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Withholding Bad News in the Face of Credit Default Swap Trading: Evidence from Stock Price Crash Risk

Published online by Cambridge University Press:  14 February 2023

Jinyu Liu ,
Jeffrey Ng ,
Dragon Yongjun Tang Open the ORCID record for Dragon Yongjun Tang [Opens in a new window]  and
Rui Zhong
Jinyu Liu
Affiliation:
University of International Business and Economics [email protected]
Jeffrey Ng
Affiliation:
University of Hong Kong [email protected]
Dragon Yongjun Tang*
Affiliation:
University of Hong Kong
Rui Zhong*
Affiliation:
University of Western Australia
*
[email protected] (corresponding author)
[email protected] (corresponding author)
Rights & Permissions [Opens in a new window]

Abstract

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Credit default swaps (CDSs) are a major financial innovation related to debt contracting. Because CDS markets facilitate bad news being incorporated into equity prices via cross-market information spillover, CDS availability may curb firms’ information hoarding. We find that CDS trading on a firm’s debt reduces the future stock price crash risk. This effect is stronger in active CDS markets, when the main lenders are CDS market dealers with securities trading subsidiaries, or when managers have more motivation to hoard information. Our findings suggest that debt market financial innovations curtail the negative equity market effects of firms withholding bad news.

Type
Research Article
Information
Journal of Financial and Quantitative Analysis , Volume 59 , Issue 2 , March 2024 , pp. 557 - 595
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
© The Author(s), 2023. Published by Cambridge University Press on behalf of the Michael G. Foster School of Business, University of Washington

Footnotes

We thank Cristian Badarinza, Stephen Brown, Jennifer Conrad (the editor), Zhiguo He, Leslie Hodder, Jongsub Lee (the referee), Xingguo Luo, Tak-Yuen Wong, Lu Xing, Colin Zeng, Liandong Zhang, Yongmin Zhang, and Lei Zhao, as well as seminar and conference participants at Monash University, the University of Queensland, the University of Technology Sydney, the University of Western Australia, the 2017 International Conference on Futures and other Derivatives, the 2017 Financial System Engineering and Risk Management Conference, the 2017 Chinese Finance Annual Conference, the 2017 International Finance and Banking Society Conference, the 2017 Paris-Asia Conference in Quantitative Finance, the 2018 European Accounting Association Conference, the 2020 Chinese Accounting and Finance Review (CAFR)Virtual Annual Conference, and the 2017 International Risk Management Conference for their helpful discussion and useful comments. Tang acknowledges support from the Research Grants Council of Hong Kong (GRF Project HKU 17510016 and T35-710/20-R). Zhong thanks the National Natural Science Foundation of China (Project No. 71501197) and the University of Western Australia for their generous research grants. Liu acknowledges support from the National Natural Science Foundation of China (Nos. 72173022 and 71803018), the University of International Business and Economics project for Outstanding Young Scholars (No. 20JQ04), and “the Fundamental Research Funds for the Central Universities” in UIBE (No. CXTD13-02).

