IDEAS home Printed from https://ideas.repec.org/a/bla/acctfi/v60y2020i3p1943-1977.html
   My bibliography  Save this article

The pricing of accruals quality in credit default swap spreads

Author

Listed:
  • Pervaiz Alam
  • Xiaoling Pu
  • Barry Hettler
  • Hai Lin

Abstract

We examine the association between accounting information risk, measured with accruals quality (AQ), and credit spreads, primarily measured with credit default swap (CDS) spreads. Theoretically, AQ measures the precision with which accruals map into cash flows. Better AQ implies a more precise estimate of future cash flows and, we predict, a reduction in credit spreads due to resulting lower uncertainty regarding the ability to meet debt interest and principal payments. In support of this hypothesis, we find a negative relationship between AQ and CDS spreads whereby better AQ is associated with lower CDS spreads. Additionally, we investigate the components of total AQ and find that innate AQ is more strongly associated with CDS spreads than is discretionary AQ. We further show that AQ moderates the market's pricing of earnings: the relationship between earnings and CDS spreads weakens as AQ worsens. Together, our results indicate that accounting information risk is priced in credit spreads and that the CDS market responds not only to the level of earnings, but the quality thereof as well.

Suggested Citation

  • Pervaiz Alam & Xiaoling Pu & Barry Hettler & Hai Lin, 2020. "The pricing of accruals quality in credit default swap spreads," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(3), pages 1943-1977, September.
  • Handle: RePEc:bla:acctfi:v:60:y:2020:i:3:p:1943-1977
    DOI: 10.1111/acfi.12368
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/acfi.12368
    Download Restriction: no

