IDEAS home Printed from https://ideas.repec.org/p/zbw/bubdps/302021.html
   My bibliography  Save this paper

Better be careful: The replenishment of ABS backed by SME loans

Author

Listed:
  • Fenner, Arved
  • Klein, Philipp
  • Mössinger, Carina

Abstract

We investigate the replenishment of 102 asset-backed securities (ABS) backed by more than 1.7 million small- and medium-sized enterprise loans. Based on our extensive data set from 2012 to 2017 obtained from the first and only central loan-level repository for ABS in Europe, we reveal that loans added to securitized loan portfolios after the transactions' closing perform worse than loans that are part of the initial portfolio. On average, we find that loans added to securitized loan portfolios demonstrate a 0.42 percentage points higher probability of default. We additionally provide evidence that originators induce these performance differences since they exploit their information advantage by deliberately adding low-quality loans to securitized loan portfolios. This adverse behavior is mitigated by originators' reputation efforts, by increasing transparency in the ABS market, as for example per the European Central Bank's loan-level initiative, and most effectively by their interaction.

Suggested Citation

  • Fenner, Arved & Klein, Philipp & Mössinger, Carina, 2021. "Better be careful: The replenishment of ABS backed by SME loans," Discussion Papers 30/2021, Deutsche Bundesbank.
  • Handle: RePEc:zbw:bubdps:302021
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/242122/1/1770172181.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kraemer-Eis, Helmut & Passaris, George & Tappi, Alessandro, 2013. "SME Loan Securitisation 2.0: Market Assessment and Policy Options," EIF Working Paper Series 2013/19, European Investment Fund (EIF).
    2. Franke, Günter & Herrmann, Markus & Weber, Thomas, 2012. "Loss Allocation in Securitization Transactions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(5), pages 1125-1153, October.
    3. Peristiani, Stavros & Santos, João A.C., 2019. "CLO trading and collateral manager bank affiliation," Journal of Financial Intermediation, Elsevier, vol. 39(C), pages 47-58.
    4. Fabozzi, Frank J. & Klingler, Sven & Mølgaard, Pia & Nielsen, Mads Stenbo, 2021. "Active loan trading," Journal of Financial Intermediation, Elsevier, vol. 46(C).
    5. 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).
    6. 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.
    7. 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.
    8. Dietsch, Michel & Petey, Joel, 2002. "The credit risk in SME loans portfolios: Modeling issues, pricing, and capital requirements," Journal of Banking & Finance, Elsevier, vol. 26(2-3), pages 303-322, March.
    9. 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.
    10. Chris Downing & Dwight Jaffee, 2009. "Is the Market for Mortgage-Backed Securities a Market for Lemons?," The Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2257-2294, July.
    11. Christine A. Parlour & Guillaume Plantin, 2008. "Loan Sales and Relationship Banking," Journal of Finance, American Finance Association, vol. 63(3), pages 1291-1314, June.
    12. William Greene, 2004. "Fixed Effects and Bias Due to the Incidental Parameters Problem in the Tobit Model," Econometric Reviews, Taylor & Francis Journals, vol. 23(2), pages 125-147.
    13. Daniel Streitz, 2016. "The Impact of Credit Default Swap Trading on Loan Syndication," Review of Finance, European Finance Association, vol. 20(1), pages 265-286.
    14. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    15. 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.).
    16. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    17. 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.
    18. Douglas W. Diamond, 1984. "Financial Intermediation and Delegated Monitoring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 393-414.
    19. Christine Parlour & Guillaume Plantin, 2008. "Loan Sales and Relationship Banking," Post-Print hal-03415832, HAL.
    20. Gaudêncio, João & Mazany, Agnieszka & Schwarz, Claudia, 2019. "The impact of lending standards on default rates of residential real estate loans," Occasional Paper Series 220, European Central Bank.
    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. 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.
    23. Guo, Guixia & Wu, Ho-Mou, 2014. "A study on risk retention regulation in asset securitization process," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 61-71.
    24. Lancaster, Tony, 2000. "The incidental parameter problem since 1948," Journal of Econometrics, Elsevier, vol. 95(2), pages 391-413, April.
    25. repec:bla:jfinan:v:43:y:1988:i:2:p:375-96 is not listed on IDEAS
    26. 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.
    27. James R. Barth & Gerard Caprio & Ross Levine, 2013. "Bank regulation and supervision in 180 countries from 1999 to 2011," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(2), pages 111-219, May.
