IDEAS home Printed from https://ideas.repec.org/a/wly/jmoncb/v54y2022i2-3p349-379.html
   My bibliography  Save this article

Equity Short Selling and the Bank Loan Market

Author

Listed:
  • Po‐Hsin Ho
  • Chih‐Yung Lin
  • Tse‐Chun Lin

Abstract

Using a difference‐in‐differences approach, we show that relaxation of short‐sale constraints helps to filter out low‐quality borrowers from the bank loan market. Treated firms that can still borrow from banks enjoy a lower loan spread, compared with control firms without this sorting mechanism. The results show that such treated borrowers have improved information asymmetry and credit risk, as well as better nonprice contract terms. Overall, equity short selling has a real effect on the bank loan market by weeding out poor‐quality borrowers, resulting in a lower cost of private debt for remaining borrower firms.

Suggested Citation

  • Po‐Hsin Ho & Chih‐Yung Lin & Tse‐Chun Lin, 2022. "Equity Short Selling and the Bank Loan Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(2-3), pages 349-379, March.
    • Handle: RePEc:wly:jmoncb:v:54:y:2022:i:2-3:p:349-379
    DOI: 10.1111/jmcb.12856
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/jmcb.12856
    Download Restriction: no
    File URL: https://libkey.io/10.1111/jmcb.12856?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. Rui Albuquerque & Hugo A. Hopenhayn, 2004. "Optimal Lending Contracts and Firm Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 285-315.
    2. Graham, John R. & Li, Si & Qiu, Jiaping, 2008. "Corporate misreporting and bank loan contracting," Journal of Financial Economics, Elsevier, vol. 89(1), pages 44-61, July.
    3. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Post-Print hal-00852356, HAL.
    4. 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.
    5. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    6. repec:zbw:bofrdp:2015_003 is not listed on IDEAS
    7. repec:zbw:bofrdp:2014_003 is not listed on IDEAS
    8. Oliver Hart & John Moore, 1998. "Default and Renegotiation: A Dynamic Model of Debt," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 1-41.
    9. Engelberg, Joseph E. & Reed, Adam V. & Ringgenberg, Matthew C., 2012. "How are shorts informed?," Journal of Financial Economics, Elsevier, vol. 105(2), pages 260-278.
    10. Güntay, Levent & Hackbarth, Dirk, 2010. "Corporate bond credit spreads and forecast dispersion," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2328-2345, October.
    11. Anna M. Costello & Regina Wittenberg‐Moerman*, 2011. "The Impact of Financial Reporting Quality on Debt Contracting: Evidence from Internal Control Weakness Reports," Journal of Accounting Research, Wiley Blackwell, vol. 49(1), pages 97-136, March.
    12. 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.
    13. Robert M. Bushman & Christopher D. Williams & Regina Wittenberg‐Moerman, 2017. "The Informational Role of the Media in Private Lending," Journal of Accounting Research, Wiley Blackwell, vol. 55(1), pages 115-152, March.
    14. 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.
    15. 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.
    16. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    17. Puri, Manju & Rocholl, Jörg & Steffen, Sascha, 2011. "Global retail lending in the aftermath of the US financial crisis: Distinguishing between supply and demand effects," Journal of Financial Economics, Elsevier, vol. 100(3), pages 556-578, June.
    18. Bryan Kelly & Alexander Ljungqvist, 2012. "Testing Asymmetric-Information Asset Pricing Models," Review of Financial Studies, Society for Financial Studies, vol. 25(5), pages 1366-1413.
    19. Sudheer Chava & Dmitry Livdan & Amiyatosh Purnanandam, 2009. "Do Shareholder Rights Affect the Cost of Bank Loans?," Review of Financial Studies, Society for Financial Studies, vol. 22(8), pages 2973-3004, August.
    20. Ekkehart Boehmer & Juan (Julie) Wu, 2013. "Short Selling and the Price Discovery Process," Review of Financial Studies, Society for Financial Studies, vol. 26(2), pages 287-322.
    21. Sumit Agarwal, 2010. "Distance and Private Information in Lending," Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    22. 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.
