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Does Collateral Reduce Loan-Size Credit Rationing? Survey Evidence

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  • Chala, Alemu Tulu

    (Department of Economics, Lund University)

  • Forssbaeck, Jens

    (Department of Economics, Lund University)

Abstract

In theory, the use of collateral in credit contracting should mitigate the information problems that are widely held to be the primary cause of credit rationing. However, direct empirical evidence of the link between collateral use and credit rationing is scant. This paper examines the relationship between collateral and credit rationing using survey data that provides clean measures of quantity and loan size rationing. We find that selection problems arising from the loan application process and co-determination of loan terms significantly influence the link between collateral and rationing. Accounting for these problems, our results suggest that collateral reduces the likelihood of experiencing loan-size credit rationing by between 15 and 40 percentage points, and that collateral also decreases the relative loan amount rationed.

Suggested Citation

  • Chala, Alemu Tulu & Forssbaeck, Jens, 2018. "Does Collateral Reduce Loan-Size Credit Rationing? Survey Evidence," Working Papers 2018:36, Lund University, Department of Economics.
  • Handle: RePEc:hhs:lunewp:2018_036
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    as
    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Berger, Allen N. & Scott Frame, W. & Ioannidou, Vasso, 2011. "Tests of ex ante versus ex post theories of collateral using private and public information," Journal of Financial Economics, Elsevier, vol. 100(1), pages 85-97, April.
    3. Jaffee, Dwight M & Modigliani, Franco, 1969. "A Theory and Test of Credit Rationing," American Economic Review, American Economic Association, vol. 59(5), pages 850-872, December.
    4. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    5. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    6. Cheng, X. & Degryse, H.A., 2010. "Information Sharing and Credit Rationing : Evidence from the Introduction of a Public Credit Registry," Other publications TiSEM cd9dc3c1-4146-4d2a-8a9a-f, Tilburg University, School of Economics and Management.
    7. Sara Carter & Eleanor Shaw & Wing Lam & Fiona Wilson, 2007. "Gender, Entrepreneurship, and Bank Lending: The Criteria and Processes Used by Bank Loan Officers in Assessing Applications," Entrepreneurship Theory and Practice, , vol. 31(3), pages 427-444, May.
    8. Loretta J. Mester & Leonard I. Nakamura & Micheline Renault, 1998. "Checking accounts and bank monitoring," Working Papers 98-25, Federal Reserve Bank of Philadelphia.
    9. Cowling, Marc, 2010. "The role of loan guarantee schemes in alleviating credit rationing in the UK," Journal of Financial Stability, Elsevier, vol. 6(1), pages 36-44, April.
    10. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    11. Han, Liang & Fraser, Stuart & Storey, David J., 2009. "Are good or bad borrowers discouraged from applying for loans? Evidence from US small business credit markets," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 415-424, February.
    12. Giuseppe Coco, 2000. "On the Use of Collateral," Journal of Economic Surveys, Wiley Blackwell, vol. 14(2), pages 191-214, April.
    13. Berger, Allen N. & Espinosa-Vega, Marco A. & Frame, W. Scott & Miller, Nathan H., 2011. "Why do borrowers pledge collateral? New empirical evidence on the role of asymmetric information," Journal of Financial Intermediation, Elsevier, vol. 20(1), pages 55-70, January.
    14. Robert Fairlie & Alicia Robb, 2009. "Gender differences in business performance: evidence from the Characteristics of Business Owners survey," Small Business Economics, Springer, vol. 33(4), pages 375-395, December.
    15. Avery, Robert B. & Bostic, Raphael W. & Samolyk, Katherine A., 1998. "The role of personal wealth in small business finance," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 1019-1061, August.
    16. 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.
    17. Degryse, Hans & Van Cayseele, Patrick, 2000. "Relationship Lending within a Bank-Based System: Evidence from European Small Business Data," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 90-109, January.
    18. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, September.
    19. Berger, Allen N & Udell, Gregory F, 1992. "Some Evidence on the Empirical Significance of Credit Rationing," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 1047-1077, October.
    20. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    21. 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 351-381, July.
    22. Innes, Robert D., 1990. "Limited liability and incentive contracting with ex-ante action choices," Journal of Economic Theory, Elsevier, vol. 52(1), pages 45-67, October.
    23. Susan Coleman, 2002. "Borrowing Patterns for Small Firms: A Comparison by Race and Ethnicity," Journal of Entrepreneurial Finance, Pepperdine University, Graziadio School of Business and Management, vol. 7(3), pages 77-98, Fall.
    24. 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.
    25. 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.
