IDEAS home Printed from https://ideas.repec.org/a/tei/journl/v6y2013i3p61-78.html
   My bibliography  Save this article

Efficiency of the Albanian banking system: Traditional approach and Stochastic Frontier Analysis

Author

Listed:
  • Suela Kristo

    (Department of Economics, Faculty of Economy, Tirana University, Rr. Elbasanit, Tirana, Albania)

Abstract

Efficiency issues become even more sensitive for post-communist European countries and for Albania as well, as their economies have created relatively new financial systems being currently of little experience, moreover when they become part of EU. Their survival requires them among others, to be as efficient as possible. The paper focuses on the dynamics of bank efficiency banking system as a whole and for each of the banks in particular. Firstly, the analysis is done through traditional indicators. These indicators clearly show a poor performance and decreased efficiency of Albanian banking system after year 2007. Then, is estimated the cost efficiency through Stochastic Frontier Approach (SFA). This efficiency estimation captures essentially the deviation that a bank has from the theoretical best-practice bank. Results show that in particular, the largest banks (which have the largest market share G3 group) seem to be more efficient than the smaller banks. However, the differences that they have on each other are much smaller than in the case of traditional indicators. Moreover, it is not clear the relationship between ROA or size of the bank with the cost efficiency.

Suggested Citation

  • Suela Kristo, 2013. "Efficiency of the Albanian banking system: Traditional approach and Stochastic Frontier 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. 6(3), pages 61-78, December.
  • Handle: RePEc:tei:journl:v:6:y:2013:i:3:p:61-78
    as

    Download full text from publisher

    File URL: http://ijbesar.teiemt.gr/docs/volume6_issue3/albanian_banking_system.pdf
    Download Restriction: no

    File URL: http://ijbesar.teiemt.gr/volume6_issue3.php
    Download Restriction: no
    ---><---

    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. Berger, Allen N. & Humphrey, David B., 1991. "The dominance of inefficiencies over scale and product mix economies in banking," Journal of Monetary Economics, Elsevier, vol. 28(1), pages 117-148, August.
    3. Salima Djedidi Kooli, 2012. "Distances and Small Business Credit Constraints: The French case," 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. 5(3), pages 81-114, December.
    4. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    5. Carbó, Santiago & Humphrey, David & Maudos, Joaquín & Molyneux, Philip, 2009. "Cross-country comparisons of competition and pricing power in European banking," Journal of International Money and Finance, Elsevier, vol. 28(1), pages 115-134, February.
    6. Laurent Weill, 2003. "Banking efficiency in transition economies," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 11(3), pages 569-592, September.
    7. H. Semih Yildirim & George Philippatos, 2007. "Efficiency of Banks: Recent Evidence from the Transition Economies of Europe, 1993-2000," The European Journal of Finance, Taylor & Francis Journals, vol. 13(2), pages 123-143.
    8. Bauer, Paul W. & Berger, Allen N. & Ferrier, Gary D. & Humphrey, David B., 1998. "Consistency Conditions for Regulatory Analysis of Financial Institutions: A Comparison of Frontier Efficiency Methods," Journal of Economics and Business, Elsevier, vol. 50(2), pages 85-114, March.
    9. 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.
    10. 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.
    11. Shaffer, Sherrill, 1993. "A Test of Competition in Canadian Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(1), pages 49-61, February.
    12. Andries, Alin Marius & Cocris, Vasile, 2010. "A Comparative Analysis of the Efficiency of Romanian Banks," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 54-75, December.
    13. Juan Fernández de Guevara & Joaquín Maudos & Francisco Pérez, 2005. "Market Power in European Banking Sectors," Journal of Financial Services Research, Springer;Western Finance Association, vol. 27(2), pages 109-137, April.
    14. Koutsomanoli-Filippaki, Anastasia & Margaritis, Dimitris & Staikouras, Christos, 2009. "Efficiency and productivity growth in the banking industry of Central and Eastern Europe," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 557-567, March.
    15. repec:onb:oenbwp:y::i:96:b:1 is not listed on IDEAS
    16. Nicolae Dardac & Iustina Alina Boitan, 2008. "Evaluation of Individual and Aggregate Credit Institutions Management’s Performance," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 5(5(522)), pages 61-70, May.
    17. Berg, Sigbjorn Atle & Kim, Moshe, 1994. "Oligopolistic Interdependence and the Structure of Production in Banking: An Empirical Evaluation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(2), pages 309-322, May.
    18. repec:zbw:bofrdp:2011_005 is not listed on IDEAS
    19. Turk Ariss, Rima, 2010. "On the implications of market power in banking: Evidence from developing countries," Journal of Banking & Finance, Elsevier, vol. 34(4), pages 765-775, April.
    20. Alexei Karas & Koen Schoors & Laurent Weill, 2010. "Are private banks more efficient than public banks?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 18(1), pages 209-244, January.
    21. 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.
    22. Takashi Fukuda & Jauhari Dahalan, 2012. "Finance-Growth-Crisis Nexus in Asian Emerging Economies: Evidence from VECM and ARDL Assessment," 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. 5(2), pages 69-100, August.
    23. Biswajit Banerjee, 2012. "Banking Sector Efficiency in New EU Member States," Eastern European Economics, Taylor & Francis Journals, vol. 50(6), pages 81-115, November.
    24. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    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. Vasiliki Makri & Konstantinos Papadatos, 2014. "How accounting information and macroeconomic environment determine credit risk? Evidence from Greece," 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. 7(1), pages 129-143, April.
    2. Iulia Andreea Bucur & Simona Elena Dragomirescu, 2014. "The Influence Of Macroeconomic Conditions On Credit Risk: Case Of Romanian Banking System," Studies and Scientific Researches. Economics Edition, "Vasile Alecsandri" University of Bacau, Faculty of Economic Sciences, issue 19.
    3. Sanderson Abel & Alex Bara & Pierre Le Roux, 2019. "Evaluating Bank Cost Efficiency Using Stochastic Frontier Analysis," Journal of Economics and Behavioral Studies, AMH International, vol. 11(3), pages 48-57.