References

Acharya, V. V., and Johnson, T. C.. “Insider Trading in Credit Derivatives.” Journal of Financial Economics, 84 (2007), 110–141.CrossRefGoogle Scholar
Adams, R. B.; Almeida, H.; and Ferreira, D.. “Understanding the Relationship Between Founder-CEOs and Firm Performance.” Journal of Empirical Finance, 16 (2009), 136–150.CrossRefGoogle Scholar
Amihud, Y. “Illiquidity and Stock Returns: Cross-Section and Time-Series Effects.” Journal of Financial Markets, 5 (2002), 31–56.CrossRefGoogle Scholar
An, Z.; Chen, Z.; Li, D.; and Xing, L.. “Individualism and Stock Price Crash Risk.” Journal of International Business Studies, 49 (2018), 1208–1236.CrossRefGoogle Scholar
Andreou, P. C.; Louca, C.; and Petrou, A. P.. “CEO Age and Stock Price Crash Risk.” Review of Finance, 21 (2017), 1287–1325.CrossRefGoogle Scholar
Arellano, M., and Bond, S.. “Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations.” Review of Economics Studies, 58 (1991), 277–297.CrossRefGoogle Scholar
Ashcraft, A. B., and Santos, J. A. C.. “Has the CDS Market Lowered the Cost of Corporate Debt?” Journal of Monetary Economics, 56 (2009), 514–523.CrossRefGoogle Scholar
Atkeson, A. G.; Eisfeldt, A. L.; and Weill, P.. “The Market for OTC Derivatives.” Working Paper, UCLA (2013).CrossRefGoogle Scholar
Augustin, P.; Subrahmanyam, M. G.; Tang, D. Y.; and Wang, S. Q.. “Credit Default Swaps: A Survey.” Foundations & Trends in Finance, 9 (2014), 1–196.CrossRefGoogle Scholar
Augustin, P.; Subrahmanyam, M. G.; Tang, D. Y.; and Wang, S. Q.. “Credit Default Swaps: Past, Present, and Future.” Annual Review of Financial Economics, 8 (2016), 175–196.CrossRefGoogle Scholar
Badertscher, B. A.; Katz, S. P.; and Rego, S. O.. “The Separation of Ownership and Control and Corporate Tax Avoidance.” Journal of Accounting and Economics, 56 (2013), 228–250.CrossRefGoogle Scholar
Barndorff-Nielsen, O. E.; Kinnebrock, S.; and Shephard, N.. Volatility and Time Series Econometrics: Essays in Honor of Robert F. Engle. Oxford: Oxford University Press (2010).Google Scholar
Bartram, S. M.; Conrad, J.; Lee, J.; and Subrahmanyam, M. G.. “Credit Default Swaps Around the World.” Review of Financial Studies, 35 (2022), 2464–2524.CrossRefGoogle Scholar
Batta, G. E.; Qiu, J.; and Yu, F.. “Credit Derivatives and Analyst Behavior.” Accounting Review, 91 (2016), 1315–1343.CrossRefGoogle Scholar
Batta, G. E. and Yu, F.. “Credit Derivatives and Firm Investment.” Working Paper, Claremont McKenna College (2019).Google Scholar
Bergstresser, D., and Philippon, T.. “CEO Incentives and Earnings Management.” Journal of Financial Economics, 80 (2006), 511–529.CrossRefGoogle Scholar
Blanco, R.; Brennan, S.; and Marsh, I. W.. “An Empirical Analysis of the Dynamic Relation Between Investment-Grade Bonds and Credit Default Swaps.” Journal of Finance, 60 (2005), 2255–2281.CrossRefGoogle Scholar
Boehmer, E.; Chava, S.; and Tookes, H. E.. “Related Securities and Equity Market Quality: The Case of CDS.” Journal of Financial and Quantitative Analysis, 50 (2015), 509–541.CrossRefGoogle Scholar
Bolton, P., and Oehmke, M.. “Credit Default Swaps and the Empty Creditor Problem.” Review of Financial Studies, 24 (2011), 2617–2655.CrossRefGoogle Scholar
Bolton, P.; Scheinkman, J.; and Xiong, W.. “Executive Compensation and Short-Termist Behaviour in Speculative Markets.” Review of Economic Studies, 73 (2006), 577–610.CrossRefGoogle Scholar
