IDEAS home Printed from https://ideas.repec.org/p/mod/wcefin/0034.html
   My bibliography  Save this paper

Collateral Requirements of SMEs:The Evidence from Less–Developed Countries

Author

Listed:
  • Elmas Yaldiz Hanedar
  • Eleonora Broccardo
  • Flavio Bazzana

Abstract

The main objective of this paper is to investigate the determinants of collateral requirements on loans that are extended to small and medium enterprises (SMEs) in less–developed countries. Our primary data source is the Business Environment and Enterprise Performance Survey (BEEPS) results from Eastern European and Central Asian countries. We observe that country–specific variables are more important than firm–specific variables for determining both the presence of collateral in loan contracts and the collateral to loan value ratios of these contracts. The strongest evidence in our paper addresses the important role that information sharing among lenders plays in the reduction of collateral requirements.

Suggested Citation

  • Elmas Yaldiz Hanedar & Eleonora Broccardo & Flavio Bazzana, 2012. "Collateral Requirements of SMEs:The Evidence from Less–Developed Countries," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0034, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    • Handle: RePEc:mod:wcefin:0034
    as

    Download full text from publisher

    File URL: http://155.185.68.2/CefinPaper/CEFIN-WP34.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Pagano, Marco & Jappelli, Tullio, 1993. "Information Sharing in Credit Markets," Journal of Finance, American Finance Association, vol. 48(5), pages 1693-1718, December.
    2. Berger, Allen N. & Klapper, Leora F. & Udell, Gregory F., 2001. "The ability of banks to lend to informationally opaque small businesses," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2127-2167, December.
    3. Radovan Chalupka & Juraj Kopecsni, 2009. "Modeling Bank Loan LGD of Corporate and SME Segments: A Case Study," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 59(4), pages 360-382, Oktober.
    4. 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.
    5. 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.
    6. Repullo, Rafael & Suarez, Javier, 1998. "Monitoring, Liquidation, and Security Design," The Review of Financial Studies, Society for Financial Studies, vol. 11(1), pages 163-187.
    7. Dionne, Georges & Artis, Manuel & Guillen, Montserrat, 1996. "Count data models for a credit scoring system," Journal of Empirical Finance, Elsevier, vol. 3(3), pages 303-325, September.
    8. David Aristei & Federico Perali & Luca Pieroni, 2008. "Cohort, age and time effects in alcohol consumption by Italian households: a double-hurdle approach," Empirical Economics, Springer, vol. 35(1), pages 29-61, August.
    9. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    10. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    11. Thorsten Beck & Patrick Behr & Andreas Madestam, 2011. "Sex and Credit: Is There a Gender Bias in Lending?," Working Papers 411, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    12. Arito Ono & Iichiro Uesugi, 2009. "Role of Collateral and Personal Guarantees in Relationship Lending: Evidence from Japan's SME Loan Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(5), pages 935-960, August.
    13. 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.
    14. Thiemo Krink & Sandra Paterlini, 2008. "Differential Evolution for Multiobjective Portfolio Optimization," Center for Economic Research (RECent) 021, University of Modena and Reggio E., Dept. of Economics "Marco Biagi".
    15. Jiménez, Gabriel & Salas, Vicente & Saurina, Jesús, 2009. "Organizational distance and use of collateral for business loans," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 234-243, February.
    16. Beck, Thorsten & Demirguc-Kunt, Asli & Laeven, Luc & Maksimovic, Vojislav, 2006. "The determinants of financing obstacles," Journal of International Money and Finance, Elsevier, vol. 25(6), pages 932-952, October.
    17. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    18. Brown, Martin & Jappelli, Tullio & Pagano, Marco, 2009. "Information sharing and credit: Firm-level evidence from transition countries," Journal of Financial Intermediation, Elsevier, vol. 18(2), pages 151-172, April.
    19. Gershon Feder & Tongroj Onchan & Tejaswi Raparla, 1988. "Collateral, Guaranties and Rural Credit in Developing Countries: Evidence from Asia," Agricultural Economics, International Association of Agricultural Economists, vol. 2(3), pages 231-245, November.
    20. 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.
    21. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    22. 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.
    23. Bester, Helmut, 1987. "The role of collateral in credit markets with imperfect information," European Economic Review, Elsevier, vol. 31(4), pages 887-899, June.
    24. Cheol Park, 2000. "Monitoring and Structure of Debt Contracts," Journal of Finance, American Finance Association, vol. 55(5), pages 2157-2195, October.
    25. Hirofumi Uchida, 2011. "What Do Banks Evaluate When They Screen Borrowers? Soft Information, Hard Information and Collateral," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 29-48, October.
