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2013 | 4 | 2 | 17-37

Article title

Performance Analysis and Benchmarking of Commercial Banks Operating in Bosnia and Herzegovina: a DEA Approach

Title variants

Languages of publication

EN

Abstracts

EN
Background: During the last four years, the banking sector in Bosnia and Herzegovina has been facing crisis which has caused the stagnation within the sector. Still, the results within the sector vary to a great extent from bank to bank. Objectives: The efficiency score is assessed for each bank and serves as a basis for further comparisons between banks in the period between 2008 and 2010. Methods: A modified model of Data Envelopment Analysis (DEA) has been used in order to combine several financial indicators simultaneously in a unique efficiency measure. The model provides a rounded judgement on a bank's relative efficiency. Results: Efficiency of individual banks varied throughout the observed period and not all of the banks were a part of the negative banking sector trend induced by the crisis. There is no significant difference between performance of banks in different entities of Bosnia and Herzegovina, and between smaller and larger banks. Conclusions: The results of the study can be used by bank managers to assess the performance of their banks, as observing financial ratios separately can result in a misleading conclusion. The most valuable practical implications of the findings are the provided feasible targets for the three observed years.

Publisher

Year

Volume

4

Issue

2

Pages

17-37

Physical description

Dates

published
2013-12-01
online
2014-01-22

Contributors

author
  • Sarajevo School of Science and Technolocy, Economics Department, Sarajevo, Bosnia and Herzegovina & Hypo Alpe Adria Bank d.d. Mostar, Bosnia and Herzegovina
  • Centralna Banka Bosne i Hercegovine, Sarajevo, Bosnia and Herzegovina

