IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v52y2016ipap144-154.html
   My bibliography  Save this article

Employee stock option-implied risk attitude under Rank-Dependent Expected Utility

Author

Listed:
  • Bahaji, Hamza
  • Casta, Jean-François

Abstract

Probability weighting is one of the cornerstones of decision-making theories accommodating gambling preferences. This paper examines its relevance to explaining employee stock option exercise behavior. We characterized the optimal exercise policy for a representative employee with Rank-Dependent Expected Utility (RDEU) preferences. We find that the RDEU framework leads to improved predictions of empirical exercise patterns. The implications from our findings are twofold: (1) probability weighting implies an increase in stock option cost to shareholders; (2) employee exercise behavior-implied sentiment is affected by the firm's stock market risk and performance.

Suggested Citation

  • Bahaji, Hamza & Casta, Jean-François, 2016. "Employee stock option-implied risk attitude under Rank-Dependent Expected Utility," Economic Modelling, Elsevier, vol. 52(PA), pages 144-154.
  • Handle: RePEc:eee:ecmode:v:52:y:2016:i:pa:p:144-154
    DOI: 10.1016/j.econmod.2014.12.041
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S026499931400515X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2014.12.041?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Diecidue, Enrico & Wakker, Peter P, 2001. "On the Intuition of Rank-Dependent Utility," Journal of Risk and Uncertainty, Springer, vol. 23(3), pages 281-298, November.
    2. Mehra, Rajnish & Prescott, Edward C., 1985. "The equity premium: A puzzle," Journal of Monetary Economics, Elsevier, vol. 15(2), pages 145-161, March.
    3. Daniel Cavagnaro & Mark Pitt & Richard Gonzalez & Jay Myung, 2013. "Discriminating among probability weighting functions using adaptive design optimization," Journal of Risk and Uncertainty, Springer, vol. 47(3), pages 255-289, December.
    4. Hall, Brian J. & Murphy, Kevin J., 2002. "Stock options for undiversified executives," Journal of Accounting and Economics, Elsevier, vol. 33(1), pages 3-42, February.
    5. Oliver Linton & Esfandiar Maasoumi & Yoon-Jae Whang, 2005. "Consistent Testing for Stochastic Dominance under General Sampling Schemes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 735-765.
    6. Polkovnichenko, Valery & Zhao, Feng, 2013. "Probability weighting functions implied in options prices," Journal of Financial Economics, Elsevier, vol. 107(3), pages 580-609.
    7. Chip Heath & Steven Huddart & Mark Lang, 1999. "Psychological Factors and Stock Option Exercise," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 601-627.
    8. Mohammed Abdellaoui, 2002. "A Genuine Rank-Dependent Generalization of the Von Neumann-Morgenstern Expected Utility Theorem," Econometrica, Econometric Society, vol. 70(2), pages 717-736, March.
    9. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    10. Ingolf Dittmann & Ernst Maug, 2007. "Lower Salaries and No Options? On the Optimal Structure of Executive Pay," Journal of Finance, American Finance Association, vol. 62(1), pages 303-343, February.
    11. Han Bleichrodt & Jose Luis Pinto, 2000. "A Parameter-Free Elicitation of the Probability Weighting Function in Medical Decision Analysis," Management Science, INFORMS, vol. 46(11), pages 1485-1496, November.
    12. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    13. Nicholas Barberis & Ming Huang, 2008. "Stocks as Lotteries: The Implications of Probability Weighting for Security Prices," American Economic Review, American Economic Association, vol. 98(5), pages 2066-2100, December.
    14. Hamza Bahaji, 2011. "Incentives from stock option grants: a behavioral approach," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 10(3), pages 200-227, August.
    15. Quiggin, John, 1982. "A theory of anticipated utility," Journal of Economic Behavior & Organization, Elsevier, vol. 3(4), pages 323-343, December.
    16. Gur Huberman & Paul Sengmueller, 2004. "Performance and Employer Stock in 401(k) Plans," Review of Finance, Springer, vol. 8(3), pages 403-443.
    17. Constantinides, George M, 1990. "Habit Formation: A Resolution of the Equity Premium Puzzle," Journal of Political Economy, University of Chicago Press, vol. 98(3), pages 519-543, June.
