IDEAS home Printed from https://ideas.repec.org/a/eee/jaecon/v56y2013i2p1-33.html
   My bibliography  Save this article

Earnings quality: Evidence from the field

Author

Listed:
  • Dichev, Ilia D.
  • Graham, John R.
  • Harvey, Campbell R.
  • Rajgopal, Shiva

Abstract

We provide insights into earnings quality from a survey of 169 CFOs of public companies and in-depth interviews of 12 CFOs and two standard setters. CFOs believe that (i) above all, high-quality earnings are sustainable and repeatable; specific characteristics include consistent reporting choices, backing by actual cash flows, and absence of one-time items and long-term estimates; (ii) about 50% of earnings quality is driven by non-discretionary factors such as industry and macro-economic conditions; (iii) in any given period, about 20% of firms manage earnings to misrepresent economic performance, and for such firms 10% of EPS is typically managed; (iv) earnings manipulation is hard to unravel from the outside but peer comparisons and lack of correspondence between earnings and cash flows provide helpful red flags. In addition, CFOs disagree with current standard setting on a number of issues including the sheer number of promulgated rules, the top-down approach to rule-making, the neglect of the matching principle, and the emphasis on fair value accounting. They indicate that a rules-based culture makes the audit function centralized and mechanical, and hinders the development of audit professionals. A summary impression from our work is that CFOs view earnings quality as more of a single and unconditional characteristic, in contrast to current research where measures of earnings quality are strongly conditional on the decision setting. This CFO view is related to their idea of “one number” – a single earnings metric that shapes both their interactions with external stakeholders and internal decision-making.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:jaecon:v:56:y:2013:i:2:p:1-33
    DOI: 10.1016/j.jacceco.2013.05.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0165410113000384
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jacceco.2013.05.004?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. David F. Larcker & Anastasia A. Zakolyukina, 2012. "Detecting Deceptive Discussions in Conference Calls," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 495-540, May.
    2. Robert B. Barsky & Miles S. Kimball & F. Thomas Juster & Matthew D. Shapiro, 1995. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Survey," NBER Working Papers 5213, National Bureau of Economic Research, Inc.
    3. 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.
    4. Sunder, Shyam, 2002. "Regulatory competition among accounting standards within and across international boundaries," Journal of Accounting and Public Policy, Elsevier, vol. 21(3), pages 219-234.
    5. 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.
    6. 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.
    7. Barth, ME & Elliott, JA & Finn, MW, 1999. "Market rewards associated with patterns of increasing earnings," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 387-413.
    8. John R. Graham & Michelle Hanlon & Terry Shevlin, 2011. "Real Effects of Accounting Rules: Evidence from Multinational Firms’ Investment Location and Profit Repatriation Decisions," Journal of Accounting Research, Wiley Blackwell, vol. 49(1), pages 137-185, March.
    9. Melumad, Nahum D. & Nissim, Doron, 2009. "Line-Item Analysis of Earnings Quality," Foundations and Trends(R) in Accounting, now publishers, vol. 3(2–3), pages 87-221, April.
    10. Barth, Mary E. & Beaver, William H. & Landsman, Wayne R., 2001. "The relevance of the value relevance literature for financial accounting standard setting: another view," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 77-104, September.
    11. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    12. List John A., 2007. "Field Experiments: A Bridge between Lab and Naturally Occurring Data," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(2), pages 1-47, April.
    13. 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.