References

  • 1. Alam, H.M., Raza, A., Akram, M. (2011), ”A Financial Performance Comparison of Public Vs Private Banks: The Case of Commercial Banking Sector of Pakistan“, International Journal of Business & Social Science, Vol. 2, No. 11, pp. 56-64.
  • 2. Alper, D., Anbar, A. (2011), ”Bank Specific and Macroeconomic Determinants of Commercial Bank Profitability: Empirical Evidence from Turkey“, Business & Economics Research Journal, Vol. 2, No. 2, pp. 139-152.
  • 3. Banker, R.D., Charnes, A., Cooper, W. W. (1984), ”Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis“, Management Science, Vol. 30, No. 9, pp. 1078-1092.[Crossref]
  • 4. Berg, S.A., Gørsund, F.R., Jansen, E.S. (1991), ”Technical Efficiency of Norwegian Banks: The Non-Parametric Approach to Efficiency Measurement“, Journal of Productivity Analysis, Vol. 2, No. 2, pp. 127-142.
  • 5. Casu, B., Girardone, C., Molyneux, P. (2006), Introduction to banking, Pearson Education.
  • 6. Charnes, A., Cooper, W. W. & Rhodes, E. (1978), „Measuring the efficiency of decision making units“, European Journal of Operational Research, Vol. 2, No. 6, pp. 429-444.
  • 7. Chatzoglou, P.D., Diamantidis A.D., Vraimaki E., Polychrou E., Chatzitheodorou K. (2010), ”Banking productivity: an overview of the Greek banking system“, Managerial Finance, Vol. 36, No. 12, pp. 1007-1027.[Crossref]
  • 8. Chen, T.-Y., Yeh, T.-L. (2000), ”A Measurement of Bank Efficiency, Ownership and Productivity Changes in Taiwan“, Service Industries Journal, Vol. 20, No. 1, pp. 95-109.[Crossref]
  • 9. Cooper, William W., (2010), Handbook on Data Envelopment Analysis, Springer.
  • 10. Derbali, A. (2011), ”Determinants of banking profitability before and during the financial crisis of 2007: The case of Tunisian banks”, Interdisciplinary Journal of Contemporary Research in Business, Vol. 3, No. 3, pp. 1256-1269.
  • 11. Fakhri, G., Menacere, K. & Pegum, R., (2010), Organizational Specificities That Affect The Use Of Corporate Performance Measurements Process In The Banking Sector. Journal of Performance Management, Vol. 23, No. 3, pp. 5-22.
  • 12. Feroz, E.H., Kim, S., Raab, R.L. (2003), ”Financial statement analysis: A data envelopment analysis approach”, Journal of the Operational Research Society, Vol. 54, No. 1, pp. 48.
  • 13. Gaganis, C. et al. (2009), ”Estimating and analyzing the efficiency and productivity of bank branches: Evidence from Greece”, Managerial Finance, Vol. 35, No. 2, pp. 202-218.[Crossref]
  • 14. Gaganis, C., Pasiouras, F. (2009), ”Efficiency in the Greek Banking Industry: A Comparison of Foreign and Domestic Banks”, International Journal of the Economics of Business, Vol. 16, No. 2, pp. 221-237.
  • 15. Garcia-Sánchez, I.M. (2007), ”Efficiency and effectiveness of Spanish football teams: a three-stage-DEA approach”, Central European Journal of Operations Research, Vol. 15, No. 1, pp. 21-45.
  • 16. Goddard, J., Molyneux, P., Wilson, J.O.S. (2004), ”The profitability of European banks: a cross-sectional and dynamic panel analysis”, Manchester School, Vol. 72, No. 3, pp. 363-381.[Crossref]
  • 17. Halkos, G. (2004), ”Efficiency measurement of the Greek commercial banks with the use of financial ratios: a data envelopment analysis approach”, Management Accounting Research, Vol. 15, No. 2, pp. 201-224.[Crossref]
  • 18. Ho, C.-T., Wu, Y.-S. (2006), ”Benchmarking performance indicators for banks”, Benchmarking: An International Journal, Vol.13, No. 1/2, pp. 147-159.
  • 19. Ho, C.-T. (2006), ”Measuring bank operations performance: an approach based on Grey Relation Analysis”, Journal of the Operational Research Society, Vol. 57, No. 4, pp. 337-349.
  • 20. Jemric, I., Vujcic, B. (2002), ”Efficiency of Banks in Croatia: A Dea Approach”, available at: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1673690 / ( 25 November 2011].
  • 21. Kapor, P. (2005), Bankarstvo sa osnovama bankarskog poslovanja i medjunarodnim bankarstvom, Megatrend univerzitet primjenjenih nauka, Beograd.
  • 22. Kosmidou, K., Zopounidis, C. (2008), ”Measurement of Bank Performance in Greece”, South-Eastern Europe Journal of Economics, Vol. 1, pp. 79-95.
  • 23. Keh, H.T., Chu, S., Xu, J. (2006), ”Efficiency, effectiveness and productivity of marketing in services”, European Journal of Operational Research, Vol. 170, No. 1, pp. 265-276.[Crossref]
  • 24. Kosmidou, K. et al. (2006), ”Assessing Performance Factors in the UK Banking Sector: A Multicriteria Methodology”, Central European Journal of Operations Research, Vol. 14, No. 1, pp. 25-44.[Crossref]
  • 25. Koçak, H. (2011), ”Efficiency Examination of Turkish Airports with DEA Approach”, International Business Research, Vol. 4, No. 2, pp. 204-212.
  • 26. Kumar, S., Gulati, R. (2010), ”Measuring efficiency, effectiveness and performance of Indian public sector banks”, International Journal of Productivity and Performance Management, Vol. 59, No. 1, pp. 51-74.
  • 27. Mostafa, M. (2007), ”Benchmarking top Arab banks’ efficiency through efficient frontier analysis”, Industrial Management & Data Systems, Vol. 107, No. 6, pp. 802-823.[Crossref]
  • 28. Ozcan, Y.A., McCue, M.J. (1996), ”Development of a financial performance index for hospitals: DEA approach”, Journal of the Operational Research Society, Vol. 47, No. 1, pp. 18.
  • 29. Ozkan-Gunay, E.N., Tektas, A. (2006), ”Efficiency Analysis of the Turkish Banking Sector in Precrisis and Crisis Period: A DEA Approach”, available at: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1095583 / (23 November 2011).