    18. Bergman, Nittai K. & Jenter, Dirk, 2007. "Employee sentiment and stock option compensation," Journal of Financial Economics, Elsevier, vol. 84(3), pages 667-712, June.
    19. Lattimore, Pamela K. & Baker, Joanna R. & Witte, Ann D., 1992. "The influence of probability on risky choice: A parametric examination," Journal of Economic Behavior & Organization, Elsevier, vol. 17(3), pages 377-400, May.
    20. Shlomo Benartzi, 2001. "Excessive Extrapolation and the Allocation of 401(k) Accounts to Company Stock," Journal of Finance, American Finance Association, vol. 56(5), pages 1747-1764, October.
    21. Kliger, Doron & Levy, Ori, 2009. "Theories of choice under risk: Insights from financial markets," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 330-346, August.
    22. Drazen Prelec, 1998. "The Probability Weighting Function," Econometrica, Econometric Society, vol. 66(3), pages 497-528, May.
    23. Hamza Bahaji, 2011. "Incentives from stock option grants: a behavioral approach," Post-Print halshs-00681607, HAL.
    24. repec:dau:papers:123456789/9896 is not listed on IDEAS
    25. Pamela K. Lattimore & Joanna R. Baker & A. Dryden Witte, 1992. "The Influence Of Probability on Risky Choice: A parametric Examination," NBER Technical Working Papers 0081, National Bureau of Economic Research, Inc.
    26. Carpenter, Jennifer N., 1998. "The exercise and valuation of executive stock options," Journal of Financial Economics, Elsevier, vol. 48(2), pages 127-158, May.
    27. Bettis, J. Carr & Bizjak, John M. & Lemmon, Michael L., 2005. "Exercise behavior, valuation, and the incentive effects of employee stock options," Journal of Financial Economics, Elsevier, vol. 76(2), pages 445-470, May.
    28. Huddart, Steven & Lang, Mark, 1996. "Employee stock option exercises an empirical analysis," Journal of Accounting and Economics, Elsevier, vol. 21(1), pages 5-43, February.
    29. Vicky Henderson, 2005. "The impact of the market portfolio on the valuation, incentives and optimality of executive stock options," Quantitative Finance, Taylor & Francis Journals, vol. 5(1), pages 35-47.
    30. repec:dau:papers:123456789/7289 is not listed on IDEAS
    31. Friend, Irwin & Blume, Marshall E, 1975. "The Demand for Risky Assets," American Economic Review, American Economic Association, vol. 65(5), pages 900-922, December.
    32. Kevin F. Hallock & Craig Olson, 2006. "The Value of Stock Options to Non-Executive Employees," NBER Working Papers 11950, National Bureau of Economic Research, Inc.
    33. Alok Kumar, 2009. "Who Gambles in the Stock Market?," Journal of Finance, American Finance Association, vol. 64(4), pages 1889-1933, August.
    34. Hamza Bahaji, 2011. "Incentives from stock option grants: a behavioral approach," Post-Print halshs-00681611, HAL.
    35. Merton, Robert C., 1980. "On estimating the expected return on the market : An exploratory investigation," Journal of Financial Economics, Elsevier, vol. 8(4), pages 323-361, December.
    36. repec:dau:papers:123456789/10046 is not listed on IDEAS
    37. repec:bla:jfinan:v:59:y:2004:i:1:p:407-446 is not listed on IDEAS
    38. Jonathan Ingersoll, 2008. "Non‐Monotonicity of the Tversky‐Kahneman Probability‐Weighting Function: A Cautionary Note," European Financial Management, European Financial Management Association, vol. 14(3), pages 385-390, June.
    39. Spalt, Oliver G., 2013. "Probability Weighting and Employee Stock Options," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(4), pages 1085-1118, August.
    40. Hamza Bahaji, 2011. "Incentives from stock option grants: a behavioral approach," Post-Print halshs-00618478, HAL.
    41. Huddart, Steven, 1994. "Employee stock options," Journal of Accounting and Economics, Elsevier, vol. 18(2), pages 207-231, September.
    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. Yarram, Subba Reddy & Rice, John, 2017. "Executive compensation among Australian mining and non-mining firms: Risk taking, long and short-term incentives," Economic Modelling, Elsevier, vol. 64(C), pages 211-220.
    2. Hamza Bahaji, 2018. "Are employee stock option exercise decisions better explained through the prospect theory?," Annals of Operations Research, Springer, vol. 262(2), pages 335-359, March.