    26. 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.
    27. Caballero, Ricardo J. & Krishnamurthy, Arvind, 2001. "International and domestic collateral constraints in a model of emerging market crises," Journal of Monetary Economics, Elsevier, vol. 48(3), pages 513-548, December.
    28. Marianna Brunetti, 2007. "Population Ageing, Household Portfolios and Financial Asset Returns: a Survey of the Literature," Politica economica, Società editrice il Mulino, issue 2, pages 171-208.
    29. John S. Gonas & Michael J. Highfield & Donald J. Mullineaux, 2004. "When Are Commercial Loans Secured?," The Financial Review, Eastern Finance Association, vol. 39(1), pages 79-99, February.
    30. Longhofer, Stanley D. & Santos, Joao A. C., 2000. "The Importance of Bank Seniority for Relationship Lending," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 57-89, January.
    31. Christa Hainz & Laurent Weill & Christophe Godlewski, 2013. "Bank Competition and Collateral: Theory and Evidence," Journal of Financial Services Research, Springer;Western Finance Association, vol. 44(2), pages 131-148, October.
    32. Silvia Muzzioli, 2007. "The relation between implied and realised volatility: are call options more informative than put options? Evidence from the DAX index options market," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0004, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    33. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    34. Labeaga, Jose M., 1999. "A double-hurdle rational addiction model with heterogeneity: Estimating the demand for tobacco," Journal of Econometrics, Elsevier, vol. 93(1), pages 49-72, November.
    35. Timo Baas & Mechthild Schrooten, 2006. "‘Relationship Banking and SMEs: A Theoretical Analysis’," Small Business Economics, Springer, vol. 27(2), pages 127-137, October.
    36. Inderst, Roman & Mueller, Holger M., 2007. "A lender-based theory of collateral," Journal of Financial Economics, Elsevier, vol. 84(3), pages 826-859, June.
    37. D'Espallier, Bert & Guérin, Isabelle & Mersland, Roy, 2011. "Women and Repayment in Microfinance: A Global Analysis," World Development, Elsevier, vol. 39(5), pages 758-772, May.
    38. 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.
    39. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    40. Philippe Aghion & Patrick Bolton, 1992. "An Incomplete Contracts Approach to Financial Contracting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 473-494.
    41. Christophe Godlewski & Laurent Weill, 2011. "Does Collateral Help Mitigate Adverse Selection? A Cross-Country Analysis," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 49-78, October.
    42. Cerqueiro, Geraldo & Degryse, Hans & Ongena, Steven, 2011. "Rules versus discretion in loan rate setting," Journal of Financial Intermediation, Elsevier, vol. 20(4), pages 503-529, October.
    43. Davide Ferrari & Sandra Paterlini, 2009. "The Maximum Lq-Likelihood Method: An Application to Extreme Quantile Estimation in Finance," Methodology and Computing in Applied Probability, Springer, vol. 11(1), pages 3-19, March.
    44. Hainz, Christa, 2003. "Bank competition and credit markets in transition economies," Journal of Comparative Economics, Elsevier, vol. 31(2), pages 223-245, June.
    45. Joaquim J.S. Ramalho & Jacinto Vidigal da Silva, 2009. "A two-part fractional regression model for the financial leverage decisions of micro, small, medium and large firms," Quantitative Finance, Taylor & Francis Journals, vol. 9(5), pages 621-636.
    46. Beck, T.H.L. & Behr, P. & Madestam, A., 2011. "Sex and Credit : Is There a Gender Bias in Microfinance?," Other publications TiSEM ea5418eb-7e1e-475c-a70a-8, Tilburg University, School of Economics and Management.
    47. Menkhoff, Lukas & Neuberger, Doris & Rungruxsirivorn, Ornsiri, 2012. "Collateral and its substitutes in emerging markets’ lending," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 817-834.
    48. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    49. 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.
    50. 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.
    51. Jimenez, Gabriel & Saurina, Jesus, 2004. "Collateral, type of lender and relationship banking as determinants of credit risk," Journal of Banking & Finance, Elsevier, vol. 28(9), pages 2191-2212, September.
    52. Madden, David, 2008. "Sample selection versus two-part models revisited: The case of female smoking and drinking," Journal of Health Economics, Elsevier, vol. 27(2), pages 300-307, March.
    53. Krishnamurthy, Arvind, 2003. "Collateral constraints and the amplification mechanism," Journal of Economic Theory, Elsevier, vol. 111(2), pages 277-292, August.
    54. 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.
    55. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    56. 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.
    57. Gabriel Jim√Ânez & Vicente Salas-Fum√Ås & Jes√Ös Saurina, 2011. "The Effects of Formal and Informal Contracting in Credit Availability," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(1), pages 109-132, February.
    58. Cho-hoi Hui, 2006. "Measuring Provisions for Collateralised Retail Lending," Working Papers 0601, Hong Kong Monetary Authority.
