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Efficiency of Syrian Banks: A Nonparametric Frontier Approach

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  • Haidar Haidar

Abstract

The objective of this study is to measure efficiency of Syrian private banks. The study utilizes a non-parametric approach, namely the Data Envelopment Analysis DEA, and uses input- orientated models to measure pure technical efficiency and scale efficiency. Five alternative models under two approaches have been applied to show the effect of changing inputs and outputs on the estimated efficiency scores. Cross- sectional data were chosen to estimate efficiency scores of Syrian private banks. The Software DEAP, version 2.1, has been used in the analysis and the obtained results were compared against traditional performance measures. Study results show that the overall average efficiency score is low due to the low average of scale efficiency. Â JEL classification numbers: C14, D61, G21.

Suggested Citation

  • Haidar Haidar, 2022. "Efficiency of Syrian Banks: A Nonparametric Frontier Approach," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 12(6), pages 1-2.
    • Handle: RePEc:spt:apfiba:v:12:y:2022:i:6:f:12_6_2
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    1. William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), 2011. "Handbook on Data Envelopment Analysis," International Series in Operations Research and Management Science, Springer, number 978-1-4419-6151-8, April.
    2. Henry Tulkens, 2006. "On FDH Efficiency Analysis: Some Methodological Issues and Applications to Retail Banking, Courts and Urban Transit," Springer Books, in: Parkash Chander & Jacques Drèze & C. Knox Lovell & Jack Mintz (ed.), Public goods, environmental externalities and fiscal competition, chapter 0, pages 311-342, Springer.
    3. 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.
    4. 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.
    5. William W. Cooper & Lawrence M. Seiford & Joe Zhu, 2011. "Data Envelopment Analysis: History, Models, and Interpretations," International Series in Operations Research & Management Science, in: William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), Handbook on Data Envelopment Analysis, chapter 0, pages 1-39, Springer.
    6. Allen N. Berger & David B. Humphrey, 1992. "Measurement and Efficiency Issues in Commercial Banking," NBER Chapters, in: Output Measurement in the Service Sectors, pages 245-300, National Bureau of Economic Research, Inc.
    7. Emrouznejad, Ali & Parker, Barnett R. & Tavares, Gabriel, 2008. "Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEA," Socio-Economic Planning Sciences, Elsevier, vol. 42(3), pages 151-157, September.
    8. Asma Mobarek & Alovaddin Kalonov, 2014. "Comparative performance analysis between conventional and Islamic banks: empirical evidence from OIC countries," Applied Economics, Taylor & Francis Journals, vol. 46(3), pages 253-270, January.
    9. Joseph C. Paradi & Zijiang Yang & Haiyan Zhu, 2011. "Assessing Bank and Bank Branch Performance," International Series in Operations Research & Management Science, in: William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), Handbook on Data Envelopment Analysis, chapter 0, pages 315-361, Springer.
    10. Haque, Faizul & Brown, Kym, 2017. "Bank ownership, regulation and efficiency: Perspectives from the Middle East and North Africa (MENA) Region," International Review of Economics & Finance, Elsevier, vol. 47(C), pages 273-293.
    11. Lampe, Hannes W. & Hilgers, Dennis, 2015. "Trajectories of efficiency measurement: A bibliometric analysis of DEA and SFA," European Journal of Operational Research, Elsevier, vol. 240(1), pages 1-21.
    12. Drake, Leigh & Hall, Maximilian J. B., 2003. "Efficiency in Japanese banking: An empirical analysis," Journal of Banking & Finance, Elsevier, vol. 27(5), pages 891-917, May.
    13. Benston, George J, 1972. "Economies of Scale of Financial Institutions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 4(2), pages 312-341, May.
    14. Berger, Allen N. & Hunter, William C. & Timme, Stephen G., 1993. "The efficiency of financial institutions: A review and preview of research past, present and future," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 221-249, April.
    15. Sepideh Kaffash & Marianna Marra, 2017. "Data envelopment analysis in financial services: a citations network analysis of banks, insurance companies and money market funds," Annals of Operations Research, Springer, vol. 253(1), pages 307-344, June.
    16. Mohamed Khaled Al-Jafari & Mohammad Alchami, 2014. "Determinants of Bank Profitability: Evidence from Syria," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 4(1), pages 1-2.
    17. 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.
    18. Pastor, JoseManuel & Perez, Francisco & Quesada, Javier, 1997. "Efficiency analysis in banking firms: An international comparison," European Journal of Operational Research, Elsevier, vol. 98(2), pages 395-407, April.
    19. Fethi, Meryem Duygun & Pasiouras, Fotios, 2010. "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, Elsevier, vol. 204(2), pages 189-198, July.
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    More about this item

    Keywords

    Efficiency; Data Envelopment Analysis; Syrian Banks.;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • D61 - Microeconomics - - Welfare Economics - - - Allocative Efficiency; Cost-Benefit Analysis
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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