    23. Hasan, Iftekhar & Hoi, Chun Keung (Stan) & Wu, Qiang & Zhang, Hao, 2014. "Beauty is in the eye of the beholder: The effect of corporate tax avoidance on the cost of bank loans," Journal of Financial Economics, Elsevier, vol. 113(1), pages 109-130.
    24. Christophe, Stephen E. & Ferri, Michael G. & Hsieh, Jim, 2010. "Informed trading before analyst downgrades: Evidence from short sellers," Journal of Financial Economics, Elsevier, vol. 95(1), pages 85-106, January.
    25. Vivian W. Fang & Allen H. Huang & Jonathan M. Karpoff, 2016. "Short Selling and Earnings Management: A Controlled Experiment," Journal of Finance, American Finance Association, vol. 71(3), pages 1251-1294, June.
    26. Alexander Ljungqvist & Wenlan Qian, 2016. "How Constraining Are Limits to Arbitrage?," Review of Financial Studies, Society for Financial Studies, vol. 29(8), pages 1975-2028.
    27. Eric C. Chang & Joseph W. Cheng & Yinghui Yu, 2007. "Short‐Sales Constraints and Price Discovery: Evidence from the Hong Kong Market," Journal of Finance, American Finance Association, vol. 62(5), pages 2097-2121, October.
    28. Alexander, Gordon J. & Peterson, Mark A., 2008. "The effect of price tests on trader behavior and market quality: An analysis of Reg SHO," Journal of Financial Markets, Elsevier, vol. 11(1), pages 84-111, February.
    29. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    30. Amir Sufi, 2009. "The Real Effects of Debt Certification: Evidence from the Introduction of Bank Loan Ratings," Review of Financial Studies, Society for Financial Studies, vol. 22(4), pages 1659-1691, April.
    31. Yinghua Li & Liandong Zhang, 2015. "Short Selling Pressure, Stock Price Behavior, and Management Forecast Precision: Evidence from a Natural Experiment," Journal of Accounting Research, Wiley Blackwell, vol. 53(1), pages 79-117, March.
    32. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    33. François Derrien & Ambrus Kecskés, 2013. "The Real Effects of Financial Shocks: Evidence from Exogenous Changes in Analyst Coverage," Journal of Finance, American Finance Association, vol. 68(4), pages 1407-1440, August.
    34. Sanjeev Bhojraj & Partha Sengupta, 2003. "Effect of Corporate Governance on Bond Ratings and Yields: The Role of Institutional Investors and Outside Directors," The Journal of Business, University of Chicago Press, vol. 76(3), pages 455-476, July.
    35. Brennan, Michael J. & Subrahmanyam, Avanidhar, 1995. "Investment analysis and price formation in securities markets," Journal of Financial Economics, Elsevier, vol. 38(3), pages 361-381, July.
    36. 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.
    37. Diamond, Douglas W. & Verrecchia, Robert E., 1987. "Constraints on short-selling and asset price adjustment to private information," Journal of Financial Economics, Elsevier, vol. 18(2), pages 277-311, June.
    38. Henry, Tyler R. & Kisgen, Darren J. & Wu, Juan (Julie), 2015. "Equity short selling and bond rating downgrades," Journal of Financial Intermediation, Elsevier, vol. 24(1), pages 89-111.
    39. 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.
    40. Hasan, Iftekhar & Massoud, Nadia & Saunders, Anthony & Song, Keke, 2015. "Which financial stocks did short sellers target in the subprime crisis?," Journal of Banking & Finance, Elsevier, vol. 54(C), pages 87-103.
    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. Bui, Dien Giau & Hasan, Iftekhar & Lin, Chih-Yung & Nguyen, Hong Thoa, 2023. "Short-selling threats and bank risk-taking: Evidence from the financial crisis," Journal of Banking & Finance, Elsevier, vol. 150(C).
    2. Tianyu Cai & Lixiong Guo & Yongxian Tan, 2024. "Short seller monitoring and real earnings management," The Financial Review, Eastern Finance Association, vol. 59(1), pages 203-225, February.
    3. Ni, Xiaoran & Xu, Hongmei, 2023. "Are short selling threats beneficial to creditors? Insights from corporate default risk," Pacific-Basin Finance Journal, Elsevier, vol. 81(C).
    4. Rui-Xiang Zhai & Po-Hsin Ho & Chih-Yung Lin & Tran Thi Thuy Linh, 2023. "Bank CEO risk-taking incentives and bank lending quality," Review of Quantitative Finance and Accounting, Springer, vol. 60(3), pages 949-981, April.

