IDEAS home Printed from https://ideas.repec.org/a/bla/joares/v55y2017i4p877-918.html
   My bibliography  Save this article

Enhancing Loan Quality Through Transparency: Evidence from the European Central Bank Loan Level Reporting Initiative

Author

Listed:
  • AYTEKIN ERTAN
  • MARIA LOUMIOTI
  • REGINA WITTENBERG‐MOERMAN

Abstract

We explore whether transparency in banks’ securitization activities enhances loan quality. We take advantage of a novel disclosure initiative introduced by the European Central Bank, which requires, as of January 2013, banks that use their asset‐backed securities as collateral for repo financing to report securitized loan characteristics and performance in a standardized format. We find that securitized loans originated under the transparency regime are of better quality with a lower default probability, a lower delinquent amount, fewer days in delinquency, and lower losses upon default. Additionally, banks with more intensive loan level information collection and those operating under stronger market discipline experience greater improvement in their loan quality under the new reporting standards. Overall, we demonstrate that greater transparency has real effects by incentivizing banks to improve their credit practices.

Suggested Citation

  • 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.
  • Handle: RePEc:bla:joares:v:55:y:2017:i:4:p:877-918
    DOI: 10.1111/1475-679X.12162
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1475-679X.12162
    Download Restriction: no

    File URL: https://libkey.io/10.1111/1475-679X.12162?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
    ---><---

