IDEAS home Printed from https://ideas.repec.org/a/eee/quaeco/v86y2022icp48-64.html
   My bibliography  Save this article

Risk allocation through securitization: Evidence from non-performing loans

Author

Listed:
  • Wengerek, Sascha Tobias
  • Hippert, Benjamin
  • Uhde, André

Abstract

Employing a unique and hand-collected sample of 648 true sale loan securitization transactions issued by 57 stock-listed banks across the EU-12 plus Switzerland over the period from 1997 to 2010, this paper empirically analyzes the relationship between true sale loan securitization and the issuing banks’ non-performing loans to total assets ratios. Overall, we provide evidence for a negative impact of securitization on NPL exposures suggesting that banks predominantly used securitization as an instrument of credit risk transfer and diversification. In addition, the analysis at hand reveals a time-sensitive relationship between securitization and NPL exposures. While we observe an even stronger NPL-reducing effect through securitization during the non-crisis periods, the effect reverses during and after the global financial crisis suggesting that banks were forced to provide credit enhancement and employ securitization as a funding management tool. Along with the results from a variety of sensitivity analyses our study provides important implications for the recent debate on reducing NPL exposures of European banks by revitalizing the European securitization market.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:quaeco:v:86:y:2022:i:c:p:48-64
    DOI: 10.1016/j.qref.2022.06.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1062976922000758
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.qref.2022.06.005?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    4. 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.
    5. Arellano, Manuel, 1993. "On the testing of correlated effects with panel data," Journal of Econometrics, Elsevier, vol. 59(1-2), pages 87-97, September.
    6. Chiesa, Gabriella, 2008. "Optimal credit risk transfer, monitored finance, and banks," Journal of Financial Intermediation, Elsevier, vol. 17(4), pages 464-477, October.
    7. Greenbaum, Stuart I. & Thakor, Anjan V., 1987. "Bank funding modes : Securitization versus deposits," Journal of Banking & Finance, Elsevier, vol. 11(3), pages 379-401, September.
    8. Affinito, Massimiliano & Tagliaferri, Edoardo, 2010. "Why do (or did?) banks securitize their loans? Evidence from Italy," Journal of Financial Stability, Elsevier, vol. 6(4), pages 189-202, December.
    9. 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.
    10. Joongho Han & Kwangwoo Park & George Pennacchi, 2015. "Corporate Taxes and Securitization," Journal of Finance, American Finance Association, vol. 70(3), pages 1287-1321, June.
    11. Krahnen, Jan-Pieter & Wilde, Christian, 2006. "Risk Transfer with CDOs and Systemic Risk in Banking," CEPR Discussion Papers 5618, C.E.P.R. Discussion Papers.
    12. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    13. Hartman-Glaser, Barney & Piskorski, Tomasz & Tchistyi, Alexei, 2012. "Optimal securitization with moral hazard," Journal of Financial Economics, Elsevier, vol. 104(1), pages 186-202.
    14. Uhde, André & Michalak, Tobias C., 2010. "Securitization and systematic risk in European banking: Empirical evidence," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 3061-3077, December.
    15. 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.
    16. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    17. Bonnie G. Buchanan, 2017. "Securitization and the Global Economy," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-34287-4, October.
    18. Christine A. Parlour & Guillaume Plantin, 2008. "Loan Sales and Relationship Banking," Journal of Finance, American Finance Association, vol. 63(3), pages 1291-1314, June.
    19. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    20. Loutskina, Elena, 2011. "The role of securitization in bank liquidity and funding management," Journal of Financial Economics, Elsevier, vol. 100(3), pages 663-684, June.
    21. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    22. Williams, Jonathan, 2004. "Determining management behaviour in European banking," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2427-2460, October.
    23. Cardone-Riportella, Clara & Samaniego-Medina, Reyes & Trujillo-Ponce, Antonio, 2010. "What drives bank securitisation? The Spanish experience," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2639-2651, November.
    24. Anil Shivdasani & Yihui Wang, 2011. "Did Structured Credit Fuel the LBO Boom?," Journal of Finance, American Finance Association, vol. 66(4), pages 1291-1328, August.
    25. Acharya, Viral V. & Schnabl, Philipp & Suarez, Gustavo, 2013. "Securitization without risk transfer," Journal of Financial Economics, Elsevier, vol. 107(3), pages 515-536.
    26. Bedendo, Mascia & Bruno, Brunella, 2012. "Credit risk transfer in U.S. commercial banks: What changed during the 2007–2009 crisis?," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3260-3273.
    27. Tomasz Piskorski & Amit Seru & James Witkin, 2015. "Asset Quality Misrepresentation by Financial Intermediaries: Evidence from the RMBS Market," Journal of Finance, American Finance Association, vol. 70(6), pages 2635-2678, December.
    28. Arif, Ahmed, 2020. "Effects of securitization and covered bonds on bank stability," Research in International Business and Finance, Elsevier, vol. 53(C).
    29. Peter M. DeMarzo, 2005. "The Pooling and Tranching of Securities: A Model of Informed Intermediation," The Review of Financial Studies, Society for Financial Studies, vol. 18(1), pages 1-35.
    30. Louzis, Dimitrios P. & Vouldis, Angelos T. & Metaxas, Vasilios L., 2012. "Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1012-1027.
    31. 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 1421-1460, December.
    32. John M. Griffin & Dragon Yongjun Tang, 2012. "Did Subjectivity Play a Role in CDO Credit Ratings?," Journal of Finance, American Finance Association, vol. 67(4), pages 1293-1328, August.
    33. Uhde, André & Heimeshoff, Ulrich, 2009. "Consolidation in banking and financial stability in Europe: Empirical evidence," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1299-1311, July.