    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. repec:dau:papers:123456789/13098 is not listed on IDEAS
    2. repec:dau:papers:123456789/9550 is not listed on IDEAS
    3. Hamza Bahaji, 2018. "Are employee stock option exercise decisions better explained through the prospect theory?," Annals of Operations Research, Springer, vol. 262(2), pages 335-359, March.
    4. Jean-François Casta & Hamza Bahaji, 2014. "Juste Valeur Et Risque De Modele : Le Cas De La Valorisation Des Stock-Options," Post-Print hal-01899601, HAL.
    5. Jakusch, Sven Thorsten, 2017. "On the applicability of maximum likelihood methods: From experimental to financial data," SAFE Working Paper Series 148, Leibniz Institute for Financial Research SAFE, revised 2017.
    6. Hamza Bahaji, 2011. "Incentives from stock option grants: a behavioral approach," Post-Print halshs-00681611, HAL.
    7. Zacharias Sautner & Martin Weber, 2009. "How Do Managers Behave In Stock Option Plans? Clinical Evidence From Exercise And Survey Data," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 32(2), pages 123-155, June.
    8. Kliger, Doron & Levy, Ori, 2009. "Theories of choice under risk: Insights from financial markets," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 330-346, August.
    9. Shi, Yun & Cui, Xiangyu & Zhou, Xunyu, 2020. "Beta and Coskewness Pricing: Perspective from Probability Weighting," SocArXiv 5rqhv, Center for Open Science.
    10. Jakusch, Sven Thorsten & Meyer, Steffen & Hackethal, Andreas, 2019. "Taming models of prospect theory in the wild? Estimation of Vlcek and Hens (2011)," SAFE Working Paper Series 146, Leibniz Institute for Financial Research SAFE, revised 2019.
    11. Kevin F. Hallock & Craig A. Olson, 2010. "New Data for Answering Old Questions Regarding Employee Stock Options," NBER Chapters, in: Labor in the New Economy, pages 149-180, National Bureau of Economic Research, Inc.
    12. Salvatore Greco & Fabio Rindone, 2014. "The bipolar Choquet integral representation," Theory and Decision, Springer, vol. 77(1), pages 1-29, June.
    13. Martin Widdicks & Jinsha Zhao, 2014. "A Model of Equity Based Compensation with Tax," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(7-8), pages 1002-1041, September.
    14. Sautner, Zacharias & Weber, Martin, 2005. "Stock options and employee behavior," Papers 05-26, Sonderforschungsbreich 504.
    15. Sun, Lei & Widdicks, Martin, 2016. "Why do employees like to be paid with Options?: A multi-period prospect theory approach," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 106-125.
    16. Nathalie Etchart-Vincent, 2009. "Probability weighting and the ‘level’ and ‘spacing’ of outcomes: An experimental study over losses," Journal of Risk and Uncertainty, Springer, vol. 39(1), pages 45-63, August.
    17. Levon Barseghyan & Francesca Molinari & Ted O'Donoghue & Joshua C. Teitelbaum, 2013. "The Nature of Risk Preferences: Evidence from Insurance Choices," American Economic Review, American Economic Association, vol. 103(6), pages 2499-2529, October.
    18. Sautner, Zacharias & Weber, Martin, 2005. "Subjective Stock Option Values and Exercise Decisions: Determinants and Consistency," Sonderforschungsbereich 504 Publications 05-31, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
    19. Tang, Chun-Hua, 2012. "Revisiting the incentive effects of executive stock options," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 564-574.
    20. Hamza Bahaji, 2011. "Employee Stock Options Incentive Effects: A Cpt-Based Model," Post-Print halshs-00681609, HAL.
    21. Thomas Epper & Helga Fehr-Duda, 2012. "The missing link: unifying risk taking and time discounting," ECON - Working Papers 096, Department of Economics - University of Zurich, revised Oct 2018.
    22. Dennery, Charles & Direr, Alexis, 2014. "Optimal lottery," Journal of Mathematical Economics, Elsevier, vol. 55(C), pages 15-23.

    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:ecmode:v:52:y:2016:i:pa:p:144-154. 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/inca/30411 .

    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.