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Malmquist index analysis of the recent development of the Slovak banking sector from two different angles

Author

Listed:
  • Martin Boďa

    (Matej Bel University in Banská Bystrica)

  • Emília Zimková

    (Matej Bel University in Banská Bystrica)

Abstract

Filling the gap that exists in the extant research oriented on productivity and efficiency change of Slovak commercial banks, the paper aims to examine the productivity change and its nature that was effective in the Slovak banking sector in three subsequent sub-periods of its development from 2000 to 2012. In this effort, issues of banking production are interpreted from the standpoint of two competing approaches to banking behaviour, the production approach and the intermediation approach, which permits treating the core essence of banking production from two different angles and comparing results. To this end, the Malmquist index methodology developed originally for group performance comparison is extended and modified to quantify productivity change and decompose it into its sources for the situation when there are multi-year structurally different periods of economic development, between which production technology remains intact and free of structural shift. This methodology is utilized in conjunction with the non-oriented slacks-based model of Tone and with the decomposition of productivity change as proposed by Ray and Desli. Besides the fact that the Slovak banking sector recorded a productivity increase between the first sub-period (2000–2003) and the third sub-period (2009–2012) of its development, it is symptomatic that innovation capacity and espousal of new technologies was tied with large commercial banks and smaller banks were only able to follow up these tendencies. As to the difference between the two approaches, they differ especially in how they view improvement or deterioration of relative technical efficiency of individual banks over the investigated period from 2000 to 2012. This complies with the difference that naturally exists between financial intermediation and provision of banking services.

Suggested Citation

  • Martin Boďa & Emília Zimková, 2017. "Malmquist index analysis of the recent development of the Slovak banking sector from two different angles," Economic Change and Restructuring, Springer, vol. 50(2), pages 95-131, May.
    • Handle: RePEc:kap:ecopln:v:50:y:2017:i:2:d:10.1007_s10644-016-9183-0
    DOI: 10.1007/s10644-016-9183-0
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    1. McFadden, Daniel, 1978. "Cost, Revenue, and Profit Functions," Histoy of Economic Thought Chapters, in: Fuss, Melvyn & McFadden, Daniel (ed.),Production Economics: A Dual Approach to Theory and Applications, volume 1, chapter 1, McMaster University Archive for the History of Economic Thought.
    2. Edoardo Gaffeo & Petya Garalova, 2014. "On the finance-growth nexus: additional evidence from Central and Eastern Europe countries," Economic Change and Restructuring, Springer, vol. 47(2), pages 89-115, May.
    3. Ray, Subhash C & Desli, Evangelia, 1997. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries: Comment," American Economic Review, American Economic Association, vol. 87(5), pages 1033-1039, December.
    4. Fuss, Melvyn & McFadden, Daniel, 1978. "Production Economics: A Dual Approach to Theory and Applications (II): Applications of the Theory of Production," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, volume 2, number fuss1978a.
    5. Grifell-Tatje, E. & Lovell, C. A. K., 1997. "The sources of productivity change in Spanish banking," European Journal of Operational Research, Elsevier, vol. 98(2), pages 364-380, April.
    6. Monal Abdel-Baki, 2011. "The efficacy of the Egyptian bank reform plan in mitigating the impact of the global financial crisis," Economic Change and Restructuring, Springer, vol. 44(3), pages 221-241, August.
    7. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 2008. "The Measurement of Productive Efficiency and Productivity Growth," OUP Catalogue, Oxford University Press, number 9780195183528.
    8. Shawna Grosskopf, 2003. "Some Remarks on Productivity and its Decompositions," Journal of Productivity Analysis, Springer, vol. 20(3), pages 459-474, November.
    9. C. Lovell, 2003. "The Decomposition of Malmquist Productivity Indexes," Journal of Productivity Analysis, Springer, vol. 20(3), pages 437-458, November.
    10. Muliaman Hadad & Maximilian Hall & Karligash Kenjegalieva & Wimboh Santoso & Richard Simper, 2011. "Banking efficiency and stock market performance: an analysis of listed Indonesian banks," Review of Quantitative Finance and Accounting, Springer, vol. 37(1), pages 1-20, July.
    11. repec:bla:scandj:v:94:y:1992:i:0:p:s211-28 is not listed on IDEAS
    12. 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.
    13. Qichang Ye & Zongling Xu & Dan Fang, 2012. "Market structure, performance, and efficiency of the Chinese banking sector," Economic Change and Restructuring, Springer, vol. 45(4), pages 337-358, November.
    14. Abdul Alhassan & Michael Tetteh & Freeman Brobbey, 2016. "Market power, efficiency and bank profitability: evidence from Ghana," Economic Change and Restructuring, Springer, vol. 49(1), pages 71-93, February.
    15. A. Camanho & R. Dyson, 2006. "Data envelopment analysis and Malmquist indices for measuring group performance," Journal of Productivity Analysis, Springer, vol. 26(1), pages 35-49, August.
    16. Claudia Curi & Ana Lozano-Vivas, 2015. "Financial center productivity and innovation prior to and during the financial crisis," Journal of Productivity Analysis, Springer, vol. 43(3), pages 351-365, June.
    17. Bert Balk, 2001. "Scale Efficiency and Productivity Change," Journal of Productivity Analysis, Springer, vol. 15(3), pages 159-183, May.
    18. Tone, Kaoru, 2002. "A slacks-based measure of super-efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 143(1), pages 32-41, November.
    19. W. Diewert & Kevin Fox, 2010. "Malmquist and Törnqvist productivity indexes: returns to scale and technical progress with imperfect competition," Journal of Economics, Springer, vol. 101(1), pages 73-95, September.
    20. Fuss, Melvyn & McFadden, Daniel (ed.), 1978. "Production Economics: A Dual Approach to Theory and Applications," Elsevier Monographs, Elsevier, edition 1, number 9780444850133.
    21. Abdul Latif Alhassan & Michael Lawer Tetteh & Freeman Owusu Brobbey, 2016. "Market power, efficiency and bank profitability: evidence from Ghana," Economic Change and Restructuring, Springer, vol. 49(1), pages 71-93, February.
    22. 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.
    23. Fuss, Melvyn & McFadden, Daniel, 1978. "Production Economics: A Dual Approach to Theory and Applications (I): The Theory of Production," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, volume 1, number fuss1978.
    24. Fare, Rolf & Grosskopf, Shawna & Roos, Pontus, 1996. "On two definitions of productivity," Economics Letters, Elsevier, vol. 53(3), pages 269-274, December.
    25. Sunil Kumar, 2013. "Banking reforms and the evolution of cost efficiency in Indian public sector banks," Economic Change and Restructuring, Springer, vol. 46(2), pages 143-182, May.
    26. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
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    Cited by:

    1. Martin Boďa & Mariana Považanová, 2020. "Productivity patterns in Europe: adaptation of the Malmquist index to measuring group performance and productivity change over time," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 47(4), pages 949-989, November.

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    More about this item

    Keywords

    Productivity change and its decomposition; The Malmquist index; The slacks-based model; Multi-year periods; The Slovak banking sector;
    All these keywords.

    JEL classification:

    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • 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

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