IDEAS home Printed from https://ideas.repec.org/a/spt/fininv/v6y2017i4f6_4_1.html
   My bibliography  Save this article

Empirical Determinants of the Non-Performing Loans in the Cypriot Banking System

Author

Listed:
  • Christos Christodoulou-Volos
  • Andreas Hadjixenophontos

Abstract

High levels of nonperforming loans (NPLs) weigh heavily on private investment and the ability of banks to meet their basic financing role in society. Using linear regression, the paper examines the factors that affect the level of credit risk of the Cypriot commercial banks as expressed by the percentage of non-performing loans. Like similar studies in the international literature, macroeconomic and institutional/microeconomic factors were utilized to construct and test an appropriate predictive model for NPLs. This empirical study spans the start of the global financial crisis in the fourth quarter of 2008 and the resulting recession of the economy in the second quarter of 2014. All macroeconomic indicators used in the creation and testing of five prediction models were found to affect NPLs significantly, with public debt as a percentage of GDP being the most significantfactor.JEL classification numbers: E32, E44, E51, E52, G10, G21Keywords: Banks, nonperforming loans, business fluctuations, financial stability

Suggested Citation

  • Christos Christodoulou-Volos & Andreas Hadjixenophontos, 2017. "Empirical Determinants of the Non-Performing Loans in the Cypriot Banking System," Journal of Finance and Investment Analysis, SCIENPRESS Ltd, vol. 6(4), pages 1-1.
  • Handle: RePEc:spt:fininv:v:6:y:2017:i:4:f:6_4_1
    as

