IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v62y2016i7p1878-1898.html
   My bibliography  Save this article

Do Nonexecutive Employees Have Valuable Information? Evidence from Employee Stock Purchase Plans

Author

Listed:
  • Ilona Babenko

    (Department of Finance, W. P. Carey School of Business, Arizona State University, Tempe, Arizona 85287)

  • Rik Sen

    (Department of Finance, HKUST Business School, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong; and Department of Finance, School of Business Administration, University of Miami, Coral Gables, Florida 33124)

Abstract

Using novel data on employee stock purchase plans (ESPPs), we show that aggregate purchases of company stock by lower-level employees predict future stock returns. Firms in the top quartile of ESPP purchases outperform those in the bottom quartile by 10% in the year after purchase. The relation between ESPP purchases and future stock returns is stronger for firms with high information asymmetry. Furthermore, we find that high ESPP purchases are associated with a lower likelihood of breaks in strings of consecutive earnings increases, as well as higher future sales growth and more innovation. These findings support the hypothesis that lower-level employees have information about future firm performance. We examine and reject a number of alternative explanations. Our results have implications for firms using employees as a source of capital, accounting issues related to expensing of equity-based compensation, and disclosure policy.Data, as supplemental material, are available at http://dx.doi.org/10.1287/mnsc.2015.2226 . This paper was accepted by Wei Jiang, finance .

Suggested Citation

  • Ilona Babenko & Rik Sen, 2016. "Do Nonexecutive Employees Have Valuable Information? Evidence from Employee Stock Purchase Plans," Management Science, INFORMS, vol. 62(7), pages 1878-1898, July.
  • Handle: RePEc:inm:ormnsc:v:62:y:2016:i:7:p:1878-1898
    DOI: 10.1287/mnsc.2015.2226
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2015.2226
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2015.2226?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
    ---><---

