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Loan quality determinants: evaluating the contribution of bank-specific variables, macroeconomic factors and firm level information

  • Faiçal Belaid

    (Central Bank of Tunisia)

Registered author(s):

    This paper uses probit and ordered probit methods to examine the impact of banks’ policies in terms of cost efficiency, capitalization, activity diversification, credit growth and profitability, on the loan quality in the Tunisian banking sector after controlling for the effects of firm-specific characteristics and macroeconomic conditions. Using a data set with detailed information for more than 9 000 firms comprising the portfolios of the ten largest Tunisian banks, we show that banks which are cost inefficient, low capitalized, diversified and small, are more likely to have a low quality of loans portfolios. However, bank’s profitability does not seem to offer an important contribution in explaining the loan quality evolution. Finally, our findings highlight the importance of taking into account firm-specific characteristics and macroeconomic developments when assessing the loan quality of banks from a financial stability perspective.

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    File URL: http://repec.graduateinstitute.ch/pdfs/Working_papers/HEIDWP04-2014.pdf
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    Paper provided by Economics Section, The Graduate Institute of International Studies in its series IHEID Working Papers with number 04-2014.

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    Length: 21 pages
    Date of creation: 18 Feb 2014
    Date of revision:
    Handle: RePEc:gii:giihei:heidwp04-2014
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    1. Podpiera, Jiri & Weill, Laurent, 2008. "Bad luck or bad management? Emerging banking market experience," Journal of Financial Stability, Elsevier, vol. 4(2), pages 135-148, June.
    2. Bhattacharje,e A. & C.Higson & S.Holly & P.Kattuman, 2002. "Macro Economic Instability and Business Exit: Determinants of Failures and Acquisitions of Large UK Firms," Royal Economic Society Annual Conference 2002 27, Royal Economic Society.
    3. Diana Bonfim, 2006. "Credit Risk Drivers: Evaluating the Contribution of Firm Level Information and of Macroeconomic Dynamics," Economic Bulletin and Financial Stability Report Articles, Banco de Portugal, Economics and Research Department.
    4. Jimenez, Gabriel & Saurina, Jesus, 2004. "Collateral, type of lender and relationship banking as determinants of credit risk," Journal of Banking & Finance, Elsevier, vol. 28(9), pages 2191-2212, September.
    5. 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," Working Papers 118, Bank of Greece.
    6. 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.
    7. Gabriel Jiménez & Jesús Saurina, 2004. "Collateral, type of lender and relationship banking as determinants of credit risk," Banco de Espa�a Working Papers 0414, Banco de Espa�a.
    8. 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.
    9. Berger, Allen N. & Udell, Gregory F., 2004. "The institutional memory hypothesis and the procyclicality of bank lending behavior," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 458-495, October.
    10. Kevin J. Stiroh, 2002. "Diversification in banking: is noninterest income the answer?," Staff Reports 154, Federal Reserve Bank of New York.
    11. Carmen M. Reinhart & Kenneth S. Rogoff, 2010. "From Financial Crash to Debt Crisis," NBER Working Papers 15795, National Bureau of Economic Research, Inc.
    12. Philip Bunn & Victoria Redwood, 2003. "Company accounts based modelling of business failures and the implications for financial stability," Bank of England working papers 210, Bank of England.
    13. Rajan, Raghuram G, 1994. "Why Bank Credit Policies Fluctuate: A Theory and Some Evidence," The Quarterly Journal of Economics, MIT Press, vol. 109(2), pages 399-441, May.
    14. Philip Lowe, 2002. "Credit risk measurement and procyclicality," BIS Working Papers 116, Bank for International Settlements.
    15. Gabriel Jiménez & Jesús Saurina, 2006. "Credit Cycles, Credit Risk, and Prudential Regulation," International Journal of Central Banking, International Journal of Central Banking, vol. 2(2), May.
    16. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, 09.
    17. Pederzoli, Chiara & Torricelli, Costanza, 2005. "Capital requirements and business cycle regimes: Forward-looking modelling of default probabilities," Journal of Banking & Finance, Elsevier, vol. 29(12), pages 3121-3140, December.
    18. Shehzad, Choudhry Tanveer & de Haan, Jakob & Scholtens, Bert, 2010. "The impact of bank ownership concentration on impaired loans and capital adequacy," Journal of Banking & Finance, Elsevier, vol. 34(2), pages 399-408, February.
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