    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. Chen, Shenglan & Chou, Robin K. & Liu, Xiaoling & Wu, Yuhui, 2020. "Deregulation of short-selling constraints and cost of bank loans: Evidence from a quasi-natural experiment," Pacific-Basin Finance Journal, Elsevier, vol. 64(C).
    2. Bui, Dien Giau & Chen, Yan-Shing & Hasan, Iftekhar & Lin, Chih-Yung, 2018. "Can lenders discern managerial ability from luck? Evidence from bank loan contracts," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 187-201.
    3. Chia-Ying Chan & Iftekhar Hasan & Chih-Yung Lin, 2021. "Agency cost of CEO perquisites in bank loan contracts," Review of Quantitative Finance and Accounting, Springer, vol. 56(4), pages 1221-1258, May.
    4. Lin, Chih-Yung & Chen, Yan-Shing & Yen, Ju-Fang, 2014. "On the determinant of bank loan contracts: The roles of borrowers’ ownership and board structures," The Quarterly Review of Economics and Finance, Elsevier, vol. 54(4), pages 500-512.
    5. Ju-Fang Yen & Chih-Yung Lin & Yan-Shing Chen & Ying-Chen Huang, 2015. "Founding Family Firms and Bank Loan Contracts," Journal of Financial Services Research, Springer;Western Finance Association, vol. 48(1), pages 53-82, August.
    6. Rui-Xiang Zhai & Po-Hsin Ho & Chih-Yung Lin & Tran Thi Thuy Linh, 2023. "Bank CEO risk-taking incentives and bank lending quality," Review of Quantitative Finance and Accounting, Springer, vol. 60(3), pages 949-981, April.
    7. Lin, Chih-Yung & Chen, Yehning & Ho, Po-Hsin & Yen, Ju-Fang, 2020. "CEO overconfidence and bank loan contracting," Journal of Corporate Finance, Elsevier, vol. 64(C).
    8. Lin, Zhijun & Song, Byron Y. & Tian, Zhimin, 2016. "Does director-level reputation matter? Evidence from bank loan contracting," Journal of Banking & Finance, Elsevier, vol. 70(C), pages 160-176.
    9. Giau Bui, Dien & Chen, Yehning & Lin, Chih-Yung & Lin, Tse-Chun, 2021. "Risk-taking of bank CEOs and corporate innovation," Journal of International Money and Finance, Elsevier, vol. 115(C).
    10. Meng, Qingbin & Huang, Haozheng & Li, Xinyu & Wang, Song, 2023. "Short-selling and corporate default risk: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 398-417.
    11. Lin, Chih-Yung & Bui, Dien Giau & Lin, Tse-Chun, 2020. "Do short sellers exploit risky business models of banks? Evidence from two banking crises," Journal of Financial Stability, Elsevier, vol. 46(C).
    12. Nicholas Hallman & John S. Howe & Wei Wang, 2023. "Analyst coverage and syndicated lending," Review of Accounting Studies, Springer, vol. 28(3), pages 1531-1569, September.
    13. 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).
    14. Armstrong, Christopher S. & Guay, Wayne R. & Weber, Joseph P., 2010. "The role of information and financial reporting in corporate governance and debt contracting," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 179-234, December.
    15. Degl'Innocenti, Marta & Fiordelisi, Franco & Song, Wei & Zhou, Si, 2023. "Shareholder litigation and bank risk," Journal of Banking & Finance, Elsevier, vol. 146(C).
    16. Herpfer, Christoph, 2021. "The role of bankers in the U.S. syndicated loan market," Journal of Accounting and Economics, Elsevier, vol. 71(2).
    17. Lin, Chih-Yung & Tsai, Wei-Che & Hasan, Iftekhar & Tuan, Le Quoc, 2018. "Private benefits of control and bank loan contracts," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 324-343.
    18. Hae Mi Choi, 2020. "Short‐sale constraints and informational efficiency to private information: A natural experiment," The Financial Review, Eastern Finance Association, vol. 55(4), pages 625-643, November.
    19. Allen N. Berger & Tanakorn Makaew & Raluca Roman, 2015. "Did bank borrowers benefit from the TARP program : the effects of TARP on loan contract terms," Research Working Paper RWP 15-11, Federal Reserve Bank of Kansas City.
    20. Bui, Dien Giau & Hasan, Iftekhar & Lin, Chih-Yung & Nguyen, Hong Thoa, 2023. "Short-selling threats and bank risk-taking: Evidence from the financial crisis," Journal of Banking & Finance, Elsevier, vol. 150(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:wly:jmoncb:v:54:y:2022:i:2-3:p:349-379. 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=0022-2879 .

    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.