    References listed on IDEAS

    as
    1. Jana P. Fidrmuc & Marc Goergen & Luc Renneboog, 2006. "Insider Trading, News Releases, and Ownership Concentration," Journal of Finance, American Finance Association, vol. 61(6), pages 2931-2973, December.
    2. Ikenberry, David & Lakonishok, Josef & Vermaelen, Theo, 1995. "Market underreaction to open market share repurchases," Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 181-208.
    3. Yael V. Hochberg & Laura Lindsey, 2010. "Incentives, Targeting, and Firm Performance: An Analysis of Non-executive Stock Options," Review of Financial Studies, Society for Financial Studies, vol. 23(11), pages 4148-4186, November.
    4. Seyhun, H. Nejat, 1986. "Insiders' profits, costs of trading, and market efficiency," Journal of Financial Economics, Elsevier, vol. 16(2), pages 189-212, June.
    5. Enrichetta Ravina & Paola Sapienza, 2010. "What Do Independent Directors Know? Evidence from Their Trading," NBER Chapters, in: Corporate Governance, National Bureau of Economic Research, Inc.
    6. Bernile, Gennaro & Jarrell, Gregg A., 2009. "The impact of the options backdating scandal on shareholders," Journal of Accounting and Economics, Elsevier, vol. 47(1-2), pages 2-26, March.
    7. Oyer, Paul & Schaefer, Scott, 2005. "Why do some firms give stock options to all employees?: An empirical examination of alternative theories," Journal of Financial Economics, Elsevier, vol. 76(1), pages 99-133, April.
    8. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    9. David Hirshleifer & Angie Low & Siew Hong Teoh, 2012. "Are Overconfident CEOs Better Innovators?," Journal of Finance, American Finance Association, vol. 67(4), pages 1457-1498, August.
    10. Brian J. Hall & Kevin J. Murphy, 2003. "The Trouble with Stock Options," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 49-70, Summer.
    11. Bettis, J. C. & Coles, J. L. & Lemmon, M. L., 2000. "Corporate policies restricting trading by insiders," Journal of Financial Economics, Elsevier, vol. 57(2), pages 191-220, August.
    12. Stijn Van Nieuwerburgh & Laura Veldkamp, 2010. "Information Acquisition and Under-Diversification," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 779-805.
    13. Fama, Eugene F. & French, Kenneth R., 2005. "Financing decisions: who issues stock?," Journal of Financial Economics, Elsevier, vol. 76(3), pages 549-582, June.
    14. Efendi, Jap & Srivastava, Anup & Swanson, Edward P., 2007. "Why do corporate managers misstate financial statements? The role of option compensation and other factors," Journal of Financial Economics, Elsevier, vol. 85(3), pages 667-708, September.
    15. 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.
    16. Justin Wolfers & Eric Zitzewitz, 2004. "Prediction Markets," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 107-126, Spring.
    17. Stijn Van Nieuwerburgh & Laura Veldkamp, 2006. "Inside Information and the Own Company Stock Puzzle," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 623-633, 04-05.
    18. Darren T. Roulstone, 2003. "The Relation Between Insider‐Trading Restrictions and Executive Compensation," Journal of Accounting Research, Wiley Blackwell, vol. 41(3), pages 525-551, June.
    19. Lakonishok, Josef & Lee, Inmoo, 2001. "Are Insider Trades Informative?," Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 79-111.
    20. Ilona Babenko & Michael Lemmon & Yuri Tserlukevich, 2011. "Employee Stock Options and Investment," Journal of Finance, American Finance Association, vol. 66(3), pages 981-1009, June.
    21. Leslie A. Jeng & Andrew Metrick & Richard Zeckhauser, 2003. "Estimating the Returns to Insider Trading: A Performance-Evaluation Perspective," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 453-471, May.
    22. Benartzi, Shlomo & Michaely, Roni & Thaler, Richard H, 1997. "Do Changes in Dividends Signal the Future or the Past?," Journal of Finance, American Finance Association, vol. 52(3), pages 1007-1034, July.
    23. Huddart, Steven & Lang, Mark, 2003. "Information distribution within firms: evidence from stock option exercises," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 3-31, January.
    24. Yermack, David, 1995. "Do corporations award CEO stock options effectively?," Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 237-269.
    25. Ilona Babenko & Rik Sen, 2014. "Money Left on the Table: An Analysis of Participation in Employee Stock Purchase Plans," Review of Financial Studies, Society for Financial Studies, vol. 27(12), pages 3658-3698.
    26. 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.
    27. Ke, Bin & Huddart, Steven & Petroni, Kathy, 2003. "What insiders know about future earnings and how they use it: Evidence from insider trades," Journal of Accounting and Economics, Elsevier, vol. 35(3), pages 315-346, August.
    28. Loughran, Tim & Ritter, Jay R, 1995. "The New Issues Puzzle," Journal of Finance, American Finance Association, vol. 50(1), pages 23-51, March.
    29. Mark J. Garmaise, 2008. "Production in Entrepreneurial Firms: The Effects of Financial Constraints on Labor and Capital," Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 543-577, April.
    30. Avanidhar Subrahmanyam & Sheridan Titman, 1999. "The Going‐Public Decision and the Development of Financial Markets," Journal of Finance, American Finance Association, vol. 54(3), pages 1045-1082, June.
    31. 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.
    32. Engelhardt, Gary V. & Madrian, Brigitte C., 2004. "Employee Stock Purchase Plans," National Tax Journal, National Tax Association;National Tax Journal, vol. 57(2), pages 385-406, June.
    33. Kasznik, Ron, 2003. "Discussion of "Information distribution within firms: evidence from stock option exercises"," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 33-41, January.
    34. Brian J. Hall & Kevin J. Murphy, 2003. "The Trouble with Stock Options," NBER Working Papers 9784, National Bureau of Economic Research, Inc.
    35. Lauren Cohen, 2009. "Loyalty-Based Portfolio Choice," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1213-1245, March.
    36. Lauren Cohen, 2009. "Loyalty-Based Portfolio Choice," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1213-1245.
    37. John D. Lyon & Brad M. Barber & Chih‐Ling Tsai, 1999. "Improved Methods for Tests of Long‐Run Abnormal Stock Returns," Journal of Finance, American Finance Association, vol. 54(1), pages 165-201, February.
    38. Carpenter, Jennifer N & Remmers, Barbara, 2001. "Executive Stock Option Exercises and Inside Information," The Journal of Business, University of Chicago Press, vol. 74(4), pages 513-534, October.
    39. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    40. Bhagat, Sanjai & Brickley, James A. & Lease, Ronald C., 1985. "Incentive effects of stock purchase plans," Journal of Financial Economics, Elsevier, vol. 14(2), pages 195-215, June.
    41. David C. Cicero, 2009. "The Manipulation of Executive Stock Option Exercise Strategies: Information Timing and Backdating," Journal of Finance, American Finance Association, vol. 64(6), pages 2627-2663, December.
    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. Jung, Hail & Choi, Sanghak, 2021. "The effects of employee stock ownership on stock liquidity: Evidence from the Korean market," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    2. Hennig, Jan Christoph & Hullmann, Rieke & Rau, Holger A. & Wolff, Michael, 2021. "The hidden cost of profit sharing on participation in employee stock purchase plans," University of Göttingen Working Papers in Economics 414, University of Goettingen, Department of Economics.
    3. Matthias Lang, 2023. "Stochastic contracts and subjective evaluations," RAND Journal of Economics, RAND Corporation, vol. 54(1), pages 104-134, March.
    4. Green, T. Clifton & Huang, Ruoyan & Wen, Quan & Zhou, Dexin, 2019. "Crowdsourced employer reviews and stock returns," Journal of Financial Economics, Elsevier, vol. 134(1), pages 236-251.
    5. Alex Bryson & Richard B. Freeman, 2019. "The Role of Employee Stock Purchase Plans — Gift and Incentive? Evidence from a Multinational Corporation," British Journal of Industrial Relations, London School of Economics, vol. 57(1), pages 86-106, March.
    6. Yi Si & Chongwu Xia, 2023. "The Effect of Human Capital on Stock Price Crash Risk," Journal of Business Ethics, Springer, vol. 187(3), pages 589-609, October.
    7. Kim, Jonghwan (Simon) & Jeon, Heung-Jae & Kim, Grace Goun, 2022. "Overconfidence or competence? Your employees know," Economics Letters, Elsevier, vol. 216(C).
    8. Chen, Jun & King, Tao-Hsien Dolly & Wen, Min-Ming, 2020. "Non-executive ownership and private loan pricing," Journal of Corporate Finance, Elsevier, vol. 64(C).
    9. Anagnostopoulou, Seraina C. & Avgoustaki, Argyro, 2023. "The impact of human resource practices on corporate investment efficiency," International Review of Financial Analysis, Elsevier, vol. 87(C).