    References listed on IDEAS

    as
    1. Tito Cordella & Eduardo Levy Yeyati, 1998. "Public Disclosure and Bank Failures," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 110-131, March.
    2. Gary Gorton, 2008. "The panic of 2007," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 131-262.
    3. Jannis Bischof & Holger Daske, 2013. "Mandatory Disclosure, Voluntary Disclosure, and Stock Market Liquidity: Evidence from the EU Bank Stress Tests," Journal of Accounting Research, Wiley Blackwell, vol. 51(5), pages 997-1029, December.
    4. Becker, Bo & Ivashina, Victoria, 2014. "Cyclicality of credit supply: Firm level evidence," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 76-93.
    5. Michael Minnis & Andrew Sutherland, 2017. "Financial Statements as Monitoring Mechanisms: Evidence from Small Commercial Loans," Journal of Accounting Research, Wiley Blackwell, vol. 55(1), pages 197-233, March.
    6. Frank Gigler & Chandra Kanodia & Haresh Sapra & Raghu Venugopalan, 2014. "How Frequent Financial Reporting Can Cause Managerial Short‐Termism: An Analysis of the Costs and Benefits of Increasing Reporting Frequency," Journal of Accounting Research, Wiley Blackwell, vol. 52(2), pages 357-387, May.
    7. Beatty, Anne & Liao, Scott, 2014. "Financial accounting in the banking industry: A review of the empirical literature," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 339-383.
    8. Nadauld, Taylor D. & Weisbach, Michael S., 2012. "Did securitization affect the cost of corporate debt?," Journal of Financial Economics, Elsevier, vol. 105(2), pages 332-352.
    9. Gary Gorton, 2008. "The panic of 2007," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 131-262.
    10. Maarten L. Buis, 2010. "Stata tip 87: Interpretation of interactions in nonlinear models," Stata Journal, StataCorp LP, vol. 10(2), pages 305-308, June.
    11. Christian Laux & Christian Leuz, 2010. "Did Fair-Value Accounting Contribute to the Financial Crisis?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 93-118, Winter.
    12. Yuliya Demyanyk & Otto Van Hemert, 2011. "Understanding the Subprime Mortgage Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
    13. Chandra Kanodia & Haresh Sapra, 2016. "A Real Effects Perspective to Accounting Measurement and Disclosure: Implications and Insights for Future Research," Journal of Accounting Research, Wiley Blackwell, vol. 54(2), pages 623-676, May.
    14. 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.
    15. Yihui Wang & Han Xia, 2014. "Do Lenders Still Monitor When They Can Securitize Loans?," The Review of Financial Studies, Society for Financial Studies, vol. 27(8), pages 2354-2391.
    16. Christian Laux, 2012. "Financial instruments, financial reporting, and financial stability," Accounting and Business Research, Taylor & Francis Journals, vol. 42(3), pages 239-260, August.
    17. 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.
    18. Freixas, Xavier & Laux, Christian, 2011. "Disclosure, transparency, and market discipline," CFS Working Paper Series 2011/11, Center for Financial Studies (CFS).
    19. Blum, Jurg M., 2002. "Subordinated debt, market discipline, and banks' risk taking," Journal of Banking & Finance, Elsevier, vol. 26(7), pages 1427-1441, July.
    20. 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.
    21. Robert M. Bushman & Abbie Smith, 2003. "Transparency, financial accounting information, and corporate governance," Economic Policy Review, Federal Reserve Bank of New York, vol. 9(Apr), pages 65-87.
    22. Bushman, Robert M., 2014. "Thoughts on financial accounting and the banking industry," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 384-395.
    23. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    24. Mary Barth & Wayne Landsman, 2010. "How did Financial Reporting Contribute to the Financial Crisis?," European Accounting Review, Taylor & Francis Journals, vol. 19(3), pages 399-423.
    25. Edward C. Norton & Hua Wang & Chunrong Ai, 2004. "Computing interaction effects and standard errors in logit and probit models," Stata Journal, StataCorp LP, vol. 4(2), pages 154-167, June.
    26. Chun Chang & Guanmin Liao & Xiaoyun Yu & Zheng Ni, 2014. "Information from Relationship Lending: Evidence from Loan Defaults in China," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(6), pages 1225-1257, September.
    27. Robert M. Bushman & Christopher D. Williams, 2015. "Delayed Expected Loss Recognition and the Risk Profile of Banks," Journal of Accounting Research, Wiley Blackwell, vol. 53(3), pages 511-553, June.
    28. Gorton, Gary & Metrick, Andrew, 2012. "Securitized banking and the run on repo," Journal of Financial Economics, Elsevier, vol. 104(3), pages 425-451.
    29. 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.
    30. Jordan, John S. & Peek, Joe & Rosengren, Eric S., 2000. "The Market Reaction to the Disclosure of Supervisory Actions: Implications for Bank Transparency," Journal of Financial Intermediation, Elsevier, vol. 9(3), pages 298-319, July.
    31. Nier, Erlend & Baumann, Ursel, 2006. "Market discipline, disclosure and moral hazard in banking," Journal of Financial Intermediation, Elsevier, vol. 15(3), pages 332-361, July.
    32. HyunSong Shin, 2009. "Securitisation and Financial Stability," Economic Journal, Royal Economic Society, vol. 119(536), pages 309-332, March.
    33. Ivashina, Victoria & Sun, Zheng, 2011. "Institutional demand pressure and the cost of corporate loans," Journal of Financial Economics, Elsevier, vol. 99(3), pages 500-522, March.
    34. Mark J. Garmaise, 2015. "Borrower Misreporting and Loan Performance," Journal of Finance, American Finance Association, vol. 70(1), pages 449-484, February.
    35. Ryan W. Buell & Tami Kim & Chia-Jung Tsay, 2014. "Creating Reciprocal Value Through Operational Transparency," Harvard Business School Working Papers 14-115, Harvard Business School, revised Sep 2015.
    36. Rodriguez, Ricardo J., 1988. "Default Risk, Yield Spreads, and Time to Maturity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 23(1), pages 111-117, March.
    37. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    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. Sehwa Kim & Seil Kim & Anya V. Kleymenova & Rongchen Li, 2023. "Current Expected Credit Losses (CECL) Standard and Banks' Information Production," Finance and Economics Discussion Series 2023-063, Board of Governors of the Federal Reserve System (U.S.).
    2. Elfers, Ferdinand & Koenraadt, Jeroen, 2022. "What you don’t know won’t hurt you: Market monitoring and bank supervisors’ preference for private information," Journal of Banking & Finance, Elsevier, vol. 143(C).
    3. John Gallemore & Martin Jacob, 2020. "Corporate Tax Enforcement Externalities and the Banking Sector," Journal of Accounting Research, Wiley Blackwell, vol. 58(5), pages 1117-1159, December.
    4. Fenner, Arved & Klein, Philipp & Mössinger, Carina, 2021. "Better be careful: The replenishment of ABS backed by SME loans," Discussion Papers 30/2021, Deutsche Bundesbank.
    5. Florian Kaposty & Philipp Klein & Matthias Löderbusch & Andreas Pfingsten, 2022. "Loss given default in SME leasing," Review of Managerial Science, Springer, vol. 16(5), pages 1561-1597, July.
    6. Gordon, Elizabeth A. & Gotti, Giorgio & Ho, Joanna H. & Mora, Araceli & Morris, Richard D., 2019. "Commentary: Where is International Accounting Research Going? Issues Needing Further Investigation," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 37(C).
    7. Kang, Jung Koo & Loumioti, Maria & Wittenberg-Moerman, Regina, 2021. "The harmonization of lending standards within banks through mandated loan-level transparency," Journal of Accounting and Economics, Elsevier, vol. 72(1).
    8. Chen, Qi & Goldstein, Itay & Huang, Zeqiong & Vashishtha, Rahul, 2022. "Bank transparency and deposit flows," Journal of Financial Economics, Elsevier, vol. 146(2), pages 475-501.
    9. Liu, Jinyu & Wang, Zhengwei & Zhu, Wuxiang, 2021. "Does privatization reform alleviate ownership discrimination? Evidence from the Split-share structure reform in China," Journal of Corporate Finance, Elsevier, vol. 66(C).
    10. Luca Barbaglia & Sebastiano Manzan & Elisa Tosetti, 2023. "Forecasting Loan Default in Europe with Machine Learning," Journal of Financial Econometrics, Oxford University Press, vol. 21(2), pages 569-596.
    11. Karthik Balakrishnan & Aytekin Ertan, 2019. "Bank asset transparency and credit supply," Review of Accounting Studies, Springer, vol. 24(4), pages 1359-1391, December.
    12. Zongrun Wang & Jiangyan Chen & Xiaofei Zhao, 2020. "Risk Information Disclosure and Bank Soundness: Does Regulation Matter? Evidence from China," International Review of Finance, International Review of Finance Ltd., vol. 20(4), pages 973-981, December.
    13. Ravenscroft, Sue & Williams, Paul F., 2021. "Sustaining discreditable accounting research through ignorance: The mainstream elite’s response to the 2008 financial crisis," Accounting, Organizations and Society, Elsevier, vol. 95(C).
    14. Jed J. Neilson & Stephen G. Ryan & K. Philip Wang & Biqin Xie, 2022. "Asset‐Level Transparency and the (E)valuation of Asset‐Backed Securities," Journal of Accounting Research, Wiley Blackwell, vol. 60(3), pages 1131-1183, June.
    15. Sutherland, Andrew, 2018. "Does credit reporting lead to a decline in relationship lending? Evidence from information sharing technology," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 123-141.
    16. Liangliang Jiang & Ross Levine & Chen Lin & Wensi Xie, 2022. "Deposit Supply and Bank Transparency," Management Science, INFORMS, vol. 68(5), pages 3834-3855, May.
    17. Marco Maria Mattei & Petya Platikanova, 2023. "Enhancing bank transparency: Financial reporting quality, fraudulent peers and social capital," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(3), pages 3419-3454, September.
    18. 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).
    19. Miao Liu, 2022. "Assessing Human Information Processing in Lending Decisions: A Machine Learning Approach," Journal of Accounting Research, Wiley Blackwell, vol. 60(2), pages 607-651, May.
    20. Billio, Monica & Dufour, Alfonso & Segato, Samuele & Varotto, Simone, 2023. "Complexity and the default risk of mortgage-backed securities," Journal of Banking & Finance, Elsevier, vol. 155(C).
    21. Aytekin Ertan, 2022. "Real earnings management through syndicated lending," Review of Accounting Studies, Springer, vol. 27(4), pages 1157-1198, December.