    26. Chan, Yuk-Shee & Thakor, Anjan V, 1987. "Collateral and Competitive Equilibria with Moral Hazard and Private Information," Journal of Finance, American Finance Association, vol. 42(2), pages 345-363, June.
    27. Puri, Manju & Rocholl, Jörg & Steffen, Sascha, 2011. "Global retail lending in the aftermath of the US financial crisis: Distinguishing between supply and demand effects," Journal of Financial Economics, Elsevier, vol. 100(3), pages 556-578, June.
    28. 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(3), pages 379-394, September.
    29. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 102(5), pages 2301-2326.
    30. 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 671-689, October.
    31. Stuart A. Gabriel & Stuart S. Rosenthal, 1991. "Credit rationing, race, and the mortgage market," Journal of Urban Economics, Elsevier, vol. 29(3), pages 371-379, May.
    32. Benjamin, Daniel K, 1978. "The Use of Collateral to Enforce Debt Contracts," Economic Inquiry, Western Economic Association International, vol. 16(3), pages 333-359, July.
    33. Kon, Y & Storey, D J, 2003. "A Theory of Discouraged Borrowers," Small Business Economics, Springer, vol. 21(1), pages 37-49, August.
    34. Bester, Helmut, 1987. "The role of collateral in credit markets with imperfect information," European Economic Review, Elsevier, vol. 31(4), pages 887-899, June.
    35. Rainer Haselmann & Katharina Pistor & Vikrant Vig, 2010. "How Law Affects Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 549-580, February.
    36. Jimenez, Gabriel & Salas, Vicente & Saurina, Jesus, 2006. "Determinants of collateral," Journal of Financial Economics, Elsevier, vol. 81(2), pages 255-281, August.
    37. Lehmann, Erik & Neuberger, Doris, 2001. "Do lending relationships matter?: Evidence from bank survey data in Germany," Journal of Economic Behavior & Organization, Elsevier, vol. 45(4), pages 339-359, August.
    38. Tensie Steijvers & Wim Voordeckers, 2009. "Collateral And Credit Rationing: A Review Of Recent Empirical Studies As A Guide For Future Research," Journal of Economic Surveys, Wiley Blackwell, vol. 23(5), pages 924-946, December.
    39. Sandra E. Black & Philip E. Strahan, 2002. "Entrepreneurship and Bank Credit Availability," Journal of Finance, American Finance Association, vol. 57(6), pages 2807-2833, December.
    40. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    41. Biais, Bruno & Gollier, Christian, 1997. "Trade Credit and Credit Rationing," The Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 903-937.
    42. Marc Cowling, 1999. "The incidence of loan collateralization in small business lending contracts: evidence from the UK," Applied Economics Letters, Taylor & Francis Journals, vol. 6(5), pages 291-293.
    43. Ogawa, Kazuo & Suzuki, Kazuyuki, 2000. "Demand for Bank Loans and Investment under Borrowing Constraints: A Panel Study of Japanese Firm Data," Journal of the Japanese and International Economies, Elsevier, vol. 14(1), pages 1-21, March.
    44. Machauer, Achim & Weber, Martin, 1998. "Bank behavior based on internal credit ratings of borrowers," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1355-1383, October.
    45. Cenni, Stefano & Monferrà, Stefano & Salotti, Valentina & Sangiorgi, Marco & Torluccio, Giuseppe, 2015. "Credit rationing and relationship lending. Does firm size matter?," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 249-265.
    46. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/generalized method of moments estimation and testing," Stata Journal, StataCorp LP, vol. 7(4), pages 465-506, December.
    47. Carbo-Valverde, Santiago & Degryse, Hans & Rodríguez-Fernández, Francisco, 2015. "The impact of securitization on credit rationing: Empirical evidence," Journal of Financial Stability, Elsevier, vol. 20(C), pages 36-50.
    48. James H. Stock & Jonathan Wright, 2000. "GMM with Weak Identification," Econometrica, Econometric Society, vol. 68(5), pages 1055-1096, September.
    49. Munnell, Alicia H. & Geoffrey M. B. Tootell & Lynn E. Browne & James McEneaney, 1996. "Mortgage Lending in Boston: Interpreting HMDA Data," American Economic Review, American Economic Association, vol. 86(1), pages 25-53, March.
    50. Manove, Michael & Padilla, A Jorge & Pagano, Marco, 2001. "Collateral versus Project Screening: A Model of Lazy Banks," RAND Journal of Economics, The RAND Corporation, vol. 32(4), pages 726-744, Winter.
    51. Menkhoff, Lukas & Neuberger, Doris & Suwanaporn, Chodechai, 2006. "Collateral-based lending in emerging markets: Evidence from Thailand," Journal of Banking & Finance, Elsevier, vol. 30(1), pages 1-21, January.
    52. Ken Cavalluzzo & John Wolken, 2005. "Small Business Loan Turndowns, Personal Wealth, and Discrimination," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2153-2178, November.
    53. Inderst, Roman & Mueller, Holger M., 2007. "A lender-based theory of collateral," Journal of Financial Economics, Elsevier, vol. 84(3), pages 826-859, June.
    54. 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.
    55. Shen, Chung-Hua, 2002. "Credit Rationing for Bad Companies in Bad Years: Evidence from Bank Loan Transaction Data," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 7(3), pages 261-278, July.
    56. 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.
