IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v100y2014icp1-19.html
   My bibliography  Save this article

Ambiguous incentives and the persistence of effort: Experimental evidence

Author

Listed:
  • Hogarth, Robin M.
  • Villeval, Marie Claire

Abstract

When the assignment of incentives is uncertain, we study how the regularity and frequency of rewards and risk attitudes influence participation and effort. We contrast three incentive schemes in a real-effort experiment in which individuals decide when to quit: a continuous incentive scheme and two intermittent ones, fixed and random. In all treatments, we introduce a regime shift by withdrawing monetary rewards after the same unknown number of periods. In such an ambiguous environment, we show that less able and more risk averse players are less persistent in effort. Intermittent incentives lead to a greater persistence of effort, while continuous incentives entail exit as soon as payment stops. Randomness increases both earlier and later exiting. This selection effect in terms of ability and risk attitudes combined with the impact of intermittent rewards on persistence lead to an increase in mean performance after the regime shift when incentives are intermittent.

Suggested Citation

  • Hogarth, Robin M. & Villeval, Marie Claire, 2014. "Ambiguous incentives and the persistence of effort: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 100(C), pages 1-19.
  • Handle: RePEc:eee:jeborg:v:100:y:2014:i:c:p:1-19
    DOI: 10.1016/j.jebo.2014.01.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268114000122
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jebo.2014.01.006?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. Colin Camerer & Linda Babcock & George Loewenstein & Richard Thaler, 1997. "Labor Supply of New York City Cabdrivers: One Day at a Time," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 407-441.
    2. Johannes Abeler & Armin Falk & Lorenz Goette & David Huffman, 2011. "Reference Points and Effort Provision," American Economic Review, American Economic Association, vol. 101(2), pages 470-492, April.
    3. Canice Prendergast, 1999. "The Provision of Incentives in Firms," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 7-63, March.
    4. Vincent P. Crawford & Juanjuan Meng, 2011. "New York City Cab Drivers' Labor Supply Revisited: Reference-Dependent Preferences with Rational-Expectations Targets for Hours and Income," American Economic Review, American Economic Association, vol. 101(5), pages 1912-1932, August.
    5. Lorenz Goette & David Huffman & Ernst Fehr, 2004. "Loss Aversion and Labor Supply," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 216-228, 04/05.
    6. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1133-1165.
    7. Eriksson, Tor & Poulsen, Anders & Villeval, Marie Claire, 2009. "Feedback and incentives: Experimental evidence," Labour Economics, Elsevier, vol. 16(6), pages 679-688, December.
    8. Lazear, Edward P., 1990. "The timing of raises and other payments," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 33(1), pages 13-48, January.
    9. Kellner, Christian & Riener, Gerhard, 2014. "The effect of ambiguity aversion on reward scheme choice," Economics Letters, Elsevier, vol. 125(1), pages 134-137.
    10. Colin Camerer & Teck-Hua Ho, 1999. "Experience-weighted Attraction Learning in Normal Form Games," Econometrica, Econometric Society, vol. 67(4), pages 827-874, July.
    11. Bruno Biais & Thomas Mariotti & Jean-Charles Rochet & StÈphane Villeneuve, 2010. "Large Risks, Limited Liability, and Dynamic Moral Hazard," Econometrica, Econometric Society, vol. 78(1), pages 73-118, January.
    12. Florian Ederer & Richard Holden & Margaret Meyer, 2018. "Gaming and strategic opacity in incentive provision," RAND Journal of Economics, RAND Corporation, vol. 49(4), pages 819-854, December.
    13. Botond Koszegi & Matthew Rabin, 2007. "Reference-Dependent Risk Attitudes," American Economic Review, American Economic Association, vol. 97(4), pages 1047-1073, September.
