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Default rates in the loan market for SMEs: Evidence from Slovakia

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  • Fidrmuc, Jarko
  • Hainz, Christa

Abstract

Financial markets in emerging economies are often perceived as more risky than those in developed countries. We investigate whether this is true for loans to SMEs using a unique unbalanced panel of nearly 700 loans made to SMEs in Slovakia between 2000 and 2005. Several probit and panel probit models show that liquidity and profitability factors are important determinants of SME defaults. Moreover, we find that indebtedness significantly increases the probability of default. Liability as proxied by the legal form of SMEs has important incentive effects. Finally, there exist significant differences between sectors. We show that default rates and factors converged to values found in developed financial markets.

Suggested Citation

  • Fidrmuc, Jarko & Hainz, Christa, 2010. "Default rates in the loan market for SMEs: Evidence from Slovakia," Economic Systems, Elsevier, vol. 34(2), pages 133-147, June.
  • Handle: RePEc:eee:ecosys:v:34:y:2010:i:2:p:133-147
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    1. Bester, Helmut, 1994. "The Role of Collateral in a Model of Debt Renegotiation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(1), pages 72-86, February.
    2. Simeon Djankov & Peter Murrell, 2002. "Enterprise Restructuring in Transition: A Quantitative Survey," Journal of Economic Literature, American Economic Association, vol. 40(3), pages 739-792, September.
    3. Fernández-Val, Iván, 2009. "Fixed effects estimation of structural parameters and marginal effects in panel probit models," Journal of Econometrics, Elsevier, vol. 150(1), pages 71-85, May.
    4. Arturo Bris & Ivo Welch & Ning Zhu, 2006. "The Costs of Bankruptcy: Chapter 7 Liquidation versus Chapter 11 Reorganization," Journal of Finance, American Finance Association, vol. 61(3), pages 1253-1303, June.
    5. Chakraborty, Atreya & Hu, Charles X., 2006. "Lending relationships in line-of-credit and nonline-of-credit loans: Evidence from collateral use in small business," Journal of Financial Intermediation, Elsevier, vol. 15(1), pages 86-107, January.
    6. Bilsen, Valentijn & Konings, Jozef, 1998. "Job Creation, Job Destruction, and Growth of Newly Established, Privatized, and State-Owned Enterprises in Transition Economies: Survey Evidence from Bulgaria, Hungary, and Romania," Journal of Comparative Economics, Elsevier, vol. 26(3), pages 429-445, September.
    7. Honohan, Patrick & Klingebiel, Daniela, 2000. "Controlling the fiscal costs of banking crises," Policy Research Working Paper Series 2441, The World Bank.
    8. Bonin, John P. & Hasan, Iftekhar & Wachtel, Paul, 2005. "Privatization matters: Bank efficiency in transition countries," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2155-2178, August.
    9. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    10. Bester, Helmut, 1987. "The role of collateral in credit markets with imperfect information," European Economic Review, Elsevier, vol. 31(4), pages 887-899, June.
    11. Mr. Jorge A Chan-Lau, 2006. "Fundamentals-Based Estimation of Default Probabilities - A Survey," IMF Working Papers 2006/149, International Monetary Fund.
    12. R�gis Blazy & Laurent Weill, 2013. "Why do banks ask for collateral in SME lending?," Applied Financial Economics, Taylor & Francis Journals, vol. 23(13), pages 1109-1122, July.
    13. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    14. repec:bla:jfinan:v:44:y:1989:i:4:p:909-22 is not listed on IDEAS
    15. Franks, Julian & Lóránth, Gyöngyi, 2005. "A Study of Inefficient Going Concerns in Bankruptcy," CEPR Discussion Papers 5035, C.E.P.R. Discussion Papers.
    16. Juraj Zeman & Pavol Jurca, 2008. "Macro Stress Testing of the Slovak Banking Sector," Working and Discussion Papers WP 1/2008, Research Department, National Bank of Slovakia.
    17. Martin Vojtek & Evžen Koèenda, 2006. "Credit-Scoring Methods (in English)," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 56(3-4), pages 152-167, March.
    18. Sanjiv R. Das & Darrell Duffie & Nikunj Kapadia & Leandro Saita, 2007. "Common Failings: How Corporate Defaults Are Correlated," Journal of Finance, American Finance Association, vol. 62(1), pages 93-117, February.
    19. Hainz, Christa, 2003. "Bank competition and credit markets in transition economies," Journal of Comparative Economics, Elsevier, vol. 31(2), pages 223-245, June.
    20. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 71-111.
    21. Mr. Stephan Danninger & Ms. Irina Tytell & Mr. Ravi Balakrishnan & Mr. Selim A Elekdag, 2009. "The Transmission of Financial Stress from Advanced to Emerging Economies," IMF Working Papers 2009/133, International Monetary Fund.
    22. Berger, Allen N & Frame, W Scott & Miller, Nathan H, 2005. "Credit Scoring and the Availability, Price, and Risk of Small Business Credit," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(2), pages 191-222, April.
    23. Tor Jacobson & Jesper Lindé & Kasper Roszbach, 2005. "Credit Risk Versus Capital Requirements under Basel II: Are SME Loans and Retail Credit Really Different?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 28(1), pages 43-75, October.
    24. Loretta J. Mester, 1997. "What's the point of credit scoring?," Business Review, Federal Reserve Bank of Philadelphia, issue Sep, pages 3-16.
    25. Daryl Pregibon, 1980. "Goodness of Link Tests for Generalized Linear Models," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 29(1), pages 15-24, March.
    26. Klapper, Leora & Sarria-Allende, Virginia & Zaidi, Rida, 2006. "A firm-level analysis of small and medium size enterprise financing in Poland," Policy Research Working Paper Series 3984, The World Bank.
    27. Evžen Kocenda & Martin Vojtek, 2011. "Default Predictors in Retail Credit Scoring: Evidence from Czech Banking Data," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(6), pages 80-98, November.
    28. Sumit Agarwal & Robert Hauswald, 2007. "Distance and information asymmetries in lending decisions," Proceedings 1052, Federal Reserve Bank of Chicago.
    29. Jarko Fidrmuc & Roman Horváth & Eva Horváthová, 2010. "Corporate Interest Rates and the Financial Accelerator in the Czech Republic," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 46(4), pages 41-54, January.
    30. Régis Blazy & Laurent Weill, 2006. "Why Do Banks Ask for Collateral and Which Ones ?," Working Papers of LaRGE Research Center 2006-03, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg.
    31. Altman, Edward I. & Suggitt, Heather J., 2000. "Default rates in the syndicated bank loan market: A mortality analysis," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 229-253, January.
    32. 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, September.
    33. Coricelli, Fabrizio & Revoltella, Debora & Mucci, Fabio, 2006. "Household Credit in the New Europe," CEPR Discussion Papers 5520, C.E.P.R. Discussion Papers.
    34. Mr. Christoph Duenwald & Nikolay Gueorguiev & Ms. Andrea Schaechter, 2005. "Too Much of a Good Thing? Credit Booms in Transition Economies: The Cases of Bulgaria, Romania, and Ukraine," IMF Working Papers 2005/128, International Monetary Fund.
    35. Holmstrom, Bengt, 1996. "Financing of Investment in Eastern Europe: A Theoretical Perspective," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 5(2), pages 205-237.
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    More about this item

    Keywords

    SMEs Banking Loan default Incentives Asymmetric information Probit Financial crisis;

    JEL classification:

    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities

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