    14. Simi Kedia & Thomas Philippon, 2009. "The Economics of Fraudulent Accounting," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2169-2199, June.
    15. Lambert, Richard, 2010. "Discussion of "Implications for GAAP from an analysis of positive research in accounting"," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 287-295, December.
    16. Holthausen, Robert W. & Watts, Ross L., 2001. "The relevance of the value-relevance literature for financial accounting standard setting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 3-75, September.
    17. Degeorge, Francois & Patel, Jayendu & Zeckhauser, Richard, 1999. "Earnings Management to Exceed Thresholds," The Journal of Business, University of Chicago Press, vol. 72(1), pages 1-33, January.
    18. Jessen L. Hobson & William J. Mayew & Mohan Venkatachalam, 2012. "Analyzing Speech to Detect Financial Misreporting," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 349-392, May.
    19. Isabelle Huault & V. Perret & S. Charreire-Petit, 2007. "Management," Post-Print halshs-00337676, HAL.
    20. Diamond, Douglas W & Verrecchia, Robert E, 1991. "Disclosure, Liquidity, and the Cost of Capital," Journal of Finance, American Finance Association, vol. 46(4), pages 1325-1359, September.
    21. Subramanyam, K. R., 1996. "The pricing of discretionary accruals," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 249-281, October.
    22. George J. Benston & Michael Bromwich & Alfred Wagenhofer, 2006. "Principles‐ versus rules‐based accounting standards: the FASB's standard setting strategy," Abacus, Accounting Foundation, University of Sydney, vol. 42(2), pages 165-188, June.
    23. Shyam NMI Sunder & Ronald A. Dye, 2001. "Why Not Allow the FASB and IASB Standards to Compete in the U.S.?," Yale School of Management Working Papers ysm192, Yale School of Management.
    24. Christopher S. Armstrong & Alan D. Jagolinzer & David F. Larcker, 2010. "Chief Executive Officer Equity Incentives and Accounting Irregularities," Journal of Accounting Research, Wiley Blackwell, vol. 48(2), pages 225-271, May.
    25. Schrand, Catherine M. & Zechman, Sarah L.C., 2012. "Executive overconfidence and the slippery slope to financial misreporting," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 311-329.
    26. Kothari, S.P. & Ramanna, Karthik & Skinner, Douglas J., 2010. "Implications for GAAP from an analysis of positive research in accounting," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 246-286, December.
    27. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    28. William J. Mayew & Mohan Venkatachalam, 2012. "The Power of Voice: Managerial Affective States and Future Firm Performance," Journal of Finance, American Finance Association, vol. 67(1), pages 1-44, February.
    29. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    30. 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.
    31. S.P. Kothari & Karthik Ramanna & Douglas J. Skinner, 2009. "Implications for GAAP from an Analysis of Positive Research in Accounting," Harvard Business School Working Papers 09-137, Harvard Business School, revised Sep 2010.
    32. Burns, Natasha & Kedia, Simi, 2006. "The impact of performance-based compensation on misreporting," Journal of Financial Economics, Elsevier, vol. 79(1), pages 35-67, January.
    33. Gilad Livne & Maureen McNichols, 2009. "An Empirical Investigation of the True and Fair Override in the United Kingdom," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(1‐2), pages 1-30, January.
    34. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    35. Guay, WR & Kothari, SP & Watts, RL, 1996. "A market-based evaluation of discretionary accrual models," Journal of Accounting Research, Wiley Blackwell, vol. 34, pages 83-105.
    36. Marianne Bertrand & Antoinette Schoar, 2003. "Managing with Style: The Effect of Managers on Firm Policies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1169-1208.
    37. Sweeney, Amy Patricia, 1994. "Debt-covenant violations and managers' accounting responses," Journal of Accounting and Economics, Elsevier, vol. 17(3), pages 281-308, May.
    38. 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.
    39. Ball, Ray & Shivakumar, Lakshmanan, 2005. "Earnings quality in UK private firms: comparative loss recognition timeliness," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 83-128, February.