    34. Lockwood, Larry J. & Rutherford, Ronald C. & Herrera, Martin J., 1996. "Wealth effects of asset securitization," Journal of Banking & Finance, Elsevier, vol. 20(1), pages 151-164, January.
    35. Hatice Uzun & Elizabeth Webb, 2007. "Securitization and risk: empirical evidence on US banks," Journal of Risk Finance, Emerald Group Publishing, vol. 8(1), pages 11-23, January.
    36. Instefjord, Norvald, 2005. "Risk and hedging: Do credit derivatives increase bank risk?," Journal of Banking & Finance, Elsevier, vol. 29(2), pages 333-345, February.
    37. Christine Parlour & Guillaume Plantin, 2008. "Loan Sales and Relationship Banking," Post-Print hal-03415832, HAL.
    38. Piskorski, Tomasz & Seru, Amit & Vig, Vikrant, 2010. "Securitization and distressed loan renegotiation: Evidence from the subprime mortgage crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 369-397, September.
    39. Wagner, Wolf, 2007. "The liquidity of bank assets and banking stability," Journal of Banking & Finance, Elsevier, vol. 31(1), pages 121-139, January.
    40. Chen, Tsung-Kang & Liao, Hsien-Hsing & Ye, Jing-Syuan, 2019. "Bank management expertise and asset securitization policies," Journal of Banking & Finance, Elsevier, vol. 109(C).
    41. Battaglia, Francesca & Buchanan, Bonnie G. & Fiordelisi, Franco & Ricci, Ornella, 2021. "Securitization and crash risk: Evidence from large European banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 72(C).
    42. 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.
    43. Robert Marquez, 2002. "Competition, Adverse Selection, and Information Dispersion in the Banking Industry," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 901-926.
    44. Altunbas, Yener & Gambacorta, Leonardo & Marques-Ibanez, David, 2009. "Securitisation and the bank lending channel," European Economic Review, Elsevier, vol. 53(8), pages 996-1009, November.
    45. Di Gong & Shiwei Hu & Jenny Ligthart, 2015. "Does Corporate Income Taxation Affect Securitization? Evidence from OECD Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 48(3), pages 193-213, December.
    46. Gambacorta, Leonardo & Mistrulli, Paolo Emilio, 2004. "Does bank capital affect lending behavior?," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 436-457, October.
    47. van Oordt, Maarten R.C., 2014. "Securitization and the dark side of diversification," Journal of Financial Intermediation, Elsevier, vol. 23(2), pages 214-231.
    48. Keeley, Michael C, 1990. "Deposit Insurance, Risk, and Market Power in Banking," American Economic Review, American Economic Association, vol. 80(5), pages 1183-1200, December.
    49. John H. Boyd & Gianni De Nicoló, 2005. "The Theory of Bank Risk Taking and Competition Revisited," Journal of Finance, American Finance Association, vol. 60(3), pages 1329-1343, June.
    50. Darrell Duffie, 2008. "Innovations in credit risk transfer: implications for financial stability," BIS Working Papers 255, Bank for International Settlements.
    51. Krahnen, Jan Pieter & Wilde, Christian, 2006. "Risk transfer with CDOs and systemic risk in bankingfam," CFS Working Paper Series 2006/04, Center for Financial Studies (CFS).
    52. 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.
    53. Nir Klein, 2013. "Non-Performing Loans in CESEE: Determinants and Impact on Macroeconomic Performance," IMF Working Papers 2013/072, International Monetary Fund.
    54. 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.
    55. Estrella, Arturo & Hardouvelis, Gikas A, 1991. "The Term Structure as a Predictor of Real Economic Activity," Journal of Finance, American Finance Association, vol. 46(2), pages 555-576, June.
    56. 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.
    57. 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.
    58. Vermilyea, Todd A. & Webb, Elizabeth R. & Kish, Andrew A., 2008. "Implicit recourse and credit card securitizations: What do fraud losses reveal?," Journal of Banking & Finance, Elsevier, vol. 32(7), pages 1198-1208, July.
    59. Bonaccorsi di Patti, Emilia & Sette, Enrico, 2016. "Did the securitization market freeze affect bank lending during the financial crisis? Evidence from a credit register," Journal of Financial Intermediation, Elsevier, vol. 25(C), pages 54-76.
    60. Hayne E. Leland, 2007. "Financial Synergies and the Optimal Scope of the Firm: Implications for Mergers, Spinoffs, and Structured Finance," Journal of Finance, American Finance Association, vol. 62(2), pages 765-807, April.
    61. Riddiough, Timothy J., 1997. "Optimal Design and Governance of Asset-Backed Securities," Journal of Financial Intermediation, Elsevier, vol. 6(2), pages 121-152, April.
    62. 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.
    63. Ghosh, Amit, 2015. "Banking-industry specific and regional economic determinants of non-performing loans: Evidence from US states," Journal of Financial Stability, Elsevier, vol. 20(C), pages 93-104.
    64. Wenying Jiangli & Matthew Pritsker, 2008. "The impacts of securitization on U.S. bank holding companies," Proceedings 1097, Federal Reserve Bank of Chicago.
    65. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    66. 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.
    67. Farruggio, Christian & Uhde, André, 2015. "Determinants of loan securitization in European banking," Journal of Banking & Finance, Elsevier, vol. 56(C), pages 12-27.
    68. 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.
    69. Xavier Freixas & Jean-Charles Rochet & Bruno M. Parigi, 2004. "The Lender of Last Resort: A Twenty-First Century Approach," Journal of the European Economic Association, MIT Press, vol. 2(6), pages 1085-1115, December.
    70. Barbara Casu & Andrew Clare & Anna Sarkisyan & Stephen Thomas, 2011. "Does securitization reduce credit risk taking? Empirical evidence from US bank holding companies," The European Journal of Finance, Taylor & Francis Journals, vol. 17(9-10), pages 769-788, November.
    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. Várkonyi, Patrik & Szücs, Tamás & Cziglerné, Erb Edina & Pasitka, Ármin, 2024. "A pénzügyi instrumentumok új számviteli standardja a Covid árnyékában [European banks implementation of IFRS 9 in the shadow of the pandemic]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(2), pages 201-222.

