IDEAS home Printed from https://ideas.repec.org/a/aea/aejmic/v4y2012i2p184-214.html
   My bibliography  Save this article

Incentive Schemes, Sorting, and Behavioral Biases of Employees: Experimental Evidence

Author

Listed:
  • Ian Larkin
  • Stephen Leider

Abstract

We investigate how the convexity of a firm's incentives interacts with worker overconfidence to affect sorting decisions and performance. We demonstrate, experimentally, that overconfident employees are more likely to sort into a nonlinear incentive scheme over a linear one, even though this reduces pay for many subjects and despite the presence of clear feedback. Additionally, the linear scheme attracts demotivated, underconfident workers who perform below their ability. Our findings suggest that firms may design incentive schemes that adapt to the behavioral biases of employees to "sort in" ("sort away") attractive (unattractive) employees; such schemes may also reduce a firm's wage bill. (JEL D03, D83, J24, J31, M12)

Suggested Citation

  • Ian Larkin & Stephen Leider, 2012. "Incentive Schemes, Sorting, and Behavioral Biases of Employees: Experimental Evidence," American Economic Journal: Microeconomics, American Economic Association, vol. 4(2), pages 184-214, May.
  • Handle: RePEc:aea:aejmic:v:4:y:2012:i:2:p:184-214
    Note: DOI: 10.1257/mic.4.2.184
    as

    Download full text from publisher

    File URL: http://www.aeaweb.org/articles.php?doi=10.1257/mic.4.2.184
    Download Restriction: no

    File URL: http://www.aeaweb.org/aej/mic/data/2010-0157_data.zip
    Download Restriction: no

    File URL: http://www.aeaweb.org/aej/mic/app/2010-0157_app.pdf
    Download Restriction: Access to full text is restricted to AEA members and institutional subscribers.
    ---><---

    References listed on IDEAS

    as
    1. Oster Sharon M. & Scott Morton Fiona M., 2005. "Behavioral Biases Meet the Market: The Case of Magazine Subscription Prices," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-32, March.
    2. Moore, Don A. & Cain, Daylian M., 2007. "Overconfidence and underconfidence: When and why people underestimate (and overestimate) the competition," Organizational Behavior and Human Decision Processes, Elsevier, vol. 103(2), pages 197-213, July.
    3. Thomas Dohmen & Armin Falk, 2011. "Performance Pay and Multidimensional Sorting: Productivity, Preferences, and Gender," American Economic Review, American Economic Association, vol. 101(2), pages 556-590, April.
    4. Nekby, Lena & Thoursie, Peter Skogman & Vahtrik, Lars, 2008. "Gender and self-selection into a competitive environment: Are women more overconfident than men?," Economics Letters, Elsevier, vol. 100(3), pages 405-407, September.
    5. Busenitz, Lowell W. & Barney, Jay B., 1997. "Differences between entrepreneurs and managers in large organizations: Biases and heuristics in strategic decision-making," Journal of Business Venturing, Elsevier, vol. 12(1), pages 9-30, January.
    6. Malmendier, Ulrike & Tate, Geoffrey, 2008. "Who makes acquisitions? CEO overconfidence and the market's reaction," Journal of Financial Economics, Elsevier, vol. 89(1), pages 20-43, July.
    7. Ernst Fehr & Armin Falk, 1999. "Wage Rigidity in a Competitive Incomplete Contract Market," Journal of Political Economy, University of Chicago Press, vol. 107(1), pages 106-134, February.
    8. 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.
    9. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    10. Paul Oyer, 1998. "Fiscal Year Ends and Nonlinear Incentive Contracts: The Effect on Business Seasonality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 149-185.
    11. Klayman, Joshua & Soll, Jack B. & Gonzalez-Vallejo, Claudia & Barlas, Sema, 1999. "Overconfidence: It Depends on How, What, and Whom You Ask, , , , , , , , ," Organizational Behavior and Human Decision Processes, Elsevier, vol. 79(3), pages 216-247, September.
    12. Michael D. Grubb, 2009. "Selling to Overconfident Consumers," American Economic Review, American Economic Association, vol. 99(5), pages 1770-1807, December.
    13. Stefano DellaVigna & Ulrike Malmendier, 2006. "Paying Not to Go to the Gym," American Economic Review, American Economic Association, vol. 96(3), pages 694-719, June.
    14. Ernst Fehr & Simon Gaechter, "undated". "Do Incentive Contracts Crowd out Voluntary Cooperation?," IEW - Working Papers 034, Institute for Empirical Research in Economics - University of Zurich.
    15. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    16. Anja Sautmann, 2011. "Contracts for Agents with Biased Beliefs: Some Theory and an Experiment," Working Papers 2011-10, Brown University, Department of Economics.
    17. Dan Lovallo & Colin Camerer, 1999. "Overconfidence and Excess Entry: An Experimental Approach," American Economic Review, American Economic Association, vol. 89(1), pages 306-318, March.
    18. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    Full references (including those not matched with items on IDEAS)

