IDEAS home Printed from https://ideas.repec.org/a/aka/aoecon/v66y2016i4p685-709.html
   My bibliography  Save this article

Technical Efficiency and Total Factor Productivity in the Kazakh Banking Industry

Author

Listed:
  • Adnan Kasman

    (Department of Economics, Faculty of Business, Dokuz Eylul University, Izmir, Turkey)

  • Kamila Mekenbayeva

    (National Bank of Kazakhstan, Department of Research and Strategic Analysis, Division of Monitoring of Enterprises Position, Almaty, Kazakhstan)

Abstract

This paper investigates the technical efficiency and productivity of Kazakh commercial banks over the period 2000–2013. Non-parametric approaches, namely the Data Envelopment Analysis and the Malmquist index are employed to calculate technical efficiency and productivity. In addition, a second-stage regression is also estimated to identify the determinants of efficiency. The results indicate that banks in Kazakhstan operate below their optimum levels, with larger banks being more efficient than smaller ones. The results also indicate the presence of economies of scale for banks of all sizes. The efficiency of banks is found to be significantly and positively related to profitability, capitalisation, bank size, and liquidity. The results further indicate that Kazakh banks seem to have experienced a significant productivity growth over the sample period.

Suggested Citation

  • Adnan Kasman & Kamila Mekenbayeva, 2016. "Technical Efficiency and Total Factor Productivity in the Kazakh Banking Industry," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 66(4), pages 685-709, December.
  • Handle: RePEc:aka:aoecon:v:66:y:2016:i:4:p:685-709
    as

    Download full text from publisher

    File URL: http://www.akademiai.com/doi/pdf/10.1556/032.2016.66.4.6
    Download Restriction: subscription
    ---><---

    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. David A Grigorian & Vlad Manole, 2006. "Determinants of Commercial Bank Performance in Transition: An Application of Data Envelopment Analysis," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 48(3), pages 497-522, September.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. R McKinnon, 1991. "Financial Control in the Transition to a Market Economy," CEP Discussion Papers dp0040, Centre for Economic Performance, LSE.
    4. Adnan Kasman & Saadet Kasman & Duygu Ayhan & Erdost Torun, 2013. "Total factor productivity and convergence: evidence from old and new EU member countries' banking sectors," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(sup1), pages 13-35, June.
    5. Kraft, Evan & Tirtiroglu, Dogan, 1998. "Bank Efficiency in Croatia: A Stochastic-Frontier Analysis," Journal of Comparative Economics, Elsevier, vol. 26(2), pages 282-300, June.
    6. Zalán Kocsis, 2014. "Global, regional, and country-specific components of financial market indicators," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 64(supplemen), pages 81-110, November.
    7. Cludia M. Buch, 1997. "Opening up for foreign banks: How Central and Eastern Europe can benefit1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 5(2), pages 339-366, November.
    8. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    9. Rainer Haselmann & Paul Wachtel, 2007. "Risk Taking by Banks in the Transition Countries," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 49(3), pages 411-429, September.
    10. 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.
    11. Subal Kumbhakar & Anatoly Peresetsky, 2013. "Cost efficiency of Kazakhstan and Russian banks: results from competing panel data models-super-1," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 6(1), pages 88-113, March.
    12. Nazin, Vladimir, 2010. "Nonparametric estimates of technical efficiency of Russian banks and crisis impact," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 20(4), pages 28-52.
    13. Drakos, Kostas, 2003. "Assessing the success of reform in transition banking 10 years later: an interest margins analysis," Journal of Policy Modeling, Elsevier, vol. 25(3), pages 309-317, April.
    14. Casu, Barbara & Girardone, Claudia & Molyneux, Philip, 2004. "Productivity change in European banking: A comparison of parametric and non-parametric approaches," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2521-2540, October.
    15. Ronald I. McKinnon, 1991. "Financial Control in the Transition from Classical Socialism to a Market Economy," Journal of Economic Perspectives, American Economic Association, vol. 5(4), pages 107-122, Fall.
    16. 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.
    17. Mukherjee, Kankana & Ray, Subhash C. & Miller, Stephen M., 2001. "Productivity growth in large US commercial banks: The initial post-deregulation experience," Journal of Banking & Finance, Elsevier, vol. 25(5), pages 913-939, May.
    18. Tomas Havranek & Zuzana Irsova, 2013. "Determinants of Bank Performance in Transition Countries: A Data Envelopment Analysis," Transition Studies Review, Springer;Central Eastern European University Network (CEEUN), vol. 20(1), pages 1-17, April.
    19. Mertens, Alexander & Urga, Giovanni, 2001. "Efficiency, scale and scope economies in the Ukrainian banking sector in 1998," Emerging Markets Review, Elsevier, vol. 2(3), pages 292-308, September.
    20. Bonin, John P. & Hasan, Iftekhar & Wachtel, Paul, 2005. "Bank performance, efficiency and ownership in transition countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 31-53, January.
    21. Adnan Kasman & Canan Yildirim, 2006. "Cost and profit efficiencies in transition banking: the case of new EU members," Applied Economics, Taylor & Francis Journals, vol. 38(9), pages 1079-1090.
    22. repec:zbw:bofitp:2010_001 is not listed on IDEAS
    23. 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.
    24. Zuzana Iršová & Tomáš Havránek, 2010. "Measuring Bank Efficiency: A Meta-Regression Analysis," Prague Economic Papers, Prague University of Economics and Business, vol. 2010(4), pages 307-328.
    25. Adnan Kasman, 2003. "Banking Efficiency During the Financial Crisis Period," Istanbul Stock Exchange Review, Research and Business Development Department, Borsa Istanbul, vol. 7(25-26), pages 65-82.
    26. 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.
    27. 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. M.V. Leonov, 2021. "Review of Modern Approaches for Assessing the Effectiveness of Banking," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 20(2), pages 294-326.