Call, A. C.; Martin, G. S.; Sharp, N. Y.; and Wilde, J. H.. “Whistleblowers and Outcomes of Financial Misrepresentation Enforcement Actions” Journal of Accounting Research 56 (2018), 123–171.CrossRefGoogle Scholar
Callen, J. L., and Fang, X.. “Institutional Investor Stability and Crash Risk: Monitoring Versus Short-Termism?” Journal of Banking & Finance, 37 (2013), 3047–3063.CrossRefGoogle Scholar
Callen, J. L., and Fang, X.. “Short Interest and Stock Price Crash Risk.” Journal of Banking & Finance, 60 (2015), 181–194.CrossRefGoogle Scholar
Campbell, T. C.; Gallmeyer, M.; Johnson, S. A.; Rutherford, J.; and Stanley, B. W.. “CEO Optimism and Forced Turnover.” Journal of Financial Economics, 101 (2011), 695–712.CrossRefGoogle Scholar
Chang, X.; Chen, Y.; Wang, S. Q.; Zhang, K.; and Zhang, W.. “Credit Default Swaps and Corporate Innovation.” Journal of Financial Economics, 134 (2019), 474–500.CrossRefGoogle Scholar
Chang, X.; Chen, Y.; and Zolotoy, L.. “Stock Liquidity and Stock Price Crash Risk.” Journal of Financial and Quantitative Analysis, 52 (2017),1605–1637.CrossRefGoogle Scholar
Chen, J.; Hong, H.; and Stein, J. C.. “Forecasting Crashes: Trading Volume, Past Returns, and Conditional Skewness in Stock Prices.” Journal of Financial Economics, 61 (2001), 345–381.CrossRefGoogle Scholar
Conrad, J. “The Price Effect of Option Introduction.” Journal of Finance, 44 (1989), 487–498.CrossRefGoogle Scholar
Dechow, P. M.; Sloan, R. G.; and Sweeney, A. P.. “Detecting Earnings Management.” Accounting Review, 70 (1995), 193–225.Google Scholar
Frank, K. A. “Impact of a Confounding Variable on a Regression Coefficient.” Sociological Methods & Research, 29 (2000), 147–194.CrossRefGoogle Scholar
Fu, R.; Kraft, A.; and Zhang, H.. “Financial Reporting Frequency, Information Asymmetry, and the Cost of Equity.” Journal of Accounting and Economics, 54 (2012), 132–149.CrossRefGoogle Scholar
Griffin, J.; Nickerson, J.; and Tang, D. Y.. “Rating Shopping or Catering? An Examination of the Response to Competitive Pressure for CDO Credit Ratings.” Review of Financial Studies, 26 (2013), 2270–2310.CrossRefGoogle Scholar
Griffin, J.; and Tang, D. Y.. “Did Credit Rating Agencies Make Unbiased Assumptions on CDOs?.” American Economic Review, 101 (2011), 125–130.CrossRefGoogle Scholar
Griffin, J.; and Tang, D. Y.. “Did Subjectivity Play a Role in CDO Credit Ratings?.” Journal of Finance, 67 (2012), 1293–1328.CrossRefGoogle Scholar
Hall, B. J., and Murphy, K. J.. “Stock Options for Undiversified Executives.” Journal of Accounting and Economics, 33 (2002), 3–42.CrossRefGoogle Scholar
Han, B.; Subrahmanyam, A.; and Zhou, Y.. “The Term Structure of Credit Spreads, Firm Fundamentals, and Expected Stock Returns.” Journal of Financial Economics, 124 (2017), 147–171.CrossRefGoogle Scholar
Hilscher, J.; Pollet, J. M.; and Wilson, M.. “Are Credit Default Swaps a Sideshow? Evidence that Information Flows from Equity to CDS Markets.” Journal of Financial and Quantitative Analysis, 50 (2015), 543–567.CrossRefGoogle Scholar
Hong, H. A.; Ryou, J. W.; and Srivastava, A.. “Managerial Incentives and Changes in Corporate Investments Following the Inception of Credit Default Swap Trade.” Working Paper, University of California, Riverside (2018).CrossRefGoogle Scholar
Hong, H. A., and Stein, J. C.. “Differences of Opinion, Short-Sales Constraints, and Market Crashes.” Review of Financial Studies, 16 (2003), 487–525.CrossRefGoogle Scholar
Hu, J. “Does Option Trading Convey Stock Price Information?” Journal of Financial Economics, 111 (2014), 625–645.CrossRefGoogle Scholar
