IDEAS home Printed from https://ideas.repec.org/a/isp/journl/v13y2019i1p341-366.html
   My bibliography  Save this article

Evaluation Of Banking Performance Of The Balkan Countries With An Integrated Mcdm Approach Consist Of Entropy And Ocra Techniques

Author

Listed:
  • Mustafa Canakcıoglu

Abstract

The purpose of this study is to evaluate the financial performances of Balkan region banks listed on their own country exchanges by using multi criteria decision-making methods: Entropy and OCRA (Occupational Repetitive Actions). For this purpose, 44 banks in 10 Balkan countries are included in the study. Data from 2015-2018 financial statements of these banks are utilized. We use total equity / total assets, total deposits / total assets and efficiency ratio as input factors; and net loans / total assets, net income / total assets, net income / total equity, non-interest income / operation income and net interest margin as output factors. Entropy and OCRA methods are used together for the first time in evaluating the financial performance of banks in Balkan countries. The weights of the criteria are determined by the Entropy method, and banks are ranked in terms of performance by the use of OCRA method. Our results exhibit that the large banks have the best performance in terms of financial performance value.

Suggested Citation

  • Mustafa Canakcıoglu, 2019. "Evaluation Of Banking Performance Of The Balkan Countries With An Integrated Mcdm Approach Consist Of Entropy And Ocra Techniques," Economy & Business Journal, International Scientific Publications, Bulgaria, vol. 13(1), pages 341-366.
  • Handle: RePEc:isp:journl:v:13:y:2019:i:1:p:341-366
    as