    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. 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.
    3. 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.
    4. Bayeh, Antonio & Bitar, Mohammad & Burlacu, Radu & Walker, Thomas, 2021. "Competition, securitization, and efficiency in US banks," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 553-576.
    5. 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.
    6. Alper Kara & David Marques-Ibanez & Steven Ongena, 2015. "Securitization and Credit Quality," Working Papers 15013, Bangor Business School, Prifysgol Bangor University (Cymru / Wales).
    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. 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).
    9. Ongena, Steven & Kara, Alper & Marqués-Ibáñez, David, 2011. "Securitization and lending standards: evidence from the wholesale loan market," Working Paper Series 1362, European Central Bank.
    10. Alper Kara & Aydin Ozkan & Yener Altunbas, 2016. "Securitisation and banking risk: what do we know so far?," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 8(1), pages 2-16, June.
    11. Uhde, André, 2021. "Tax avoidance through securitization," The Quarterly Review of Economics and Finance, Elsevier, vol. 79(C), pages 411-421.
    12. Davide Castellani, 2018. "Mortgage†backed Securitization and SME Lending During the Financial and Economic Crisis: Evidence from the Italian Cooperative Banking System," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 47(1), pages 187-222, February.
    13. Battaglia, Francesca & Buchanan, Bonnie G. & Fiordelisi, Franco & Ricci, Ornella, 2021. "Securitization and crash risk: Evidence from large European banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 72(C).
    14. 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.
    15. van der Plaat, Mark T., 2021. "How to Measure Securitization: A Structural Equation Approach," MPRA Paper 109735, University Library of Munich, Germany.
    16. Benjamin Hippert & André Uhde & Sascha Tobias Wengerek, 2019. "Determinants of CDS trading on major banks," Working Papers Dissertations 51, Paderborn University, Faculty of Business Administration and Economics.
    17. Affinito, Massimiliano & Tagliaferri, Edoardo, 2010. "Why do (or did?) banks securitize their loans? Evidence from Italy," Journal of Financial Stability, Elsevier, vol. 6(4), pages 189-202, December.
    18. Bakoush, Mohamed & Abouarab, Rabab & Wolfe, Simon, 2019. "Disentangling the impact of securitization on bank profitability," Research in International Business and Finance, Elsevier, vol. 47(C), pages 519-537.
    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. Michalak, Tobias C. & Uhde, André, 2012. "Credit risk securitization and bank soundness in Europe," The Quarterly Review of Economics and Finance, Elsevier, vol. 52(3), pages 272-285.

    More about this item

    Keywords

    European banking; Non-performing loans; Securitization;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:eee:quaeco:v:86:y:2022:i:c:p:48-64. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620167 .

    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.