    57. Boot, Arnoud W A & Thakor, Anjan V & Udell, Gregory F, 1991. "Secured Lending and Default Risk: Equilibrium Analysis, Policy Implications and Empirical Results," Economic Journal, Royal Economic Society, vol. 101(406), pages 458-472, May.
    58. Brick, Ivan E. & Palia, Darius, 2007. "Evidence of jointness in the terms of relationship lending," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 452-476, July.
    59. Marshall Freimer & Myron J. Gordon, 1965. "Why Bankers Ration Credit," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 79(3), pages 397-416.
    60. Diamond, Douglas W, 1989. "Reputation Acquisition in Debt Markets," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 828-862, August.
    61. Geraldo Cerqueiro & Steven Ongena & Kasper Roszbach, 2016. "Collateralization, Bank Loan Rates, and Monitoring," Journal of Finance, American Finance Association, vol. 71(3), pages 1295-1322, June.
    62. Cole, Rebel & Sokolyk, Tatyana, 2016. "Who needs credit and who gets credit? Evidence from the surveys of small business finances," Journal of Financial Stability, Elsevier, vol. 24(C), pages 40-60.
    63. Kirschenmann, Karolin, 2016. "Credit rationing in small firm-bank relationships," Journal of Financial Intermediation, Elsevier, vol. 26(C), pages 68-99.
    64. Rosa, Peter & Carter, Sara & Hamilton, Daphne, 1996. "Gender as a Determinant of Small Business Performance: Insights from a British Study," Small Business Economics, Springer, vol. 8(6), pages 463-478, December.
    65. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    66. Drakos, Konstantinos & Giannakopoulos, Nicholas, 2011. "On the determinants of credit rationing: Firm-level evidence from transition countries," Journal of International Money and Finance, Elsevier, vol. 30(8), pages 1773-1790.
    67. Harhoff, Dietmar & Korting, Timm, 1998. "Lending relationships in Germany - Empirical evidence from survey data," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1317-1353, October.
    68. Atanasova, Christina V. & Wilson, Nicholas, 2004. "Disequilibrium in the UK corporate loan market," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 595-614, March.
    69. James S. Ang & James Wuh Lin & Floyd Tyler, 1995. "Evidence on the Lack of Separation between Business and Personal Risks among Small Businesses," Journal of Entrepreneurial Finance, Pepperdine University, Graziadio School of Business and Management, vol. 4(2), pages 197-210, Fall.
    70. 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.
    71. Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-855, September.
    72. Berger, Allen N. & Udell, Gregory F., 1990. "Collateral, loan quality and bank risk," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 21-42, January.
    73. Dwight M. Jaffee & Thomas Russell, 1976. "Imperfect Information, Uncertainty, and Credit Rationing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(4), pages 651-666.
    74. Hansen, Lars Peter & Heaton, John & Yaron, Amir, 1996. "Finite-Sample Properties of Some Alternative GMM Estimators," Journal of Business & Economic Statistics, American Statistical Association, vol. 14(3), pages 262-280, July.
    75. Kayhan, Ayla & Titman, Sheridan, 2007. "Firms' histories and their capital structures," Journal of Financial Economics, Elsevier, vol. 83(1), pages 1-32, January.
    76. Harhoff, Dietmar & Körting, Timm, 1998. "Lending Relationships in Germany: Empirical Results from Survey Data," CEPR Discussion Papers 1917, C.E.P.R. Discussion Papers.
    77. Leonardo Becchetti & Maria Melody Garcia & Giovanni Trovato, 2011. "Credit Rationing and Credit View: Empirical Evidence from an Ethical Bank in Italy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(6), pages 1217-1245, September.
    78. Voordeckers, Wim & Steijvers, Tensie, 2006. "Business collateral and personal commitments in SME lending," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 3067-3086, November.
    79. Loretta J. Mester, 1997. "What's the point of credit scoring?," Business Review, Federal Reserve Bank of Philadelphia, issue Sep, pages 3-16.
    80. Sugato Chakravarty & Tansel Yilmazer, 2009. "A Multistage Model of Loans and the Role of Relationships," Financial Management, Financial Management Association International, vol. 38(4), pages 781-816, December.
    81. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    82. BodenJR., Richard J. & Nucci, Alfred R., 2000. "On the survival prospects of men's and women's new business ventures," Journal of Business Venturing, Elsevier, vol. 15(4), pages 347-362, July.
    83. Beutler, Toni & Grobéty, Mathieu, 2019. "The collateral channel under imperfect debt enforcement," European Economic Review, Elsevier, vol. 111(C), pages 336-359.
    84. Tullio Jappelli, 1990. "Who is Credit Constrained in the U. S. Economy?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(1), pages 219-234.
    85. 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.
    86. 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.
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    More about this item

    Keywords

    Loan-Size rationing; Collateral; Small business; Information asymmetry;
    All these keywords.

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G39 - Financial Economics - - Corporate Finance and Governance - - - Other

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