IDEAS home Printed from https://ideas.repec.org/p/cpr/ceprdp/11785.html
   My bibliography  Save this paper

Asymmetric information and the securitization of SME loans

Author

Listed:
  • Gambacorta, Leonardo
  • Albertazzi, Ugo
  • Bottero, Margherita
  • Ongena, Steven

Abstract

Using credit register data for loans to Italian firms we test for the presence of asymmetric information in the securitization market by looking at the correlation between the securitization (risk-transfer) and the default (accident) probability. We can disentangle the adverse selection from the moral hazard component for the many firms with multiple bank relationships. We find that adverse selection is widespread but that moral hazard is confined to weak relationships, indicating that a strong relationship is a credible enough commitment to monitor after securitization. Importantly, the selection of which loans to securitize based on observables is such that it largely offsets the (negative) effects of asymmetric information, rendering the overall unconditional quality of securitized loans significantly better than that of non-securitized ones. Thus, despite the presence of asymmetric information, our results do not accord with the view that credit-risk transfer leads to lax credit standards.

Suggested Citation

  • Gambacorta, Leonardo & Albertazzi, Ugo & Bottero, Margherita & Ongena, Steven, 2017. "Asymmetric information and the securitization of SME loans," CEPR Discussion Papers 11785, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:11785
    as

    Download full text from publisher

    File URL: https://cepr.org/publications/DP11785
    Download Restriction: CEPR Discussion Papers are free to download for our researchers, subscribers and members. If you fall into one of these categories but have trouble downloading our papers, please contact us at subscribers@cepr.org
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or

