IDEAS home Printed from https://ideas.repec.org/a/spr/reaccs/v22y2017i2d10.1007_s11142-017-9388-0.html
   My bibliography  Save this article

The impact of narrative disclosure readability on bond ratings and the cost of debt

Author

Listed:
  • Samuel B. Bonsall

    (The Ohio State University)

  • Brian P. Miller

    (Indiana University)

Abstract

Prior research on the determinants of credit ratings has focused on rating agencies’ use of quantitative accounting information, but the there is scant evidence on the impact of textual attributes. This study examines the impact of financial disclosure narrative on bond market outcomes. We find that less readable financial disclosures are associated with less favorable ratings, greater bond rating agency disagreement, and a higher cost of debt. We improve causal identification by exploiting the 1998 Plain English Mandate, which required a subset of firms to exogenously improve the readability of their filings. Using a difference-in-differences design, we find that the firms required to improve the readability of their filings experience more favorable ratings, lower bond rating disagreement, and lower cost of debt. Collectively, our evidence suggests that textual financial disclosure attributes appear to not only influence bond market intermediaries’ opinions but also firms’ cost of debt.

Suggested Citation

  • Samuel B. Bonsall & Brian P. Miller, 2017. "The impact of narrative disclosure readability on bond ratings and the cost of debt," Review of Accounting Studies, Springer, vol. 22(2), pages 608-643, June.
  • Handle: RePEc:spr:reaccs:v:22:y:2017:i:2:d:10.1007_s11142-017-9388-0
    DOI: 10.1007/s11142-017-9388-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11142-017-9388-0
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11142-017-9388-0?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. 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. Atiase, Rk, 1985. "Predisclosure Information, Firm Capitalization, And Security Price Behavior Around Earnings Announcements," Journal of Accounting Research, Wiley Blackwell, vol. 23(1), pages 21-36.
    3. Marshall E. Blume & Felix Lim & A. Craig MacKinlay, "undated". "The Declining Credit Quality of US Corporate Debt: Myth or Reality?," Rodney L. White Center for Financial Research Working Papers 3-98, Wharton School Rodney L. White Center for Financial Research.
    4. Hand, John R M & Holthausen, Robert W & Leftwich, Richard W, 1992. "The Effect of Bond Rating Agency Announcements on Bond and Stock Prices," Journal of Finance, American Finance Association, vol. 47(2), pages 733-752, June.
    5. 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.
    6. Biddle, Gary C. & Hilary, Gilles & Verdi, Rodrigo S., 2009. "How does financial reporting quality relate to investment efficiency?," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 112-131, December.
    7. Peter Demerjian & Baruch Lev & Sarah McVay, 2012. "Quantifying Managerial Ability: A New Measure and Validity Tests," Management Science, INFORMS, vol. 58(7), pages 1229-1248, July.
    8. David A. Ziebart & Sara A. Reiter, 1992. "Bond ratings, bond yields and financial information," Contemporary Accounting Research, John Wiley & Sons, vol. 9(1), pages 252-282, September.
    9. 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.
    10. Tim Loughran & Bill McDonald, 2014. "Regulation and financial disclosure: The impact of plain English," Journal of Regulatory Economics, Springer, vol. 45(1), pages 94-113, February.
    11. Kandel, Eugene & Pearson, Neil D, 1995. "Differential Interpretation of Public Signals and Trade in Speculative Markets," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 831-872, August.
    12. Tim Loughran & Bill Mcdonald, 2014. "Measuring Readability in Financial Disclosures," Journal of Finance, American Finance Association, vol. 69(4), pages 1643-1671, August.
    13. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    14. Miles Livingston & Lei Zhou, 2010. "Split Bond Ratings and Information Opacity Premiums," Financial Management, Financial Management Association International, vol. 39(2), pages 515-532, June.
    15. Khan, Mozaffar & Watts, Ross L., 2009. "Estimation and empirical properties of a firm-year measure of accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 132-150, December.
    16. Basu, Sudipta, 1997. "The conservatism principle and the asymmetric timeliness of earnings," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 3-37, December.
    17. Kristina Rennekamp, 2012. "Processing Fluency and Investors’ Reactions to Disclosure Readability," Journal of Accounting Research, Wiley Blackwell, vol. 50(5), pages 1319-1354, December.
    18. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    19. Beyer, Anne & Cohen, Daniel A. & Lys, Thomas Z. & Walther, Beverly R., 2010. "The financial reporting environment: Review of the recent literature," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 296-343, December.
    20. Lawrence, Alastair, 2013. "Individual investors and financial disclosure," Journal of Accounting and Economics, Elsevier, vol. 56(1), pages 130-147.
    21. Kaplan, Robert S & Urwitz, Gabriel, 1979. "Statistical Models of Bond Ratings: A Methodological Inquiry," The Journal of Business, University of Chicago Press, vol. 52(2), pages 231-261, April.
    22. Core, John E., 2001. "A review of the empirical disclosure literature: discussion," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 441-456, September.
    23. Marshall E. Blume & Felix Lim & A. Craig Mackinlay, 1998. "The Declining Credit Quality of U.S. Corporate Debt: Myth or Reality?," Journal of Finance, American Finance Association, vol. 53(4), pages 1389-1413, August.
