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Return predictability and the real option value of segments

Author

Listed:
  • Pingui Rao

    (Jinan University)

  • Heng Yue

    (Singapore Management University)

  • Xin Zhou

    (XY Investments)

Abstract

Theory suggests that firm value should include the value of real options; that is, firms have the option to expand more profitable businesses and liquidate less profitable businesses. In a diversified firm, each segment has its own real options. Applying real options theory to a diversified firm at the firm level neglects the value of segment-level options. If investors overlook segment-level options, mispricing will occur. Using data from 1981 to 2013, we find that a hedge portfolio buying diversified firms in the highest decile of the estimated real option value of segments (RVS) and selling those in the lowest RVS decile earns a significant 0.79% size-adjusted monthly return. The hedge returns are more significant for firms whose growth opportunities mainly lie in the more profitable segments. We also find that the predictive power of RVS is stronger for firms with high growth, lower analyst coverage, and stronger corporate governance. Further investigation links improved operating performance to the exercise of segment-level real options.

Suggested Citation

  • Pingui Rao & Heng Yue & Xin Zhou, 2018. "Return predictability and the real option value of segments," Review of Accounting Studies, Springer, vol. 23(1), pages 167-199, March.
  • Handle: RePEc:spr:reaccs:v:23:y:2018:i:1:d:10.1007_s11142-017-9421-3
    DOI: 10.1007/s11142-017-9421-3
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    as
    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. Lamont, Owen A. & Polk, Christopher, 2002. "Does diversification destroy value? Evidence from the industry shocks," Journal of Financial Economics, Elsevier, vol. 63(1), pages 51-77, January.
    3. Easton, Pd & Harris, Ts, 1991. "Earnings As An Explanatory Variable For Returns," Journal of Accounting Research, Wiley Blackwell, vol. 29(1), pages 19-36.
    4. David Burgstahler & James Jiambalvo & Terry Shevlin, 2002. "Do Stock Prices Fully Reflect the Implications of Special Items for Future Earnings?," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 585-612, June.
    5. Bernard, Victor L. & Thomas, Jacob K., 1990. "Evidence that stock prices do not fully reflect the implications of current earnings for future earnings," Journal of Accounting and Economics, Elsevier, vol. 13(4), pages 305-340, December.
    6. Brennan, Michael J & Schwartz, Eduardo S, 1985. "Evaluating Natural Resource Investments," The Journal of Business, University of Chicago Press, vol. 58(2), pages 135-157, April.
    7. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    8. Raghuram Rajan & Henri Servaes & Luigi Zingales, 2000. "The Cost of Diversity: The Diversification Discount and Inefficient Investment," Journal of Finance, American Finance Association, vol. 55(1), pages 35-80, February.
    9. Young Jun Cho, 2015. "Segment Disclosure Transparency and Internal Capital Market Efficiency: Evidence from SFAS No. 131," Journal of Accounting Research, Wiley Blackwell, vol. 53(4), pages 669-723, September.
    10. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    11. Berger, Philip G. & Ofek, Eli & Swary, Itzhak, 1996. "Investor valuation of the abandonment option," Journal of Financial Economics, Elsevier, vol. 42(2), pages 257-287, October.
    12. Fama, Eugene F & French, Kenneth R, 2000. "Forecasting Profitability and Earnings," The Journal of Business, University of Chicago Press, vol. 73(2), pages 161-175, April.
    13. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    14. Paul Gompers & Joy Ishii & Andrew Metrick, 2003. "Corporate Governance and Equity Prices," The Quarterly Journal of Economics, Oxford University Press, vol. 118(1), pages 107-156.
    15. Hirshleifer, David & Hsu, Po-Hsuan & Li, Dongmei, 2013. "Innovative efficiency and stock returns," Journal of Financial Economics, Elsevier, vol. 107(3), pages 632-654.
    16. 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.
    17. 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.
    18. 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.
    19. Mueller, Holger & Giroud, Xavier, 2015. "Capital and Labor Reallocation within Firms," CEPR Discussion Papers 10360, C.E.P.R. Discussion Papers.
    20. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    21. Basu, S, 1977. "Investment Performance of Common Stocks in Relation to Their Price-Earnings Ratios: A Test of the Efficient Market Hypothesis," Journal of Finance, American Finance Association, vol. 32(3), pages 663-682, June.
    22. Jain, Pc, 1986. "Relation Between Market Model Prediction Errors And Omitted Variables - A Methodological Note," Journal of Accounting Research, Wiley Blackwell, vol. 24(1), pages 187-193.
    23. Xavier Giroud & Holger M. Mueller, 2015. "Capital and Labor Reallocation within Firms," Journal of Finance, American Finance Association, vol. 70(4), pages 1767-1804, August.
    24. Li, Ningzhong & Richardson, Scott & Tuna, İrem, 2014. "Macro to micro: Country exposures, firm fundamentals and stock returns," Journal of Accounting and Economics, Elsevier, vol. 58(1), pages 1-20.
    25. Hyun-Han Shin & René M. Stulz, 1998. "Are Internal capital Markets Efficient?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(2), pages 531-552.
    26. 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.
    27. David S. Scharfstein & Jeremy C. Stein, 2000. "The Dark Side of Internal Capital Markets: Divisional Rent‐Seeking and Inefficient Investment," Journal of Finance, American Finance Association, vol. 55(6), pages 2537-2564, December.
    28. Asquith, Paul & Mikhail, Michael B. & Au, Andrea S., 2005. "Information content of equity analyst reports," Journal of Financial Economics, Elsevier, vol. 75(2), pages 245-282, February.
    29. Senyo Tse, 1989. "Attributes of industry, industry segment and firm†specific information in security valuation," Contemporary Accounting Research, John Wiley & Sons, vol. 5(2), pages 592-614, March.
    30. Merton H. Miller & Franco Modigliani, 1961. "Dividend Policy, Growth, and the Valuation of Shares," The Journal of Business, University of Chicago Press, vol. 34, pages 411-411.
    31. Zhang, GC, 2000. "Accounting information, capital investment decisions, and equity valuation: Theory and empirical implications," Journal of Accounting Research, Wiley Blackwell, vol. 38(2), pages 271-295.
    32. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
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    2. Haixia Zuo & Wanming Li & Syed Shah Alam, 2023. "Relationship between Diversification, Institutional Environment and Growth: A Study of Agricultural Companies in China," Sustainability, MDPI, vol. 15(7), pages 1-25, April.

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    More about this item

    Keywords

    Real option value; Return predictability; Abnormal returns; Segment;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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