    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. Kyriacou, Kyriacos & Luintel, Kul B & Mase, Bryan, 2008. "Private Information in Executives' Option Trades: Evidence from the UK," Cardiff Economics Working Papers E2008/4, Cardiff University, Cardiff Business School, Economics Section.
    2. Ali, Usman & Hirshleifer, David, 2017. "Opportunism as a firm and managerial trait: Predicting insider trading profits and misconduct," Journal of Financial Economics, Elsevier, vol. 126(3), pages 490-515.
    3. George P. Gao & Qingzhong Ma & David T. Ng & Ying Wu, 2022. "The Sound of Silence: What Do We Know When Insiders Do Not Trade?," Management Science, INFORMS, vol. 68(7), pages 4835-4857, July.
    4. Dai, Lili & Fu, Renhui & Kang, Jun-Koo & Lee, Inmoo, 2016. "Corporate governance and the profitability of insider trading," Journal of Corporate Finance, Elsevier, vol. 40(C), pages 235-253.
    5. Kyriacos Kyriacou & Kul B. Luintel & Bryan Mase, 2010. "Private Information in Executive Stock Option Trades: Evidence of Insider Trading in the UK," Economica, London School of Economics and Political Science, vol. 77(308), pages 751-774, October.
    6. Laurel Franzen & Xu Li & Oktay Urcan & Mark E. Vargus, 2014. "The Market Response To Insider Sales Of Restricted Stock Versus Unrestricted Stock," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 37(1), pages 99-118, February.
    7. Drobetz, Wolfgang & Mussbach, Emil & Westheide, Christian, 2020. "Corporate insider trading and return skewness," Journal of Corporate Finance, Elsevier, vol. 60(C).
    8. Biggerstaff, Lee & Cicero, David & Wintoki, M. Babajide, 2020. "Insider trading patterns," Journal of Corporate Finance, Elsevier, vol. 64(C).
    9. Francesca Franco & Christopher D. Ittner & Oktay Urcan, 2017. "Determinants and Trading Performance of Equity Deferrals by Corporate Outside Directors," Management Science, INFORMS, vol. 63(1), pages 114-138, January.
    10. Chen, Shenglan & Ma, Hui & Wu, Qiang & Zhang, Hao, 2023. "Does common ownership constrain managerial rent extraction? Evidence from insider trading profitability," Journal of Corporate Finance, Elsevier, vol. 80(C).
    11. Lee, Inmoo & Lemmon, Michael & Li, Yan & Sequeira, John M., 2014. "Do voluntary corporate restrictions on insider trading eliminate informed insider trading?," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 158-178.
    12. David Tsui & Marshall Vance, 2023. "Sorting Effects of Broad-Based Equity Compensation," Management Science, INFORMS, vol. 69(7), pages 4240-4258, July.
    13. Clacher, Iain & Garcia Osma, Beatriz & Scarlat, Elvira & Shields, Karin, 2021. "Do commonalities facilitate private information channels? Evidence from common gender and insider trading," Journal of Corporate Finance, Elsevier, vol. 70(C).
    14. Katselas, Dean, 2018. "Insider trading in Australia: Contrarianism and future performance," Pacific-Basin Finance Journal, Elsevier, vol. 48(C), pages 112-128.
    15. Ferhat Akbas & Chao Jiang & Paul D. Koch, 2020. "Insider Investment Horizon," Journal of Finance, American Finance Association, vol. 75(3), pages 1579-1627, June.
    16. Alan D. Jagolinzer & David F. Larcker & Daniel J. Taylor, 2011. "Corporate Governance and the Information Content of Insider Trades," Journal of Accounting Research, Wiley Blackwell, vol. 49(5), pages 1249-1274, December.
    17. Jonathan A. Milian, 2016. "Insider sales based on short-term earnings information," Review of Quantitative Finance and Accounting, Springer, vol. 47(1), pages 109-128, July.
    18. Gider, Jasmin & Westheide, Christian, 2016. "Relative idiosyncratic volatility and the timing of corporate insider trading," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 312-334.
    19. Contreras, Harold & Marcet, Francisco, 2021. "Sell-side analyst heterogeneity and insider trading," Journal of Corporate Finance, Elsevier, vol. 66(C).
    20. Goergen, Marc & Renneboog, Luc & Zhao, Yang, 2019. "Insider trading and networked directors," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 152-175.

    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:inm:ormnsc:v:62:y:2016:i:7:p:1878-1898. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.