    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. Otero, Luis & Razia, Alaa & Cunill, Onofre Martorell & Mulet-Forteza, Carles, 2020. "What determines efficiency in MENA banks?," Journal of Business Research, Elsevier, vol. 112(C), pages 331-341.
    2. Havrylchyk, Olena, 2006. "Efficiency of the Polish banking industry: Foreign versus domestic banks," Journal of Banking & Finance, Elsevier, vol. 30(7), pages 1975-1996, July.
    3. Fotios Pasiouras, 2008. "International evidence on the impact of regulations and supervision on banks’ technical efficiency: an application of two-stage data envelopment analysis," Review of Quantitative Finance and Accounting, Springer, vol. 30(2), pages 187-223, February.
    4. Mamatzakis, Emmanuel & Staikouras, Christos & Koutsomanoli-Filippaki, Anastasia, 2008. "Bank efficiency in the new European Union member states: Is there convergence?," International Review of Financial Analysis, Elsevier, vol. 17(5), pages 1156-1172, December.
    5. Mamatzakis, E & kalyvas, a, 2013. "Regulations, Economic Freedom and Bank Performance: Evidence from the EU-10 Economies," MPRA Paper 51878, University Library of Munich, Germany.
    6. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    7. Staub, Roberta B. & da Silva e Souza, Geraldo & Tabak, Benjamin M., 2010. "Evolution of bank efficiency in Brazil: A DEA approach," European Journal of Operational Research, Elsevier, vol. 202(1), pages 204-213, April.
    8. Kiril Tochkov & Nikolay Nenovsky, 2009. "Efficiency of commercial banks in Bulgaria in the wake of EU accession," ICER Working Papers 21-2009, ICER - International Centre for Economic Research.
    9. Daniel Stavarek, 2005. "Efficiency of Banks in Regions at Different Stage of European Integration Process," Finance 0502020, University Library of Munich, Germany.
    10. Dana PANCUROVA & Stefan LYOCSA, 2013. "Determinants of Commercial Banks’ Efficiency: Evidence from 11 CEE Countries," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 63(2), pages 152-179, May.
    11. Konara, Palitha & Tan, Yong & Johnes, Jill, 2019. "FDI and heterogeneity in bank efficiency: Evidence from emerging markets," Research in International Business and Finance, Elsevier, vol. 49(C), pages 100-113.
    12. Alin Marius Andries & Bogdan Capraru, 2013. "Impact of Financial Liberalization on Banking Sectors Performance from Central and Eastern European Countries," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-9, March.
    13. Laurent Weill, 2006. "Propriété étrangère et efficience technique des banques dans les pays en transition. Une analyse par la méthode dea," Revue économique, Presses de Sciences-Po, vol. 57(5), pages 1093-1108.
    14. Staikouras, Christos & Mamatzakis, Emmanuel & Koutsomanoli-Filippaki, Anastasia, 2008. "Cost efficiency of the banking industry in the South Eastern European region," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(5), pages 483-497, December.
    15. Nurboja, Bashkim & Košak, Marko, 2017. "Banking efficiency in South East Europe: Evidence for financial crises and the gap between new EU members and candidate countries," Economic Systems, Elsevier, vol. 41(1), pages 122-138.
    16. Kiril Tochkov & Nikolay Nenovsk, 2010. "Institutional Reforms, EU Accession, and Bank Efficiency: Evidence from Bulgaria," Working Papers 201005, Texas Christian University, Department of Economics.
    17. repec:zbw:bofrdp:2011_005 is not listed on IDEAS
    18. Zaman, Mohammad Shahid & Valiyattoor, Vipin & Bhandari, Anup Kumar, 2022. "Dynamics of total factor productivity growth: An empirical analysis of Indian commercial banks," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
    19. Casu, Barbara & Girardone, Claudia, 2010. "Integration and efficiency convergence in EU banking markets," Omega, Elsevier, vol. 38(5), pages 260-267, October.
    20. Kyj, Larissa & Isik, Ihsan, 2008. "Bank x-efficiency in Ukraine: An analysis of service characteristics and ownership," Journal of Economics and Business, Elsevier, vol. 60(4), pages 369-393.
    21. Belousova, Veronika & Karminsky, Alexander & Kozyr, Ilya, 2018. "The macroeconomic and institutional determinants of the profit efficiency frontier for Russian banks," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 49, pages 91-114.

    More about this item

    Keywords

    Kazakh banks; technical efficiency; Malmquist total factor productivity index; DEA;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    Statistics

    Access and download statistics

    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:aka:aoecon:v:66:y:2016:i:4:p:685-709. 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: Kriston, Orsolya (email available below). General contact details of provider: https://akademiai.hu/ .

    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.