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Credit Rationing in Italy

  • Mariarosaria Agostino
  • Damiano B. Silipo
  • Francesco Trivieri
Chapter

Abstract

This work presents new evidence on the determinants of credit rationing, seeking to discriminate between different theories by nesting them within a general empirical model. We consider determinants related to the demand for loans, the supply side, and institutional and environmental aspects affecting borrowers’ and banks’ behaviour in local credit markets. Another generalization of our approach is to consider both consumer and business credit constraints. Using direct measures of credit rationing provided by surveys carried out by the Bank of Italy and by Capitalia for the period 1995–2003, we estimate the impact of the main determinants of credit rationing in the Italian local credit markets. Our chief finding is that most of the regressors capturing the determinants from the demand side are significant and with the expected sign. By contrast, supply side determinants and local market conditions are not significant, save for the measure of banking competition and branch density.

Keywords

Credit Rationing Credit Market Credit Constraint Underground Economy Main Bank 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Notes

Acknowledgment

We are grateful to Dr. Giovanni Butera of Moody’s KMV for kindly providing data on firms’ riskiness

References

  1. Agostino, M., & Trivieri, F.(2008). Banking competition and SMEs bank financing. Evidence from the Italian provinces. Journal of Industry, Competition and Trade, 8, 33–53.CrossRefGoogle Scholar
  2. Angelini, P., & Generale, A. (2005). Firm size distribution: Do financial constraints explain it all? Evidence from survey data. Tema di discussione 549, Banca d'Italia.Google Scholar
  3. Becchetti, L., Castelli, A., & Hasan, I. (2005). Investment cash-flow sensitivities credit rationing and financing constraints. CEIS Working Paper 222, Università Tor Vergata.Google Scholar
  4. Beck, T., & Demirgurc-Kunt, A.(2006). Small and medium-size enterprises: Access to finance as a growth constraint. Journal of Banking and Finance, 30, 2931–2943.CrossRefGoogle Scholar
  5. Beck, T., Demirgüç-Kunt, A., & Maksimovic, V.(2004). Bank competition financing obstacles and access to credit. Journal of Money Credit and Banking, 36, 627–648.CrossRefGoogle Scholar
  6. Benfratello, L., Schiantarelli, F., & Sembenelli, A.(2006). Banks and innovation: Microeconometric evidence on Italian firms. Discussion Paper 2032, IZAGoogle Scholar
  7. Berger, A. N., & Udell, G. F.(2006). A more complete conceptual framework for SME finance. Journal of Banking and Finance, 30, 2945–2966.CrossRefGoogle Scholar
  8. Berger, A. N., Frame, W. S., & Miller, N. H.(2005). Credit scoring and the availability price and risk of small business credit. Journal of Money Credit and Banking, 37, 191–222.CrossRefGoogle Scholar
  9. Berger, A. N., Rosen, R. J., & Udell, G. F.(2007). Does market size structure affect competition? The case of small business lending. Journal of Banking and Finance, 31, 11–33.CrossRefGoogle Scholar
  10. Bolton, P., & Scharfstein, D. S. (1993) Optimal debt structure with multiple creditors. CEPR Financial Markets Paper 32.Google Scholar
  11. Bonacorrsi di Patti, E., & Dell'Ariccia, G.(2004). Bank competition and firm creation. Journal of Money Credit and Banking, 36, 225–252.CrossRefGoogle Scholar
  12. Bonacorrsi di Patti, E., & Gobbi, G.(2001). The changing structure local credit markets: Are small business special?Journal of Banking and Finance, 25, 2209–2237.CrossRefGoogle Scholar
  13. Boot, A., & Takor, A.(2000). Can relationship banking survive competition?Journal of Finance, 55, 679–713.CrossRefGoogle Scholar
