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On the determinants of credit rationing: Firm-level evidence from transition countries

  • Drakos, Konstantinos
  • Giannakopoulos, Nicholas

Using survey data for firms from Eastern European transition economies we investigate the determinants of credit rationing. Our rationing definition incorporates firms whose loan application was rejected, but also ‘discouraged’ potential borrowers. We employ a bivariate probit with censoring, approach that accounts for the underlying selectivity since rationed firms are a subset of those without a loan. We include firm-specific attributes related to the alleviation of informational asymmetries, and therefore expected to affect credit rationing. We find that credit rationing depends on firm size, profitability, sales growth, ownership type, legal status, sectoral heterogeneity and the country-specific level of domestic credit.

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Article provided by Elsevier in its journal Journal of International Money and Finance.

Volume (Year): 30 (2011)
Issue (Month): 8 ()
Pages: 1773-1790

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Handle: RePEc:eee:jimfin:v:30:y:2011:i:8:p:1773-1790
Contact details of provider: Web page: http://www.elsevier.com/locate/inca/30443

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  1. Angelini, P. & Di Salvo, R. & Ferri, G., 1998. "Availability and cost of credit for small businesses: Customer relationships and credit cooperatives," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 925-954, August.
  2. Egerer, Roland, 1995. "Capital markets, financial intermediaries, and corporate governance : an empirical assessment of the top ten voucher funds in the Czech Republic," Policy Research Working Paper Series 1555, The World Bank.
  3. David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 2003. "Discrimination in the Small-Business Credit Market," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 930-943, November.
  4. Pavel Ciaian, 2004. "Credit rationing with heterogeneous borrowers in transition economies: evidence from Slovakia," Post-Communist Economies, Taylor & Francis Journals, vol. 16(1), pages 39-46.
  5. Chakravarty, Sugato & Scott, James S, 1999. "Relationships and Rationing in Consumer Loans," The Journal of Business, University of Chicago Press, vol. 72(4), pages 523-44, October.
  6. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
  7. R. Glenn Hubbard, 1997. "Capital-Market Imperfections and Investment," NBER Working Papers 5996, National Bureau of Economic Research, Inc.
  8. Simon Gilchrist & Charles P. Himmelberg, 1995. "Evidence on the Role of Cash Flow for Investment," Working Papers 95-01, New York University, Leonard N. Stern School of Business, Department of Economics.
  9. Greene, William, 1998. "Sample selection in credit-scoring models1," Japan and the World Economy, Elsevier, vol. 10(3), pages 299-316, July.
  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. Claudio A . Piga & Marco Vivarelli, 2004. "Internal and External R&D: A Sample Selection Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(4), pages 457-482, 09.
  12. Aghion, Philippe & Bolton, Patrick, 1992. "An Incomplete Contracts Approach to Financial Contracting," Review of Economic Studies, Wiley Blackwell, vol. 59(3), pages 473-94, July.
  13. Jensen, J Bradford & McGuckin, Robert H, 1997. "Firm Performance and Evolution: Empirical Regularities in the US Microdata," Industrial and Corporate Change, Oxford University Press, vol. 6(1), pages 25-47.
  14. Jonathan Crook, 2001. "The demand for household debt in the USA: evidence from the 1995 Survey of Consumer Finance," Applied Financial Economics, Taylor & Francis Journals, vol. 11(1), pages 83-91.
  15. Gertler, Mark, 1988. "Financial Structure and Aggregate Economic Activity: An Overview," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 20(3), pages 559-88, August.
  16. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," NBER Working Papers 5146, National Bureau of Economic Research, Inc.
