IDEAS home Printed from https://ideas.repec.org/a/eee/jaecon/v76y2023i1s0165410123000101.html
   My bibliography  Save this article

Contracting in the Dark: The rise of public-side lenders in the syndicated loan market

Author

Listed:
  • Amiraslani, Hami
  • Donovan, John
  • Phillips, Matthew A.
  • Wittenberg-Moerman, Regina

Abstract

We document a novel trend in syndicated lending where some participants voluntarily waive their rights to borrowers' private information. We posit that “public-side” lending emerged to facilitate broad lender participation in the syndicated loan market by mitigating concerns about the leakage of borrowers' private information into public securities markets. In line with this proposition, we find that public-side lending facilitates the loan market participation of lenders for which maintaining robust information barriers is particularly costly. Furthermore, while public-side lending increases within-syndicate information asymmetry, our findings indicate that it does not materially increase interest spreads and is associated with lower coordination costs among syndicate participants. Collectively, we document how debt contracting practices evolved to address frictions associated with the protection of borrowers’ private information and the related changes in loan contracting equilibria.

Suggested Citation

  • Amiraslani, Hami & Donovan, John & Phillips, Matthew A. & Wittenberg-Moerman, Regina, 2023. "Contracting in the Dark: The rise of public-side lenders in the syndicated loan market," Journal of Accounting and Economics, Elsevier, vol. 76(1).
  • Handle: RePEc:eee:jaecon:v:76:y:2023:i:1:s0165410123000101
    DOI: 10.1016/j.jacceco.2023.101586
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0165410123000101
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jacceco.2023.101586?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. Senbet, Lemma W. & Wang, Tracy Yue, 2012. "Corporate Financial Distress and Bankruptcy: A Survey," Foundations and Trends(R) in Finance, now publishers, vol. 5(4), pages 243-335, August.
    2. Iñaki Aldasoro & Sebastian Doerr & Haonan Zhou, 2022. "Non-bank lenders in the syndicated loan market," BIS Quarterly Review, Bank for International Settlements, March.
    3. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    4. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    5. Roberts, Michael R., 2015. "The role of dynamic renegotiation and asymmetric information in financial contracting," Journal of Financial Economics, Elsevier, vol. 116(1), pages 61-81.
    6. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    7. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    8. Robert M. Bushman & Abbie J. Smith & Regina Wittenberg‐Moerman, 2010. "Price Discovery and Dissemination of Private Information by Loan Syndicate Participants," Journal of Accounting Research, Wiley Blackwell, vol. 48(5), pages 921-972, December.
    9. Lily Fang & Victoria Ivashina & Josh Lerner, 2013. "Combining Banking with Private Equity Investing," The Review of Financial Studies, Society for Financial Studies, vol. 26(9), pages 2139-2173.
    10. Chemmanur, Thomas J & Fulghieri, Paolo, 1994. "Reputation, Renegotiation, and the Choice between Bank Loans and Publicly Traded Debt," The Review of Financial Studies, Society for Financial Studies, vol. 7(3), pages 475-506.
    11. Lim, Jongha & Minton, Bernadette A. & Weisbach, Michael S., 2014. "Syndicated loan spreads and the composition of the syndicate," Journal of Financial Economics, Elsevier, vol. 111(1), pages 45-69.
    12. Scott D. Dyreng & Rahul Vashishtha & Joseph Weber, 2017. "Direct Evidence on the Informational Properties of Earnings in Loan Contracts," Journal of Accounting Research, Wiley Blackwell, vol. 55(2), pages 371-406, May.
    13. Nicolae Garleanu & Jeffrey Zwiebel, 2009. "Design and Renegotiation of Debt Covenants," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 749-781, February.
