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Ventus and Business Process Outsourcing
The determinants of non-performing loans: an econometric case study of Guyana[1]

Tarron Khemraj
Assistant Professor of Economics
New College of Florida

Sukrishnalall Pasha
Lecturer
University of Guyana

ABSTRACT

The study attempts to ascertain the determinants of non-performing loans in the Guyanese banking sector using a panel dataset and a fixed effect model similar to Jimenez and Saurina (2005). Consistent with international evidence we find that the real effective exchange rate has a significant positive impact on non-performing loans. This indicates that whenever there is an appreciation in the local currency the non-performing loan portfolios of commercial banks are likely to be higher. Our empirical results show that GDP growth is inversely related to non-performing loans, suggesting that an improvement in the real economy translates into lower non-performing loans. We also find that banks which charge relatively higher interest rates and lend excessively are likely to incur higher levels of non-performing loans. However, contrary to previous studies, our evidence does not support the view that large banks are more effective in screening loan customers when compared to their smaller counterparts.

Key Words: Non-performing loans, Panel regression model, Guyana.

I. INTRODUCTION

It is widely accepted that the quantity or percentage of non-performing loans (NPLs) is often associated with bank failures and financial crises in both developing and developed countries. In fact, there is abundant evidence that the financial/banking crises in East Asia and Sub-Saharan African countries were preceded by high non-performing loans. The current global financial crisis, which originated in the US, was also attributed to the rapid default of sub-prime loans/mortgages. In view of this reality it is therefore understandable why much emphasis is placed on non-performing loans when examining financial vulnerabilities.[2] The aim of



References: Andreeva, Olga (2004). “Aggregate bankruptcy probabilities and their role in explaining banks’ loan losses,” Working Paper 2004/2, Norges Bank, February. Bercoff, Jose J., Julian di, Giovanni and Franque Grimard (2002). “Argentinean Banks, Credit Growth and the Tequila Crisis: A Duration Analysis” (Unpublished). Fernandez de Lis, Santiago, Martinez, Jorge and Jesus Saurina (2000). “Credit Growth, Problem Loans and Credit Risk Provisioning in Spain.” Working Paper No. 0018, Banco de Espana, October. Fofack, Hippolyte (2005). “Non-performing loans in sub-Saharan Africa: Causal Analysis and Macroeconomic Implications.” World Bank Policy Research Working Paper No. 3769, November. Hasan, Ifetkhar and Larry D. Wall (2003). “Determinants of the loan loss allowance: some cross-country comparison.” Bank of Finland Discussion Papers No. 33/2003. Hoggarth, Glen (2003). “Assessing the strength of UK banks through macroeconomic stress tests.” Financial Stability Review, Bank of England, June. Hoggarth Glen and John Whitley (2003). “Assessing the Strength of UK Banks through Macroeconomic Stress Tests.” Financial Stability Review, Bank of England, June, pp. 91-103. Hu, Jin-Li, Yang Li and Yung-Ho, Chiu (2006). “Ownership and Non-performing Loans: Evidence from Taiwan’s Banks.” Developing Economies, (Forthcoming). Jimenez, Gabriel and Jesus Saurina (2005). “Credit cycles, credit risk, and prudential regulation.” Banco de Espana, January. Jordan, John S. (1998). “Problem Loans at New England Banks, 1989 to 1992: Evidence of Aggressive Loan Policies.” New England Economic Review, January/February, pp.24-38. Kearns, Allan (2004). “Loan Losses and the Macroeconomy: A Framework for Stress Testing Credit Institutions’ Financial Well-Being.” Financial Stability Report, CBFSAI, pp. 111-121. Keeton, William R. (1999). “Does Faster Loan Growth Lead to Higher Loan Losses?” Federal Reserve Bank of Kansas City, Economic Review, Second Quarter 1999. Keeton, William and Charles S. Morris (1987). “Why Do Banks’ Loan Losses Differ?” Federal Reserve Bank of Kansas City, Economic Review, May, pp. 3-21. Pain, Darren (2003). “The Provisioning Experience of the Major UK Banks: a Small Panel Investigation.” Bank of England Working Paper No. 177, January. Rajan, Rajiv and Sarat C. Dhal (2003). “Non-performing Loans and Terms of Credit of Public Sector Banks in India: An Empirical Assessment.” Occasional Papers, 24:3, pp. 81-121, Reserve Bank of India. Salas, Vincente and Jesus Saurina (2002). “Credit Risk in Two Institutional Regimes: Spanish Commercial and Savings Banks.” Journal of Financial Services Research, 22:3, pp. 203-224. Sinkey, Joseph. F. and Mary B. Greenwalt (1991). “Loan-Loss Experience and Risk-Taking Behvior at Large Commercial Banks.” Journal of Financial Services Research, 5, pp.43-59. Sorge, Marco (2004). “Stress-testing financial systems: an overview of current mythologies.” BIS Working Papers No. 165, December. Sorge, Marco and Kimmo Virolainen (2006). “A comparative analysis of macro stress-testing methodologies with application to Finland.” Journal of Financial Stability, 2, pp.113-151. Wooldridge, Jeffrey (2009). Introductory Econometrics: A Modern Approach, 4th edition. Mason, OH: South-Western Cengage Learning. [2] Sorge (2004), for instance, reports that the stress testing literature makes extensive use of non-performing loans and loan loss provisions to assess the vulnerability of the financial system. [3] See Hu et al. (2006) and Wooldridge (2009).

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