IDEAS home Printed from https://ideas.repec.org/a/mup/actaun/actaun_2012060020357.html
   My bibliography  Save this article

Efficiency in the Czech banking industry: A non-parametric approach

Author

Listed:
  • Daniel Stavárek

    (Katedra financí, Slezská univerzita v Opavě, Obchodně podnikatelská fakulta v Karviné, Univerzitní náměstí 1934/3, 733 40 Karviná, Česká republika)

  • Iveta Řepková

    (Katedra financí, Slezská univerzita v Opavě, Obchodně podnikatelská fakulta v Karviné, Univerzitní náměstí 1934/3, 733 40 Karviná, Česká republika)

Abstract

This paper estimates the efficiency of the Czech commercial banks in the period 2001-2010 using the non-parametric Data Envelopment Analysis. We simultaneously use two alternative specifications - CCR model and BCR model - that differ in returns to scale assumption. Differences in estimated efficiency scores of individual banks are quite large up to 70 percentage points. Largest banks perform significantly worse than mid-size and small banks. This efficiency gap decreases if variable returns to scale are considered in the estimation. The average efficiency in the banking sector remained nearly unchanged during the analysed period. Although each year is estimated separately one can observe a deterioration of average efficiency during the recent crisis period.

Suggested Citation

  • Daniel Stavárek & Iveta Řepková, 2012. "Efficiency in the Czech banking industry: A non-parametric approach," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 60(2), pages 357-366.
  • Handle: RePEc:mup:actaun:actaun_2012060020357
    DOI: 10.11118/actaun201260020357
    as

    Download full text from publisher

    File URL: http://acta.mendelu.cz/doi/10.11118/actaun201260020357.html
    Download Restriction: free of charge

    File URL: http://acta.mendelu.cz/doi/10.11118/actaun201260020357.pdf
    Download Restriction: free of charge

