Credit rationing and real assets: evidence from Italian panel data
AbstractThis paper investigates empirically the role of real assets in credit rationing. The analysis is based on the idea that asset tangibility is inversely related to the probability that a firm will be credit constrained. Indeed, when loans are collateralized, the amount borrowed is determined by the value of collateral. This happens because in a context of asymmetric information banks use real assets as a guarantee in the case of project’s default. Consequently, a reduction in collateral values reduces investments and the borrowing capacity. Although many papers have explained the relationships between the debt level and the value of real assets, empirical evidence is mainly based on large “listed” firms. The question as to the whether these arguments are valid for smaller firms has received limited attention. Many papers also show that specialized assets should fetch a low resale price. This suggests that a high resale price corresponds to a highly redeployable asset and that the reduction in resale value aggravates credit rationing, so that investment declines. My purpose is to show empirically how the value of real assets explains credit rationing of Italian small and medium firms. It is interesting to analyze small and medium firms because of their ownership structure and size they have fewer financial options. Large firms can obtain credit on the public markets while small firms depend on financial intermediaries. This implies that their main source of funds is banks. These firms are more likely to face credit rationing or very high cost of non collateralized debt because banks resolve asymmetric information by charging higher interest rates or collateral requirement on small firms. Moreover, using the Propensity Score Analysis I show that public subsidies reduce credit rationing.
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Bibliographic InfoPaper provided by Department of Economics, Parma University (Italy) in its series Economics Department Working Papers with number 2007-EP09.
Length: 27 pages
Date of creation: 2007
Date of revision:
credit rationing; panel data; public subsidies;
Find related papers by JEL classification:
- D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
- H23 - Public Economics - - Taxation, Subsidies, and Revenue - - - Externalities; Redistributive Effects; Environmental Taxes and Subsidies
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Longitudinal Data; Spatial Time Series
This paper has been announced in the following NEP Reports:
- NEP-ALL-2008-01-05 (All new papers)
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- N. Berger, Allen & F. Udell, Gregory, 1998.
"The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle,"
Journal of Banking & Finance,
Elsevier, vol. 22(6-8), pages 613-673, August.
- Allen N. Berger & Gregory F. Udell, 1998. "The economics of small business finance: the roles of private equity and debt markets in the financial growth cycle," Finance and Economics Discussion Series 1998-15, Board of Governors of the Federal Reserve System (U.S.).
- Thorsten Beck & Asli Demirgüç-Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, 02.
- Gavin Cassar & Scott Holmes, 2003.
"Capital structure and financing of SMEs: Australian evidence,"
Accounting and Finance,
Accounting and Finance Association of Australia and New Zealand, vol. 43(2), pages 123-147.
- Gavin Cassar & Scott Holmes, 2003. "Capital structure and financing of SMEs: Australian evidence," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 0(2), pages 123-147.
- Harris, Milton & Raviv, Artur, 1991. " The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
- Myers, Stewart C, 1984. " The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-92, July.
- J. Bradford De Long & Lawrence H. Summers, .
"Equipment Investment and Economic Growth,"
J. Bradford De Long's Working Papers
_122, University of California at Berkeley, Economics Department.
- 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.
- Diamond, Douglas W, 1989.
"Reputation Acquisition in Debt Markets,"
Journal of Political Economy,
University of Chicago Press, vol. 97(4), pages 828-62, August.
- Antonio Affuso, 2007.
"Credit Rationing and Asset Value,"
UNIMI - Research Papers in Economics, Business, and Statistics
unimi-1065, Universitá degli Studi di Milano.
- Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
- Joshua D. Angrist & Guido W. Imbens, 1995.
"Identification and Estimation of Local Average Treatment Effects,"
NBER Technical Working Papers
0118, National Bureau of Economic Research, Inc.
- Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-75, March.
- Lechner, Michael, 1999. "Earnings and Employment Effects of Continuous Off-the-Job Training in East Germany after Unification," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 74-90, January.
- Leeth, John D. & Scott, Jonathan A., 1989. "The Incidence of Secured Debt: Evidence from the Small Business Community," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(03), pages 379-394, September.
- James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462.
- Johnson, Shane A., 1997. "An Empirical Analysis of the Determinants of Corporate Debt Ownership Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 32(01), pages 47-69, March.
- Heckman, James J & Ichimura, Hidehiko & Todd, Petra E, 1997. "Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 605-54, October.
- Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
- Guiso, Luigi, 1997.
"High-Tech Firms and Credit Rationing,"
CEPR Discussion Papers
1696, C.E.P.R. Discussion Papers.
- Raghuram G. Rajan & Luigi Zingales, 1994.
"What Do We Know About Capital Structure? Some Evidence from International Data,"
NBER Working Papers
4875, National Bureau of Economic Research, Inc.
- Rajan, Raghuram G & Zingales, Luigi, 1995. " What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-60, December.
- Christopher Taber & Hidehiko Ichimura, 2001. "Propensity-Score Matching with Instrumental Variables," American Economic Review, American Economic Association, vol. 91(2), pages 119-124, May.
- Steven Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988.
"Financing Constraints and Corporate Investment,"
NBER Working Papers
2387, National Bureau of Economic Research, Inc.
- Rajeev H. Dehejia & Sadek Wahba, 1998. "Causal Effects in Non-Experimental Studies: Re-Evaluating the Evaluation of Training Programs," NBER Working Papers 6586, National Bureau of Economic Research, Inc.
- Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
- Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Titman, Sheridan, 1984. "The effect of capital structure on a firm's liquidation decision," Journal of Financial Economics, Elsevier, vol. 13(1), pages 137-151, March.
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