    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. 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.
    2. repec:zbw:bofitp:2018_005 is not listed on IDEAS
    3. Belousova, Veronika & Karminsky, Alexander & Kozyr, Ilya, 2018. "Bank ownership and profit efficiency of Russian banks," BOFIT Discussion Papers 5/2018, Bank of Finland Institute for Emerging Economies (BOFIT).
    4. Andries, Alin Marius & Cocris, Vasile, 2010. "A Comparative Analysis of the Efficiency of Romanian Banks," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 54-75, December.
    5. Belousova, Veronika & Karminsky, Alexander & Kozyr, Ilya, 2018. "Bank ownership and profit efficiency of Russian banks," BOFIT Discussion Papers 5/2018, Bank of Finland, Institute for Economies in Transition.
    6. 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.
    7. 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.
    8. 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.
    9. Joseph Olorunfemi Akande & Farai Kwenda, 2017. "Does Competition Cause Stability in Banks? SFA and GMM Application to Sub-Saharan Africa Commercial Banks," Journal of Economics and Behavioral Studies, AMH International, vol. 9(4), pages 173-186.
    10. Hela Kallel & Salah Ben Hamad & Mohamed Triki, 2019. "Modeling the efficiency of Tunisian and Moroccan banks using the SFA approach," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 68(5), pages 879-902, March.
    11. José Luis Gallizo & Jordi Moreno & Manuel Salvador, 2015. "European banking integration: is foreign ownership affecting banking efficiency?," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 16(2), pages 340-368, April.
    12. Tai-Hsin Huang & Nan-Hung Liu & Subal C. Kumbhakar, 2018. "Joint estimation of the Lerner index and cost efficiency using copula methods," Empirical Economics, Springer, vol. 54(2), pages 799-822, March.
    13. Francesco Aiello & Graziella Bonanno, 2018. "On The Sources Of Heterogeneity In Banking Efficiency Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 32(1), pages 194-225, February.
    14. Huang, Tai-Hsin & Hu, Chu-Nan & Chang, Bao-Guang, 2018. "Competition, efficiency, and innovation in Taiwan’s banking industry — An application of copula methods," The Quarterly Review of Economics and Finance, Elsevier, vol. 67(C), pages 362-375.
    15. Le, Phuong Thanh & Harvie, Charles & Arjomandi, Amir & Borthwick, James, 2019. "Financial liberalisation, bank ownership type and performance in a transition economy: The case of Vietnam," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    16. Lensink, Robert & Meesters, Aljar & Naaborg, Ilko, 2008. "Bank efficiency and foreign ownership: Do good institutions matter?," Journal of Banking & Finance, Elsevier, vol. 32(5), pages 834-844, May.
    17. Francesco Aiello & Graziella Bonanno, 2016. "Efficiency in banking: a meta-regression analysis," International Review of Applied Economics, Taylor & Francis Journals, vol. 30(1), pages 112-149, January.
    18. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    19. Andrieş, Alin Marius & Căpraru, Bogdan, 2014. "The nexus between competition and efficiency: The European banking industries experience," International Business Review, Elsevier, vol. 23(3), pages 566-579.
    20. Mohanty, Sunil K. & Lin, Winston T. & Lin, Hong-Jen, 2013. "Measuring cost efficiency in presence of heteroskedasticity: The case of the banking industry in Taiwan," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 77-90.
    21. 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.

    More about this item

    Keywords

    bank efficiency; Albanian banking system; SFA;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

    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:tei:journl:v:6:y:2013:i:3:p:61-78. 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: Kostas Stergidis (email available below). General contact details of provider: https://edirc.repec.org/data/dbikagr.html .

    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.