    59. Carol Newman & Maeve Henchion & Alan Matthews, 2003. "A double-hurdle model of Irish household expenditure on prepared meals," Applied Economics, Taylor & Francis Journals, vol. 35(9), pages 1053-1061.
    60. 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.
    61. 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.
    62. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    63. 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.
    64. Grunert, Jens & Weber, Martin, 2009. "Recovery rates of commercial lending: Empirical evidence for German companies," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 505-513, March.
    65. Berger, Allen N. & Cerqueiro, Geraldo & Penas, María F., 2011. "Does debtor protection really protect debtors? Evidence from the small business credit market," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1843-1857, July.
    66. Gelos, R. Gaston & Werner, Alejandro M., 2002. "Financial liberalization, credit constraints, and collateral: investment in the Mexican manufacturing sector," Journal of Development Economics, Elsevier, vol. 67(1), pages 1-27, February.
    67. Hui, C.H. & Lo, C.F. & Wong, T.C. & Man, P.K., 2006. "Measuring provisions for collateralised retail lending," Journal of Economics and Business, Elsevier, vol. 58(4), pages 343-361.
    68. 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.
    69. Chiara Pederzoli, 2007. "Default risk: Poisson mixture and the business cycle," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 07052, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    70. Mattesini, Fabrizio, 1990. "Screening in the credit market : The role of collateral," European Journal of Political Economy, Elsevier, vol. 6(1), pages 1-22, August.
    71. Coco, Giuseppe, 1999. "Collateral, heterogeneity in risk attitude and the credit market equilibrium," European Economic Review, Elsevier, vol. 43(3), pages 559-574, March.
    72. 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.
    73. 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.
    74. 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.
    75. Gorton, Gary & Kahn, James, 2000. "The Design of Bank Loan Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 13(2), pages 331-364.
    76. Efraim Benmelech & Nittai K. Bergman, 2011. "Bankruptcy and the Collateral Channel," Journal of Finance, American Finance Association, vol. 66(2), pages 337-378, April.
    77. Jones, Andrew M, 1989. "A Double-Hurdle Model of Cigarette Consumption," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(1), pages 23-39, Jan.-Mar..
    78. 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.
    79. Steven T. Yen & Helen H. Jensen, 1995. "Determinants of Household Expenditures on Alcohol," Center for Agricultural and Rural Development (CARD) Publications 95-wp144, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    80. Robert Cressy & Otto Toivanen, 2001. "Is there adverse selection in the credit market?," Venture Capital, Taylor & Francis Journals, vol. 3(3), pages 215-238, July.
    81. Harhoff, Dietmar & Körting, Timm, 1998. "Lending Relationships in Germany: Empirical Results from Survey Data," CEPR Discussion Papers 1917, C.E.P.R. Discussion Papers.
    82. Erik Berglöf & Ernst-Ludwig von Thadden, 1994. "Short-Term versus Long-Term Interests: Capital Structure with Multiple Investors," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 1055-1084.
    83. Rajan, Raghuram & Winton, Andrew, 1995. "Covenants and Collateral as Incentives to Monitor," Journal of Finance, American Finance Association, vol. 50(4), pages 1113-1146, September.
    84. Boot, Arnoud W A & Thakor, Anjan V, 1994. "Moral Hazard and Secured Lending in an Infinitely Repeated Credit Market Game," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(4), pages 899-920, November.
    85. Chiara Pederzoli, 2007. "Default risk: Poisson mixture and the business cycle," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0002, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    86. 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.
    87. Chen, Yehning, 2006. "Collateral, loan guarantees, and the lenders' incentives to resolve financial distress," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(1), pages 1-15, February.
    88. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    89. Stuart Sayer, 2009. "Issues In Finance: Credit, Crises And Policies – An Overview," Journal of Economic Surveys, Wiley Blackwell, vol. 23(5), pages 795-797, December.
    90. P G Moffatt, 2005. "Hurdle models of loan default," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(9), pages 1063-1071, September.
    91. Murray Smith, 2003. "On dependency in double-hurdle models," Statistical Papers, Springer, vol. 44(4), pages 581-595, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Marianna Brunetti & Roberta De Luca, 2023. "Pre-selection in cointegration-based pairs trading," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 32(5), pages 1611-1640, December.
