IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v68y2022i7p5533-5555.html
   My bibliography  Save this article

A Test of Income Smoothing Using Pseudo Fiscal Years

Author

Listed:
  • Dirk E. Black

    (School of Accountancy, College of Business, University of Nebraska – Lincoln, Lincoln, Nebraska 68588)

  • Spencer R. Pierce

    (College of Business, Florida State University, Tallahassee, Florida 32306)

  • Wayne B. Thomas

    (Steed School of Accounting, Price College of Business, University of Oklahoma, Norman, Oklahoma 73019)

Abstract

The purpose of our study is to further understand managerial incentives that affect the volatility of reported earnings. Prior research suggests that the volatility of fourth-quarter earnings may be affected by the integral approach to accounting (i.e., “settling up” of accrual estimation errors in the first three quarters of the fiscal year) or earnings management to meet certain reporting objectives (e.g., analyst forecasts). We suggest that another factor affecting fourth-quarter earnings is managers’ intentional smoothing of fiscal-year earnings. For each firm, we create pseudo-year earnings using four consecutive quarters other than the four quarters of the reported fiscal year. We then compare the earnings volatility of pseudo years to the earnings volatility of the firm’s own reported fiscal year. We find evidence consistent with fourth-quarter accruals reflecting managerial incentives to smooth fiscal-year earnings. This conclusion is validated by several cross-sectional tests, the pattern in quarterly cash flows and accruals, and several robustness tests. Overall, we contribute to the literature exploring alternative explanations for the differential volatility of fiscal-year and fourth-quarter earnings.