    Download full text from publisher

    File URL: https://www.scientific-publications.net/get/1000037/1570291719696909.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Guglielmo Maria Caporale & Christophe Rault & Robert Sova & Anamaria Sova, 2009. "Financial Development and Economic Growth: Evidence from Ten New EU Members," Discussion Papers of DIW Berlin 940, DIW Berlin, German Institute for Economic Research.
    2. Hondroyiannis, George & Lolos, Sarantis & Papapetrou, Evangelia, 2005. "Financial markets and economic growth in Greece, 1986-1999," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(2), pages 173-188, April.
    3. Anca MUNTEANU & Petre BREZEANU & Leonardo BADEA, 2013. "Productivity change patterns in the Romanian banking system – the impact of size and ownership on total factor productivity," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(6(583)), pages 35-52, June.
    4. Mihai NITOI, 2009. "Efficiency in the Romanian Banking System: An Application of Data Envelopment Analysis," Romanian Journal of Economics, Institute of National Economy, vol. 29(2(38)), pages 162-176, December.
    5. Wang, Shouhong, 2006. "Comments on operational competitiveness rating analysis (OCRA)," European Journal of Operational Research, Elsevier, vol. 169(1), pages 329-331, February.
    6. Nikolay Nenovsky & Petar Chobanov & Gergana Mihaylova & Darina Koleva, 2008. "Efficiency of the Bulgarian Banking System: Traditional Approach and Data Envelopment Analysis," Working paper series 12008en, Agency for Economic Analysis and Forecasting.
    7. Eva Horvatova, 2018. "Technical Efficiency of Banks in Central and Eastern Europe," IJFS, MDPI, vol. 6(3), pages 1-25, July.
    8. Kyriaki Kosmidou & Constantin Zopounidis, 2008. "Measurement of Bank Performance in Greece," South-Eastern Europe Journal of Economics, Association of Economic Universities of South and Eastern Europe and the Black Sea Region, vol. 6(1), pages 79-95.
    9. repec:agr:journl:v:6(583):y:2013:i:6(583):p:35-52 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    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. Mihai Nitoi & Cristi Spulbar, 2016. "The Relationship between Bank Efficiency and Risk and Productivity Patterns in the Romanian Banking System," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 39-53, March.
    2. Gergana Mihaylova-Borisova, 2023. "Determinants of Credits on Private Sector in CEE Countries," Economic Research Guardian, Weissberg Publishing, vol. 13(1), pages 2-15, June.
    3. Soultanaeva, Albina, 2010. "Financial Intermediation and Economic Growth: Evidence from the Baltic countries," Umeå Economic Studies 817, Umeå University, Department of Economics.
    4. 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.
    5. Chimere O. Iheonu, 2019. "Governance and Domestic Investment in Africa," Working Papers 19/001, European Xtramile Centre of African Studies (EXCAS).
    6. Ahmadyan , Azam & Shahchera , Mahshid, 2018. "Effect of Asset and Liability Management on Liquidity Risk of Iranian Banks," Journal of Money and Economy, Monetary and Banking Research Institute, Central Bank of the Islamic Republic of Iran, vol. 13(1), pages 107-123, January.
    7. Alex Bara & Pierre LeRoux, 2018. "Technology, Financial Innovations and Bank Behavior in a Low Income Country," Journal of Economics and Behavioral Studies, AMH International, vol. 10(4), pages 221-234.
    8. Mutiu Abimbola Oyinlola & Abdulfatai Adedeji, 2019. "Human capital, financial sector development and inclusive growth in sub-Saharan Africa," Economic Change and Restructuring, Springer, vol. 52(1), pages 43-66, February.
    9. Hui Wang & Huifang Liu, 2017. "An Empirical Research of FDI Spillovers and Financial Development Threshold Effects in Different Regions of China," Sustainability, MDPI, vol. 9(6), pages 1-21, June.
    10. Cepi Pahlevi & Andi Ruslan, 2019. "Effect of Market Structure and Financial Characteristics on Bank Performance in Indonesia," International Journal of Academic Research in Accounting, Finance and Management Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Accounting, Finance and Management Sciences, vol. 9(3), pages 128-139, July.
    11. Ioan Trenca & Daniela Bozga & Daniela Zapodeanu & Mihail Ioan Cociuba, 2017. "Considerations On The Strategy Of Commercial Banks In The Context Of The Financial System Development For The Period 2005-2013," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 1(2), pages 248-258, December.
    12. Javed AHMED & Malik Fahim BASHIR, 2016. "An empirical investigation of banking sector development and economic growth in a panel of selected SAARC countries," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(2(607), S), pages 65-72, Summer.
    13. Gulati, Rachita & Kumar, Sunil, 2016. "Assessing the impact of the global financial crisis on the profit efficiency of Indian banks," Economic Modelling, Elsevier, vol. 58(C), pages 167-181.
    14. Hazwan Haini & Lutfi Abdul Razak & Pang Wei Loon & Sufrizul Husseini, 2023. "Re-examining the finance–institutions–growth nexus: does financial integration matter?," Economic Change and Restructuring, Springer, vol. 56(3), pages 1895-1924, June.
    15. Kacper Grejcz & Zbigniew Żółkiewski, 2017. "Household wealth in Poland: the results of a new survey of household finance," Bank i Kredyt, Narodowy Bank Polski, vol. 48(3), pages 295-326.
    16. Asongu, Simplice A, 2013. "Finance and growth: New evidence from Meta-analysis," MPRA Paper 52210, University Library of Munich, Germany.
    17. Celik Parkan, 2007. "A further clarification of OCRA and its properties in response to Wang and Wang (2005)," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 28(2), pages 161-168.
    18. Esra Soyu Yıldırım & Cuma Demirtaş & Munise Ilıkkan Özgür, 2022. "Causality Relationship Between Economic, Financial, Political Risk and Growth: The Case of Turkey," Journal of Economic Policy Researches, Istanbul University, Faculty of Economics, vol. 9(1), pages 165-186, January.
    19. Tochukwu Timothy Okoli & Ajibola Rhoda Oluwafisayomi, 2019. "Investigating the Banking Sector Development Transmission Mechanism of Financial Development to Growth: Evidence from Sub-Saharan Africa (SSA)," Journal of Economics and Behavioral Studies, AMH International, vol. 11(2), pages 120-131.
    20. Rajesh Sharma & Samaresh Bardhan, 2017. "Finance growth nexus across Indian states: evidences from panel cointegration and causality tests," Economic Change and Restructuring, Springer, vol. 50(1), pages 1-20, February.

    More about this item

    Keywords

    banking sector; performance analysis; ocra; entropy; finance; mcdm;
    All these keywords.

    JEL classification:

    • A - General Economics and Teaching

    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:isp:journl:v:13:y:2019:i:1:p:341-366. 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: Svetoslav Ivanov (email available below). General contact details of provider: https://www.scientific-publications.net/ .

    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.