    14. Yoella Bereby-Meyer & Alvin E. Roth, 2006. "The Speed of Learning in Noisy Games: Partial Reinforcement and the Sustainability of Cooperation," American Economic Review, American Economic Association, vol. 96(4), pages 1029-1042, September.
    15. Tustin, R. D. & Morgan, P., 1985. "Choice of reinforcement rates and work rates with concurrent schedules," Journal of Economic Psychology, Elsevier, vol. 6(2), pages 109-141, June.
    16. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
    17. Stefan T. Trautmann & Gijs Kuilen, 2015. "Belief Elicitation: A Horse Race among Truth Serums," Economic Journal, Royal Economic Society, vol. 125(589), pages 2116-2135, December.
    18. Craig R. Fox & Amos Tversky, 1995. "Ambiguity Aversion and Comparative Ignorance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 585-603.
    19. Andrew Caplin & Mark Dean, 2008. "Dopamine, Reward Prediction Error, and Economics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 663-701.
    20. Daniel Zizzo, 2010. "Experimenter demand effects in economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 13(1), pages 75-98, March.
    21. Greiner, Ben, 2004. "An Online Recruitment System for Economic Experiments," MPRA Paper 13513, University Library of Munich, Germany.
    22. Götte, Lorenz & Huffman, David B., 2006. "Incentives and the Allocation of Effort Over Time: The Joint Role of Affective and Cognitive Decision Making," IZA Discussion Papers 2400, Institute of Labor Economics (IZA).
    23. Edward P. Lazear, 2006. "Speeding, Terrorism, and Teaching to the Test," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 1029-1061.
    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. Brice Corgnet & Simon Gaechter & Roberto Hernan Gonzalez, 2020. "Working Too Much for Too Little: Stochastic Rewards Cause Work Addiction," Discussion Papers 2020-03, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    2. Cosaert, Sam & Lefebvre, Mathieu & Martin, Ludivine, 2022. "Are preferences for work reference dependent or time nonseparable? New experimental evidence," European Economic Review, Elsevier, vol. 148(C).
    3. Carpenter, Jeffrey & Hans Matthews, Peter & Robbett, Andrea, 2017. "Compensating differentials in experimental labor markets," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 69(C), pages 50-60.
    4. Marco Fabbri & Paolo Nicola Barbieri & Maria Bigoni, 2019. "Ride Your Luck! A Field Experiment on Lottery-Based Incentives for Compliance," Management Science, INFORMS, vol. 65(9), pages 4336-4348, September.
    5. Fairley, Kim & Sanfey, Alan & Vyrastekova, Jana & Weitzel, Utz, 2016. "Trust and risk revisited," Journal of Economic Psychology, Elsevier, vol. 57(C), pages 74-85.
    6. Fairley, Kim & Sanfey, Alan G., 2020. "The role of demographics on adolescents’ preferences for risk, ambiguity, and prudence," Journal of Economic Behavior & Organization, Elsevier, vol. 179(C), pages 784-796.
    7. Arad, Ayala & Gneezy, Uri & Mograbi, Eli, 2023. "Intermittent incentives to encourage exercising in the long run," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 560-573.
    8. You, Qidong & Guo, Jianbin & Zeng, Shengkui & Che, Haiyang, 2024. "A dynamic Bayesian network based reliability assessment method for short-term multi-round situation awareness considering round dependencies," Reliability Engineering and System Safety, Elsevier, vol. 243(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. Sloof, Randolph & van Praag, C. Mirjam, 2010. "The effect of noise in a performance measure on work motivation: A real effort laboratory experiment," Labour Economics, Elsevier, vol. 17(5), pages 751-765, October.
    2. Axel Ockenfels & Dirk Sliwka & Peter Werner, 2015. "Bonus Payments and Reference Point Violations," Management Science, INFORMS, vol. 61(7), pages 1496-1513, July.
    3. Doerrenberg, Philipp & Duncan, Denvil & Löffler, Max, 2023. "Asymmetric labor-supply responses to wage changes: Experimental evidence from an online labor market," Labour Economics, Elsevier, vol. 81(C).