    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. Bischof, Jannis & Laux, Christian & Leuz, Christian, 2020. "Accounting for financial stability: Lessons from the financial crisis and future challenges," SAFE Working Paper Series 283, Leibniz Institute for Financial Research SAFE.
    2. Bischof, Jannis & Laux, Christian & Leuz, Christian, 2021. "Accounting for financial stability: Bank disclosure and loss recognition in the financial crisis," Journal of Financial Economics, Elsevier, vol. 141(3), pages 1188-1217.
    3. Viral V. Acharya & Stephen G. Ryan, 2016. "Banks’ Financial Reporting and Financial System Stability," Journal of Accounting Research, Wiley Blackwell, vol. 54(2), pages 277-340, May.
    4. 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.
    5. Xiao, Shuhua & Zhu, Shushang & Wu, Ying, 2023. "Asset securitization, cross holdings, and systemic risk in banking," Journal of Financial Stability, Elsevier, vol. 67(C).
    6. Committee, Nobel Prize, 2022. "Financial Intermediation and the Economy," Nobel Prize in Economics documents 2022-2, Nobel Prize Committee.
    7. 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.
    8. Khandani, Amir E. & Lo, Andrew W. & Merton, Robert C., 2013. "Systemic risk and the refinancing ratchet effect," Journal of Financial Economics, Elsevier, vol. 108(1), pages 29-45.
    9. 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.
    10. Bushman, Robert M., 2014. "Thoughts on financial accounting and the banking industry," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 384-395.
    11. Zoltán Novotny-Farkas, 2016. "The Interaction of the IFRS 9 Expected Loss Approach with Supervisory Rules and Implications for Financial Stability," Accounting in Europe, Taylor & Francis Journals, vol. 13(2), pages 197-227, May.
    12. Sehwa Kim, 2022. "Delays in Banks’ Loan Loss Provisioning and Economic Downturns: Evidence from the U.S. Housing Market," Journal of Accounting Research, Wiley Blackwell, vol. 60(3), pages 711-754, June.
    13. Rajan, Uday & Seru, Amit & Vig, Vikrant, 2015. "The failure of models that predict failure: Distance, incentives, and defaults," Journal of Financial Economics, Elsevier, vol. 115(2), pages 237-260.
    14. Manconi, Alberto & Massa, Massimo & Yasuda, Ayako, 2010. "The Behavior of Intoxicated Investors: The Role of Institutional Investors in Propagating the Crisis of 2007-2008," Working Papers 10-22, University of Pennsylvania, Wharton School, Weiss Center.
    15. Ing-Haw Cheng & Sahil Raina & Wei Xiong, 2014. "Wall Street and the Housing Bubble," American Economic Review, American Economic Association, vol. 104(9), pages 2797-2829, September.
    16. Jungherr, Joachim, 2018. "Bank opacity and financial crises," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 157-176.
    17. 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.
    18. Gorton, Gary & Metrick, Andrew, 2013. "Securitization," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1-70, Elsevier.
    19. Oliver Rehbein & Simon Rother, 2020. "The Role of Social Networks in Bank Lending," ECONtribute Discussion Papers Series 033, University of Bonn and University of Cologne, Germany.
    20. 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).

    More about this item

    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:bla:joares:v:55:y:2017:i:4:p:877-918. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0021-8456 .

    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.