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Motivation and incentives in an online labor market

Author

Listed:
  • Sebastian Fest
  • Ola Kvaløy
  • Petra Nieken
  • Anja Schöttner

Abstract

In this paper we present results from a large scale real effort experiment in an online labor market investigating the effect of performance pay and two common leadership techniques: Positive expectations and specific goals. We find that positive expectations have a significant negative effect on quantity - and no effect on quality - irrespective of how the workers are paid. On average, workers who receive positive expectations before they start to work, have a five percent lower output than those who do not. Goal-setting has no significant effect, neither on quantity nor quality. Performance pay, in contrast, has a strong positive effect on quantity, although we find no difference between high and low piece rates. Finally, we find no evidence of a multitask problem. Piece rates have no negative effects on the quality of work, even if it is fully possible for the workers to be less accurate and thereby substituting quality for higher quantity.

Suggested Citation

  • Sebastian Fest & Ola Kvaløy & Petra Nieken & Anja Schöttner, 2019. "Motivation and incentives in an online labor market," CESifo Working Paper Series 7526, CESifo.
  • Handle: RePEc:ces:ceswps:_7526
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    1. 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.
    2. John Horton & David Rand & Richard Zeckhauser, 2011. "The online laboratory: conducting experiments in a real labor market," Experimental Economics, Springer;Economic Science Association, vol. 14(3), pages 399-425, September.
    3. Corgnet, Brice & Gómez-Miñambres, Joaquín & Hernán-González, Roberto, 2018. "Goal setting in the principal–agent model: Weak incentives for strong performance," Games and Economic Behavior, Elsevier, vol. 109(C), pages 311-326.
    4. John Antonakis & Nicolas Bastardoz & Philippe Jacquart & Boas Shamir, 2016. "Charisma : An Ill-Defined and Ill-Measured Gift," Post-Print hal-02313343, HAL.
    5. Stefano DellaVigna & Devin Pope, 2018. "What Motivates Effort? Evidence and Expert Forecasts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(2), pages 1029-1069.
    6. Uri Gneezy & Aldo Rustichini, 2000. "Pay Enough or Don't Pay at All," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 791-810.
    7. Kvaløy, Ola & Schöttner, Anja, 2015. "Incentives to motivate," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 26-42.
    8. Brice Corgnet & Joaquín Gómez-Miñambres & Roberto Hernán-González, 2015. "Goal Setting and Monetary Incentives: When Large Stakes Are Not Enough," Management Science, INFORMS, vol. 61(12), pages 2926-2944, December.
    9. Kässi, Otto & Lehdonvirta, Vili, 2018. "Online labour index: Measuring the online gig economy for policy and research," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 241-248.
    10. Jonathan de Quidt, 2017. "Your Loss is my Gain: A Recruitment Experiment with Framed Incentives," CESifo Working Paper Series 6326, CESifo Group Munich.
    11. John A. List & Fatemeh Momeni, 2017. "When Corporate Social Responsibility Backfires: Theory and Evidence from a Natural Field Experiment," NBER Working Papers 24169, National Bureau of Economic Research, Inc.
    12. Dur, Robert & Non, Arjan & Roelfsema, Hein, 2010. "Reciprocity and incentive pay in the workplace," Journal of Economic Psychology, Elsevier, vol. 31(4), pages 676-686, August.
    13. Boas Shamir & Robert J. House & Michael B. Arthur, 1993. "The Motivational Effects of Charismatic Leadership: A Self-Concept Based Theory," Organization Science, INFORMS, vol. 4(4), pages 577-594, November.
    14. Pokorny, Kathrin, 2008. "Pay--but do not pay too much: An experimental study on the impact of incentives," Journal of Economic Behavior & Organization, Elsevier, vol. 66(2), pages 251-264, May.
    15. Hermalin, Benjamin E, 1998. "Toward an Economic Theory of Leadership: Leading by Example," American Economic Review, American Economic Association, vol. 88(5), pages 1188-1206, December.
    16. Fuhai Hong & Tanjim Hossain & John A. List & Migiwa Tanaka, 2018. "Testing The Theory Of Multitasking: Evidence From A Natural Field Experiment In Chinese Factories," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(2), pages 511-536, May.
    17. Julio Rotemberg & Garth Saloner, 2000. "Visionaries, Managers, and Strategic Direction," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 693-716, Winter.
    18. Chandler, Dana & Kapelner, Adam, 2013. "Breaking monotony with meaning: Motivation in crowdsourcing markets," Journal of Economic Behavior & Organization, Elsevier, vol. 90(C), pages 123-133.
    19. Matthew J C Crump & John V McDonnell & Todd M Gureckis, 2013. "Evaluating Amazon's Mechanical Turk as a Tool for Experimental Behavioral Research," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-18, March.
    20. Holmstrom, Bengt & Milgrom, Paul, 1991. "Multitask Principal-Agent Analyses: Incentive Contracts, Asset Ownership, and Job Design," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 7(0), pages 24-52, Special I.
    21. Tore Ellingsen & Magnus Johannesson, 2008. "Pride and Prejudice: The Human Side of Incentive Theory," American Economic Review, American Economic Association, vol. 98(3), pages 990-1008, June.
    22. Kvaløy, Ola & Nieken, Petra & Schöttner, Anja, 2015. "Hidden benefits of reward: A field experiment on motivation and monetary incentives," European Economic Review, Elsevier, vol. 76(C), pages 188-199.
    23. Michael Kosfeld & Susanne Neckermann & Xiaolan Yang, 2017. "The Effects Of Financial And Recognition Incentives Across Work Contexts: The Role Of Meaning," Economic Inquiry, Western Economic Association International, vol. 55(1), pages 237-247, January.
    24. Edward P. Lazear, 2000. "Performance Pay and Productivity," American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
    25. Bruce Shearer, 2004. "Piece Rates, Fixed Wages and Incentives: Evidence from a Field Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 513-534.
    26. Roland Bénabou & Jean Tirole, 2003. "Intrinsic and Extrinsic Motivation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(3), pages 489-520.
    27. Baker, George P, 1992. "Incentive Contracts and Performance Measurement," Journal of Political Economy, University of Chicago Press, vol. 100(3), pages 598-614, June.
    28. Berinsky, Adam J. & Huber, Gregory A. & Lenz, Gabriel S., 2012. "Evaluating Online Labor Markets for Experimental Research: Amazon.com's Mechanical Turk," Political Analysis, Cambridge University Press, vol. 20(3), pages 351-368, July.
    29. repec:wly:soecon:v:81:3:y:2015:p:538-561 is not listed on IDEAS
    30. repec:cup:judgdm:v:5:y:2010:i:5:p:411-419 is not listed on IDEAS
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    Cited by:

    1. Florian Englmaier & Stefan Grimm & Dominik Grothe & David Schindler & Simeon Schudy, 2021. "The Value of Leadership: Evidence from a Large-Scale Field Experiment," CESifo Working Paper Series 9273, CESifo.
    2. Mylène Lagarde & Duane Blaauw, 2021. "Effects of incentive framing on performance and effort: evidence from a medically framed experiment," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 7(1), pages 33-48, September.

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    More about this item

    Keywords

    non-monetary motivation; performance pay; field experiment;
    All these keywords.

    JEL classification:

    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • M52 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Compensation and Compensation Methods and Their Effects
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods

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