    for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. repec:dau:papers:123456789/14127 is not listed on IDEAS
    2. Wei Jiang & Ashlyn Aiko Nelson & Edward Vytlacil, 2014. "Securitization and Loan Performance: Ex Ante and Ex Post Relations in the Mortgage Market," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 454-483.
    3. William Adams & Liran Einav & Jonathan Levin, 2009. "Liquidity Constraints and Imperfect Information in Subprime Lending," American Economic Review, American Economic Association, vol. 99(1), pages 49-84, March.
    4. Keys, Benjamin J. & Mukherjee, Tanmoy & Seru, Amit & Vig, Vikrant, 2009. "Financial regulation and securitization: Evidence from subprime loans," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 700-720, July.
    5. Alper Kara & David Marques‐Ibanez & Steven Ongena, 2019. "Securitization and credit quality in the European market," European Financial Management, European Financial Management Association, vol. 25(2), pages 407-434, March.
    6. M. Dewatripont & E. Maskin, 1995. "Credit and Efficiency in Centralized and Decentralized Economies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 541-555.
    7. Mr. Shekhar Aiyar & Mr. Ali J Al-Eyd & Ms. Bergljot B Barkbu & Andreas Jobst, 2015. "Revitalizing Securitization for Small and Medium-Sized Enterprises in Europe," IMF Staff Discussion Notes 2015/007, International Monetary Fund.
    8. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    9. Christine A. Parlour & Guillaume Plantin, 2008. "Loan Sales and Relationship Banking," Journal of Finance, American Finance Association, vol. 63(3), pages 1291-1314, June.
    10. Gilles Chemla & Christopher A. Hennessy, 2014. "Skin in the Game and Moral Hazard," Journal of Finance, American Finance Association, vol. 69(4), pages 1597-1641, August.
    11. Pietro Alessandrini & Andrea F. Presbitero & Alberto Zazzaro, 2009. "Banks, Distances and Firms' Financing Constraints," Review of Finance, European Finance Association, vol. 13(2), pages 261-307.
    12. Gilles Chemla & Christopher A. Hennessy, 2014. "Skin in the Game and Moral Hazard," Post-Print hal-01457063, HAL.
    13. Mary Amiti & David E. Weinstein, 2018. "How Much Do Idiosyncratic Bank Shocks Affect Investment? Evidence from Matched Bank-Firm Loan Data," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 525-587.
    14. Alper Kara & David Marques-Ibanez & Steven Ongena, 2015. "Securitization and Credit Quality," International Finance Discussion Papers 1148, Board of Governors of the Federal Reserve System (U.S.).
    15. Dean Karlan & Jonathan Zinman, 2009. "Observing Unobservables: Identifying Information Asymmetries With a Consumer Credit Field Experiment," Econometrica, Econometric Society, vol. 77(6), pages 1993-2008, November.
    16. Vitaly M. Bord & João A.C. Santos, 2015. "Does Securitization of Corporate Loans Lead to Riskier Lending?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(2-3), pages 415-444, March.
    17. Alan D. Morrison, 2005. "Credit Derivatives, Disintermediation, and Investment Decisions," The Journal of Business, University of Chicago Press, vol. 78(2), pages 621-648, March.
    18. Pierre-Andre Chiappori & Bernard Salanie, 2000. "Testing for Asymmetric Information in Insurance Markets," Journal of Political Economy, University of Chicago Press, vol. 108(1), pages 56-78, February.
    19. Christine Parlour & Guillaume Plantin, 2008. "Loan Sales and Relationship Banking," Post-Print hal-03415832, HAL.
    20. V.V. Chari & Ali Shourideh & Ariel Zetlin-Jones, 2010. "Adverse Selection, Reputation and Sudden Collapses in Secondary Loan Markets," NBER Working Papers 16080, National Bureau of Economic Research, Inc.
    21. Benmelech, Efraim & Dlugosz, Jennifer & Ivashina, Victoria, 2012. "Securitization without adverse selection: The case of CLOs," Journal of Financial Economics, Elsevier, vol. 106(1), pages 91-113.
    22. V. V. Chari & Ali Shourideh & Ariel Zetlin-Jones, 2014. "Reputation and Persistence of Adverse Selection in Secondary Loan Markets," American Economic Review, American Economic Association, vol. 104(12), pages 4027-4070, December.
    23. Berndt, Antje & Gupta, Anurag, 2009. "Moral hazard and adverse selection in the originate-to-distribute model of bank credit," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 725-743, July.
    24. Steven Drucker & Manju Puri, 2009. "On Loan Sales, Loan Contracting, and Lending Relationships," The Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2635-2672, July.
    25. Itamar Drechsler & Thomas Drechsel & David Marques-Ibanez & Philipp Schnabl, 2016. "Who Borrows from the Lender of Last Resort?," Journal of Finance, American Finance Association, vol. 71(5), pages 1933-1974, October.
    26. 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.
    27. Amiyatosh Purnanandam, 2011. "Originate-to-distribute Model and the Subprime Mortgage Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1881-1915.
    28. John Krainer & Elizabeth Laderman, 2014. "Mortgage Loan Securitization and Relative Loan Performance," Journal of Financial Services Research, Springer;Western Finance Association, vol. 45(1), pages 39-66, February.