  17. Besanko, David & Thakor, Anjan V, 1987. "Collateral and Rationing: Sorting Equilibria in Monopolistic and Competitive Credit Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 671-89, October.
  18. Steven M. Fazzari & R. Glenn Hubbard & BRUCE C. PETERSEN, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
  19. Yuk-Shee Chan & Anjan V. Thakor, 2004. "Collateral and Competitive Equilibria with Moral Hazard and Private Information," Finance 0411019, EconWPA.
  20. Audretsch, David B. & Elston, Julie Ann, 2002. "Does firm size matter? Evidence on the impact of liquidity constraints on firm investment behavior in Germany," International Journal of Industrial Organization, Elsevier, vol. 20(1), pages 1-17, January.
  21. David De Meza & David C. Webb, 2006. "Credit Rationing: Something's Gotta Give," Economica, London School of Economics and Political Science, vol. 73(292), pages 563-578, November.
  22. Harhoff, Dietmar & Stahl, Konrad & Woywode, Michael, 1998. "Legal Form, Growth and Exit of West German Firms--Empirical Results for Manufacturing, Construction, Trade and Service Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 46(4), pages 453-88, December.
  23. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-81, July.
  24. Gertler, M. & Gilchrist, S., 1992. "Monetary Policy, Business Cycles and the Behavior of Small Manufacturing Firms," Working Papers 92-08, C.V. Starr Center for Applied Economics, New York University.
  25. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
  26. Jaffee, Dwight M & Russell, Thomas, 1976. "Imperfect Information, Uncertainty, and Credit Rationing," The Quarterly Journal of Economics, MIT Press, vol. 90(4), pages 651-66, November.
  27. Jappelli, Tullio, 1990. "Who Is Credit Constrained in the U.S. Economy?," The Quarterly Journal of Economics, MIT Press, vol. 105(1), pages 219-34, February.
  28. Erol, Turan, 2005. "Corporate debt and output pricing in developing countries: Industry-level evidence from Turkey," Journal of Development Economics, Elsevier, vol. 76(2), pages 503-520, April.
  29. Oliner, Stephen D & Rudebusch, Glenn D, 1992. "Sources of the Financing Hierarchy for Business Investment," The Review of Economics and Statistics, MIT Press, vol. 74(4), pages 643-54, November.
  30. Petersen, Mitchell A & Rajan, Raghuram G, 1994. " The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
  31. Florian Heiss & Jens Köke, 2004. "Dynamics in Ownership and Firm Survival: Evidence from Corporate Germany," European Financial Management, European Financial Management Association, vol. 10(1), pages 167-195.
  32. Robert E. Carpenter & Bruce C. Petersen, 2002. "Capital Market Imperfections, High-Tech Investment, and New Equity Financing," Economic Journal, Royal Economic Society, vol. 112(477), pages F54-F72, February.
  33. Kon, Y & Storey, D J, 2003. " A Theory of Discouraged Borrowers," Small Business Economics, Springer, vol. 21(1), pages 37-49, August.
  34. von Thadden, Ernst-Ludwig, 1990. "On the Efficiency of the Market for Corporate Control," Kyklos, Wiley Blackwell, vol. 43(4), pages 635-58.
  35. Boyes, William J. & Hoffman, Dennis L. & Low, Stuart A., 1989. "An econometric analysis of the bank credit scoring problem," Journal of Econometrics, Elsevier, vol. 40(1), pages 3-14, January.
  36. Stijn Claessens & Konstantinos Tzioumis, 2006. "Ownership and Financing Structures of Listed and Large Non-listed Corporations," Corporate Governance: An International Review, Wiley Blackwell, vol. 14(4), pages 266-276, 07.
  37. repec:ner:tilbur:urn:nbn:nl:ui:12-3125514 is not listed on IDEAS
  38. Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-55, September.
  39. Fabio Schiantarelli & Xiaoqiang Hu, 1994. "Investment and Financing Constraints: A Switching Regression Approach Using U.S. Firm Panel Data," Boston College Working Papers in Economics 284., Boston College Department of Economics.
  40. Cowling, Marc & Mitchell, Peter, 2003. " Is the Small Firms Loan Guarantee Scheme Hazardous for Banks or Helpful to Small Business?," Small Business Economics, Springer, vol. 21(1), pages 63-71, August.
  41. Raghuram G. Rajan & Luigi Zingales, . "Financial Dependence and Growth," CRSP working papers 344, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
