Measuring Cost Efficiency of Ukrainian Banks in 2008
DOI:
https://doi.org/10.2478/v10103-012-0036-4Abstract
The paper presents the results of a stochastic frontier analysis (SFA) of cost-efficiency of Ukrainian banks. As of lack of data on the personnel costs, we had to set limits to the year of 2008 only. To modeling banking activity, we apply the intermediary approach as one of the most commonly used in literature. Considering the results of statistical tests, we chose translog functional form of cost function and half–normal distribution of random inefficiency term. As a result of the research, we found out that efficiency of Ukrainian banks varies within 0.5224 and 0.9869 with an average value of 0.8734. Having checked a range of hypotheses, we discovered insignificant distinctions among banks by their size, type of owner and location.
Downloads
References
Aigner, D., Lovell, C.A., Schmidt, P. (1977). Formulation and Estimation of Stochastic Frontier Production Models. Journal of Econometrics, no. 6
Google Scholar
Bogetoft P., Otto L. (2011). Benchmarking with DEA, SFA, and R., Springer Byelousova V.Yu. Effektivnost' izdyerzhek odnorodnyh rossiyskih kommercheskih bankov: obzor problyemy I novyye ryezul'taty. Ekonomichyeskiy zhurnal VShE, no. 4 // Белоусова В.Ю. (2009). Эффективность издержек однородных российских коммерческих банков: обзор проблемы и новые результаты. Экономический журнал ВШЭ, 4, сc. 489-519
Google Scholar
Coelli T.J., Rao D.S.P., O’Donnell C.J. & Battese G.E. (2005). An Introduction to Efficiency and Productivity Analysis (Chapter 8, 9).Springer
Google Scholar
Debreu G. (1951). The Coefficient of Resource Utilisation. Econometrica, l951, no. 19
Google Scholar
Farrell M. J. (1957). The Measurement of Productive Efficiency. Journal of the Royal Statistical Society, l957, A CXX, Pt. no. 3
Google Scholar
Gujarati D.N. (2004). Basic Econometrics, 4th Ed., The McGraw−Hill
Google Scholar
Hasan I. and Marton K. (2003). Development and efficiency of the banking sector in a transitional economy: Hungarian experience. Journal of Banking & Finance, no. 27
Google Scholar
Koopmans T. C. (1951). Analysis of Production as an Efficient Combination of Activities. // Koopmans T. C. (ed). Activity Analysis of Production and Allocation. Wiley, New York
Google Scholar
Kumbhakar S. C. and Lovell C. A. K. (2000). Stochastic Frontier analysis. Cambridge University Press, Cambridge
Google Scholar
Meeusen W. and van Den Broeck J. (1977). Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error. International Economic Review, no. 18(2)
Google Scholar
Mertens A. and Urga G. (2001). Efficiency, scale and scope economies in the Ukrainian banking sector in 1998. Emerging Markets Review, no. 2
Google Scholar
Peresetsky A. (2010). Bank cost efficiency in Kazakhstan and Russia. BOFIT Discussion Papers, 1/2010
Google Scholar
Pilyavskyy A. and Matsiv Yu. (2010). An Analysis of the Efficiency and Productivity of Ukrainian Banks. Studia i Prace Uniwersytetu Ekonomicznrgo w Krakowie (Data Analysis Methods in Economics Research), Kraków, no. 11
Google Scholar
Pilyavskyy A., Vovchak O., Matsiv Yu., Khoma T. (2010). Efektyvnist' diyal'nosti ukrayins'koyi bankivs'koyi systemy (2005-2009). Metodolohiya analizu frontiv. Visnyk NBU, no. 4 // Пілявський А. , Вовчак О., Маців Ю., Хома Т. (2010). Ефективність діяльності української банківської системи (2005-2009). Методологія аналізу фронтів. Вісник НБУ, 4, cс.16-22
Google Scholar
Sealey C. W. and Lindley J. T. (1977). Inputs, outputs and a theory of production and cost at depository financial institutions. Journal of Finance, no. 32
Google Scholar
Stavárek D. and Šulganová J. (2009). Analýza efektívnosti slovenských bánk využitím Stochastic Frontier Approach. Ekonomická revue – Central European Review of Economic Issues no. 12
Google Scholar
Styrin K. (2005). What Explains Differences in Efficiency Across Russian Banks? Final Report (project no. 01-258), EERC
Google Scholar
Weill L., Pruteanu-Podpiera A., Schobert F. (2006). Banking Competition and Efficiency: A Micro-Data Analysis on the Czech Banking Industry // Presentation at the Conference “Risk, Regulation and Competition: Banking in Transition Economies”, Ghent, September 2006
Google Scholar
Downloads
Published
How to Cite
Issue
Section
License
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.