    14. William Greene, 2004. "The behaviour of the maximum likelihood estimator of limited dependent variable models in the presence of fixed effects," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 98-119, June.
    15. Yiwei Dou, 2020. "The Debt-Contracting Value of Accounting Numbers and Financial Covenant Renegotiation," Management Science, INFORMS, vol. 66(3), pages 1124-1148, March.
    16. Nikolaev, Valeri V., 2018. "Scope for renegotiation in private debt contracts," Journal of Accounting and Economics, Elsevier, vol. 65(2), pages 270-301.
    17. 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.
    18. Hans B. Christensen & Valeri V. Nikolaev & Regina Wittenberg‐Moerman, 2016. "Accounting Information in Financial Contracting: The Incomplete Contract Theory Perspective," Journal of Accounting Research, Wiley Blackwell, vol. 54(2), pages 397-435, May.
    19. LaFond, Ryan & You, Haifeng, 2010. "The federal deposit insurance corporation improvement act, bank internal controls and financial reporting quality," Journal of Accounting and Economics, Elsevier, vol. 49(1-2), pages 75-83, February.
    20. Chu, Yongqiang, 2021. "Debt Renegotiation and Debt Overhang: Evidence from Lender Mergers," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(3), pages 995-1021, May.
    21. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    22. 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.
    23. Ivashina, Victoria, 2009. "Asymmetric information effects on loan spreads," Journal of Financial Economics, Elsevier, vol. 92(2), pages 300-319, May.
    24. Bolton, Patrick & Scharfstein, David S, 1996. "Optimal Debt Structure and the Number of Creditors," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 1-25, February.
    25. Ivashina, Victoria & Sun, Zheng, 2011. "Institutional stock trading on loan market information," Journal of Financial Economics, Elsevier, vol. 100(2), pages 284-303, May.
    26. Joseph P. Romano & Michael Wolf, 2005. "Exact and Approximate Stepdown Methods for Multiple Hypothesis Testing," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 94-108, March.
    27. Fama, Eugene F., 1985. "What's different about banks?," Journal of Monetary Economics, Elsevier, vol. 15(1), pages 29-39, January.
    28. Carrizosa, Richard & Ryan, Stephen G., 2017. "Borrower private information covenants and loan contract monitoring," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 313-339.
    29. Victoria Ivashina & Anna Kovner, 2011. "The Private Equity Advantage: Leveraged Buyout Firms and Relationship Banking," The Review of Financial Studies, Society for Financial Studies, vol. 24(7), pages 2462-2498.
    30. Zhang, Jieying, 2008. "The contracting benefits of accounting conservatism to lenders and borrowers," Journal of Accounting and Economics, Elsevier, vol. 45(1), pages 27-54, March.
    31. Massoud, Nadia & Nandy, Debarshi & Saunders, Anthony & Song, Keke, 2011. "Do hedge funds trade on private information? Evidence from syndicated lending and short-selling," Journal of Financial Economics, Elsevier, vol. 99(3), pages 477-499, March.
    32. Billett, Matthew T & Flannery, Mark J & Garfinkel, Jon A, 1995. "The Effect of Lender Identity on a Borrowing Firm's Equity Return," Journal of Finance, American Finance Association, vol. 50(2), pages 699-718, June.
    33. Jung Koo Kang & Christopher D. Williams & Regina Wittenberg-Moerman, 2021. "CDS trading and nonrelationship lending dynamics," Review of Accounting Studies, Springer, vol. 26(1), pages 258-292, March.
    34. Becker, Bo & Ivashina, Victoria, 2016. "Covenant-Light Contracts And Creditor Coordination," Working Paper Series 325, Sveriges Riksbank (Central Bank of Sweden).
    35. Blankespoor, Elizabeth & deHaan, Ed & Marinovic, Iván, 2020. "Disclosure processing costs, investors’ information choice, and equity market outcomes: A review," Journal of Accounting and Economics, Elsevier, vol. 70(2).
    36. 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.
    37. Ken B. Cyree, 2016. "The Effects Of Regulatory Compliance For Small Banks Around Crisis-Based Regulation," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 39(3), pages 215-246, September.