Suggested Citation

  • Dirk E. Black & Spencer R. Pierce & Wayne B. Thomas, 2022. "A Test of Income Smoothing Using Pseudo Fiscal Years," Management Science, INFORMS, vol. 68(7), pages 5533-5555, July.
  • Handle: RePEc:inm:ormnsc:v:68:y:2022:i:7:p:5533-5555
    DOI: 10.1287/mnsc.2021.4158
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2021.4158
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2021.4158?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. Boochun Jung & Naomi Soderstrom & Yanhua Sunny Yang, 2013. "Earnings Smoothing Activities of Firms to Manage Credit Ratings," Contemporary Accounting Research, John Wiley & Sons, vol. 30(2), pages 645-676, June.
    2. Cindy Durtschi & Peter Easton, 2009. "Earnings Management? Erroneous Inferences Based on Earnings Frequency Distributions," Journal of Accounting Research, Wiley Blackwell, vol. 47(5), pages 1249-1281, December.
    3. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    4. Sudarshan Jayaraman, 2008. "Earnings Volatility, Cash Flow Volatility, and Informed Trading," Journal of Accounting Research, Wiley Blackwell, vol. 46(4), pages 809-851, September.
    5. 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.
    6. Collins, Wa & Hopwood, Ws & Mckeown, Jc, 1984. "The Predictability Of Interim Earnings Over Alternative Quarters," Journal of Accounting Research, Wiley Blackwell, vol. 22(2), pages 467-479.
    7. Fudenberg, Drew & Tirole, Jean, 1995. "A Theory of Income and Dividend Smoothing Based on Incumbency Rents," Journal of Political Economy, University of Chicago Press, vol. 103(1), pages 75-93, February.
    8. Gaver, Jennifer J. & Gaver, Kenneth M. & Austin, Jeffrey R., 1995. "Additional evidence on bonus plans and income management," Journal of Accounting and Economics, Elsevier, vol. 19(1), pages 3-28, February.
    9. Vivek Mande & Richard G. File & Wikil Kwak, 2000. "Income Smoothing and Discretionary R&D Expenditures of Japanese Firms," Contemporary Accounting Research, John Wiley & Sons, vol. 17(2), pages 263-302, June.
    10. Subramanyam, K. R., 1996. "The pricing of discretionary accruals," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 249-281, October.
    11. Kiridaran Kanagaretnam & Gerald J. Lobo & Dong†Hoon Yang, 2004. "Joint Tests of Signaling and Income Smoothing through Bank Loan Loss Provisions," Contemporary Accounting Research, John Wiley & Sons, vol. 21(4), pages 843-884, December.
    12. Joseph Gerakos, 2012. "Discussion of Detecting Earnings Management: A New Approach," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 335-347, May.
    13. Allen, Eric J. & Larson, Chad R. & Sloan, Richard G., 2013. "Accrual reversals, earnings and stock returns," Journal of Accounting and Economics, Elsevier, vol. 56(1), pages 113-129.
    14. Bjorn N. Jorgensen & Yong Gyu Lee & Steve Rock, 2014. "The Shapes of Scaled Earnings Histograms Are Not Due to Scaling and Sample Selection: Evidence from Distributions of Reported Earnings per Share," Contemporary Accounting Research, John Wiley & Sons, vol. 31(2), pages 498-521, June.
    15. 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.
    16. 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.
    17. 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.
    18. Lim, Steve C & Lustgarten, Steven, 2002. "Testing for Income Smoothing Using the Backing Out Method: A Review of Specification Issues," Review of Quantitative Finance and Accounting, Springer, vol. 19(3), pages 273-289, November.
    19. Burgstahler, David & Chuk, Elizabeth, 2015. "Do scaling and selection explain earnings discontinuities?," Journal of Accounting and Economics, Elsevier, vol. 60(1), pages 168-186.
    20. Mark Lang & Karl V. Lins & Mark Maffett, 2012. "Transparency, Liquidity, and Valuation: International Evidence on When Transparency Matters Most," Journal of Accounting Research, Wiley Blackwell, vol. 50(3), pages 729-774, June.
    21. Rountree, Brian & Weston, James P. & Allayannis, George, 2008. "Do investors value smooth performance?," Journal of Financial Economics, Elsevier, vol. 90(3), pages 237-251, December.
    22. Jacob, John & Jorgensen, Bjorn N., 2007. "Earnings management and accounting income aggregation," Journal of Accounting and Economics, Elsevier, vol. 43(2-3), pages 369-390, July.
    23. Yen†Jung Lee & Kathy R. Petroni & Min Shen, 2006. "Cherry Picking, Disclosure Quality, and Comprehensive Income Reporting Choices: The Case of Property†Liability Insurers," Contemporary Accounting Research, John Wiley & Sons, vol. 23(3), pages 655-692, September.
    24. Gilliam, Thomas A. & Heflin, Frank & Paterson, Jeffrey S., 2015. "Evidence that the zero-earnings discontinuity has disappeared," Journal of Accounting and Economics, Elsevier, vol. 60(1), pages 117-132.
    25. 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.
    26. DeFond, Mark L. & Park, Chul W., 1997. "Smoothing income in anticipation of future earnings," Journal of Accounting and Economics, Elsevier, vol. 23(2), pages 115-139, July.
    27. Anwer S. Ahmed & Michael Neel & Dechun Wang, 2013. "Does Mandatory Adoption of IFRS Improve Accounting Quality? Preliminary Evidence," Contemporary Accounting Research, John Wiley & Sons, vol. 30(4), pages 1344-1372, December.
    28. 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.
    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. Trimble, Madeline, 2018. "A reinvestigation into accounting quality following global IFRS adoption: Evidence via earnings distributions," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 33(C), pages 18-39.
    3. Byzalov, Dmitri & Basu, Sudipta, 2019. "Modeling the determinants of meet-or-just-beat behavior in distribution discontinuity tests," Journal of Accounting and Economics, Elsevier, vol. 68(2).
    4. Chen, Changling & Kim, Jeong-Bon & Yao, Li, 2017. "Earnings smoothing: Does it exacerbate or constrain stock price crash risk?," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 36-54.
    5. Gao, Lei & Zhang, Joseph H., 2015. "Firms’ earnings smoothing, corporate social responsibility, and valuation," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 108-127.
    6. Sven Hartlieb & Thomas R. Loy, 2022. "The impact of cost stickiness on financial reporting: evidence from income smoothing," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(3), pages 3913-3950, September.
    7. 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.
    8. Naser Makarem & Frank Hong Liu & Lei Chen, 2023. "Evidence that financing decisions contribute to the zero-earnings discontinuity," Review of Quantitative Finance and Accounting, Springer, vol. 60(1), pages 231-257, January.
    9. Wu, Wei-Shao & Fok, Robert C.W. & Chang, Yuanchen & Chen, Chao-Jung, 2022. "Credit default swaps and corporate performance smoothing," Journal of Corporate Finance, Elsevier, vol. 75(C).
    10. Doukas, John A. & Zhang, Rongyao, 2020. "Corporate managerial ability, earnings smoothing, and acquisitions," Journal of Corporate Finance, Elsevier, vol. 65(C).
    11. Yiwei Li & Wei Song & Tingyu Sun & Qingjing Zhang, 2023. "The impact of shareholder litigation risk on income smoothing," Review of Quantitative Finance and Accounting, Springer, vol. 61(4), pages 1379-1413, November.
    12. Chang, Hsihui & Ho, L.C. Jennifer & Liu, Zenghui & Ouyang, Bo, 2021. "Income smoothing and audit fees," Advances in accounting, Elsevier, vol. 54(C).
    13. Haggard, K. Stephen & Howe, John S. & Lynch, Andrew A., 2015. "Do baths muddy the waters or clear the air?," Journal of Accounting and Economics, Elsevier, vol. 59(1), pages 105-117.
    14. 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.
    15. Kjærland, Frode & Kosberg, Fredrik & Misje, Mathias, 2021. "Accrual earnings management in response to an oil price shock," Journal of Commodity Markets, Elsevier, vol. 22(C).
    16. Ozili, Peterson K, 2017. "Bank Loan Loss Provisions Research: A Review," MPRA Paper 76495, University Library of Munich, Germany.
    17. Silhan, Peter A., 2014. "Income smoothing from a Census X-12 perspective," Advances in accounting, Elsevier, vol. 30(1), pages 106-115.
    18. Dung Viet Tran & M. Kabir Hassan & Reza Houston, 2020. "Discretionary loan loss provision behavior in the US banking industry," Review of Quantitative Finance and Accounting, Springer, vol. 55(2), pages 605-645, August.
    19. Allayannis, George & Simko, Paul J., 2022. "Discretionary earnings smoothing, credit quality, and firm value," Journal of Banking & Finance, Elsevier, vol. 140(C).
    20. Zheng Wang, 2014. "Measuring investors’ assessment of earnings persistence: do investors see through smoothed earnings?," Review of Quantitative Finance and Accounting, Springer, vol. 42(4), pages 691-708, May.

    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:inm:ormnsc:v:68:y:2022:i:7:p:5533-5555. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.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.