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Default Rates in the Loan Market for SMEs: Evidence from Slovakia

Author

Listed:
  • Jarko Fidrmuc
  • Christa Hainz
  • Anton Malesich

Abstract

Banks entering an emerging market face a lot of uncertainty about the risks involved in lending. We use a unique unbalanced panel of nearly 700 shortterm loans made to SMEs in Slovakia between January 2000 and June 2005. Of the loans granted, on average 6.0 per cent of the firms defaulted. Several probit models and panel probit models show that liquidity and profitability factors are important determinants of SMEs defaults, while debt factors are less robust. However, we find that above average indebtedness significantly increases the probability of default. Moreover, the legal form that determines liability has important incentive effects.

Suggested Citation

  • Jarko Fidrmuc & Christa Hainz & Anton Malesich, 2006. "Default Rates in the Loan Market for SMEs: Evidence from Slovakia," William Davidson Institute Working Papers Series wp854, William Davidson Institute at the University of Michigan.
    • Handle: RePEc:wdi:papers:2006-854
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    as
    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Coricelli, Fabrizio & Revoltella, Debora & Mucci, Fabio, 2006. "Household Credit in the New Europe," CEPR Discussion Papers 5520, C.E.P.R. Discussion Papers.
    10. 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.
    11. 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.
    12. Sumit Agarwal & Robert Hauswald, 2007. "Distance and information asymmetries in lending decisions," Proceedings 1052, Federal Reserve Bank of Chicago.
    13. 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.
    14. Hainz, Christa, 2003. "Bank competition and credit markets in transition economies," Journal of Comparative Economics, Elsevier, vol. 31(2), pages 223-245, June.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. Honohan, Patrick & Klingebiel, Daniela, 2000. "Controlling the fiscal costs of banking crises," Policy Research Working Paper Series 2441, The World Bank.
    21. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 71-111.
    22. 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.
    23. 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.
    24. Bester, Helmut, 1987. "The role of collateral in credit markets with imperfect information," European Economic Review, Elsevier, vol. 31(4), pages 887-899, June.
    25. Mr. Jorge A Chan-Lau, 2006. "Fundamentals-Based Estimation of Default Probabilities - A Survey," IMF Working Papers 2006/149, International Monetary Fund.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. repec:bla:jfinan:v:44:y:1989:i:4:p:909-22 is not listed on IDEAS
    31. Loretta J. Mester, 1997. "What's the point of credit scoring?," Business Review, Federal Reserve Bank of Philadelphia, issue Sep, pages 3-16.
    32. Franks, Julian & Lóránth, Gyöngyi, 2005. "A Study of Inefficient Going Concerns in Bankruptcy," CEPR Discussion Papers 5035, C.E.P.R. Discussion Papers.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
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    More about this item

    Keywords

    SME; Credit; Loan Default; Mortality Rates; Incentives; Probit; Panel Data;
    All these keywords.

    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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