    File URL: https://libkey.io/10.1111/acfi.12368?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. Francis, Jennifer & LaFond, Ryan & Olsson, Per & Schipper, Katherine, 2005. "The market pricing of accruals quality," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 295-327, June.
    2. Gauri Bhat & Jeffrey L. Callen & Dan Segal, 2016. "Testing the Transparency Implications of Mandatory IFRS Adoption: The Spread/Maturity Relation of Credit Default Swaps," Management Science, INFORMS, vol. 62(12), pages 3472-3493, December.
    3. Hautsch, Nikolaus & Hess, Dieter & Müller, Christoph, 2012. "Price adjustment to news with uncertain precision," Journal of International Money and Finance, Elsevier, vol. 31(2), pages 337-355.
    4. 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.
    5. Larry G. Epstein & Martin Schneider, 2008. "Ambiguity, Information Quality, and Asset Pricing," Journal of Finance, American Finance Association, vol. 63(1), pages 197-228, February.
    6. Robert M. Bowen & Shivaram Rajgopal & Mohan Venkatachalam, 2008. "Accounting Discretion, Corporate Governance, and Firm Performance," Contemporary Accounting Research, John Wiley & Sons, vol. 25(2), pages 351-405, June.
    7. Yu, Fan, 2005. "Accounting transparency and the term structure of credit spreads," Journal of Financial Economics, Elsevier, vol. 75(1), pages 53-84, January.
    8. Roberto Blanco & Simon Brennan & Ian W. Marsh, 2005. "An Empirical Analysis of the Dynamic Relation between Investment‐Grade Bonds and Credit Default Swaps," Journal of Finance, American Finance Association, vol. 60(5), pages 2255-2281, October.
    9. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    10. Philip Gray & Ping‐Sheng Koh & Yen H Tong, 2009. "Accruals Quality, Information Risk and Cost of Capital: Evidence from Australia," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(1‐2), pages 51-72, January.
    11. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    12. Nicholas Dopuch & Chandra Seethamraju & Weihong Xu, 2010. "The pricing of accruals for profit and loss firms," Review of Quantitative Finance and Accounting, Springer, vol. 34(4), pages 505-516, May.
    13. Grant, Eb, 1980. "Market Implications Of Differential Amounts Of Interim Information," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 255-268.
    14. Hendrik Bessembinder & Kathleen M. Kahle & William F. Maxwell & Danielle Xu, 2009. "Measuring Abnormal Bond Performance," The Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 4219-4258, October.
    15. Jue Wang & Jiri Svec & Maurice Peat, 2014. "The Information Content of Ratings: An Analysis of Australian Credit Default Swap Spreads," Abacus, Accounting Foundation, University of Sydney, vol. 50(1), pages 56-75, March.
    16. Jing-Zhi Huang & Ming Huang, 2012. "How Much of the Corporate-Treasury Yield Spread Is Due to Credit Risk?," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 2(2), pages 153-202.
    17. Francis A. Longstaff & Sanjay Mithal & Eric Neis, 2005. "Corporate Yield Spreads: Default Risk or Liquidity? New Evidence from the Credit Default Swap Market," Journal of Finance, American Finance Association, vol. 60(5), pages 2213-2253, October.
    18. Paul A. Griffin & Steven Cahan, 2014. "The market for credit default swaps: new insights into investors' use of accounting information?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 54(3), pages 847-883, September.
    19. Hautsch, Nikolaus & Hess, Dieter, 2007. "Bayesian Learning in Financial Markets: Testing for the Relevance of Information Precision in Price Discovery," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(1), pages 189-208, March.
    20. Acharya, Viral V. & Johnson, Timothy C., 2007. "Insider trading in credit derivatives," Journal of Financial Economics, Elsevier, vol. 84(1), pages 110-141, April.
    21. Benjamin Yibin Zhang & Hao Zhou & Haibin Zhu, 2009. "Explaining Credit Default Swap Spreads with the Equity Volatility and Jump Risks of Individual Firms," The Review of Financial Studies, Society for Financial Studies, vol. 22(12), pages 5099-5131, December.
    22. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    23. Collins, Daniel W. & Kothari, S. P. & Rayburn, Judy Dawson, 1987. "Firm size and the information content of prices with respect to earnings," Journal of Accounting and Economics, Elsevier, vol. 9(2), pages 111-138, July.
    24. Philip Gray & Ping-Sheng Koh & Yen H Tong, 2009. "Accruals Quality, Information Risk and Cost of Capital: Evidence from Australia," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(1-2), pages 51-72.
    25. Lu, Chia-Wu & Chen, Tsung-Kang & Liao, Hsien-Hsing, 2010. "Information uncertainty, information asymmetry and corporate bond yield spreads," Journal of Banking & Finance, Elsevier, vol. 34(9), pages 2265-2279, September.
    26. Vincent Xiang & Michael T. Chng & Victor Fang, 2017. "The economic significance of CDS price discovery," Review of Quantitative Finance and Accounting, Springer, vol. 48(1), pages 1-30, January.
    27. Peltonen, Tuomas A. & Scheicher, Martin & Vuillemey, Guillaume, 2014. "The network structure of the CDS market and its determinants," Journal of Financial Stability, Elsevier, vol. 13(C), pages 118-133.
    28. Jennifer Francis & Ryan Lafond & Per Olsson & Katherine Schipper, 2007. "Information Uncertainty and Post‐Earnings‐Announcement‐Drift," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(3‐4), pages 403-433, April.
    29. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    30. Alessio Saretto & Heather E. Tookes, 2013. "Corporate Leverage, Debt Maturity, and Credit Supply: The Role of Credit Default Swaps," The Review of Financial Studies, Society for Financial Studies, vol. 26(5), pages 1190-1247.
    31. Duffie, Darrell & Lando, David, 2001. "Term Structures of Credit Spreads with Incomplete Accounting Information," Econometrica, Econometric Society, vol. 69(3), pages 633-664, May.
    32. Dichev, Ilia D. & Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2013. "Earnings quality: Evidence from the field," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 1-33.
    33. Richard Lambert & Christian Leuz & Robert E. Verrecchia, 2007. "Accounting Information, Disclosure, and the Cost of Capital," Journal of Accounting Research, Wiley Blackwell, vol. 45(2), pages 385-420, May.
    34. Jennifer Francis & Ryan Lafond & Per Olsson & Katherine Schipper, 2007. "Information Uncertainty and Post-Earnings-Announcement-Drift," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(3-4), pages 403-433.
    35. Dechow, Patricia M., 1994. "Accounting earnings and cash flows as measures of firm performance : The role of accounting accruals," Journal of Accounting and Economics, Elsevier, vol. 18(1), pages 3-42, July.
    36. Holthausen, Rw & Verrecchia, Re, 1988. "The Effect Of Sequential Information Releases On The Variance Of Price Changes In An Intertemporal Multi-Asset Market," Journal of Accounting Research, Wiley Blackwell, vol. 26(1), pages 82-106.
    37. Nicole Thorne Jenkins & Michael D. Kimbrough & Juan Wang, 2016. "The extent of informational efficiency in the credit default swap market: evidence from post-earnings announcement returns," Review of Quantitative Finance and Accounting, Springer, vol. 46(4), pages 725-761, May.
    38. Haibin Zhu, 2006. "An Empirical Comparison of Credit Spreads between the Bond Market and the Credit Default Swap Market," Journal of Financial Services Research, Springer;Western Finance Association, vol. 29(3), pages 211-235, June.
    39. Core, John E. & Guay, Wayne R. & Verdi, Rodrigo, 2008. "Is accruals quality a priced risk factor?," Journal of Accounting and Economics, Elsevier, vol. 46(1), pages 2-22, September.
    40. Battalio, Robert H. & Lerman, Alina & Livnat, Joshua & Mendenhall, Richard R., 2012. "Who, if anyone, reacts to accrual information?," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 205-224.
    41. Kwan, Simon H., 1996. "Firm-specific information and the correlation between individual stocks and bonds," Journal of Financial Economics, Elsevier, vol. 40(1), pages 63-80, January.
    42. Lijing Du, 2017. "The CDS market reaction to restatement announcements," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 44(7-8), pages 1015-1035, 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. Wulung Li, 2021. "The role of accounting quality in corporate liquidity management," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(2), pages 2631-2670, June.