    28. Peter DeMarzo & Darrell Duffie, 1999. "A Liquidity-Based Model of Security Design," Econometrica, Econometric Society, vol. 67(1), pages 65-100, January.
    29. Benmelech, Efraim & Dlugosz, Jennifer, 2009. "The alchemy of CDO credit ratings," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 617-634, July.
    30. Elena Loutskina & Philip E. Strahan, 2009. "Securitization and the Declining Impact of Bank Finance on Loan Supply: Evidence from Mortgage Originations," Journal of Finance, American Finance Association, vol. 64(2), pages 861-889, April.
    31. 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.
    32. Benjamin J. Keys & Amit Seru & Vikrant Vig, 2012. "Lender Screening and the Role of Securitization: Evidence from Prime and Subprime Mortgage Markets," The Review of Financial Studies, Society for Financial Studies, vol. 25(7), pages 2071-2108.
    33. 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).
    34. 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.
    35. 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.
    36. 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.
    37. Vlado Kysucky & Lars Norden, 2016. "The Benefits of Relationship Lending in a Cross-Country Context: A Meta-Analysis," Management Science, INFORMS, vol. 62(1), pages 90-110, January.
    38. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    39. Farruggio, Christian & Uhde, André, 2015. "Determinants of loan securitization in European banking," Journal of Banking & Finance, Elsevier, vol. 56(C), pages 12-27.
    40. Aytekin Ertan & Maria Loumioti & Regina Wittenberg‐Moerman, 2017. "Enhancing Loan Quality Through Transparency: Evidence from the European Central Bank Loan Level Reporting Initiative," Journal of Accounting Research, Wiley Blackwell, vol. 55(4), pages 877-918, September.
    41. 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).
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Marques, Manuel O. & Pinto, João M., 2020. "A comparative analysis of ex ante credit spreads: Structured finance versus straight debt finance," Journal of Corporate Finance, Elsevier, vol. 62(C).
    3. 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.
    4. Solomon Y. Deku & Alper Kara & Nodirbek Karimov, 2021. "Do investors value frequent issuers in securitization?," Review of Quantitative Finance and Accounting, Springer, vol. 57(4), pages 1247-1282, November.
    5. 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.
    6. Chen, Zhizhen & Liu, Frank Hong & Opong, Kwaku & Zhou, Mingming, 2017. "Short-term safety or long-term failure? Empirical evidence of the impact of securitization on bank risk," Journal of International Money and Finance, Elsevier, vol. 72(C), pages 48-74.
    7. 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.
    8. 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).
    9. Committee, Nobel Prize, 2022. "Financial Intermediation and the Economy," Nobel Prize in Economics documents 2022-2, Nobel Prize Committee.
    10. Alper Kara & David Marques-Ibanez & Steven Ongena, 2015. "Securitization and Credit Quality," Working Papers 15013, Bangor Business School, Prifysgol Bangor University (Cymru / Wales).
    11. Figueroa, Nicolás & Leukhina, Oksana & Ramírez, Carlos, 2021. "Imperfect information transmission from banks to investors: Macroeconomic implications," Journal of Monetary Economics, Elsevier, vol. 118(C), pages 87-98.
    12. Spiros Bougheas, 2014. "Pooling, tranching, and credit expansion," Oxford Economic Papers, Oxford University Press, vol. 66(2), pages 557-579.
    13. Matthew J. Botsch, 2022. "Public and Private Benefits of Information in Markets for Securitized Assets," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 48(3), pages 319-365, June.
    14. 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.
    15. Kuncl, Martin, 2019. "Securitization under asymmetric information over the business cycle," European Economic Review, Elsevier, vol. 111(C), pages 237-256.
    16. Helder Ferreira de Mendonça & Vívian Íris Barcelos, 2021. "Securitization of assets and risk transfer in a large emerging market: Evidence from Brazil," Bulletin of Economic Research, Wiley Blackwell, vol. 73(4), pages 580-605, October.
    17. 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.
    18. Demyanyk, Yuliya & Loutskina, Elena, 2016. "Mortgage companies and regulatory arbitrage," Journal of Financial Economics, Elsevier, vol. 122(2), pages 328-351.
    19. 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).
    20. Yunzhi Hu & Felipe Varas, 2021. "A Theory of Zombie Lending," Journal of Finance, American Finance Association, vol. 76(4), pages 1813-1867, August.

    More about this item

    Keywords

    ABS; Agency Conflicts; Portfolio Replenishment; Securitization; SME;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

    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:zbw:bubdps:302021. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/dbbgvde.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.