IDEAS home Printed from https://ideas.repec.org/a/eee/jaecon/v62y2016i1p65-86.html
   My bibliography  Save this article

Understanding the relation between accruals and volatility: A real options-based investment approach

Author

Listed:
  • Arif, Salman
  • Marshall, Nathan
  • Yohn, Teri Lombardi

Abstract

Accruals are fundamental to financial reporting and are the underlying innovation of accounting. Despite this, accounting research has provided little understanding of how economic forces affect a firm׳s level of accruals and limited guidance for forming expectations of accruals based on ex ante firm characteristics. We consider accruals as a form of investment and examine whether theoretical predictions from a real options-based investment framework provide insight into the relation between accruals and the ex ante expected volatility faced by the firm. Specifically, the theory predicts that higher volatility dampens investment because firms prefer to ‘wait and see’ instead of investing immediately. Consistent with this theory, we document a robust negative relation between year-ahead net working capital accruals and expected volatility. We also predict and find that the negative association between year-ahead net working capital accruals and expected volatility is less pronounced for distressed firms and more pronounced for firms with a longer operating cycle, and that current asset accruals are more sensitive to volatility than current liability accruals. Finally, we find that the residuals from an investment-based expected accrual model outperform those from the widely-used performance-adjusted modified Jones model in identifying companies that just meet or beat analysts’ earnings forecasts. Collectively, our findings suggest that the investment perspective of accruals, and in particular the real options-based investment framework, provide useful insights for forming expectations of accruals.