    4. Dohmen, Thomas, 2014. "Behavioral labor economics: Advances and future directions," Labour Economics, Elsevier, vol. 30(C), pages 71-85.
    5. Björn Bartling & Leif Brandes & Daniel Schunk, 2015. "Expectations as Reference Points: Field Evidence from Professional Soccer," Management Science, INFORMS, vol. 61(11), pages 2646-2661, November.
    6. Brice Corgnet & Roberto Hernán-González, 2019. "Revisiting the Trade-off Between Risk and Incentives: The Shocking Effect of Random Shocks?," Management Science, INFORMS, vol. 65(3), pages 1096-1114, March.
    7. Chang, Tom & Gross, Tal, 2014. "How many pears would a pear packer pack if a pear packer could pack pears at quasi-exogenously varying piece rates?," Journal of Economic Behavior & Organization, Elsevier, vol. 99(C), pages 1-17.
    8. Cosaert, Sam & Lefebvre, Mathieu & Martin, Ludivine, 2022. "Are preferences for work reference dependent or time nonseparable? New experimental evidence," European Economic Review, Elsevier, vol. 148(C).
    9. Eil, David & Lien, Jaimie W., 2014. "Staying ahead and getting even: Risk attitudes of experienced poker players," Games and Economic Behavior, Elsevier, vol. 87(C), pages 50-69.
    10. Björn Bartling & Leif Brandes & Daniel Schunk, 2012. "Expectations as reference points: field evidence from experienced subjects in a competitive, high-stakes environment," ECON - Working Papers 073, Department of Economics - University of Zurich.
    11. Hsiaw, Alice, 2018. "Goal bracketing and self-control," Games and Economic Behavior, Elsevier, vol. 111(C), pages 100-121.
    12. Jonathan de Quidt, 2018. "Your Loss Is My Gain: A Recruitment Experiment with Framed Incentives," Journal of the European Economic Association, European Economic Association, vol. 16(2), pages 522-559.
    13. González-Jiménez, Víctor, 2024. "Incentive design for reference-dependent preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 221(C), pages 493-518.
    14. Florian Zimmermann, 2015. "Clumped or Piecewise? Evidence on Preferences for Information," Management Science, INFORMS, vol. 61(4), pages 740-753, April.
    15. Zhihua Li & Songfa Zhong, 2023. "Reference Dependence in Intertemporal Preference," Management Science, INFORMS, vol. 69(1), pages 475-490, January.
    16. Alex Markle & George Wu & Rebecca White & Aaron Sackett, 2018. "Goals as reference points in marathon running: A novel test of reference dependence," Journal of Risk and Uncertainty, Springer, vol. 56(1), pages 19-50, February.
    17. Kohei Daido & Takeshi Murooka, 2016. "Team Incentives and Reference‐Dependent Preferences," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 25(4), pages 958-989, December.
    18. Sebastian Goerg & Sebastian Kube, 2012. "Goals (th)at Work – Goals, Monetary Incentives, and Workers’ Performance," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2012_19, Max Planck Institute for Research on Collective Goods.
    19. Dertwinkel-Kalt, Markus & Köster, Mats, 2017. "Salient compromises in the newsvendor game," Journal of Economic Behavior & Organization, Elsevier, vol. 141(C), pages 301-315.
    20. de Quidt, Jonathan, 2014. "Your loss is my gain: a recruitment experiment with framed incentives," LSE Research Online Documents on Economics 58208, London School of Economics and Political Science, LSE Library.

    More about this item

    Keywords

    Incentives; Intermittent reinforcement; Randomness; Effort; Quitting; Learning; Experiment;
    All these keywords.

    JEL classification:

    • C92 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Group Behavior
    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
    • M54 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Labor Management
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:eee:jeborg:v:100:y:2014:i:c:p:1-19. 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/jebo .

    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.