    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. Augustin, Patrick & Subrahmanyam, Marti G. & Tang, Dragon Yongjun & Wang, Sarah Qian, 2014. "Credit Default Swaps: A Survey," Foundations and Trends(R) in Finance, now publishers, vol. 9(1-2), pages 1-196, December.
    2. Stephen Zamore & Kwame Ohene Djan & Ilan Alon & Bersant Hobdari, 2018. "Credit Risk Research: Review and Agenda," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(4), pages 811-835, March.
    3. Roshanthi Dias, 2017. "The role of managerial risk-taking in the ‘rise and fall’ of the CDS market," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57, pages 117-145, April.
    4. Ye, Xiaoxia & Yu, Fan & Zhao, Ran, 2022. "Credit derivatives and corporate default prediction," Journal of Banking & Finance, Elsevier, vol. 138(C).
    5. Shijiao Cao & Jianqiong Wang, 2023. "Longitudinal accounting comparability and bond credit spreads: Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(2), pages 1953-1981, June.
    6. Gu, Xiaolong & Xin, Yu & Xu, Liping, 2019. "Expected stock price crash risk and bank loan pricing: Evidence from China's listed firms," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    7. Rong Huang & Xintian Lin & Yuan Xie, 2023. "Does CDS market price intangible asset value? Evidence from SG&A expenditure," Review of Quantitative Finance and Accounting, Springer, vol. 61(2), pages 701-728, August.
    8. Tolikas, Konstantinos & Topaloglou, Nikolas, 2017. "Is default risk priced equally fast in the credit default swap and the stock markets? AN empirical investigation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 51(C), pages 39-57.
    9. Gehrig, Thomas & Füss, Roland & Rindler, Philipp B, 2011. "Scattered Trust - Did the 2007-08 financial crisis change risk perceptions?," CEPR Discussion Papers 8714, C.E.P.R. Discussion Papers.
    10. repec:wyi:journl:002109 is not listed on IDEAS
    11. Han, Bing & Zhou, Yi, 2015. "Understanding the term structure of credit default swap spreads," Journal of Empirical Finance, Elsevier, vol. 31(C), pages 18-35.
    12. Kanagaretnam, Kiridaran & Zhang, Gaiyan & Zhang, Sanjian Bill, 2016. "CDS pricing and accounting disclosures: Evidence from U.S. bank holding corporations around the recent financial crisis," Journal of Financial Stability, Elsevier, vol. 22(C), pages 33-44.
    13. Cao, Shijiao & Wang, Jianqiong & Zhou, Jianan, 2022. "Pricing like things alike: The role of financial statement comparability in bond pricing," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 428-447.
    14. Pervaiz Alam & Xiaoling Pu & Barry Hettler, 2018. "The sensitivity of the credit default swap market to financial analysts’ forecast revisions," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(3), pages 697-725, September.
    15. Dechow, Patricia & Ge, Weili & Schrand, Catherine, 2010. "Understanding earnings quality: A review of the proxies, their determinants and their consequences," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 344-401, December.
    16. Demirovic, Amer & Tucker, Jon & Guermat, Cherif, 2015. "Accounting data and the credit spread: An empirical investigation," Research in International Business and Finance, Elsevier, vol. 34(C), pages 233-250.
    17. Kiesel, Florian & Kolaric, Sascha & Norden, Lars & Schiereck, Dirk, 2021. "To change or not to change? The CDS market response of firms on credit watch," Journal of Banking & Finance, Elsevier, vol. 125(C).
    18. Chen, An-Sing & Chu, Hsiang-Hui & Hung, Pi-Hsia & Cheng, Miao-Sih, 2020. "Financial risk and acquirers' stockholder wealth in mergers and acquisitions," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    19. Liebmann, Michael & Orlov, Alexei G. & Neumann, Dirk, 2016. "The tone of financial news and the perceptions of stock and CDS traders," International Review of Financial Analysis, Elsevier, vol. 46(C), pages 159-175.
    20. Giesecke, Kay & Longstaff, Francis A. & Schaefer, Stephen & Strebulaev, Ilya, 2011. "Corporate bond default risk: A 150-year perspective," Journal of Financial Economics, Elsevier, vol. 102(2), pages 233-250.
    21. Qing Bai & Lu Zhu, 2018. "The Effects of Industry Specific and Local Economic Factors on Credit Default Swap Spreads: Evidence from REITs," Journal of Financial Services Research, Springer;Western Finance Association, vol. 54(3), pages 293-321, December.

    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:acctfi:v:60:y:2020:i:3:p:1943-1977. 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: https://edirc.repec.org/data/aaanzea.html .

    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.