    File URL: https://libkey.io/10.11118/actaun201260020357?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Milan Rippel & Petr Teplý, 2011. "Operational Risk - Scenario Analysis," Prague Economic Papers, Prague University of Economics and Business, vol. 2011(1), pages 23-39.
    2. Sherman, H. David & Gold, Franklin, 1985. "Bank branch operating efficiency : Evaluation with Data Envelopment Analysis," Journal of Banking & Finance, Elsevier, vol. 9(2), pages 297-315, June.
    3. Fried, H. O. & Knox Lovell, C. A., 1994. "Enhancing the performance of credit unions: the evolution of a methodology," LIDAM Reprints CORE 1155, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    4. Seiford, Lawrence M. & Thrall, Robert M., 1990. "Recent developments in DEA : The mathematical programming approach to frontier analysis," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 7-38.
    5. 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.
    6. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181.
    7. Fries, Steven & Taci, Anita, 2005. "Cost efficiency of banks in transition: Evidence from 289 banks in 15 post-communist countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 55-81, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Vesna Micajkova, 2015. "Determinants of Macedonian Banks Efficiency," International Journal of Empirical Finance, Research Academy of Social Sciences, vol. 4(2), pages 123-130.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Iveta Repkova, 2013. "Estimation of Banking Efficiency in the Czech Republic: Dynamic Data Envelopment Analysis," DANUBE: Law and Economics Review, European Association Comenius - EACO, issue 4, pages 261-275, December.
    2. 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.
    3. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    4. Haslem, John A. & Scheraga, Carl A. & Bedingfield, James P., 1999. "DEA efficiency profiles of U.S. banks operating internationally," International Review of Economics & Finance, Elsevier, vol. 8(2), pages 165-182, June.
    5. Padmasai Arora, 2014. "Reforms, Ownership and Determinants of Efficiency: An Empirical Study of Commercial Banks in India," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 13(1), pages 103-138, April.
    6. Sabri Boubaker & Riadh Manita & Wael Rouatbi, 2021. "Large shareholders, control contestability and firm productive efficiency," Annals of Operations Research, Springer, vol. 296(1), pages 591-614, January.
    7. Ali, Agha Iqbal & Lerme, Catherine S. & Seiford, Lawrence M., 1995. "Components of efficiency evaluation in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 80(3), pages 462-473, February.
    8. Sreejith Aravindakshan & Frederick Rossi & T. S. Amjath-Babu & Prakashan Chellattan Veettil & Timothy J. Krupnik, 2018. "Application of a bias-corrected meta-frontier approach and an endogenous switching regression to analyze the technical efficiency of conservation tillage for wheat in South Asia," Journal of Productivity Analysis, Springer, vol. 49(2), pages 153-171, June.
    9. Basanta R. Dhungana & Peter L. Nuthall & Gilbert V. Nartea, 2004. "Measuring the economic inefficiency of Nepalese rice farms using data envelopment analysis," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(2), pages 347-369, June.
    10. Liu, John S. & Lu, Louis Y.Y. & Lu, Wen-Min & Lin, Bruce J.Y., 2013. "A survey of DEA applications," Omega, Elsevier, vol. 41(5), pages 893-902.
    11. Zhang, Anming & Zhang, Yimin & Zhao, Ronald, 2002. "Profitability and productivity of Chinese industrial firms: Measurement and ownership implications," China Economic Review, Elsevier, vol. 13(1), pages 65-88.
    12. Bozec, Richard & Dia, Mohamed, 2007. "Board structure and firm technical efficiency: Evidence from Canadian state-owned enterprises," European Journal of Operational Research, Elsevier, vol. 177(3), pages 1734-1750, March.
    13. Heikki Loikkanen & Ilkka Susiluoton, 2000. "Cost Efficiency of Finnish Municipalities in Basic Service Provision 1994-2002," Regional and Urban Modeling 283600056, EcoMod.
    14. Asish Saha & Nor Hayati Ahmad & Umakant Dash, 2015. "Drivers of technical efficiency in Malaysian banking: a new empirical insight," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 29(1), pages 161-173, May.
    15. Kerstens, Kristiaan & Vanden Eeckaut, Philippe, 1999. "Estimating returns to scale using non-parametric deterministic technologies: A new method based on goodness-of-fit," European Journal of Operational Research, Elsevier, vol. 113(1), pages 206-214, February.
    16. E Zere & Diane Mcintyre & T Addison, 2001. "Technical Efficiency And Productivity Of Public Sector Hospitals In Three South African Provinces," South African Journal of Economics, Economic Society of South Africa, vol. 69(2), pages 336-358, June.
    17. A. M. Theodoridis & A. Psychoudakis, 2008. "Efficiency Measurement in Greek Dairy Farms: Stochastic Frontier vs. Data Envelopment Analysis," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 1(2), pages 53-67, December.
    18. Maria Francesca Cracolici & Peter Nijkamp & Miranda Cuffaro, 2007. "Efficiency and Productivity of Italian Tourist Destinations: A Quantitative Estimation Based on Data Envelopment Analysis and the Malmquist Method," Springer Books, in: Álvaro Matias & Peter Nijkamp & Paulo Neto (ed.), Advances in Modern Tourism Research, chapter 0, pages 325-343, Springer.
    19. Chi-Lok, Andrew Yuen & Zhang, Anming, 2009. "Effects of competition and policy changes on Chinese airport productivity: An empirical investigation," Journal of Air Transport Management, Elsevier, vol. 15(4), pages 166-174.
    20. C. Lovell & Shawna Grosskopf & Eduardo Ley & Jesús Pastor & Diego Prior & Philippe Eeckaut, 1994. "Linear programming approaches to the measurement and analysis of productive efficiency," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 2(2), pages 175-248, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:mup:actaun:actaun_2012060020357. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Ivo Andrle (email available below). General contact details of provider: https://mendelu.cz/en/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.