    29. Gorton, Gary B. & Pennacchi, George G., 1995. "Banks and loan sales Marketing nonmarketable assets," Journal of Monetary Economics, Elsevier, vol. 35(3), pages 389-411, June.
    30. An, Xudong & Deng, Yongheng & Gabriel, Stuart A., 2011. "Asymmetric information, adverse selection, and the pricing of CMBS," Journal of Financial Economics, Elsevier, vol. 100(2), pages 304-325, May.
    31. Focarelli, Dario & Pozzolo, Alberto Franco & Casolaro, Luca, 2008. "The pricing effect of certification on syndicated loans," Journal of Monetary Economics, Elsevier, vol. 55(2), pages 335-349, March.
    32. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 307-362.
    33. Shekhar Aiyar & Ali J Al-Eyd & Bergljot B Barkbu & Andreas Jobst, 2015. "Revitalizing Securitization for Small and Medium-Sized Enterprises in Europe," IMF Staff Discussion Notes 15/7, International Monetary Fund.
    34. Agarwal, Sumit & Chang, Yan & Yavas, Abdullah, 2012. "Adverse selection in mortgage securitization," Journal of Financial Economics, Elsevier, vol. 105(3), pages 640-660.
    35. Albertazzi, Ugo & Eramo, Ginette & Gambacorta, Leonardo & Salleo, Carmelo, 2015. "Asymmetric information in securitization: An empirical assessment," Journal of Monetary Economics, Elsevier, vol. 71(C), pages 33-49.
    36. Brent Ambrose & Michael LaCour-Little & Anthony Sanders, 2005. "Does Regulatory Capital Arbitrage, Reputation, or Asymmetric Information Drive Securitization?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 28(1), pages 113-133, 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. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2019. "European Small Business Finance Outlook: June 2019," EIF Working Paper Series 2019/57, European Investment Fund (EIF).
    2. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2017. "European Small Business Finance Outlook: December 2017," EIF Working Paper Series 2017/46, European Investment Fund (EIF).
    3. Bindseil, Ulrich & Corsi, Marco & Sahel, Benjamin & Visser, Ad, 2017. "The Eurosystem collateral framework explained," Occasional Paper Series 189, European Central Bank.
    4. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2019. "European Small Business Finance Outlook: December 2019," EIF Working Paper Series 2019/61, European Investment Fund (EIF).
    5. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2020. "European Small Business Finance Outlook 2020: The impact of COVID-19 on SME financing markets," EIF Working Paper Series 2020/67, European Investment Fund (EIF).
    6. Arfan Wiraguna & Rofikoh Rokhim & Buddi Wibowo & Roy Sembel, 2023. "The Effect of MSME Loan Securitization on Bank Stability: Collective Roles of Mediators," Economic Research Guardian, Mutascu Publishing, vol. 13(2), pages 61-71, December.
    7. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2018. "European Small Business Finance Outlook: June 2018," EIF Working Paper Series 2018/50, European Investment Fund (EIF).
    8. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2021. "European Small Business Finance Outlook 2021," EIF Working Paper Series 2021/75, European Investment Fund (EIF).
    9. Klein, Philipp & Mössinger, Carina & Pfingsten, Andreas, 2021. "Transparency as a remedy for agency problems in securitization? The case of ECB’s loan-level reporting initiative," Journal of Financial Intermediation, Elsevier, vol. 46(C).
    10. Kraemer-Eis, Helmut & Lang, Frank & Torfs, Wouter & Gvetadze, Salome, 2017. "European Small Business Finance Outlook: June 2017," EIF Working Paper Series 2017/43, European Investment Fund (EIF).
    11. Ihor Kravchuk, 2017. "Assets Securitization in European Financial Scope," Oblik i finansi, Institute of Accounting and Finance, issue 2, pages 91-98, June.
    12. Gong, Di & Wu, Jin & Zhu, Jigao, 2023. "When banks' shadow fades and shadow banking rises: Securitization and loan performance in China," BOFIT Discussion Papers 4/2023, Bank of Finland Institute for Emerging Economies (BOFIT).
    13. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2018. "European Small Business Finance Outlook: December 2018," EIF Working Paper Series 2018/53, European Investment Fund (EIF).
    14. Ying Lu & Sha Sun & Mingming Zhang & Zikun Yang, 2024. "RETRACTED ARTICLE: Moving Towards Sustainable Development: Can Supply Chain Finance Promote Corporate Green Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 13001-13026, September.
    15. Song, Hua & Yang, Xuan & Yu, Kangkang, 2020. "How do supply chain network and SMEs’ operational capabilities enhance working capital financing? An integrative signaling view," International Journal of Production Economics, Elsevier, vol. 220(C).
    16. Krämer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2023. "The European Small Business Finance Outlook 2023," EIF Working Paper Series 2023/96, European Investment Fund (EIF).
    17. Kraemer-Eis, Helmut & Botsari, Antonia & Gvetadze, Salome & Lang, Frank & Torfs, Wouter, 2022. "European Small Business Finance Outlook 2022," EIF Working Paper Series 2022/84, European Investment Fund (EIF).