    2. Costanza Torricelli & Eleonora Pellati, 2022. "Social Bonds and the “Social Premiumâ€," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0085, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    3. Massimo Baldini & Giovanni Gallo & Costanza Torricelli, 2017. "Past Income Scarcity and Current Perception of Financial Fragility," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0064, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    4. Chiara Pederzoli & Costanza Torricelli, 2019. "The impact of the Fundamental Review of the Trading Book: A preliminary assessment on a stylized portfolio," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0075, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    5. Costanza Torricelli & Fabio Ferrari, 2022. "Climate Stress Test: bad (or good) news for the market? An Event Study Analysis on Euro Zone Banks," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0086, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    6. Costanza Torricelli & Beatrice Bertelli, 2022. "ESG compliant optimal portfolios: The impact of ESG constraints on portfolio optimization in a sample of European stocks," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0088, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    7. Francesca Arnaboldi, Francesca Gioia, 2019. "Portfolio choice: Evidence from new-borns," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0078, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yaldız Hanedar, Elmas & Broccardo, Eleonora & Bazzana, Flavio, 2014. "Collateral requirements of SMEs: The evidence from less-developed countries," Journal of Banking & Finance, Elsevier, vol. 38(C), pages 106-121.
    2. Kislat, Carmen & Menkhoff, Lukas & Neuberger, Doris, 2013. "The use of collateral in formal and informal lending," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79765, Verein für Socialpolitik / German Economic Association.
    3. Dias Duarte, Fábio & Matias Gama, Ana Paula & Paulo Esperança, José, 2017. "Collateral-based in SME lending: The role of business collateral and personal collateral in less-developed countries," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 406-422.
    4. Meles, Antonio & Porzio, Claudio & Sampagnaro, Gabriele & Starita, Maria Grazia & Verdoliva, Vincenzo, 2017. "Collateralization of business loans: Testing the prediction of theories," Research in International Business and Finance, Elsevier, vol. 42(C), pages 922-938.
    5. Tensie Steijvers & Wim Voordeckers & Koen Vanhoof, 2010. "Collateral, relationship lending and family firms," Small Business Economics, Springer, vol. 34(3), pages 243-259, April.
    6. 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.
    7. Bing Xu & Honglin Wang & Adrian Van Rixtel, 2015. "Do banks extract informational rents through collateral?," BIS Working Papers 522, Bank for International Settlements.
    8. Chala, Alemu Tulu & Forssbaeck, Jens, 2018. "Does Collateral Reduce Loan-Size Credit Rationing? Survey Evidence," Working Papers 2018:36, Lund University, Department of Economics.
    9. Menkhoff, Lukas & Neuberger, Doris & Rungruxsirivorn, Ornsiri, 2012. "Collateral and its substitutes in emerging markets’ lending," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 817-834.
    10. Ashiqur Rahman & Jaroslav Belas & Tomas Kliestik & Ladislav Tyll, 2017. "Collateral requirements for SME loans: empirical evidence from the Visegrad countries," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 18(4), pages 650-675, July.
    11. 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.
    12. Andrea Bellucci & Alexander Borisov & Germana Giombini & Alberto Zazzaro, 2015. "Collateral and Local Lending: Testing the Lender-Based Theory," IAW Discussion Papers 119, Institut für Angewandte Wirtschaftsforschung (IAW).
    13. 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.
    14. 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.
    15. Bing Xu & Honglin Wang & Adrian Van Rixtel, 2015. "Do banks extract informational rents through collateral?," BIS Working Papers 522, Bank for International Settlements.
    16. repec:zbw:bofitp:2016_005 is not listed on IDEAS
    17. Xu, Bing & Wang, Honglin & Rixtel, Adrian van, 2016. "Do banks extract informational rents through collateral?," BOFIT Discussion Papers 5/2016, Bank of Finland Institute for Emerging Economies (BOFIT).
    18. Ioannidou, Vasso & Pavanini, Nicola & Peng, Yushi, 2022. "Collateral and asymmetric information in lending markets," Journal of Financial Economics, Elsevier, vol. 144(1), pages 93-121.
    19. Mariarosaria Agostino & Francesco Trivieri, 2017. "Collateral in lending relationships. A study on European SMEs microdata," International Review of Applied Economics, Taylor & Francis Journals, vol. 31(3), pages 339-356, May.
    20. Niinimäki, Juha-Pekka, 2015. "The optimal allocation of alternative collateral assets between different loans," The North American Journal of Economics and Finance, Elsevier, vol. 34(C), pages 22-41.
    21. Gama, Ana Paula Matias & Duarte, Fábio Dias & Esperança, José Paulo, 2017. "Why discouraged borrowers exist? An empirical (re)examination from less developed countries," Emerging Markets Review, Elsevier, vol. 33(C), pages 19-41.

    More about this item

    Keywords

    collateral; SMEs; loan conditions; two–part models;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:mod:wcefin:0034. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Giuseppe Marotta (email available below). General contact details of provider: https://edirc.repec.org/data/demodit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.