How accounting information and macroeconomic environment determine credit risk? Evidence from Greece
In this paper, we study the determinants of credit risk in the Greek banking sector. Credit risk is related to bank asset quality and considered responsible for bank failures. In this context, we investigate how loan quality can be explained by accounting and macroeconomic factors. Aggregate loans loss provisions (LLP) are used as a proxy for measuring credit risk. Using quarterly aggregate data that span from 2001Q1 to 2012Q4, we examine a period that covers the recent financial crisis in Greece. The results of Generalized Method of Moments (GMM) estimations indicate that LLP is positively affected by unemployment, public debt, loans loss provisions of previous quarter and negatively by capital adequacy ratio. Therefore, our findings support the hypotheses that both macroeconomic environment and accounting information exert significant influence on the credit risk of Greek banking system.
Volume (Year): 7 (2014)
Issue (Month): 1 (April)
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- 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), Eastern Macedonia and Thrace Institute of Technology (EMATTECH), Kavala, Greece, vol. 6(3), pages 61-78, December.
- Festic, Mejra & Kavkler, Alenka & Repina, Sebastijan, 2011. "The macroeconomic sources of systemic risk in the banking sectors of five new EU member states," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 310-322, February.
- 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.
- Laeven, Luc & Majnoni, Giovanni, 2001.
"Loan loss provisioning and economic slowdowns : too much, too late?,"
Policy Research Working Paper Series
2749, The World Bank.
- Luc Laeven & Giovanni Majnoni, 2002. "Loan loss provisioning and economic slowdowns: too much too late?," Conference Series ; [Proceedings], Federal Reserve Bank of Boston.
- Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April.
- Dimitrios P. Louzis & Aggelos T. Vouldis & Vasilios L. Metaxas, 2010.
"Macroeconomic and bank-specific determinants of non-performing loans in Greece: a comparative study of mortgage, business and consumer loan portfolios,"
118, Bank of Greece.
- 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.
- Allen N. Berger & Robert DeYoung, 1997.
"Problem loans and cost efficiency in commercial banks,"
Finance and Economics Discussion Series
1997-8, Board of Governors of the Federal Reserve System (U.S.).
- Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
- Allen N. Berger & Robert DeYoung, 1995. "Problem Loans and Cost Efficiency in Commercial Banks," Center for Financial Institutions Working Papers 96-01, Wharton School Center for Financial Institutions, University of Pennsylvania.
- 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), Eastern Macedonia and Thrace Institute of Technology (EMATTECH), Kavala, Greece, vol. 5(2), pages 69-100, August.
- Carmen M. Reinhart & Kenneth S. Rogoff, 2010.
"From Financial Crash to Debt Crisis,"
NBER Working Papers
15795, National Bureau of Economic Research, Inc.
- Juri Marcucci & Mario Quagliariello, .
"Is Bank Portfolio Riskiness Procyclical? Evidence from Italy using a Vector Autoregression,"
05/09, Department of Economics, University of York.
- Marcucci, Juri & Quagliariello, Mario, 2008. "Is bank portfolio riskiness procyclical: Evidence from Italy using a vector autoregression," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(1), pages 46-63, February.
- Rinaldi, Laura & Sanchis-Arellano, Alicia, 2006. "Household debt sustainability: what explains household non-performing loans? An empirical analysis," Working Paper Series 0570, European Central Bank.
- Fonseca, Ana Rosa & González, Francisco, 2008. "Cross-country determinants of bank income smoothing by managing loan-loss provisions," Journal of Banking & Finance, Elsevier, vol. 32(2), pages 217-228, February.
- Brookes, Martin & Dicks, Mike & Pradhan, Mahmood, 1994. "An empirical model of mortgage arrears and repossessions," Economic Modelling, Elsevier, vol. 11(2), pages 134-144, April.
- Barseghyan, Levon, 2010. "Non-performing loans, prospective bailouts, and Japan's slowdown," Journal of Monetary Economics, Elsevier, vol. 57(7), pages 873-890, October.
- Perotti, Roberto, 1996. "Fiscal Consolidation in Europe: Composition Matters," American Economic Review, American Economic Association, vol. 86(2), pages 105-10, May.
- Rajaraman, Indira & Vasishtha, Garima, 2001. "Non-performing loans of PSU banks: Some panel results," Working Papers 01/4, National Institute of Public Finance and Policy.
- Chiara Pederzoli & Costanza Torricelli & Simona Castellani, 2010. "The Interaction of Financial Fragility and the Business Cycle in Determining Banks’ Loan Losses: An Investigation of the Italian Case," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 39(3), pages 129-146, November.
- Fiordelisi, Franco & Marques-Ibanez, David & Molyneux, Phil, 2011.
"Efficiency and risk in European banking,"
Journal of Banking & Finance,
Elsevier, vol. 35(5), pages 1315-1326, May.
- Vicente Salas & Jesús Saurina, 2002. "Credit Risk in Two Institutional Regimes: Spanish Commercial and Savings Banks," Journal of Financial Services Research, Springer, vol. 22(3), pages 203-224, December.
- Birgül Cambazoğlu & Hacer Simay Karaalp, 2013. "The External Finance Premium and the Financial Accelerator: The Case of Turkey," International Journal of Business and Economic Sciences Applied Research (IJBESAR), Eastern Macedonia and Thrace Institute of Technology (EMATTECH), Kavala, Greece, vol. 6(1), pages 103-121, April.
- William R. Keeton & Charles S. Morris, 1987. "Why do banks' loan losses differ?," Economic Review, Federal Reserve Bank of Kansas City, issue May, pages 3-21.
- Grigori Fainstein & Igor Novikov, 2011. "The role of macroeconomic determinants in credit risk measurement in transition country: Estonian example," International Journal of Transitions and Innovation Systems, Inderscience Enterprises Ltd, vol. 1(2), pages 117-137.
- Mejra Festiæ & Sebastijan Repina, 2009. "Financial Stability in the Baltics," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 59(6), pages 554-576, December.
- Mario Quagliariello, 2007. "Banks' riskiness over the business cycle: a panel analysis on Italian intermediaries," Applied Financial Economics, Taylor & Francis Journals, vol. 17(2), pages 119-138.
- 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, vol. 1(4), pages 286-318, May.
- Saibal Ghosh, 2005. "Does leverage influence banks' non-performing loans? Evidence from India," Applied Economics Letters, Taylor & Francis Journals, vol. 12(15), pages 913-918.
- 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.
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