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Assessing the Determinants of Efficiency: An Empirical Evidence from Developing Economy

Author

Listed:
  • Warda Nadeem
  • Nadeem Iqbal
  • Hassan Hanif

Abstract

Increasing banks' efficiency may help boost the country's economic activity. This study aims to focus on the Pakistani bank’s technical efficiency over the period 2014 to 2019. The study adopts the non-parametric estimation technique based on the output-oriented CCR model to measure banks' technical efficiency scores. The obtained results revealed that the six banks from 30 that remain technically efficient in the sample period from 2014-2019 were Bank Alfalah Ltd, CITI Bank NA Pakistan, Habib Metropolitan Bank Ltd, Industrial Development Bank, MCB Bank Ltd and Samba Bank Ltd. So, other banks should follow the efficient utilization of resources as these banks are utilizing and set as a benchmark of Technical Efficiency. From the results of GMM, it is concluded that the firm-specific determinants that have a significant negative effect on technical efficiency in the case of Pakistan are leverage. In contrast, profitability and solvency have a significant positive impact on the technical efficiency of banks. However, bank size and liquidity are found to be insignificant. Among the macroeconomic variables, GDP has a significant positive impact, whereas interest rate and regulatory quality have a significant negative effect on the technical efficiency of banks in Pakistan. However, political stability was found to be insignificant. The findings of this study have important policy implications for regulators and managers by focusing on the minimal utilization of input and by maximizing output through better management of resources like fixed assets, labor, operating expenses, deposits, and equity. To maximize the outcomes of the banks that are an investment, net profit, loans, other earning assets, and non-interest income, banks can maximize their technical efficiency. Secondly, the banking efficiency could also be enhanced through firm-specific and macroeconomic variables.

Suggested Citation

  • Warda Nadeem & Nadeem Iqbal & Hassan Hanif, 2022. "Assessing the Determinants of Efficiency: An Empirical Evidence from Developing Economy," Journal of Economic Impact, Science Impact Publishers, vol. 4(1), pages 71-80.
  • Handle: RePEc:adx:journl:v:4:y:2022:i:1:p:71-80
    DOI: 10.52223/jei4012208
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    References listed on IDEAS

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    1. Drake, Leigh & Hall, Maximilian J.B. & Simper, Richard, 2006. "The impact of macroeconomic and regulatory factors on bank efficiency: A non-parametric analysis of Hong Kong's banking system," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1443-1466, May.
    2. Smirlock, Michael, 1985. "Evidence on the (Non) Relationship between Concentration and Profitability in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 69-83, February.
    3. Berger, Allen N. & Mester, Loretta J., 2003. "Explaining the dramatic changes in performance of US banks: technological change, deregulation, and dynamic changes in competition," Journal of Financial Intermediation, Elsevier, vol. 12(1), pages 57-95, January.
    4. Berger, Allen N. & Mester, Loretta J., 2005. "Erratum to "Explaining the dramatic changes in performance of US banks: Technological change, deregulation, and dynamic changes in competition" [J. Fin. Intermed. 12 (2003) 57-95]," Journal of Financial Intermediation, Elsevier, vol. 14(2), pages 278-279, April.
    5. repec:eme:mfppss:mf-05-2019-0241 is not listed on IDEAS
    6. Sunil Kumar & Rachita Gulati, 2010. "Measuring efficiency, effectiveness and performance of Indian public sector banks," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 59(1), pages 51-74, January.
    7. Stewart, Chris & Matousek, Roman & Nguyen, Thao Ngoc, 2016. "Efficiency in the Vietnamese banking system: A DEA double bootstrap approach," Research in International Business and Finance, Elsevier, vol. 36(C), pages 96-111.
    8. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2013. "Financial freedom and bank efficiency: Evidence from the European Union," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1223-1231.
    9. Creel, Jérôme & Hubert, Paul & Labondance, Fabien, 2015. "Financial stability and economic performance," Economic Modelling, Elsevier, vol. 48(C), pages 25-40.
    10. Varaidzo batsirai Shayanewako & Asrat Tsegaye, 2018. "The impact of interest rate spread on the banking system efficiency in South Africa," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1546417-154, January.
    11. 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.
    12. Piyush Kumar Singh & Keyur Thaker & Vassilios Papavassiliou, 2020. "Profit efficiency and determinants of Indian banks; A truncated bootstrap and data envelopment analysis," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1724242-172, January.
    13. McDonald, John, 2009. "Using least squares and tobit in second stage DEA efficiency analyses," European Journal of Operational Research, Elsevier, vol. 197(2), pages 792-798, September.
    14. Bitar, Mohammad & Pukthuanthong, Kuntara & Walker, Thomas, 2020. "Efficiency in Islamic vs. conventional banking: The role of capital and liquidity," Global Finance Journal, Elsevier, vol. 46(C).
    15. Stijn Claessens & Luc Laeven, 2005. "Financial Dependence, Banking Sector Competition, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 3(1), pages 179-207, March.
    16. Sunil Kumar & Rachita Gulati, 2010. "Measuring efficiency, effectiveness and performance of Indian public sector banks," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 59(1), pages 51-74, January.
    17. Clements Adeyinka Akinsoyinu, 2015. "Efficiency Evaluation of European Financial Cooperative Sector. A Data Envelopment Analysis Approach," 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. 5(4), pages 11-21, October.
    18. Chortareas, Georgios E. & Garza-García, Jesús G. & Girardone, Claudia, 2012. "Competition, efficiency and interest rate margins in Latin American banking," International Review of Financial Analysis, Elsevier, vol. 24(C), pages 93-103.
    19. Casu, Barbara & Girardone, Claudia, 2010. "Integration and efficiency convergence in EU banking markets," Omega, Elsevier, vol. 38(5), pages 260-267, October.
    20. Dekker, David & Post, Thierry, 2001. "A quasi-concave DEA model with an application for bank branch performance evaluation," European Journal of Operational Research, Elsevier, vol. 132(2), pages 296-311, July.
    21. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    22. Tan, Yong & Anchor, John, 2017. "The impacts of risk-taking behaviour and competition on technical efficiency: Evidence from the Chinese banking industry," Research in International Business and Finance, Elsevier, vol. 41(C), pages 90-104.
    23. Short, Brock K., 1979. "The relation between commercial bank profit rates and banking concentration in Canada, Western Europe, and Japan," Journal of Banking & Finance, Elsevier, vol. 3(3), pages 209-219, September.
    24. Charnes, A. & Cooper, W. W. & Rhodes, E., 1979. "Measuring the efficiency of decision-making units," European Journal of Operational Research, Elsevier, vol. 3(4), pages 339-338, July.
    25. Rym Ayadi & Marek Dabrowski & Luc De Wulf (ed.), 2015. "Economic and Social Development of the Southern and Eastern Mediterranean Countries," Springer Books, Springer, edition 127, number 978-3-319-11122-3, March.
    26. Mansour, Rana & El Moussawi, Chawki, 2020. "Efficiency, technical progress and productivity of Arab banks: A non-parametric approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 191-208.
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