  14. Booth, J. R., & Booth, L. C.(2006). Loan collateral decisions and corporate borrowing costs. Journal of Money Credit and Banking, 38, 67–90.CrossRefGoogle Scholar
  15. Bowden, R.(1978). Specification estimation and inference for models of market in disequilibrium. International Economic Review, 19, 711–756.CrossRefGoogle Scholar
  16. Carbò Valverde, S., Humphrey, D. B., & Rodriguez, F. R.(2003). Deregulation bank competition and regional growth. Regional Studies, 37, 227–237.CrossRefGoogle Scholar
  17. Clearly, S.(1999). The relationship between firm investment and financial status. Journal of Finance, 54, 673–692.CrossRefGoogle Scholar
  18. Crook, J., & Hochguertel, S. (2006). Household debt and credit constraints: Comparative micro evidence from four OECD countries. Manuscript.Google Scholar
  19. De Bandt, O., & Davis, E. P.(2000). Competition contestability and market structure in European banking sectors on the eve of EMU. Journal of Banking and Finance, 24, 1045–1066.CrossRefGoogle Scholar
  20. De Mello, J. M. P. (2004). Market power and availability of credit: An empirical investigation of the small firms credit market. Manuscript.Google Scholar
  21. Dell'Ariccia, G., & Marquez, R.(2004). Information and bank credit allocation. Journal of Financial Economics, 72, 185–214.CrossRefGoogle Scholar
  22. Detragiache, E., Garella, P., & Guiso, L.(2000). Multiple vs. single banking relationship: Theory and evidence. Journal of Finance, 55, 1133–1161.CrossRefGoogle Scholar
  23. Djankov, S., La Porta, R., & Lopez-de-Silanes, F., (2003). Courts. The Quarterly Journal of Economics, 118, 453–517.CrossRefGoogle Scholar
  24. Elsas, R.(2005). Empirical determinants of relationship lending. Journal of Financial Intermediation, 14, 32–57.CrossRefGoogle Scholar
  25. Fabbri, D., & Padula, M.(2004). Does poor legal enforcement make households credit- constrained?Journal of Banking and Finance, 28, 2369–2397.CrossRefGoogle Scholar
  26. Fan, X., & Wang, L.(1996). Comparability of Jackknife and Bootstrap results: An investigation for a case of canonical correlation analysis. Journal of Experimental Education, 64, 173–189.CrossRefGoogle Scholar
  27. Fair, R., & Jaffee, D.(1972). Methods of estimation for markets in disequilibrium. Econometrica, 40, 497–514.CrossRefGoogle Scholar
  28. Fazzari, S. N., Hubbard, G. R., & Petersen, B. C.(1988). Financing constraints and corporate investment. Brookings Papers on Economic Activity, 1, 141–206.CrossRefGoogle Scholar
  29. Focarelli, D., & Panetta, F.(2003). Are mergers beneficial to consumers? Evidence from the market for bank deposits. The American Economic Review, 93, 1152–1171.CrossRefGoogle Scholar
  30. Frame, W. S., Srinivasan, A., & Woosley, L. (2001). The effect of credit scoring on small business lending. Journal of Money, Credit and Banking, 33(3), 813–25.CrossRefGoogle Scholar
  31. Gobbi, G., & Zizza, R. (2006). The underground economy and the credit market. Manuscript.Google Scholar
  32. Guelpa, F., & Tirri, V.(2004). Market structure and relationship lending: Effects on the likelihood of credit tightening in the Italian banking industry. Banca Intesa: Collana Ricerche.Google Scholar
  33. Guelpa, F., & Tirri, V.(2006). The effect of market structure and relationship lending on the likelihood on credit tightening. Banca Intesa: Collana Ricerche.Google Scholar
  34. Guiso, L., & Jappelli, T.(2002). Household portfolios in Italy. In L.Guiso, & T.Jappelli (Eds.), Household portfolios. Cambridge: MIT.Google Scholar
  35. Guiso, L., Sapienza, P., & Zingales, L.(2004). Does local financial development matter?The Quarterly Journal of Economics, 19, 929–969.CrossRefGoogle Scholar
  36. Guzman, M.(2000). Bank structure capital accumulation and growth: A simple macroeconomic model. Economic Theory, 16, 421–455.CrossRefGoogle Scholar
  37. Jaffee, D., & Modigliani, F.(1969). A theory and test of credit rationing. American Economic Review, 59, 850–872.Google Scholar