    24. Yu, Fan, 2005. "Accounting transparency and the term structure of credit spreads," Journal of Financial Economics, Elsevier, vol. 75(1), pages 53-84, January.
    25. Robert Bloomfield & Paul E. Fischer, 2011. "Disagreement and the Cost of Capital," Journal of Accounting Research, Wiley Blackwell, vol. 49(1), pages 41-68, March.
    26. Beatty, Anne & Weber, Joseph & Yu, Jeff Jiewei, 2008. "Conservatism and Debt," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 154-174, August.
    27. Miles Livingston & Andy Naranjo & Lei Zhou, 2007. "Asset Opaqueness and Split Bond Ratings," Financial Management, Financial Management Association International, vol. 36(3), pages 49-62, September.
    28. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    29. Karpoff, Jonathan M, 1986. "A Theory of Trading Volume," Journal of Finance, American Finance Association, vol. 41(5), pages 1069-1087, December.
    30. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    31. Li, Feng, 2008. "Annual report readability, current earnings, and earnings persistence," Journal of Accounting and Economics, Elsevier, vol. 45(2-3), pages 221-247, August.
    32. Guay, Wayne & Samuels, Delphine & Taylor, Daniel, 2016. "Guiding through the Fog: Financial statement complexity and voluntary disclosure," Journal of Accounting and Economics, Elsevier, vol. 62(2), pages 234-269.
    33. Marshall E. Blume & Felix Lim & A. Craig MacKinlay, "undated". "The Declining Credit Quality of US Corporate Debt: Myth or Reality?," Rodney L. White Center for Financial Research Working Papers 03-98, Wharton School Rodney L. White Center for Financial Research.
    34. Donald P. Morgan, 2002. "Rating Banks: Risk and Uncertainty in an Opaque Industry," American Economic Review, American Economic Association, vol. 92(4), pages 874-888, September.
    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. Rjiba, Hatem & Saadi, Samir & Boubaker, Sabri & Ding, Xiaoya (Sara), 2021. "Annual report readability and the cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 67(C).
    2. Christian Leuz & Peter D. Wysocki, 2016. "The Economics of Disclosure and Financial Reporting Regulation: Evidence and Suggestions for Future Research," Journal of Accounting Research, Wiley Blackwell, vol. 54(2), pages 525-622, May.
    3. Bonsall, Samuel B. & Leone, Andrew J. & Miller, Brian P. & Rennekamp, Kristina, 2017. "A plain English measure of financial reporting readability," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 329-357.
    4. Heflin, Frank & Shaw, Kenneth W. & Wild, John J., 2011. "Credit ratings and disclosure channels," Research in Accounting Regulation, Elsevier, vol. 23(1), pages 20-33.
    5. Mousa, Gehan A. & Elamir, Elsayed A.H. & Hussainey, Khaled, 2022. "The effect of annual report narratives on the cost of capital in the Middle East and North Africa: A machine learning approach," Research in International Business and Finance, Elsevier, vol. 62(C).
    6. 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).
    7. Asay, H. Scott & Libby, Robert & Rennekamp, Kristina, 2018. "Firm performance, reporting goals, and language choices in narrative disclosures," Journal of Accounting and Economics, Elsevier, vol. 65(2), pages 380-398.
    8. Jaeschke, Reemda & Lopatta, Kerstin & Yi, Cheong, 2018. "Managers’ use of language in corrupt firms’ financial disclosures: Evidence from FCPA violators," Scandinavian Journal of Management, Elsevier, vol. 34(2), pages 170-192.
    9. Soliman, Marwa & Ben-Amar, Walid, 2022. "Corporate social responsibility orientation and textual features of financial disclosures," International Review of Financial Analysis, Elsevier, vol. 84(C).
    10. Miles Livingston & Jie (Diana) Wei & Lei Zhou, 2010. "Moody's and S&P Ratings: Are They Equivalent? Conservative Ratings and Split Rated Bond Yields," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(7), pages 1267-1293, October.
    11. Jia, Jing & Li, Zhongtian, 2022. "Risk management committees and readability of risk management disclosure," Journal of Contemporary Accounting and Economics, Elsevier, vol. 18(3).
    12. Thomas Mählmann, 2009. "Multiple Credit Ratings, Cost of Debt and Self‐Selection," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(9‐10), pages 1228-1251, November.
    13. Milidonis, Andreas, 2013. "Compensation incentives of credit rating agencies and predictability of changes in bond ratings and financial strength ratings," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3716-3732.
    14. Hwang, Byoung-Hyoun & Kim, Hugh Hoikwang, 2017. "It pays to write well," Journal of Financial Economics, Elsevier, vol. 124(2), pages 373-394.
    15. Fahd Alduais & Nashat Ali Almasria & Abeer Samara & Ali Masadeh, 2022. "Conciseness, Financial Disclosure, and Market Reaction: A Textual Analysis of Annual Reports in Listed Chinese Companies," IJFS, MDPI, vol. 10(4), pages 1-22, November.
    16. Sun, Li & Johnson, Grace & Bradley, Wray, 2022. "CEO power and annual report reading difficulty," Journal of Contemporary Accounting and Economics, Elsevier, vol. 18(2).
    17. Umar, Tarik, 2022. "Complexity aversion when SeekingAlpha," Journal of Accounting and Economics, Elsevier, vol. 73(2).
    18. Shen, Chung-Hua & Huang, Yu-Li & Hasan, Iftekhar, 2012. "Asymmetric benchmarking in bank credit rating," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(1), pages 171-193.
    19. Sun, Li, 2023. "Asset redeployability and readability of annual report," Research in International Business and Finance, Elsevier, vol. 64(C).
    20. Kraft, Pepa & Xie, Yuan & Zhou, Ling, 2020. "The intraday timing of rating changes," Journal of Corporate Finance, Elsevier, vol. 60(C).

    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:spr:reaccs:v:22:y:2017:i:2:d:10.1007_s11142-017-9388-0. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.