    Download full text from publisher

    File URL: http://www.scienpress.com/Upload/JFIA%2fVol%206_4_1.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Perotti, Roberto, 1996. "Fiscal Consolidation in Europe: Composition Matters," American Economic Review, American Economic Association, vol. 86(2), pages 105-110, May.
    2. Mr. Raphael A Espinoza & Mr. Ananthakrishnan Prasad, 2010. "Nonperforming Loans in the GCC Banking System and their Macroeconomic Effects," IMF Working Papers 2010/224, International Monetary Fund.
    3. Wilko Bolt & Alexander F. Tieman, 2004. "Banking Competition, Risk and Regulation," Scandinavian Journal of Economics, Wiley Blackwell, vol. 106(4), pages 783-804, December.
    4. Stavros A. Zenios, 2013. "The Cyprus Debt: Perfect Crisis and a Way Forward," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 7(1), pages 3-45, June.
    5. International Monetary Fund, 2014. "Bhutan: Staff Report for the 2014 Article IV Consultation," IMF Staff Country Reports 2014/178, International Monetary Fund.
    6. International Monetary Fund, 2014. "Sweden: Staff Report for the 2014 Article IV Consultation," IMF Staff Country Reports 2014/261, International Monetary Fund.
    7. Brenda González-Hermosillo & Ceyla Pazarbaşioğlu & Robert Billings, 1997. "Determinants of Banking System Fragility: A Case Study of Mexico," IMF Staff Papers, Palgrave Macmillan, vol. 44(3), pages 295-314, September.
    8. International Monetary Fund, 2014. "Tonga: Staff Report for the 2014 Article IV Consultation," IMF Staff Country Reports 2014/240, International Monetary Fund.
    9. Olayinka Akinlo & Mofoluwaso Emmanuel, 2014. "Determinants Of Non-Performing Loans In Nigeria," Accounting & Taxation, The Institute for Business and Finance Research, vol. 6(2), pages 21-28.
    10. Louzis, Dimitrios P. & Vouldis, Angelos T. & Metaxas, Vasilios L., 2012. "Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1012-1027.
    11. Carmen M. Reinhart & Kenneth S. Rogoff, 2011. "From Financial Crash to Debt Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 1676-1706, August.
    12. Vazquez, Francisco & Tabak, Benjamin M. & Souto, Marcos, 2012. "A macro stress test model of credit risk for the Brazilian banking sector," Journal of Financial Stability, Elsevier, vol. 8(2), pages 69-83.
    13. Fofack, Hippolyte L., 2005. "Nonperforming loans in Sub-Saharan Africa : causal analysis and macroeconomic implications," Policy Research Working Paper Series 3769, The World Bank.
    14. Marcello Bofondi & Tiziano Ropele, 2011. "Macroeconomic determinants of bad loans: evidence from Italian banks," Questioni di Economia e Finanza (Occasional Papers) 89, Bank of Italy, Economic Research and International Relations Area.
    15. International Monetary Fund, 2014. "Denmark: Staff Report for the 2014 Article IV Consultation," IMF Staff Country Reports 2014/331, International Monetary Fund.
    16. 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.
    17. International Monetary Fund, 2014. "Cyprus: Staff Report for the 2014 Article IV Consultation," IMF Staff Country Reports 2014/313, International Monetary Fund.
    18. Ms. Mwanza Nkusu, 2011. "Nonperforming Loans and Macrofinancial Vulnerabilities in Advanced Economies," IMF Working Papers 2011/161, International Monetary Fund.
    19. Rinaldi, Laura & Sanchis-Arellano, Alicia, 2006. "Household debt sustainability: what explains household non-performing loans? An empirical analysis," Working Paper Series 570, European Central Bank.
    20. Abdelkader Boudriga & Neila Boulila Taktak & Sana Jellouli, 2009. "Banking supervision and nonperforming loans: a cross‐country analysis," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 1(4), pages 286-318, November.
    21. Ahlem Selma Messai & Fathi Jouini, 2013. "Micro and Macro Determinants of Non-performing Loan," International Journal of Economics and Financial Issues, Econjournals, vol. 3(4), pages 852-860.
    22. Beatrice Njeru Warue, 2013. "The Effects of Bank Specific and Macroeconomic Factors on Nonperforming Loans in Commercial Banks in Kenya: A Comparative Panel Data Analysis," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 3(2), pages 1-7.
    23. International Monetary Fund, 2014. "Spain: Staff Report for the 2014 Article IV Consultation," IMF Staff Country Reports 2014/192, International Monetary Fund.
    24. Savvakis C. Savvides, 2013. "The Rebuilding of the Cyprus Economy," Journal of Finance and Investment Analysis, SCIENPRESS Ltd, vol. 2(2), pages 1-7.
    25. Khemraj, Tarron & Pasha, Sukrishnalall, 2009. "The determinants of non-performing loans: an econometric case study of Guyana," MPRA Paper 53128, University Library of Munich, Germany.
    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. Us, Vuslat, 2017. "Dynamics of non-performing loans in the Turkish banking sector by an ownership breakdown: The impact of the global crisis," Finance Research Letters, Elsevier, vol. 20(C), pages 109-117.
    2. Imad Jabbouri & Maryem Naili, 2020. "Determinants of Nonperforming Loans in Emerging Markets: Evidence from the MENA Region," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 22(04), pages 1-33, February.
    3. Saom Shawleen Anita & Nishat Tasnova & Nousheen Nawar, 2022. "Are non-performing loans sensitive to macroeconomic determinants? an empirical evidence from banking sector of SAARC countries," Future Business Journal, Springer, vol. 8(1), pages 1-16, December.
    4. Vasiliki Makri, 2016. "Towards an Investigation of Credit Risk Determinants in Eurozone Countries," Journal of Accounting and Management Information Systems, Faculty of Accounting and Management Information Systems, The Bucharest University of Economic Studies, vol. 15(1), pages 27-57, March.
    5. Ahlem Selma Messai & Fathi Jouini, 2013. "Micro and Macro Determinants of Non-performing Loan," International Journal of Economics and Financial Issues, Econjournals, vol. 3(4), pages 852-860.
    6. Pami Dua & Hema Kapur, 2017. "Macro Stress Testing of Indian Bank Groups," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 11(4), pages 375-403, November.
    7. Vasiliki Makri, 2015. "What Triggers Loan Losses? An Empirical Investigation of Greek Financial Sector," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 65(3-4), pages 119-143, july-Dece.
    8. Louhichi, Awatef & Boujelbene, Younes, 2016. "Credit risk, managerial behaviour and macroeconomic equilibrium within dual banking systems: Interest-free vs. interest-based banking industries," Research in International Business and Finance, Elsevier, vol. 38(C), pages 104-121.
    9. Ghosh, Amit, 2015. "Banking-industry specific and regional economic determinants of non-performing loans: Evidence from US states," Journal of Financial Stability, Elsevier, vol. 20(C), pages 93-104.
    10. Love, Inessa & Turk Ariss, Rima, 2014. "Macro-financial linkages in Egypt: A panel analysis of economic shocks and loan portfolio quality," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 28(C), pages 158-181.
    11. Mehmet Levent Erdas & Zeynep Ezanoglu, 2022. "How Do Bank-Specific Factors Impact Non-Performing Loans: Evidence from G20 Countries," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 11(2), pages 97-122.
    12. Maria Karadima & Helen Louri, 2021. "Determinants of Non-Performing Loans in Greece: the intricate role of fiscal expansion," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 160, Hellenic Observatory, LSE.
    13. Gulati, Rachita & Goswami, Anju & Kumar, Sunil, 2019. "What drives credit risk in the Indian banking industry? An empirical investigation," Economic Systems, Elsevier, vol. 43(1), pages 42-62.
    14. 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.
    15. Özen Ercan & Hodžić Sabina & Yildirim Ahmet Eren, 2022. "The Linkage Between Fiscal Policy and Non-Performing Household Loans in Turkey," South East European Journal of Economics and Business, Sciendo, vol. 17(2), pages 113-124, December.
    16. Vuslat Us, 2016. "Determinants of Non-Performing Loans in the Turkish Banking Sector : What Has Changed After the Global Crisis?," CBT Research Notes in Economics 1627, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    17. Vasilis Siakoulis, 2017. "Fiscal policy effects on non-performing loan formation," Working Papers 224, Bank of Greece.
    18. Koju Laxmi & Wang Shouyang & Abbas Ghulam, 2018. "Do Macroeconomic Determinants of Non-Performing Loans Vary with the Income Levels of Countries?," Journal of Systems Science and Information, De Gruyter, vol. 6(6), pages 512-531, December.
    19. Maryem Naili & Younes Lahrichi, 2022. "The determinants of banks' credit risk: Review of the literature and future research agenda," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 334-360, January.
    20. Teodor Hada & Nicoleta Bărbuță-Mișu & Iulia Cristina Iuga & Dorin Wainberg, 2020. "Macroeconomic Determinants of Nonperforming Loans of Romanian Banks," Sustainability, MDPI, vol. 12(18), pages 1-19, September.

    More about this item

    Keywords

    banks; nonperforming loans; business fluctuations; financial stability;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)

    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:spt:fininv:v:6:y:2017:i:4:f:6_4_1. 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: Eleftherios Spyromitros-Xioufis (email available below). General contact details of provider: http://www.scienpress.com/ .

    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.