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Macroeconomic and bank-specific determinants of non-performing loans: the case of baltic states

Author

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  • Jordan Kjosevski

    (Silk Road Bank)

  • Mihail Petkovski

    (University Ss. Cyril and Methodius)

Abstract

This study examines selected macroeconomic and bank-specific determinants of non-performing loans (NPLR) for a panel of 21commercial banks from the Baltics States (Estonia, Latvia and Lithuania), using annual data for the period 2005–2016. To avoid the risk of providing unconsistent and biased results by using only one estimation technique, in our study we implemented three alternative estimation models (fixed- effects model, difference Generalized Method of Moments and system Generalized Method of Moments). Empirical results provide evidence that the most important macroeconomic factors influencing NPLR are growth of GDP, public debt, inflation and unemployment. As for the bank-specific determinants, we found that equity to total assets ratio, return on assets, return on equity and growth of gross loans have an impact on the amount of NPLR.

Suggested Citation

  • Jordan Kjosevski & Mihail Petkovski, 2021. "Macroeconomic and bank-specific determinants of non-performing loans: the case of baltic states," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 48(4), pages 1009-1028, November.
    • Handle: RePEc:kap:empiri:v:48:y:2021:i:4:d:10.1007_s10663-020-09491-5
    DOI: 10.1007/s10663-020-09491-5
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    Cited by:

    1. Cândida Ferreira, 2022. "Determinants of Non-performing Loans: A Panel Data Approach," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 28(3), pages 133-153, November.
    2. Aleksandra Ostrowska, 2023. "Makroekonomiczne determinanty jakości kredytów dla sektora niefinansowego w Polsce," Bank i Kredyt, Narodowy Bank Polski, vol. 54(5), pages 541-556.

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    More about this item

    Keywords

    Non-performing loans; Macroeconomic determinants; Bank-specific determinants; Baltic states; System generalized method of moments;
    All these keywords.

    JEL classification:

    • F61 - International Economics - - Economic Impacts of Globalization - - - Microeconomic Impacts
    • F62 - International Economics - - Economic Impacts of Globalization - - - Macroeconomic Impacts
    • G01 - Financial Economics - - General - - - Financial Crises
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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