  38. Jappelli, T., Pagano, M., & Bianco, M.(2005). Courts and banks: Effects of judicial enforcement on credit markets. Journal of Money Credit and Banking, 37, 223–244.CrossRefGoogle Scholar
  39. Jayaratne, J., & Wolken, J. D.(1999). How important are small banks to small business lending? New evidence from a survey to small businesses. Journal of Banking and Finance, 23, 427–458.CrossRefGoogle Scholar
  40. Johnston, J. (1984).Econometric Methods, Third edition, McGraw-Hill, New York.Google Scholar
  41. Kaplan, S., & Zingales, L.(1997). Do financing constraints explain why investment is correlated with cash flow?Quarterly Journal of Economics, 112, 169–215.CrossRefGoogle Scholar
  42. King, S.(1986). Monetary transmission through bank loans or bank liabilities?Journal of Money Credit and Banking, 18, 290–303.CrossRefGoogle Scholar
  43. Koutsomanoli-Fillipaki, N., & Staikouras, C. H.(2006). Competition and concentration in the new European banking landscape. European Financial Management, 12, 443–482.CrossRefGoogle Scholar
  44. Kuegler, P. (1985). Credit rationing: Evidence from disequilibrium rate equations. Working Paper. Basel University.Google Scholar
  45. Laffont, J. J., & Garcia, R.(1977). Disequilibrium econometrics for business loans.Econometrica, 45, 1187–1202.CrossRefGoogle Scholar
  46. Malavolti-Grimal, E. (2001). The impact of the market structure on credit rationing. Manuscript.Google Scholar
  47. Ongena, S., & Smith, D. C.(2001). The duration of banking relationship. Journal of Financial Economics, 61, 449–475.CrossRefGoogle Scholar
  48. Panzar, J. C., & Rosse, J. N.(1987). Testing for monopoly equilibrium. Journal of Indian Economy, 35, 443–456.CrossRefGoogle Scholar
  49. Petersen, M., & Rajan, R. G.(1994). The benefits of lending relationship: Evidence from small business data. Journal of Finance, 49, 3–37.CrossRefGoogle Scholar
  50. Petersen, M., & Rajan, R. G.(1995). The effect of credit market competition on lending relationships. Quarterly Journal of Economics, 110, 407–443.CrossRefGoogle Scholar
  51. Pittaluga, G. B.(1991). Il razionamento del credito: Aspetti teorici e verifiche empiriche. Milano: Franco Angeli.Google Scholar
  52. Sapienza, P.(2002). The effects of banking mergers on loan contracts. Journal of Finance, 57, 329–367.CrossRefGoogle Scholar
  53. Scott, J. A., & Dunkelberg, W. C.(2003). Bank mergers and small firm financing. Journal of Money Credit and Banking, 35, 999–1018.CrossRefGoogle Scholar
  54. Stein, J. C.(2002). Information, production and capital allocation: Decentralized vs hierarchical firms. Journal of Finance, 57, 1891–1921.CrossRefGoogle Scholar
  55. Stiglitz, J., & Weiss, A.(1981). Credit rationing in markets with imperfect information. American Economic Review, 71, 393–410.Google Scholar
  56. Vesala, J.(1995). Testing for competition in banking: Behavioural evidence from Finland. Helsinki: Bank of Finland Studies.Google Scholar
  57. Von Thadden, E. L.(1995). Long term contracts, short term investment and monitoring. The Review of Economic Studies, 62, 557–575.CrossRefGoogle Scholar
  58. Zarutskie, R. (2003). Does bank competition affect how much firms can borrow? New evidence from the US. In Proceedings of the 39th annual conference on Bank Structure and Competition (pp. 121–136). New York: Federal Reserve Bank of Chicago.Google Scholar
  59. Zazzara, C. (2005). Determinants of credit rationing for manufacturing firms. Any potential effects form Basel 2? Manuscript.Google Scholar

Copyright information

© Springer Physica-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • Mariarosaria Agostino
    • 1
  • Damiano B. Silipo
    • 1
  • Francesco Trivieri
    • 1
  1. 1.Dipartimento di Economia e StatisticaUniversità della CalabriaBucciItaly

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