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Do short-sellers arbrtrage accrual-based return anomalies?

Author

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  • Hirshleifer, David
  • Teoh, Siew Hong
  • Yu, Jeff Jiewei

Abstract

We find a positive association between short-selling and accruals, and between short-selling and NOA, during 1988-2003. The accrual and NOA return anomalies are asymmetric. The absolute value of mean abnormal returns is larger for high-accrual firms than low-accrual firms on NASDAQ, but not on NYSE, and the abnormal return asymmetry is stronger among firms with low institutional holdings. For NOA, there is only limited evidence that the abnormal return asymmetry is stronger on NASDAQ than on NYSE. These findings indicate that there is short arbitrage of the accrual and NOA anomalies, but that short sale constraints limit the effectiveness of short arbitrage (especially among NASDAQ firms).

Suggested Citation

  • Hirshleifer, David & Teoh, Siew Hong & Yu, Jeff Jiewei, 2007. "Do short-sellers arbrtrage accrual-based return anomalies?," MPRA Paper 5510, University Library of Munich, Germany, revised 27 Oct 2007.
    • Handle: RePEc:pra:mprapa:5510
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    References listed on IDEAS

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    1. Harrison Hong & Terence Lim & Jeremy C. Stein, 2000. "Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies," Journal of Finance, American Finance Association, vol. 55(1), pages 265-295, February.
    2. D'Avolio, Gene, 2002. "The market for borrowing stock," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 271-306.
    3. 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.
    4. Diether, Karl & Lee, Kuan Hui & Werner, Ingrid M., 2007. "It’s SHO Time! Short-Sale Price-Tests and Market Quality," Working Paper Series 2006-13, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    5. Daniel, Kent, et al, 1997. "Measuring Mutual Fund Performance with Characteristic-Based Benchmarks," Journal of Finance, American Finance Association, vol. 52(3), pages 1035-1058, July.
    6. Ofek, Eli & Richardson, Matthew & Whitelaw, Robert F., 2004. "Limited arbitrage and short sales restrictions: evidence from the options markets," Journal of Financial Economics, Elsevier, vol. 74(2), pages 305-342, November.
    7. Siew Hong Teoh & T. J. Wong, 2002. "Why New Issues and High-Accrual Firms Underperform: The Role of Analysts' Credulity," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 869-900.
    8. Nagel, Stefan, 2005. "Short sales, institutional investors and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 78(2), pages 277-309, November.
    9. Lauren Cohen & Karl B. Diether & Christopher J. Malloy, 2007. "Supply and Demand Shifts in the Shorting Market," Journal of Finance, American Finance Association, vol. 62(5), pages 2061-2096, October.
    10. Owen A. Lamont & Richard H. Thaler, 2003. "Can the Market Add and Subtract? Mispricing in Tech Stock Carve-outs," Journal of Political Economy, University of Chicago Press, vol. 111(2), pages 227-268, April.
    11. Jones, Charles M. & Lamont, Owen A., 2002. "Short-sale constraints and stock returns," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 207-239.
    12. Asquith, Paul & Pathak, Parag A. & Ritter, Jay R., 2005. "Short interest, institutional ownership, and stock returns," Journal of Financial Economics, Elsevier, vol. 78(2), pages 243-276, November.
    13. Ashiq Ali & Mark A. Trombley, 2006. "Short Sales Constraints and Momentum in Stock Returns," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(3-4), pages 587-615.
    14. Ekkehart Boehmer & Charles M. Jones & Xiaoyan Zhang, 2008. "Which Shorts Are Informed?," Journal of Finance, American Finance Association, vol. 63(2), pages 491-527, April.
    15. Ashiq Ali & Mark A. Trombley, 2006. "Short Sales Constraints and Momentum in Stock Returns," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 33(3‐4), pages 587-615, April.
    16. David Hirshleifer & Kewei Hou & Siew Hong Teoh, 2012. "The Accrual Anomaly: Risk or Mispricing?," Management Science, INFORMS, vol. 58(2), pages 320-335, February.
    17. Bernard, Vl & Thomas, Jk, 1989. "Post-Earnings-Announcement Drift - Delayed Price Response Or Risk Premium," Journal of Accounting Research, Wiley Blackwell, vol. 27, pages 1-36.
    18. 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.
    19. Duan, Ying & Hu, Gang & McLean, R. David, 2010. "Costly arbitrage and idiosyncratic risk: Evidence from short sellers," Journal of Financial Intermediation, Elsevier, vol. 19(4), pages 564-579, October.
    20. 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.
    21. Jeffrey Pontiff, 1996. "Costly Arbitrage: Evidence from Closed-End Funds," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1135-1151.
    22. Dechow, Patricia M. & Hutton, Amy P. & Meulbroek, Lisa & Sloan, Richard G., 2001. "Short-sellers, fundamental analysis, and stock returns," Journal of Financial Economics, Elsevier, vol. 61(1), pages 77-106, July.
    23. Hong, Harrison & Kubik, Jeffrey D. & Fishman, Tal, 2012. "Do arbitrageurs amplify economic shocks?," Journal of Financial Economics, Elsevier, vol. 103(3), pages 454-470.
    24. Diether, Karl B. & Lee, Kuan-Hui & Werner, Ingrid M., 2007. "Can Short-Sellers Predict Returns? Daily Evidence," Working Paper Series 2005-15, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    25. Mark T. Bradshaw & Scott A. Richardson & Richard G. Sloan, 2001. "Do Analysts and Auditors Use Information in Accruals?," Journal of Accounting Research, Wiley Blackwell, vol. 39(1), pages 45-74, June.
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    More about this item

    Keywords

    Accruals; NOA; anomalies; arbitrage; short sales; market efficiency;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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