    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. Avi Goldfarb & Teck-Hua Ho & Wilfred Amaldoss & Alexander Brown & Yan Chen & Tony Cui & Alberto Galasso & Tanjim Hossain & Ming Hsu & Noah Lim & Mo Xiao & Botao Yang, 2012. "Behavioral models of managerial decision-making," Marketing Letters, Springer, vol. 23(2), pages 405-421, June.
    2. Danz, David, 2020. "Never underestimate your opponent: Hindsight bias causes overplacement and overentry into competition," Games and Economic Behavior, Elsevier, vol. 124(C), pages 588-603.
    3. Carmen Thoma, 2016. "Under- versus overconfidence: an experiment on how others perceive a biased self-assessment," Experimental Economics, Springer;Economic Science Association, vol. 19(1), pages 218-239, March.
    4. Gary Charness & Aldo Rustichini & Jeroen van de Ven, 2011. "Self-Confidence and Strategic Deterrence," Tinbergen Institute Discussion Papers 11-151/1, Tinbergen Institute.
    5. Danková, Katarína & Servátka, Maroš, 2019. "Gender robustness of overconfidence and excess entry," Journal of Economic Psychology, Elsevier, vol. 72(C), pages 179-199.
    6. Maria De Paola & Francesca Gioia & Vincenzo Scoppa, 2013. "Overconfidence, Omens And Emotions: Results From A Field Experiment," Working Papers 201303, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
    7. Bradler, Christiane, 2015. "How creative are you? An experimental study on self-selection in a competitive incentive scheme for creative performance," ZEW Discussion Papers 15-021, ZEW - Leibniz Centre for European Economic Research.
    8. Kris Hardies & Diane Breesch & Joël Branson, 2011. "Male and female auditors' overconfidence," Managerial Auditing Journal, Emerald Group Publishing, vol. 27(1), pages 105-118, November.
    9. Katharina Dowling & Lucas Stich & Martin Spann, 2021. "An experimental analysis of overconfidence in tariff choice," Review of Managerial Science, Springer, vol. 15(8), pages 2275-2297, November.
    10. Thoma, Carmen, 2013. "Is Underconfidence Favored over Overconfidence? An Experiment on the Perception of a Biased Self-Assessment," Discussion Papers in Economics 17460, University of Munich, Department of Economics.
    11. De Paola, Maria & Gioia, Francesca & Scoppa, Vincenzo, 2014. "Overconfidence, omens and gender heterogeneity: Results from a field experiment," Journal of Economic Psychology, Elsevier, vol. 45(C), pages 237-252.
    12. Ludwig, Sandra & Fellner-Röhling, Gerlinde & Thoma, Carmen, 2017. "Do women have more shame than men? An experiment on self-assessment and the shame of overestimating oneself," European Economic Review, Elsevier, vol. 92(C), pages 31-46.
    13. Herz, Holger & Schunk, Daniel & Zehnder, Christian, 2014. "How do judgmental overconfidence and overoptimism shape innovative activity?," Games and Economic Behavior, Elsevier, vol. 83(C), pages 1-23.
    14. Jonathan F Schulz & Christian Thöni, 2016. "Overconfidence and Career Choice," PLOS ONE, Public Library of Science, vol. 11(1), pages 1-8, January.
    15. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    16. Mara Ewers & Florian Zimmermann, 2015. "Image And Misreporting," Journal of the European Economic Association, European Economic Association, vol. 13(2), pages 363-380, April.
    17. Simon, Mark & Shrader, Rodney C., 2012. "Entrepreneurial actions and optimistic overconfidence: The role of motivated reasoning in new product introductions," Journal of Business Venturing, Elsevier, vol. 27(3), pages 291-309.
    18. David Masclet & Emmanuel Peterle & Sophie Larribeau, 2012. "Gender Differences in Competitive and Non Competitive Environments: An Experimental Evidence," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 201236, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    19. Kai Barron & Christina Gravert, 2022. "Confidence and Career Choices: An Experiment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(1), pages 35-68, January.
    20. Glenn Dutcher & Daniela Glätzle-Rützler & Dmitry Ryvkin, 2016. "Don't hate the player, hate the game: Uncovering the foundations of cheating in contests," Working Papers 2016-29, Faculty of Economics and Statistics, Universität Innsbruck.

    More about this item

    JEL classification:

    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • M12 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Personnel Management; Executives; Executive Compensation

    Lists

    This item is featured on the following reading lists, Wikipedia, or ReplicationWiki pages:
    1. Incentive Schemes, Sorting, and Behavioral Biases of Employees: Experimental Evidence (AEJ:MI 2012) in ReplicationWiki

    Statistics

    Access and download statistics

    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:aea:aejmic:v:4:y:2012:i:2:p:184-214. 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: Michael P. Albert (email available below). General contact details of provider: https://edirc.repec.org/data/aeaaaea.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.