Suggested Citation

  • Arif, Salman & Marshall, Nathan & Yohn, Teri Lombardi, 2016. "Understanding the relation between accruals and volatility: A real options-based investment approach," Journal of Accounting and Economics, Elsevier, vol. 62(1), pages 65-86.
  • Handle: RePEc:eee:jaecon:v:62:y:2016:i:1:p:65-86
    DOI: 10.1016/j.jacceco.2016.04.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0165410116300337
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jacceco.2016.04.005?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 Burgstahler & Michael Eames, 2006. "Management of Earnings and Analysts' Forecasts to Achieve Zero and Small Positive Earnings Surprises," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(5-6), pages 633-652.
    2. Galai, Dan & Masulis, Ronald W., 1976. "The option pricing model and the risk factor of stock," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 53-81.
    3. Gilchrist, Simon & Himmelberg, Charles P., 1995. "Evidence on the role of cash flow for investment," Journal of Monetary Economics, Elsevier, vol. 36(3), pages 541-572, December.
    4. Steven R. Grenadier & Andrey Malenko, 2010. "A Bayesian Approach to Real Options: The Case of Distinguishing between Temporary and Permanent Shocks," Journal of Finance, American Finance Association, vol. 65(5), pages 1949-1986, October.
    5. Robert S. Pindyck & Andrés Solimano, 1993. "Economic Instability and Aggregate Investment," NBER Chapters, in: NBER Macroeconomics Annual 1993, Volume 8, pages 259-318, National Bureau of Economic Research, Inc.
    6. Doyle, Jeffrey T. & Jennings, Jared N. & Soliman, Mark T., 2013. "Do managers define non-GAAP earnings to meet or beat analyst forecasts?," Journal of Accounting and Economics, Elsevier, vol. 56(1), pages 40-56.
    7. Luigi Guiso & Giuseppe Parigi, 1999. "Investment and Demand Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 185-227.
    8. Ingersoll, Jonathan E, Jr & Ross, Stephen A, 1992. "Waiting to Invest: Investment and Uncertainty," The Journal of Business, University of Chicago Press, vol. 65(1), pages 1-29, January.
    9. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    10. Richardson, Scott A. & Sloan, Richard G. & Soliman, Mark T. & Tuna, Irem, 2005. "Accrual reliability, earnings persistence and stock prices," Journal of Accounting and Economics, Elsevier, vol. 39(3), pages 437-485, September.
    11. Joseph Gerakos, 2012. "Discussion of Detecting Earnings Management: A New Approach," Journal of Accounting Research, Wiley Blackwell, vol. 50(2), pages 335-347, May.
    12. 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.
    13. Assaf Eisdorfer, 2008. "Empirical Evidence of Risk Shifting in Financially Distressed Firms," Journal of Finance, American Finance Association, vol. 63(2), pages 609-637, April.
    14. 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.
    15. Patricia M. Dechow & Scott A. Richardson & Richard G. Sloan, 2008. "The Persistence and Pricing of the Cash Component of Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 46(3), pages 537-566, June.
    16. Badertscher, Brad & Shroff, Nemit & White, Hal D., 2013. "Externalities of public firm presence: Evidence from private firms' investment decisions," Journal of Financial Economics, Elsevier, vol. 109(3), pages 682-706.
    17. 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.
    18. 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.
    19. Martha Amram & Fanfu Li & Cheryl A. Perkins, 2006. "How Kimberly‐Clark Uses Real Options," Journal of Applied Corporate Finance, Morgan Stanley, vol. 18(2), pages 40-47, March.
    20. Jones, Jj, 1991. "Earnings Management During Import Relief Investigations," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 193-228.
    21. Ben S. Bernanke, 1983. "Irreversibility, Uncertainty, and Cyclical Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 85-106.
    22. David Burgstahler & Michael Eames, 2006. "Management of Earnings and Analysts' Forecasts to Achieve Zero and Small Positive Earnings Surprises," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(5‐6), pages 633-652, June.
    23. 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.
    24. Hayashi, Fumio, 1982. "Tobin's Marginal q and Average q: A Neoclassical Interpretation," Econometrica, Econometric Society, vol. 50(1), pages 213-224, January.
    25. Stephen R. Bond & Jason G. Cummins, 2004. "Uncertainty and investment: an empirical investigation using data on analysts' profits forecasts," Finance and Economics Discussion Series 2004-20, Board of Governors of the Federal Reserve System (U.S.).
    26. John Core & Wayne Guay, 2002. "Estimating the Value of Employee Stock Option Portfolios and Their Sensitivities to Price and Volatility," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 613-630, June.