    40. Efendi, Jap & Srivastava, Anup & Swanson, Edward P., 2007. "Why do corporate managers misstate financial statements? The role of option compensation and other factors," Journal of Financial Economics, Elsevier, vol. 85(3), pages 667-708, September.
    41. Elliott, JA & Hanna, JD, 1996. "Repeated accounting write-offs and the information content of earnings," Journal of Accounting Research, Wiley Blackwell, vol. 34, pages 135-155.
    42. Cindy Durtschi & Peter Easton, 2005. "Earnings Management? The Shapes of the Frequency Distributions of Earnings Metrics Are Not Evidence Ipso Facto," Journal of Accounting Research, Wiley Blackwell, vol. 43(4), pages 557-592, September.
    43. Leuz, Christian & Nanda, Dhananjay & Wysocki, Peter D., 2003. "Earnings management and investor protection: an international comparison," Journal of Financial Economics, Elsevier, vol. 69(3), pages 505-527, September.
    44. Jin (Ginger) Wu & Lu Zhang & X. Frank Zhang, 2010. "The q‐Theory Approach to Understanding the Accrual Anomaly," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 177-223, March.
    45. Erickson, Merle & Wang, Shiing-wu, 1999. "Earnings management by acquiring firms in stock for stock mergers," Journal of Accounting and Economics, Elsevier, vol. 27(2), pages 149-176, April.
    46. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    47. Sivakumar, Kn & Waymire, G, 1993. "The Information-Content Of Earnings In A Discretionary Reporting Environment - Evidence From Nyse Industrials, 1905-10," Journal of Accounting Research, Wiley Blackwell, vol. 31(1), pages 62-91.
    48. Patricia M. Dechow & Amy P. Hutton & Jung Hoon Kim & Richard G. Sloan, 2012. "Detecting Earnings Management: A New Approach," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 275-334, May.
    49. DeAngelo, Harry & DeAngelo, Linda & Skinner, Douglas J., 1994. "Accounting choice in troubled companies," Journal of Accounting and Economics, Elsevier, vol. 17(1-2), pages 113-143, January.
    50. Kothari, S.P. & Leone, Andrew J. & Wasley, Charles E., 2005. "Performance matched discretionary accrual measures," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 163-197, February.
    51. Guay, W. & Kothari, S.P. & Watts, R.L., 1996. "A Market-Based Evaluation of Discretionary-Accrual Models," Papers 96-01, Rochester, Business - Financial Research and Policy Studies.
    52. Burgstahler, David & Dichev, Ilia, 1997. "Earnings management to avoid earnings decreases and losses," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 99-126, December.
    53. Klein, April, 2002. "Audit committee, board of director characteristics, and earnings management," Journal of Accounting and Economics, Elsevier, vol. 33(3), pages 375-400, August.
    54. Teoh, Siew Hong & Welch, Ivo & Wong, T. J., 1998. "Earnings management and the underperformance of seasoned equity offerings," Journal of Financial Economics, Elsevier, vol. 50(1), pages 63-99, October.
    55. Gilles Hilary & Gary C. Biddle, 2006. "Accounting Quality and Firm-Level Capital Investment," Post-Print hal-00481720, HAL.
    56. Robert B. Barsky & F. Thomas Juster & Miles S. Kimball & Matthew D. Shapiro, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 537-579.
    57. Nikos Vafeas, 2005. "Audit Committees, Boards, and the Quality of Reported Earnings," Contemporary Accounting Research, John Wiley & Sons, vol. 22(4), pages 1093-1122, December.
    58. Francis, J & Hanna, JD & Vincent, L, 1996. "Causes and effects of discretionary asset write-offs," Journal of Accounting Research, Wiley Blackwell, vol. 34, pages 117-134.
    59. Dichev, Ilia D. & Tang, Vicki Wei, 2009. "Earnings volatility and earnings predictability," Journal of Accounting and Economics, Elsevier, vol. 47(1-2), pages 160-181, March.
    60. Healy, Paul M., 1985. "The effect of bonus schemes on accounting decisions," Journal of Accounting and Economics, Elsevier, vol. 7(1-3), pages 85-107, April.
    61. Christensen, Peter O. & Feltham, Gerald A. & Sabac, Florin, 2005. "A contracting perspective on earnings quality," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 265-294, June.