    38. Hans B. Christensen & Valeri V. Nikolaev, 2012. "Capital Versus Performance Covenants in Debt Contracts," Journal of Accounting Research, Wiley Blackwell, vol. 50(1), pages 75-116, March.
    39. Roberts, Michael R. & Sufi, Amir, 2009. "Renegotiation of financial contracts: Evidence from private credit agreements," Journal of Financial Economics, Elsevier, vol. 93(2), pages 159-184, August.
    40. Terrence Blackburne & John D. Kepler & Phillip J. Quinn & Daniel Taylor, 2021. "Undisclosed SEC Investigations," Management Science, INFORMS, vol. 67(6), pages 3403-3418, June.
    41. Noh, Suzie & So, Eric C. & Weber, Joseph P., 2019. "Voluntary and mandatory disclosures: Do managers view them as substitutes?," Journal of Accounting and Economics, Elsevier, vol. 68(1).
    42. Michael Schwert, 2018. "Bank Capital and Lending Relationships," Journal of Finance, American Finance Association, vol. 73(2), pages 787-830, April.
    43. Hart, Oliver, 1995. "Firms, Contracts, and Financial Structure," OUP Catalogue, Oxford University Press, number 9780198288817.
    44. Elizabeth Blankespoor & Ed deHaan & Christina Zhu, 2018. "Capital market effects of media synthesis and dissemination: evidence from robo-journalism," Review of Accounting Studies, Springer, vol. 23(1), pages 1-36, March.
    45. Nini, Greg & Smith, David C. & Sufi, Amir, 2009. "Creditor control rights and firm investment policy," Journal of Financial Economics, Elsevier, vol. 92(3), pages 400-420, June.
    46. deHaan, Ed & Kedia, Simi & Koh, Kevin & Rajgopal, Shivaram, 2015. "The revolving door and the SEC’s enforcement outcomes: Initial evidence from civil litigation," Journal of Accounting and Economics, Elsevier, vol. 60(2), pages 65-96.
    47. Ryan Ball & Robert M. Bushman & Florin P. Vasvari, 2008. "The Debt‐Contracting Value of Accounting Information and Loan Syndicate Structure," Journal of Accounting Research, Wiley Blackwell, vol. 46(2), pages 247-287, May.
    48. Steven Drucker & Manju Puri, 2005. "On the Benefits of Concurrent Lending and Underwriting," Journal of Finance, American Finance Association, vol. 60(6), pages 2763-2799, December.
    49. G. S. Maddala, 1987. "Limited Dependent Variable Models Using Panel Data," Journal of Human Resources, University of Wisconsin Press, vol. 22(3), pages 307-338.
    50. Michael R. Roberts & Amir Sufi, 2009. "Financial Contracting: A Survey of Empirical Research and Future Directions," Annual Review of Financial Economics, Annual Reviews, vol. 1(1), pages 207-226, November.
    51. 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.
    52. Greg Nini & David C. Smith & Amir Sufi, 2012. "Creditor Control Rights, Corporate Governance, and Firm Value," The Review of Financial Studies, Society for Financial Studies, vol. 25(6), pages 1713-1761.
    53. 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.
    54. Beyhaghi, Mehdi & Nguyen, Ca & Wald, John K., 2019. "Institutional investors and loan dynamics: Evidence from loan renegotiations," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 482-505.
    55. 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.
    56. Chemmanur, Thomas J & Fulghieri, Paolo, 1994. "Investment Bank Reputation, Information Production, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 49(1), pages 57-79, March.
    57. Berger, Philip G. & Minnis, Michael & Sutherland, Andrew, 2017. "Commercial lending concentration and bank expertise: Evidence from borrower financial statements," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 253-277.
    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. Isin, Adnan Anil, 2018. "Tax avoidance and cost of debt: The case for loan-specific risk mitigation and public debt financing," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 344-378.
    2. Beyhaghi, Mehdi & Nguyen, Ca & Wald, John K., 2019. "Institutional investors and loan dynamics: Evidence from loan renegotiations," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 482-505.