    27. Nicholas C. Petruzzi & Maqbool Dada, 1999. "Pricing and the Newsvendor Problem: A Review with Extensions," Operations Research, INFORMS, vol. 47(2), pages 183-194, April.
    28. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    29. Leahy, John V & Whited, Toni M, 1996. "The Effect of Uncertainty on Investment: Some Stylized Facts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(1), pages 64-83, February.
    30. Ghosh, Dipankar & Olsen, Lori, 2009. "Environmental uncertainty and managers' use of discretionary accruals," Accounting, Organizations and Society, Elsevier, vol. 34(2), pages 188-205, February.
    31. Paul Hribar & Daniel W. Collins, 2002. "Errors in Estimating Accruals: Implications for Empirical Research," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 105-134, March.
    32. Chen, Changling & Huang, Alan Guoming & Jha, Ranjini, 2012. "Idiosyncratic Return Volatility and the Information Quality Underlying Managerial Discretion," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(4), pages 873-899, August.
    33. Robert McDonald & Daniel Siegel, 1986. "The Value of Waiting to Invest," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(4), pages 707-727.
    34. Sarkar, Sudipto, 2000. "On the investment-uncertainty relationship in a real options model," Journal of Economic Dynamics and Control, Elsevier, vol. 24(2), pages 219-225, February.
    35. Robert L. McDonald, 2006. "The Role of Real Options in Capital Budgeting: Theory and Practice1," Journal of Applied Corporate Finance, Morgan Stanley, vol. 18(2), pages 28-39, March.
    36. Avinash Dixit, 1992. "Investment and Hysteresis," Journal of Economic Perspectives, American Economic Association, vol. 6(1), pages 107-132, Winter.
    37. DeFond, Mark L., 2010. "Earnings quality research: Advances, challenges and future research," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 402-409, December.
    38. Salman Arif & Charles M. C. Lee, 2014. "Aggregate Investment and Investor Sentiment," The Review of Financial Studies, Society for Financial Studies, vol. 27(11), pages 3241-3279.
    39. Ivo Ph. Jansen & Sundaresh Ramnath & Teri Lombardi Yohn, 2012. "A Diagnostic for Earnings Management Using Changes in Asset Turnover and Profit Margin," Contemporary Accounting Research, John Wiley & Sons, vol. 29(1), pages 221-251, March.
    40. Bernard, Victor L. & Skinner, Douglas J., 1996. "What motivates managers' choice of discretionary accruals?," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 313-325, October.
    41. 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.
    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. Alessandro Paolo Rigamonti & Giulio Greco & Mariarita Pierotti & Alessandro Capocchi, 2024. "Macroeconomic uncertainty and earnings management: evidence from commodity firms," Review of Quantitative Finance and Accounting, Springer, vol. 62(4), pages 1615-1649, May.
    2. Drobetz, Wolfgang & El Ghoul, Sadok & Guedhami, Omrane & Janzen, Malte, 2018. "Policy uncertainty, investment, and the cost of capital," Journal of Financial Stability, Elsevier, vol. 39(C), pages 28-45.
    3. Theodora Bermpei & Antonios Nikolaos Kalyvas & Lorenzo Neri & Antonella Russo, 2022. "Does economic policy uncertainty matter for financial reporting quality? Evidence from the United States," Review of Quantitative Finance and Accounting, Springer, vol. 58(2), pages 795-845, February.
    4. Xue, Xingnan & Hu, Nan, 2023. "Economic policy uncertainty and imitation behaviors of corporate social responsibility practices: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 89(C).
    5. Matthias Breuer & David Windisch, 2019. "Investment Dynamics and Earnings‐Return Properties: A Structural Approach," Journal of Accounting Research, Wiley Blackwell, vol. 57(3), pages 639-674, June.
    6. Brandon Julio & Youngsuk Yook, 2016. "Earnings Management and Corporate Investment Decisions," Finance and Economics Discussion Series 2016-086, Board of Governors of the Federal Reserve System (U.S.).
    7. Tobias Witter & Thorsten Sellhorn & Jens Müller & Vicky Kiosse, 2022. "Balance sheet smoothing," Berlin School of Economics Discussion Papers 0006, Berlin School of Economics.
    8. Dung Viet Tran, 2020. "Economic policy uncertainty and bank dividend policy," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 67(3), pages 339-361, September.
    9. Du, Julan & Li, Chang & Wang, Yongqin, 2023. "Shadow banking of non-financial firms: Arbitrage between formal and informal credit markets in China," Journal of Financial Intermediation, Elsevier, vol. 55(C).
    10. Goodell, John W. & Goyal, Abhinav & Urquhart, Andrew, 2021. "Uncertainty of uncertainty and firm cash holdings," Journal of Financial Stability, Elsevier, vol. 56(C).