  42. Daniel Gros & Marc Suhrcke, 2000. "Ten years after: what is special about transition countries?," Working Papers 56, European Bank for Reconstruction and Development, Office of the Chief Economist.
  43. Petrick, Martin, 2004. "Farm investment, credit rationing, and governmentally promoted credit access in Poland: a cross-sectional analysis," Food Policy, Elsevier, vol. 29(3), pages 275-294, June.
  44. Beck, Thorsten & Levine, Ross, 2002. "Industry growth and capital allocation:*1: does having a market- or bank-based system matter?," Journal of Financial Economics, Elsevier, vol. 64(2), pages 147-180, May.
  45. Natalia Isachenkova & Tomasz Mickiewicz, 2004. "Ownership Characteristics and Access to Finance: Evidence from a Survey of Large Privatised Companies in Hungary and Poland," William Davidson Institute Working Papers Series 2004-666, William Davidson Institute at the University of Michigan.
  46. Chan, Yuk-Shee & Kanatas, George, 1985. "Asymmetric Valuations and the Role of Collateral in Loan Agreements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 84-95, February.
  47. Jaffee, Dwight & Stiglitz, Joseph, 1990. "Credit rationing," Handbook of Monetary Economics, in: B. M. Friedman & F. H. Hahn (ed.), Handbook of Monetary Economics, edition 1, volume 2, chapter 16, pages 837-888 Elsevier.
  48. Bernanke, Ben & Gertler, Mark, 1990. "Financial Fragility and Economic Performance," The Quarterly Journal of Economics, MIT Press, vol. 105(1), pages 87-114, February.
  49. Martin Petrick, 2004. "A microeconometric analysis of credit rationing in the Polish farm sector," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 31(1), pages 77-101, March.
  50. Greenwald, Bruce & Stiglitz, Joseph E & Weiss, Andrew, 1984. "Informational Imperfections in the Capital Market and Macroeconomic Fluctuations," American Economic Review, American Economic Association, vol. 74(2), pages 194-99, May.
  51. Cole, Rebel A., 1998. "The importance of relationships to the availability of credit," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 959-977, August.
  52. George Symeonidis, 1996. "Innovation, Firm Size and Market Structure: Schumpeterian Hypotheses and Some New Themes," OECD Economics Department Working Papers 161, OECD Publishing.
  53. Mark Freel, 2007. "Are Small Innovators Credit Rationed?," Small Business Economics, Springer, vol. 28(1), pages 23-35, January.
  54. Riley, John G, 1987. "Credit Rationing: A Further Remark [Credit Rationing in Markets with Imperfect Information] [Incentives Effects of Terminations: Applications to the Credit and Labor Markets]," American Economic Review, American Economic Association, vol. 77(1), pages 224-27, March.
  55. Fabio Schiantarelli & Alessandro Sembenelli, 2000. "Form of Ownership and Financial Constraints:Panel Data Evidence From Flow of Funds and Investment Equations," Empirica, Springer, vol. 27(2), pages 175-192, June.
  56. David Mushinski, 1999. "An analysis of offer functions of banks and credit unions in Guatemala," Journal of Development Studies, Taylor & Francis Journals, vol. 36(2), pages 88-112.
  57. Ken S. Cavalluzzo, 2002. "Competition, Small Business Financing, and Discrimination: Evidence from a New Survey," The Journal of Business, University of Chicago Press, vol. 75(4), pages 641-680, October.
  58. Levenson, Alec R & Willard, Kristen L, 2000. " Do Firms Get the Financing They Want? Measuring Credit Rationing Experienced by Small Business in the U.S," Small Business Economics, Springer, vol. 14(2), pages 83-94, March.
  59. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-25, June.
  60. Van de Ven, Wynand P. M. M. & Van Praag, Bernard M. S., 1981. "The demand for deductibles in private health insurance : A probit model with sample selection," Journal of Econometrics, Elsevier, vol. 17(2), pages 229-252, November.
  61. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, October.
  62. Stiglitz, Joseph E, 1985. "Credit Markets and the Control of Capital," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(2), pages 133-52, May.
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