    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. Deku, Solomon Y. & Kara, Alper & Zhou, Yifan, 2019. "Securitization, bank behaviour and financial stability: A systematic review of the recent empirical literature," International Review of Financial Analysis, Elsevier, vol. 61(C), pages 245-254.
    2. Gong, Di & Wu, Jin & Zhu, Jigao, 2023. "When banks' shadow fades and shadow banking rises: Securitization and loan performance in China," BOFIT Discussion Papers 4/2023, Bank of Finland Institute for Emerging Economies (BOFIT).
    3. Kara, Alper & Marques-Ibanez, David & Ongena, Steven, 2016. "Securitization and lending standards: Evidence from the European wholesale loan market," Journal of Financial Stability, Elsevier, vol. 26(C), pages 107-127.
    4. Alper Kara & David Marques-Ibanez & Steven Ongena, 2015. "Securitization and Credit Quality," Working Papers 15013, Bangor Business School, Prifysgol Bangor University (Cymru / Wales).
    5. Alper Kara & David Marques‐Ibanez & Steven Ongena, 2019. "Securitization and credit quality in the European market," European Financial Management, European Financial Management Association, vol. 25(2), pages 407-434, March.
    6. Fabio Panetta & Alberto Franco Pozzolo, 2018. "Why do banks securitise their assets? Bank-level evidence from over one hundred countries in the pre-crisis period," Temi di discussione (Economic working papers) 1183, Bank of Italy, Economic Research and International Relations Area.
    7. Hibbeln, Martin & Osterkamp, Werner, 2024. "The Impact of Risk Retention on Moral Hazard in the Securitization Market," Journal of Banking & Finance, Elsevier, vol. 163(C).
    8. van der Plaat, Mark T., 2021. "How to Measure Securitization: A Structural Equation Approach," MPRA Paper 109735, University Library of Munich, Germany.
    9. Matthew J. Botsch, 2022. "Correction to: Public and Private Benefits of Information in Markets for Securitized Assets," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 48(3), pages 366-366, June.
    10. Fenner, Arved & Klein, Philipp & Mössinger, Carina, 2021. "Better be careful: The replenishment of ABS backed by SME loans," Discussion Papers 30/2021, Deutsche Bundesbank.
    11. Albertazzi, Ugo & Eramo, Ginette & Gambacorta, Leonardo & Salleo, Carmelo, 2015. "Asymmetric information in securitization: An empirical assessment," Journal of Monetary Economics, Elsevier, vol. 71(C), pages 33-49.
    12. Sascha Tobias Wengerek & Benjamin Hippert & André Uhde, 2019. "Risk allocation through securitization - Evidence from non-performing loans," Working Papers Dissertations 58, Paderborn University, Faculty of Business Administration and Economics.
    13. Ugo Albertazzi & Ginette Eramo & Leonardo Gambacorta & Carmelo Salleo, 2011. "Securitization is not that evil after all," BIS Working Papers 341, Bank for International Settlements.
    14. Wengerek, Sascha Tobias & Hippert, Benjamin & Uhde, André, 2022. "Risk allocation through securitization: Evidence from non-performing loans," The Quarterly Review of Economics and Finance, Elsevier, vol. 86(C), pages 48-64.
    15. van der Plaat, Mark & Spierdijk, Laura, 2020. "Recourse, asymmetric information, and credit risk over the business cycle," MPRA Paper 104718, University Library of Munich, Germany.
    16. Arnold, M., 2017. "The impact of central clearing on banks’ lending discipline," Journal of Financial Markets, Elsevier, vol. 36(C), pages 91-114.
    17. Nada Mora, 2015. "Lender Exposure and Effort in the Syndicated Loan Market," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 82(1), pages 205-252, March.
    18. Martin Hibbeln & Werner Osterkamp, 2025. "The impact of risk retention on the pricing of securitizations," Review of Derivatives Research, Springer, vol. 28(1), pages 1-24, April.
    19. Deku, Solomon Y. & Kara, Alper & Marqués-Ibáñez, David, 2019. "Do reputable issuers provide better-quality securitizations?," Working Paper Series 2236, European Central Bank.
    20. Brendan Daley & Brett Green & Victoria Vanasco, 2020. "Securitization, Ratings, and Credit Supply," Journal of Finance, American Finance Association, vol. 75(2), pages 1037-1082, April.

    More about this item

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:cpr:ceprdp:11785. 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: the person in charge (email available below). General contact details of provider: https://www.cepr.org .

    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.