  • 30. Pejic-Bach, M., Simicevic, V. (2006), ”Financial Structure and the Profitability of Croatian Banks”, available at: http://www.wseas.us/e-library/conferences/2006cavtat/papers/528-105.pdf / ( 23 November 2011).
  • 31. Ramadan, I.Z., Kilani, Q.A., Kaddumi, T.A. (2011), ”Determinants of Bank Profitability: Evidence from Jordan”, International Journal of Academic Research, Vol. 3, No. 4, pp. 180-191.
  • 32. Ramanathan, R. (2007), ”Performance of banks in countries of the Gulf Cooperation Council”, International Journal of Productivity and Performance Management, Vol. 56, No. 2, pp. 137-154.
  • 33. Rose, P.S. (2001), Commercial bank management, McGraw-Hill/Irwin, Boston.
  • 34. Shanling Li, Feng Liu, Whitmore, G.A. (2001), ”Comparative Performance of Chinese Commercial Banks: Analysis, Findings and Policy Implications”, Review of Quantitative Finance & Accounting, Vol. 16, No. 2, pp.149-170.
  • 35. Spathis, C., Kosmidou, K., Doumpos, M. (2002), ”Assessing Profitability Factors in the Greek Banking System: A Multicriteria Methodology”, International Transactions in Operational Research, Vol. 9, No. 5, pp. 517-530.
  • 36. Sultan, J., Bilal, M., Abbas, Z. (2011), ”Performance measurement by Data Envelopment Analysis (DEA): A study of banking sector in Pakistan”, Interdisciplinary Journal of Contemporary Research in Business, Vol. 2, No. 12, pp. 229-249.
  • 37. Šarlija, N., Harc, M. (2012). “The impact of liquidity on the capital structure: a case study of Croatian firms”, Business Systems Research, Vol. 3, No. 1, pp. 30-36.[Crossref]
  • 38. Talluri, S. (2000), ” Data Envelopment Analysis: Models and Extensions”, available at: http://www.decisionsciences.org/decisionline/Vol31/31_3/31_3pom.pdf / (10 November 2011).
  • 39. Tsolas, I.E., 2010. Modeling bank branch profitability and effectiveness by means of DEA.International Journal of Productivity and Performance Management, Vol. 59, No. 5, pp. 432-451.
  • 40. Ulucan, A. (2011), ”Measuring the Efficiency of Turkish Universities Using Measure-Specific Data Envelopment Analysis”, Sosyoekonomi, Vol. 7, No. 1, pp. 181-196
  • 41. Vojvodic Rosenzweig, V., Volarevic, H., Varovic, M. (2012). “Profitability as a business goal: the multicriteria approach to the ranking of the five largest Croatian banks”, Business Systems Research, Vol. 3, No. 1, pp. 37-48.
  • 42. Van Horne, J.C., Wachowicz J.M. (2001), Fundamentals of Financial Management, Prentice-Hall.
  • 43. Zhu, J. (2003), Quantitative models for performance evaluation and benchmarking: data envelopment analysis with spreadsheets and DEA Excel Solver, Springer.
  • 1. Abbreviated Audit Report of Banks in the Republika Srpska (2009), available at: http://www.abrs.ba/publikacije/RevizBankeRS31122009.pdf / (10 November 2011).
  • 2. Abbreviated Audit Report of Banks in the Republika Srpska (2010), available at: http://www.abrs.ba/publikacije/RevizBankeRS31122010.pdf / (10 November 2011).
  • 3. Abbreviated Audit Report of Banks in the Republika Srpska (2008), available at: http://www.abrs.ba/publikacije/RevizBankeRS31122008.pdf / (10 November 2011).
  • 4. CBBH Annual Report (2010), available at: http://www.cbbh.ba/files/godisnji_izvjestaji/2010/GI_2010_en.pdf/(10 November 2011).
  • 5. CBBH Annual Report (2009), available at: http://www.cbbh.ba/files/godisnji_izvjestaji/2009/GI_2009_en.pdf / (10 November 2011).
  • 6. CBBH Annual Report (2008), available at: http://www.cbbh.ba/files/godisnji_izvjestaji/2008/cbbh_annual_report_2008_en.pdf / (10November 2011).
  • 7. Condensed Reports of External Auditors on Financial Statements of Banks in the Federation of Bosnia and Herzegovina (2008), available at: http://www.fba.ba/images/documents_archive/publikacije_68_3.pdf / (05 Novem 2011).
  • 8. Condensed Reports of External Auditors on Financial Statements of Banks in the Federation of Bosnia and Herzegovina (2009), available at: http://www.fba.ba/index.php?page=article&id=296 / (05 November 2011).
  • 9. Condensed Reports of External Auditors on Financial Statements of Banks in the Federation of Bosnia and Herzegovina (2010), available at: http://www.fba.ba/images/Publikacije_Banke/BF_2010.pdf / (05 November 2011).
  • 10. Information on Banking System of the Federation of Bosnia and Herzegovina as of31.12.2008. (2008), available at: http://www.fba.ba/images/Publikacije_Banke/Informacija_bank_31122010_eng.pdf (05November 2011).
  • 11. Information on Banking System of the Federation of Bosnia and Herzegovina as of31.12.2009. (2009), available at: http://www.fba.ba/images/documents_archive/publikacije_71_3.pdf / (05 Novem 2011).
  • 12. Information on Banking System of the Federation of Bosnia and Herzegovina as of31.12.2010. (2010), available at: http://www.fba.ba/images/documents_archive/publikacije_66_3.pdf / (05 Novem 2011).
  • 13. Report on Condition of Banking system of Republika Srpska (2008), available at: http://www.abrs.ba/publikacije/end2008.pdf / (05 November 2011).
  • 14. Report on Condition of Banking system of Republika Srpska (2009), available at: http://www.abrs.ba/publikacije/end2009.pdf / (05 November 2011).
  • 15. Report on Condition of Banking system of Republika Srpska (2010), available at: http://www.abrs.ba/publikacije/end2010.pdf.pdf / (05 November 2011).

Document Type

Publication order reference

Identifiers

YADDA identifier

bwmeta1.element.doi-10_2478_bsrj-2013-0010
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