    62. Robert Davidson & Aiyesha Dey & Abbie J. Smith, 2012. "Executives' "Off-The-Job" Behavior, Corporate Culture, and Financial Reporting Risk," NBER Working Papers 18001, National Bureau of Economic Research, Inc.
    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. 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.
    2. Fargher, Neil & Wee, Marvin, 2019. "The impact of Ball and Brown (1968) on generations of research," Pacific-Basin Finance Journal, Elsevier, vol. 54(C), pages 55-72.
    3. 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.
    4. Kothari, S.P. & Ramanna, Karthik & Skinner, Douglas J., 2010. "Implications for GAAP from an analysis of positive research in accounting," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 246-286, December.
    5. Ayers, Benjamin C. & Ramalingegowda, Santhosh & Eric Yeung, P., 2011. "Hometown advantage: The effects of monitoring institution location on financial reporting discretion," Journal of Accounting and Economics, Elsevier, vol. 52(1), pages 41-61, June.
    6. Hsu, Audrey Wen-hsin & Liu, Sophia Hsin-Tsai, 2016. "Organizational structure, agency costs, and accrual quality," Journal of Contemporary Accounting and Economics, Elsevier, vol. 12(1), pages 35-60.
    7. Badertscher, Brad A. & Collins, Daniel W. & Lys, Thomas Z., 2012. "Discretionary accounting choices and the predictive ability of accruals with respect to future cash flows," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 330-352.
    8. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    9. Sondes Draief & Adel Chouaya, 2012. "Effet de la gestion comptable et réelle des résultats sur le coût de la dette : analyse avant et après SOX," Post-Print hal-00691020, HAL.
    10. Filip, Andrei & Raffournier, Bernard, 2014. "Financial Crisis And Earnings Management: The European Evidence," The International Journal of Accounting, Elsevier, vol. 49(4), pages 455-478.
    11. Hans B. Christensen & Luzi Hail & Christian Leuz, 2021. "Mandatory CSR and sustainability reporting: economic analysis and literature review," Review of Accounting Studies, Springer, vol. 26(3), pages 1176-1248, September.
    12. Yu, Fang (Frank), 2008. "Analyst coverage and earnings management," Journal of Financial Economics, Elsevier, vol. 88(2), pages 245-271, May.
    13. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    14. Dan Amiram & Zahn Bozanic & James D. Cox & Quentin Dupont & Jonathan M. Karpoff & Richard Sloan, 2018. "Financial reporting fraud and other forms of misconduct: a multidisciplinary review of the literature," Review of Accounting Studies, Springer, vol. 23(2), pages 732-783, June.
    15. Florian Eugster & Alexander F. Wagner, 2021. "Earning investor trust: The role of past earnings management," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(1-2), pages 269-307, January.
    16. Nguyet T. M. Nguyen & Abdullah Iqbal & Radha K. Shiwakoti, 2022. "The context of earnings management and its ability to predict future stock returns," Review of Quantitative Finance and Accounting, Springer, vol. 59(1), pages 123-169, July.
    17. Bouwman, Christa H.S., 2014. "Managerial optimism and earnings smoothing," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 283-303.
    18. Jorge Farinha & Luis Filipe Viana, 2006. "Board structure and modified audit opinions: the case of the Portuguese Stock Exchange," CEF.UP Working Papers 0609, Universidade do Porto, Faculdade de Economia do Porto.
    19. Daniel, Naveen D. & Denis, David J. & Naveen, Lalitha, 2008. "Do firms manage earnings to meet dividend thresholds," Journal of Accounting and Economics, Elsevier, vol. 45(1), pages 2-26, March.
    20. Zhijun Lin & Ming Liu & Carlos Noronha, 2016. "The Impact of Corporate Governance on Informative Earnings Management in the Chinese Market," Abacus, Accounting Foundation, University of Sydney, vol. 52(3), pages 568-609, September.

    More about this item

    Keywords

    Earnings quality; FASB; Earnings management;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • M14 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Corporate Culture; Diversity; Social Responsibility
    • 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:56:y:2013:i:2:p:1-33. 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.