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Non-Performing Loans and Macroeconomics Factors: The Italian Case

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  • Matteo Foglia

    (Department of Economics, “G. d’Annunzio” University of Pescara, Viale Pindaro 42, 65127 Pescara, Italy)

Abstract

The purpose of this work is to investigate the influence of macroeconomics determinants on non-performing loans (NPLs) in the Italian banking system over the period 2008Q3–2020Q4. We mainly contribute to the literature by being the first empirical article to study this relationship in the Italian context in the recent period, thus providing fresh evidence on the macroeconomic impact on NPLs, i.e., on the credit risk of Italian banks. By employing the Autoregressive Distributed Lag (ARDL) cointegration model, we are able to investigate the short and long-run effects of macroeconomic factors on NPLs. The empirical findings show that gross domestic product and public debt have a negative impact on NPLs. On the other hand, we find that the unemployment rate and domestic credit positively influence impaired loans. Finally, we find evidence of the “gamble for resurrection” approach, i.e., Italian banks tend to support “zombie firms”.

Suggested Citation

  • Matteo Foglia, 2022. "Non-Performing Loans and Macroeconomics Factors: The Italian Case," Risks, MDPI, vol. 10(1), pages 1-13, January.
    • Handle: RePEc:gam:jrisks:v:10:y:2022:i:1:p:21-:d:723008
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    1. Sahar Bahmani & Ali Kutan, 2010. "How stable is the demand for money in emerging economies?," Applied Economics, Taylor & Francis Journals, vol. 42(26), pages 3307-3318.
    2. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    3. 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.
    4. Matteo Foglia & Eliana Angelini, 2021. "The triple (T3) dimension of systemic risk: Identifying systemically important banks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(1), pages 7-26, January.
    5. 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.
    6. Viral V. Acharya & Matteo Crosignani & Tim Eisert & Christian Eufinger, 2024. "Zombie Credit and (Dis‐)Inflation: Evidence from Europe," Journal of Finance, American Finance Association, vol. 79(3), pages 1883-1929, June.
    7. Giovanni Favara & Camelia Minoiu & Ander Pérez-Orive, 2021. "U.S. Zombie Firms: How Many and How Consequential?," FEDS Notes 2021-07-30-2, Board of Governors of the Federal Reserve System (U.S.).
    8. 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.
    9. Christopher Gandrud & Mark Hallerberg, 2017. "How not to create zombie banks- lessons for Italy from Japan," Bruegel Policy Contributions 19387, Bruegel.
    10. 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.
    11. Mr. Luc Laeven & Mr. Fabian Valencia, 2018. "Systemic Banking Crises Revisited," IMF Working Papers 2018/206, International Monetary Fund.
    12. Ari, Anil & Chen, Sophia & Ratnovski, Lev, 2021. "The dynamics of non-performing loans during banking crises: A new database with post-COVID-19 implications," Journal of Banking & Finance, Elsevier, vol. 133(C).
    13. 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.
    14. Ms. Mwanza Nkusu, 2011. "Nonperforming Loans and Macrofinancial Vulnerabilities in Advanced Economies," IMF Working Papers 2011/161, International Monetary Fund.
    15. 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.
    16. Aswini Kumar Mishra & Shikhar Jain & Mohammad Abid & Manogna R L, 2021. "Macro‐economic determinants of non‐performing assets in the Indian banking system: A panel data analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 3819-3834, July.
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    3. Seyed Alireza Athari & Chafic Saliba & Danielle Khalife & Madonna Salameh-Ayanian, 2023. "The Role of Country Governance in Achieving the Banking Sector’s Sustainability in Vulnerable Environments: New Insight from Emerging Economies," Sustainability, MDPI, vol. 15(13), pages 1-15, July.
    4. Maria Karadima & Helen Louri, 2022. "Government debt accumulation and non-performing loans: An ARDL bounds testing approach," Economics and Business Letters, Oviedo University Press, vol. 11(4), pages 150-160.
    5. Chafic Saliba & Panteha Farmanesh & Seyed Alireza Athari, 2023. "Does country risk impact the banking sectors’ non-performing loans? Evidence from BRICS emerging economies," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-30, December.
    6. Blessing Katuka & Calvin Mudzingiri & Edson Vengesai, 2023. "The effects of non-performing loans on bank stability and economic performance in Zimbabwe," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 13(6), pages 393-405.
    7. Aleksandra Ostrowska, 2023. "Makroekonomiczne determinanty jakości kredytów dla sektora niefinansowego w Polsce," Bank i Kredyt, Narodowy Bank Polski, vol. 54(5), pages 541-556.
    8. George ANTON & Cosmin-Octavian CEPOI & Cătălin-Emilian HUIDUMAC-PETRESCU, 2022. "Estimating Probability of Default for Systemically Important Financial Institutions during Covid-19 Pandemic. Evidence from Europe and USA," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 44-53, April.

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