Hutton, A. P.; Marcus, A. J.; and Tehranian, H.. “Opaque Financial Reports, R 2, and Crash Risk.” Journal of Financial Economics, 94 (2009), 67–86.CrossRefGoogle Scholar
Jensen, M. C., and Meckling, W. H.. “Theory of the Firm: Managerial Behavior, Agency Costs, and Ownership Structure.” Journal of Financial Economics, 3 (1976), 305–360.CrossRefGoogle Scholar
Jensen, M. C., and Murphy, K. J.. “Performance Pay and Top-Management Incentives.” Journal of Political Economy, 98 (1990), 153–225.CrossRefGoogle Scholar
Jiang, J.; Petroni, K. R.; and Wang, I. Y.. “CFOs and CEOs: Who Have the Most Influence on Earnings Management?” Journal of Financial Economics, 96 (2010), 513–526.CrossRefGoogle Scholar
Jin, L., and Myers, S. C.. “R 2 Around the World: New Theory and New Tests.” Journal of Financial Economics, 79 (2006), 257–292.CrossRefGoogle Scholar
Jones, J. J. “Earnings Management During Import Relief Investigations.” Journal of Accounting Research, 29 (1991), 193–228.CrossRefGoogle Scholar
Kapadia, N., and Pu, X.. “Limited Arbitrage Between Equity and Credit Markets.” Journal of Financial Economics, 105 (2012), 542–564.CrossRefGoogle Scholar
Kim, Y.; Li, H.; and Li, S.. “Corporate Social Responsibility and Stock Price Crash Risk.” Journal of Banking & Finance, 43 (2014), 1–13.CrossRefGoogle Scholar
Kim, J. B.; Li, Y.; and Zhang, L.. “Corporate Tax Avoidance and Stock Price Crash Risk: Firm-Level Analysis.” Journal of Financial Economics, 100 (2011a), 639–662.CrossRefGoogle Scholar
Kim, J. B.; Li, Y.; and Zhang, L.. “CFOs Versus CEOs: Equity Incentives and Crashes.” Journal of Financial Economics, 101 (2011b), 713–730.CrossRefGoogle Scholar
Kim, J. B.; Shroff, P. K.; Vyas, D. U.; and Wittenberg-Moerman, R.. “Active CDS Trading and Managers’ Voluntary Disclosure.” Journal of Accounting Research, 56 (2018), 953–988.CrossRefGoogle Scholar
Kim, J. B.; Wang, Z.; and Zhang, L.. “CEO Overconfidence and Stock Price Crash Risk.” Contemporary Accounting Research, 33 (2016), 1720–1749.CrossRefGoogle Scholar
Kim, J. B., and Zhang, L.. “Accounting Conservatism and Stock Price Crash Risk: Firm-Level Evidence.” Contemporary Accounting Research, 33 (2016), 412–441.CrossRefGoogle Scholar
Kothari, S. P.; Shu, S.; and Wysocki, P. D.. “Do Managers Withhold Bad News?” Journal of Accounting Research, 47 (2009), 241–276.CrossRefGoogle Scholar
Larcker, D. F., and Rusticus, T. O.. “On the Use of Instrumental Variables in Accounting Research.” Journal of Accounting and Economics, 49 (2010), 186–205.CrossRefGoogle Scholar
Lee, J.; Naranjo, A.; and Sirmans, S.. “Implied Asset Return Profiles, Firm Fundamentals, and Stock Returns.” Working Paper, Seoul National University (2021a).CrossRefGoogle Scholar
Lee, J.; Naranjo, A.; and Sirmans, S.. “CDS Momentum: Slow Moving Credit Ratings and Cross-Market Spillovers.” Review of Asset Pricing Studies, 11 (2021b), 352–401.CrossRefGoogle Scholar
Lee, J.; Naranjo, A.; and Velioglu, G.. “When Do CDS Spreads Lead? Rating Events, Private Entities, and Firm-Specific Information Flows.” Journal of Financial Economics, 130 (2018), 556–578.CrossRefGoogle Scholar
Lee, J.; Oh, J.; and Yermack, D.. “Credit Default Swaps, Agency Problems, and Management Incentives.” Working Paper, Seoul National University (2017).CrossRefGoogle Scholar
Li, J. Y., and Tang, D. Y.. “The Leverage Externalities of Credit Default Swaps.” Journal of Financial Economics, 120 (2016), 491–513.CrossRefGoogle Scholar
