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Asymmetric Persistence and the Market Pricing of Accruals and Cash Flows

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  • Theodosia Konstantinidi
  • Arthur Kraft
  • Peter F. Pope

Abstract

type="main"> We investigate whether stock prices reflect the asymmetric persistence of accruals and cash flows resulting from conditional conservatism. Using the Mishkin ( ) test (MT), we provide further evidence on the earnings fixation explanation for the accrual anomaly. We also apply panel estimation techniques that significantly affect market efficiency inferences. Our results suggest that over our sample period (i) investors seem to partially anticipate asymmetric persistence in accruals and cash flows, (ii) the accrual anomaly originates in the mispricing of accruals in years of economic gains, even though the differential persistence between accruals and cash flows is greatest in years of economic losses, (iii) investors respond differently to accrual and cash flow surprises and, therefore, they do not naively fixate on earnings surprises, and (iv) after clustering standard errors in the MT by firm and year dimensions, there is no longer evidence of cash flow mispricing, while the statistical significance of accrual mispricing falls. All our findings contradict the earnings fixation explanation for the accrual anomaly. Our study has implications for understanding the accrual anomaly in relation to accrual dynamics, as well as for researchers interested in using the MT framework to test the rationality of investor expectations more generally.

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  • Theodosia Konstantinidi & Arthur Kraft & Peter F. Pope, 2016. "Asymmetric Persistence and the Market Pricing of Accruals and Cash Flows," Abacus, Accounting Foundation, University of Sydney, vol. 52(1), pages 140-165, March.
  • Handle: RePEc:bla:abacus:v:52:y:2016:i:1:p:140-165
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    1. Thompson, Samuel B., 2011. "Simple formulas for standard errors that cluster by both firm and time," Journal of Financial Economics, Elsevier, vol. 99(1), pages 1-10, January.
    2. Frederic S. Mishkin, 1983. "A Rational Expectations Approach to Macroeconometrics: Testing Policy Ineffectiveness and Efficient-Markets Models," NBER Books, National Bureau of Economic Research, Inc, number mish83-1.
    3. Lewellen, Jonathan, 2010. "Accounting anomalies and fundamental analysis: An alternative view," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 455-466, December.
    4. Khan, Mozaffar, 2008. "Are accruals mispriced Evidence from tests of an Intertemporal Capital Asset Pricing Model," Journal of Accounting and Economics, Elsevier, vol. 45(1), pages 55-77, March.
    5. Hirshleifer, David & Kewei Hou & Teoh, Siew Hong & Yinglei Zhang, 2004. "Do investors overvalue firms with bloated balance sheets?," Journal of Accounting and Economics, Elsevier, vol. 38(1), pages 297-331, December.
    6. Abel, Andrew B & Mishkin, Frederic S, 1983. "On the Econometric Testing of Rationality-Market Efficiency," The Review of Economics and Statistics, MIT Press, vol. 65(2), pages 318-323, May.
    7. Arthur Kraft & Andrew J. Leone & Charles Wasley, 2006. "An Analysis of the Theories and Explanations Offered for the Mispricing of Accruals and Accrual Components," Journal of Accounting Research, Wiley Blackwell, vol. 44(2), pages 297-339, May.
    8. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    9. Jiang, Guohua, 2007. "Stock performance and the mispricing of accruals," The International Journal of Accounting, Elsevier, vol. 42(2), pages 153-170.
    10. Tyler Shumway & Vincent A. Warther, 1999. "The Delisting Bias in CRSP's Nasdaq Data and Its Implications for the Size Effect," Journal of Finance, American Finance Association, vol. 54(6), pages 2361-2379, December.
    11. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    12. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    13. Ray Ball & Lakshmanan Shivakumar, 2006. "The Role of Accruals in Asymmetrically Timely Gain and Loss Recognition," Journal of Accounting Research, Wiley Blackwell, vol. 44(2), pages 207-242, May.
    14. 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.
    15. Arthur Kraft & Andrew J. Leone & Charles E. Wasley, 2007. "Regression‐Based Tests of the Market Pricing of Accounting Numbers: The Mishkin Test and Ordinary Least Squares," Journal of Accounting Research, Wiley Blackwell, vol. 45(5), pages 1081-1114, December.
    16. Frederic S. Mishkin, 1983. "Introduction to "A Rational Expectations Approach to Macroeconometrics: Testing Policy Ineffectiveness and Efficient-Markets Models"," NBER Chapters, in: A Rational Expectations Approach to Macroeconometrics: Testing Policy Ineffectiveness and Efficient-Markets Models, pages 1-6, National Bureau of Economic Research, Inc.
    17. 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.
    18. Richardson, Scott & Tuna, Irem & Wysocki, Peter, 2010. "Accounting anomalies and fundamental analysis: A review of recent research advances," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 410-454, December.
    19. Mashruwala, Christina & Rajgopal, Shivaram & Shevlin, Terry, 2006. "Why is the accrual anomaly not arbitraged away? The role of idiosyncratic risk and transaction costs," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 3-33, October.
    20. 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.
    21. Shumway, Tyler, 1997. "The Delisting Bias in CRSP Data," Journal of Finance, American Finance Association, vol. 52(1), pages 327-340, March.
    22. Jeremiah Green & John R. M. Hand & Mark T. Soliman, 2011. "Going, Going, Gone? The Apparent Demise of the Accruals Anomaly," Management Science, INFORMS, vol. 57(5), pages 797-816, May.
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    2. Panos N. Patatoukas, 2016. "Asymmetrically Timely Loss Recognition and the Accrual Anomaly. Discussion of Konstantinidi et al," Abacus, Accounting Foundation, University of Sydney, vol. 52(1), pages 166-175, March.
    3. Houdou Basse Mama & Rachidi Kotchoni, 2017. "Investor Relations' Quality and Mispricing," EconomiX Working Papers 2017-33, University of Paris Nanterre, EconomiX.
    4. Vassilios‐Christos Naoum & Georgios A. Papanastasopoulos, 2021. "The implications of cash flows for future earnings and stock returns within profit and loss firms," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2927-2945, April.
    5. Gonçalves, Tiago & Gaio, Cristina & Lélis, Carlos, 2020. "Accrual mispricing: Evidence from European sovereign debt crisis," Research in International Business and Finance, Elsevier, vol. 52(C).
    6. Basse Mama, Houdou, 2018. "Nonlinear capital market payoffs to science-led innovation," Research Policy, Elsevier, vol. 47(6), pages 1084-1095.
    7. Sandip Dhole & Ferdinand A. Gul & Sagarika Mishra & Ananda M. Pal, 2021. "The joint information role of analysts’ cash flow and earnings forecasts," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(1), pages 499-541, March.
    8. Nguyen, Hang Thu & Alphonse, Pascal & Nguyen, Hiep Manh, 2022. "Financial distress and the accrual anomaly," Journal of Contemporary Accounting and Economics, Elsevier, vol. 18(3).

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