    3. Jung Koo Kang & Christopher D. Williams & Regina Wittenberg-Moerman, 2021. "CDS trading and nonrelationship lending dynamics," Review of Accounting Studies, Springer, vol. 26(1), pages 258-292, March.
    4. Nikolaev, Valeri V., 2018. "Scope for renegotiation in private debt contracts," Journal of Accounting and Economics, Elsevier, vol. 65(2), pages 270-301.
    5. Yiwei Dou, 2020. "The Debt-Contracting Value of Accounting Numbers and Financial Covenant Renegotiation," Management Science, INFORMS, vol. 66(3), pages 1124-1148, March.
    6. Kang, Di & Zhuang, Zhuang, 2019. "Should companies care who their lender is? Evidence from loan covenants," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    7. Freudenberg, Felix & Imbierowicz, Björn & Saunders, Anthony & Steffen, Sascha, 2017. "Covenant violations and dynamic loan contracting," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 540-565.
    8. Baylis, Richard M. & Burnap, Peter & Clatworthy, Mark A. & Gad, Mahmoud A. & Pong, Christopher K.M., 2017. "Private lenders’ demand for audit," Journal of Accounting and Economics, Elsevier, vol. 64(1), pages 78-97.
    9. Bushman, Robert & Gao, Janet & Martin, Xiumin & Pacelli, Joseph, 2021. "The influence of loan officers on loan contract design and performance," Journal of Accounting and Economics, Elsevier, vol. 71(2).
    10. Lee, Edward & Pappas, Kostas & Xu, Alice Liang, 2020. "Foreign Lenders’ adoption of performance pricing provisions in syndicated loans," Journal of Banking & Finance, Elsevier, vol. 118(C).
    11. Carrizosa, Richard & Ryan, Stephen G., 2017. "Borrower private information covenants and loan contract monitoring," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 313-339.
    12. Chy, Mahfuz & Kyung, Hoyoun, 2023. "The effect of bond market transparency on bank loan contracting," Journal of Accounting and Economics, Elsevier, vol. 75(2).
    13. Jae B. Kim & Pervin Shroff & Dushyantkumar Vyas & Regina Wittenberg‐Moerman, 2018. "Credit Default Swaps and Managers’ Voluntary Disclosure," Journal of Accounting Research, Wiley Blackwell, vol. 56(3), pages 953-988, June.
    14. Zhiming Ma & Derrald Stice & Christopher Williams, 2022. "What's my style? Supply‐side determinants of debt covenant inclusion," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(3-4), pages 461-490, March.
    15. Lin, Luca X., 2022. "Taking no chances: Lender concentration and corporate acquisitions," Journal of Corporate Finance, Elsevier, vol. 76(C).
    16. Pappas, Kostas & Walsh, Eamonn & Xu, Alice Liang, 2019. "Real earnings management and loan contract terms," The British Accounting Review, Elsevier, vol. 51(4), pages 373-401.
    17. Xu Chong Bo & Wenyi Li & Jing Shi & Yi Zheng & Qing Zhou, 2021. "Relationship lending and bank loan covenant violations," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(4), pages 5847-5878, December.
    18. Berlin, Mitchell & Nini, Greg & Yu, Edison G., 2020. "Concentration of control rights in leveraged loan syndicates," Journal of Financial Economics, Elsevier, vol. 137(1), pages 249-271.
    19. Nagar, Venky & Schoenfeld, Jordan, 2021. "Shareholder monitoring and discretionary disclosure," Journal of Accounting and Economics, Elsevier, vol. 72(1).
    20. Aiyesha Dey & Valeri Nikolaev & Xue Wang, 2016. "Disproportional Control Rights and the Governance Role of Debt," Management Science, INFORMS, vol. 62(9), pages 2581-2614, September.

    More about this item

    Keywords

    Public-side lenders; Private information; Information barriers; Institutional investors; Syndicated lending; Information asymmetry;
    All these keywords.

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • M40 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - General
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

    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:jaecon:v:76:y:2023:i:1:s0165410123000101. 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/jae .

    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.