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Macroeconomic, Structural, and Bank-specific Determinants of Non-performing Loans in Central and Eastern Europe

Author

Listed:
  • Albulena Shala

    (University of Prishtina “Hasan Prishtina”, Faculty of Economics)

  • Valentin Toçi

    (University of Prishtina “Hasan Prishtina”, Faculty of Economics)

  • Arben Mustafa

    (University “Kadri Zeka”, Faculty of Economics)

Abstract

The study of credit risk has gained significant importance in the aftermath of the global financial crisis of 2007 – 2008. Estimating the determinants of non-performing loans (NPLs), as an important indicator of credit risk in the banking sector, is essential for financial stability policies. The main goal of this research is to examine the determinants of NPLs in Central and Eastern European countries (CEE). This paper analyzes macroeconomic, structural, and bank-specific determinants of NPLs for 17 CEE countries for the period 2006 – 2017 by utilizing panel data and the fixed effects model. Although the literature on NPLs is quite extensive, this is the first empirical research with such a large number of countries from the CEE region using country-level data. The baseline analysis suggests that the unemployment rate, inflation rate, credit growth, crisis, bank concentration, and regulatory quality have a significant impact on NPLs. Unexpectedly, the law enforcement of creditor rights, proxied by various indicators, is not a statistically significant determinant of NPLs. The result of the study contributes to the literature on banking regulation and supervision, especially in the context of the CEE region.

Suggested Citation

  • Albulena Shala & Valentin Toçi & Arben Mustafa, 2022. "Macroeconomic, Structural, and Bank-specific Determinants of Non-performing Loans in Central and Eastern Europe," Journal of Economics / Ekonomicky casopis, Institute of Economic Research, Slovak Academy of Sciences, vol. 70(5), pages 411-429, May.
    • Handle: RePEc:sav:journl:v:70:y:2022:i:5:p:411-429
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    References listed on IDEAS

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    1. Abdelkader Boudriga & Neila Boulila Taktak & Sana Jellouli, 2010. "Bank Specific, Business and Institutional Environment Determinants of Banks Nonperforming Loans: Evidence from MENA Countries," Working Papers 547, Economic Research Forum, revised 09 Jan 2010.
    2. Petr Jakubík & Thomas Reininger, 2013. "Determinants of Nonperforming Loans in Central, Eastern and Southeastern Europe," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue 3, pages 48-66.
    3. Katharina Pistor & Martin Raiser & Stanislaw Gelfer, 2000. "Law and Finance in Transition Economies," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 8(2), pages 325-368, July.
    4. Alexandra Bykova & Olga Pindyuk, 2019. "Non-Performing Loans in Central and Southeast Europe," wiiw Policy Notes 32, The Vienna Institute for International Economic Studies, wiiw.
    5. Beck, Roland & Jakubik, Petr & Piloiu, Anamaria, 2013. "Non-performing loans: what matters in addition to the economic cycle?," Working Paper Series 1515, European Central Bank.
    6. Jappelli, Tullio & Pagano, Marco & Bianco, Magda, 2005. "Courts and Banks: Effects of Judicial Enforcement on Credit Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(2), pages 223-244, April.
    7. Evan Kraft, 2007. "The Boom in Household Lending in Transition Countries: A Croatian Case Study and a Cross-Country Analysis of Determinants," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 49(3), pages 345-366, September.
    8. Dimitrios Anastasiou & Zacharias Bragoudakis & Ioannis Malandrakis, 2019. "Non-performing loans, governance indicators and systemic liquidity risk: evidence from Greece," Working Papers 260, Bank of Greece.
    9. Irena Szarowska, 2018. "Effect of macroeconomic determinants on non-performing loans in Central and Eastern European countries," International Journal of Monetary Economics and Finance, Inderscience Enterprises Ltd, vol. 11(1), pages 20-35.
    10. Dimitrios, Anastasiou & Helen, Louri & Mike, Tsionas, 2016. "Determinants of non-performing loans: Evidence from Euro-area countries," Finance Research Letters, Elsevier, vol. 18(C), pages 116-119.
    11. Nir Klein, 2013. "Non-Performing Loans in CESEE: Determinants and Impact on Macroeconomic Performance," IMF Working Papers 2013/072, International Monetary Fund.
    12. Vasiliki Makri & Athanasios Tsagkanos & Athanasios Bellas, 2014. "Determinants of Non-Performing Loans: The Case of Eurozone," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 193-206, March.
    13. Consolo, Agostino & Malfa, Federica & Pierluigi, Beatrice, 2018. "Insolvency frameworks and private debt: an empirical investigation," Working Paper Series 2189, European Central Bank.
    14. Ms. Mwanza Nkusu, 2011. "Nonperforming Loans and Macrofinancial Vulnerabilities in Advanced Economies," IMF Working Papers 2011/161, International Monetary Fund.
    15. Merja Festiæ & Jani Bekõ, 2008. "The Banking Sector and Macroeconomic Performance in Central European Economies," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 58(03-04), pages 131-151, May.
    16. Svetozar Tanasković & Maja Jandrić, 2015. "Macroeconomic and Institutional Determinants of Non-performing Loans," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 4(1), pages 47-62.
    17. Boudriga, Abdelkader & Boulila, Neila & Jellouli, Sana, 2009. "Does bank supervision impact nonperforming loans : cross-country determinants using agregate data ?," MPRA Paper 18068, University Library of Munich, Germany.
    18. Dimitrios Anastasiou & Helen Louri & Mike Tsionas, 2019. "Nonperforming loans in the euro area: Are core–periphery banking markets fragmented?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 97-112, January.
    19. Valentin Z. Toci & Iraj Hashi, 2013. "Law Enforcement Proxies Matter for the Law and Finance Nexus," International Journal of Finance & Banking Studies, Center for the Strategic Studies in Business and Finance, vol. 2(3), pages 57-75, July.
    20. Grigori Fainstein & Igor Novikov, 2011. "The Comparative Analysis of Credit Risk Determinants In the Banking Sector of the Baltic States," Review of Economics & Finance, Better Advances Press, Canada, vol. 1, pages 20-45, June.
    21. Ferdinando Ofria & Massimo Mucciardi, 2021. "Government failures and non-performing loans in European countries: a spatial approach," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 49(5), pages 876-887, July.
    22. Karadima, Maria & Louri, Helen, 2020. "Non-performing loans in the euro area: Does bank market power matter?," International Review of Financial Analysis, Elsevier, vol. 72(C).
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    More about this item

    Keywords

    non-performing loans; Central and Eastern Europe; financial crisis; banking sector;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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