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Experimentation in Organizations

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  • Sofia Moroni

Abstract

We consider a moral hazard problem in which a principal provides incentives to a team ofagents to work on a risky project. The project consists of two milestones of unknown feasibility.While working unsuccessfully, the agents’ private beliefs regarding the feasibility of theproject decline. This learning requires the principal to provide rents to prevent the agents fromprocrastinating and free-riding on others’ discoveries. To reduce these rents the principal stopsthe project inefficiently early and gives identical agents asymmetric experimentation assignments.The principal prefers to reward agents with better contract terms or task assignmentsrather than monetary bonuses.

Suggested Citation

  • Sofia Moroni, 2019. "Experimentation in Organizations," Working Paper 6631, Department of Economics, University of Pittsburgh.
  • Handle: RePEc:pit:wpaper:6631
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    as
    1. Alchian, Armen A & Demsetz, Harold, 1972. "Production , Information Costs, and Economic Organization," American Economic Review, American Economic Association, vol. 62(5), pages 777-795, December.
    2. Nicolas Klein & Sven Rady, 2011. "Negatively Correlated Bandits," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(2), pages 693-732.
    3. repec:bla:jfinan:v:43:y:1988:i:3:p:593-616 is not listed on IDEAS
    4. Nancy Gallini & Suzanne Scotchmer, 2002. "Intellectual Property: When Is It the Best Incentive System?," NBER Chapters, in: Innovation Policy and the Economy, Volume 2, pages 51-78, National Bureau of Economic Research, Inc.
    5. Florian Ederer & Gustavo Manso, 2013. "Is Pay for Performance Detrimental to Innovation?," Management Science, INFORMS, vol. 59(7), pages 1496-1513, July.
    6. Johannes Hörner & Larry Samuelson, 2013. "Incentives for experimenting agents," RAND Journal of Economics, RAND Corporation, vol. 44(4), pages 632-663, December.
    7. Emir Kamenica & Matthew Gentzkow, 2011. "Bayesian Persuasion," American Economic Review, American Economic Association, vol. 101(6), pages 2590-2615, October.
    8. George Baker & Michael Gibbs & Bengt Holmstrom, 1994. "The Wage Policy of a Firm," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 921-955.
    9. Kahn, Lisa B., 2010. "The long-term labor market consequences of graduating from college in a bad economy," Labour Economics, Elsevier, vol. 17(2), pages 303-316, April.
    10. Arthur Campbell & Florian Ederer & Johannes Spinnewijn, 2014. "Delay and Deadlines: Freeriding and Information Revelation in Partnerships," American Economic Journal: Microeconomics, American Economic Association, vol. 6(2), pages 163-204, May.
    11. Michael Kremer, 2001. "Creating Markets for New Vaccines - Part II: Design Issues," NBER Chapters, in: Innovation Policy and the Economy, Volume 1, pages 73-118, National Bureau of Economic Research, Inc.
    12. Godfrey Keller & Sven Rady & Martin Cripps, 2005. "Strategic Experimentation with Exponential Bandits," Econometrica, Econometric Society, vol. 73(1), pages 39-68, January.
    13. Philippe Aghion & Jean Tirole, 1994. "The Management of Innovation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 1185-1209.
    14. George Georgiadis, 2015. "Projects and Team Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 187-218.
    15. Bengt Holmstrom, 1979. "Moral Hazard and Observability," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 74-91, Spring.
    16. Bergemann, Dirk & Valimaki, Juuso, 1996. "Learning and Strategic Pricing," Econometrica, Econometric Society, vol. 64(5), pages 1125-1149, September.
    17. George Georgiadis & Steven A. Lippman & Christopher S. Tang, 2014. "Project design with limited commitment and teams," RAND Journal of Economics, RAND Corporation, vol. 45(3), pages 598-623, September.
    18. Bergemann, Dirk & Hege, Ulrich, 1998. "Venture capital financing, moral hazard, and learning," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 703-735, August.
    19. , & ,, 2010. "Strategic experimentation with Poisson bandits," Theoretical Economics, Econometric Society, vol. 5(2), May.
    20. Léonard,Daniel & Long,Ngo van, 1992. "Optimal Control Theory and Static Optimization in Economics," Cambridge Books, Cambridge University Press, number 9780521331586, September.
    21. Alessandro Lizzeri & Margaret A. Meyer & Nicola Persico, 2002. "The Incentive Effects of Interim Performance Evaluations," Penn CARESS Working Papers 592e9328faf6e775bf331e1c0, Penn Economics Department.
    22. Bhaskar, Venkataraman, 2014. "The Ratchet Effect Re-examined: A Learning Perspective," CEPR Discussion Papers 9956, C.E.P.R. Discussion Papers.
    23. Yeon-Koo Che & Seung-Weon Yoo, 2001. "Optimal Incentives for Teams," American Economic Review, American Economic Association, vol. 91(3), pages 525-541, June.
    24. Klein, Nicolas, 2016. "The importance of being honest," Theoretical Economics, Econometric Society, vol. 11(3), September.
    25. Yaping Shan, 2017. "Optimal contracts for research agents," RAND Journal of Economics, RAND Corporation, vol. 48(1), pages 94-124, March.
    26. Canice Prendergast, 1993. "The Role of Promotion in Inducing Specific Human Capital Acquisition," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(2), pages 523-534.
    27. Dearden, James & Ickes, Barry W & Samuelson, Larry, 1990. "To Innovate or Not to Innovate: Incentives and Innovation in Hierarchies," American Economic Review, American Economic Association, vol. 80(5), pages 1105-1124, December.
    28. Acemoglu, Daron & F. Newman, Andrew, 2002. "The labor market and corporate structure," European Economic Review, Elsevier, vol. 46(10), pages 1733-1756, December.
    29. repec:cwl:cwldpp:1726rrr is not listed on IDEAS
    30. repec:cwl:cwldpp:1726rr is not listed on IDEAS
    31. Baker, G.P. & Jensen, M.C. & Murphy, K.J., 1988. "Compensation And Incentives: Practice Vs. Theory," Papers 88-05, Rochester, Business - Managerial Economics Research Center.
    32. Beaudry, Paul & DiNardo, John, 1991. "The Effect of Implicit Contracts on the Movement of Wages over the Business Cycle: Evidence from Micro Data," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 665-688, August.
    33. Gibbons, Robert & Waldman, Michael, 1999. "Careers in organizations: Theory and evidence," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 36, pages 2373-2437, Elsevier.
    34. Fairburn, James A. & Malcomson, James M., 1994. "Rewarding performance by promotion to a different job," European Economic Review, Elsevier, vol. 38(3-4), pages 683-690, April.
    35. Shapiro, Carl & Stiglitz, Joseph E, 1984. "Equilibrium Unemployment as a Worker Discipline Device," American Economic Review, American Economic Association, vol. 74(3), pages 433-444, June.
    36. Mason, Robin & Välimäki, Juuso, 2008. "Dynamic Moral Hazard and Project Completion," CEPR Discussion Papers 6857, C.E.P.R. Discussion Papers.
    37. Zehao Hu, 2014. "Financing Innovation with Unobserved Progress," PIER Working Paper Archive 15-002, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
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