    11. Chad R. Larson & Richard Sloan & Jenny Zha Giedt, 2018. "Defining, measuring, and modeling accruals: a guide for researchers," Review of Accounting Studies, Springer, vol. 23(3), pages 827-871, September.
    12. Luca Del Viva & S. P. Kothari & Neophytos Lambertides & Lenos Trigeorgis, 2021. "Asymmetric Returns and the Economic Content of Accruals and Investment," Management Science, INFORMS, vol. 67(6), pages 3921-3942, 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. Drobetz, Wolfgang & El Ghoul, Sadok & Guedhami, Omrane & Janzen, Malte, 2018. "Policy uncertainty, investment, and the cost of capital," Journal of Financial Stability, Elsevier, vol. 39(C), pages 28-45.
    2. Panagiotidis, Theodore & Printzis, Panagiotis, 2020. "What is the investment loss due to uncertainty?," Global Finance Journal, Elsevier, vol. 45(C).
    3. Chad R. Larson & Richard Sloan & Jenny Zha Giedt, 2018. "Defining, measuring, and modeling accruals: a guide for researchers," Review of Accounting Studies, Springer, vol. 23(3), pages 827-871, September.
    4. 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.
    5. Jung Ho Choi, 2021. "Accrual Accounting and Resource Allocation: A General Equilibrium Analysis," Journal of Accounting Research, Wiley Blackwell, vol. 59(4), pages 1179-1219, September.
    6. Chirinko, Robert S. & Schaller, Huntley, 2009. "The irreversibility premium," Journal of Monetary Economics, Elsevier, vol. 56(3), pages 390-408, April.
    7. Ahsan Abbas & Eatzaz Ahmed & Fazal Husain, 2019. "Political and Economic Uncertainty and Investment Behaviour in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 58(3), pages 307-331.
    8. Eric Lohwasser & Yaou Zhou, 2024. "Earnings Management, Auditor Changes and Ethics: Evidence from Companies Missing Earnings Expectations," Journal of Business Ethics, Springer, vol. 191(3), pages 551-570, May.
    9. Jérôme Bourdieu & Benoît Coeuré & Béatrice Sédillot, 1997. "Investissement, incertitude et irréversibilité. Quelques développements récents de la théorie de l'investissement," Revue Économique, Programme National Persée, vol. 48(1), pages 23-53.
    10. Ferracuti, Elia & Stubben, Stephen R., 2019. "The role of financial reporting in resolving uncertainty about corporate investment opportunities," Journal of Accounting and Economics, Elsevier, vol. 68(2).
    11. 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.
    12. Ahmadi, Maryam & Manera, Matteo & Sadeghzadeh, Mehdi, 2019. "The investment-uncertainty relationship in the oil and gas industry," Resources Policy, Elsevier, vol. 63(C), pages 1-1.
    13. Gabriel P. Mathy, 2020. "How much did uncertainty shocks matter in the Great Depression?," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 14(2), pages 283-323, May.
    14. Ming‐Chang Wang & Yu‐Jia Ding, 2021. "Does the quarterly accrual anomaly exist in Taiwan's stock market? Evidence from Manager's earnings management," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(3), pages 688-701, April.
    15. Mauricio Jara-Bertin & Jean P. Sepulveda, 2014. "Earnings Management and Performance in Family-Controlled Firms:Evidence from an Emerging Economy," Serie Working Papers 01, Universidad del Desarrollo, School of Business and Economics, revised Nov 2014.
    16. Tsipouridou, Maria & Spathis, Charalambos, 2012. "Earnings management and the role of auditors in an unusual IFRS context: The case of Greece," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 21(1), pages 62-78.
    17. Badertscher, Brad & Shroff, Nemit & White, Hal D., 2013. "Externalities of public firm presence: Evidence from private firms' investment decisions," Journal of Financial Economics, Elsevier, vol. 109(3), pages 682-706.
    18. Laarni T. Bulan, 2005. "Real options, irreversible investment and firm uncertainty: New evidence from U.S. firms," Review of Financial Economics, John Wiley & Sons, vol. 14(3-4), pages 255-279.
    19. Martin Walker, 2013. "How far can we trust earnings numbers? What research tells us about earnings management," Accounting and Business Research, Taylor & Francis Journals, vol. 43(4), pages 445-481, August.
    20. Theoharry Grammatikos & Nikolaos I. Papanikolaou, 2021. "Applying Benford’s Law to Detect Accounting Data Manipulation in the Banking Industry," Journal of Financial Services Research, Springer;Western Finance Association, vol. 59(1), pages 115-142, April.

    More about this item

    Keywords

    M41; G31; Accruals; Real options; Investment; Volatility;
    All these keywords.

    JEL classification:

    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies

    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:62:y:2016:i:1:p:65-86. 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.