 2018. "Corporate Governance and Efficiency of Rural and Community Banks (RCBs) in Ghana," Econometric Research in Finance, SGH Warsaw School of Economics, Collegium of Economic Analysis, vol. 3(2), pages 93-118, December.
    2. Said-Nour Samake, 2022. "Prudential Regulation and Bank Efficiency : Evidence from WAEMU Zone," Working Papers hal-03540209, HAL.
    3. Eric Fosu Oteng-Abayie, 2017. "Technical efficiency and total factor productivity of rural banks in Ghana," Cogent Economics & Finance, Taylor & Francis Journals, vol. 5(1), pages 1366088-136, January.
    4. 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.
    5. Carlos S. Torres-Inga & Cristina Velasco-Heras & A. Javier Aguirre-de Juana & Guillermo E. Guevara-Viera & Raúl V. Guevara-Viera, 2022. "Technical Efficiency’s Nonparametric Analysis of Ecuadorian Saving and Credit Cooperatives before and during the Pandemic," Economies, MDPI, vol. 10(4), pages 1-15, April.

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