Malmendier, U., and Tate, G.. “CEO Overconfidence and Corporate Investment.” Journal of Finance, 60 (2005), 2661–2700.CrossRefGoogle Scholar
Martin, X., and Roychowdhury, S.. “Do Financial Market Developments Influence Accounting Practices? Credit Default Swaps and Borrowers’ Reporting Conservatism.” Journal of Accounting and Economics, 59 (2015), 80–104.CrossRefGoogle Scholar
Minton, B. A.; Stulz, R.; and Williamson, R.. “How Much Do Banks Use Credit Derivatives to Hedge Loans?” Journal of Financial Services Research, 35 (2009), 1–31.CrossRefGoogle Scholar
Ni, S. N.; Pearson, N. D.; Poteshman, A. M.; and White, J.. “Does Option Trading Have a Pervasive Impact on Underlying Stock Prices?” Review of Financial Studies, 34 (2021), 1952–1986.CrossRefGoogle Scholar
Oehmke, M., and Zawadowski, A.. “The Anatomy of the CDS Market.” Review of Financial Studies, 30 (2017), 80–119.CrossRefGoogle Scholar
Parlour, C., and Winton, A.. “Laying Off Credit Risk: Loan Sales Versus Credit Default Swaps.” Journal of Financial Economics, 107 (2013), 25–45.CrossRefGoogle Scholar
Petersen, M. A. “Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches.” Review of Financial Studies, 22 (2009), 435–480.CrossRefGoogle Scholar
Qiu, J., and Yu, F.. “Endogenous Liquidity in Credit Derivatives.” Journal of Financial Economics, 103 (2012), 611–631.CrossRefGoogle Scholar
Rogers, J. L., and Stocken, P. C.. “Credibility of Management Forecasts.” Accounting Review, 80 (2005), 1233–1260.CrossRefGoogle Scholar
Saretto, A., and Tookes, H. E.. “Corporate Leverage, Debt Maturity, and Credit Supply: The Role of Credit Default Swaps.” Review of Financial Studies, 26 (2013), 1190–1247.CrossRefGoogle Scholar
Shan, C.; Tang, D. Y.; and Winton, A.. “Do Banks Still Monitor When There Is a Market for Credit Protection?” Journal of Accounting and Economics, 68 (2019), 101241.CrossRefGoogle Scholar
Shan, C.; Tang, D. Y.; Yan, H.; and Zhou, X. A.. “Credit Default Swaps and Bank Regulatory Capital.” Review of Finance, 25 (2021), 121–152.CrossRefGoogle Scholar
Stulz, R. M. “Credit Default Swaps and the Credit Crisis.” Journal of Economic Perspectives, 24 (2010), 73–92.CrossRefGoogle Scholar
Subrahmanyam, M. G.; Tang, D. Y.; and Wang, S. Q.. “Does the Tail Wag the Dog?: The Effect of Credit Default Swaps on Credit Risk.” Review of Financial Studies, 27 (2014), 2927–2960.CrossRefGoogle Scholar
Subrahmanyam, M. G.; Tang, D. Y.; and Wang, S. Q.. “Credit Default Swaps, Exacting Creditors and Corporate Liquidity Management.” Journal of Financial Economics, 124 (2017), 395–414.CrossRefGoogle Scholar
Tang, D. Y., and Yan, H.. “Liquidity and Credit Default Swaps.” Working Paper, University of Hong Kong (2007).CrossRefGoogle Scholar
Tang, D. Y., and Yan, H.. “Market Conditions, Default Risk and Credit Spreads.” Journal of Banking & Finance, 34 (2010), 743–753.CrossRefGoogle Scholar
Tang, D. Y., and Yan, H.. “Understanding Transactions Prices in the Credit Default Swaps Market.” Journal of Financial Markets, 32 (2017), 1–27.CrossRefGoogle Scholar
Xu, R.; Frank, K. A.; Maroulis, S.; and Rosenberg, J.. “konfound: Command to Quantify Robustness of Causal Inferences.” Stata Journal 19 (2019), 523–550.CrossRefGoogle Scholar
Zhang, G., and Zhang, S.. “Information Efficiency of the U.S. Credit Default Swap Market: Evidence from Earnings Surprises.” Journal of Financial Stability, 9 (2013), 720–730.CrossRefGoogle Scholar