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Incentives for experimenting agents

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  • Johannes Hörner
  • Larry Samuelson

Abstract

type="main"> We examine a repeated interaction between an agent who undertakes experiments and a principal who provides the requisite funding. A dynamic agency cost arises—the more lucrative the agent's stream of rents following a failure, the more costly are current incentives, giving the principal a motivation to reduce the project's continuation value. We characterize the set of recursive Markov equilibria. Efficient equilibria front-load the agent's effort, inducing maximum experimentation over an initial period, until switching to the worst possible continuation equilibrium. The initial phase concentrates effort near the beginning, when most valuable, whereas the switch attenuates the dynamic agency cost.

Suggested Citation

  • Johannes Hörner & Larry Samuelson, 2013. "Incentives for experimenting agents," RAND Journal of Economics, RAND Corporation, vol. 44(4), pages 632-663, December.
  • Handle: RePEc:bla:randje:v:44:y:2013:i:4:p:632-663
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    File URL: http://hdl.handle.net/10.1111/1756-2171.12039
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    1. Dirk Bergemann & Ulrigh Hege, 2005. "The Financing of Innovation: Learning and Stopping," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 719-752, Winter.
    2. Dirk Bergemann & Ulrich Hege & Liang Peng, 2008. "Venture Capital and Sequential Investments," Cowles Foundation Discussion Papers 1682R2, Cowles Foundation for Research in Economics, Yale University, revised Oct 2009.
    3. Gustavo Manso, 2011. "Motivating Innovation," Journal of Finance, American Finance Association, vol. 66(5), pages 1823-1860, October.
    4. , & ,, 2012. "A principal-agent model of sequential testing," Theoretical Economics, Econometric Society, vol. 7(3), September.
    5. Patrick Bolton & Mathias Dewatripont, 2005. "Contract Theory," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262025760, December.
    6. Paul Gompers & Josh Lerner, 2001. "The Venture Capital Revolution," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 145-168, Spring.
    7. 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.
    8. Denis, Diane K. & Shome, Dilip K., 2005. "An empirical investigation of corporate asset downsizing," Journal of Corporate Finance, Elsevier, vol. 11(3), pages 427-448, June.
    9. Bruno Biais & Thomas Mariotti & Guillaume Plantin & Jean-Charles Rochet, 2007. "Dynamic Security Design: Convergence to Continuous Time and Asset Pricing Implications," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 345-390.
    10. Rochet, Jean Charles & Biais, Bruno & Mariotti, Thomas & Plantin, Guillaume, 2004. "Dynamic Security Design," CEPR Discussion Papers 4753, C.E.P.R. Discussion Papers.
    11. Peeters, Carine & Pottelsberghe de la Potterie, Bruno van, 2003. "Measuring Innovation Competencies and Performances: A Survey of Large Firms in Belgium," IIR Working Paper 03-16, Institute of Innovation Research, Hitotsubashi University.
    12. Hellwig, Martin F., 1983. "A note on the implementation of rational expectations equilibria," Economics Letters, Elsevier, vol. 11(1-2), pages 1-8.
    13. Drew Fudenberg & Jean Tirole, 1983. "Sequential Bargaining with Incomplete Information," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 50(2), pages 221-247.
    14. Admati, Anat R & Pfleiderer, Paul, 1994. "Robust Financial Contracting and the Role of Venture Capitalists," Journal of Finance, American Finance Association, vol. 49(2), pages 371-402, June.
    15. Steven N. Kaplan & Per Strömberg, 2003. "Financial Contracting Theory Meets the Real World: An Empirical Analysis of Venture Capital Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 281-315.
    16. Doepke, Matthias & Townsend, Robert M., 2006. "Dynamic mechanism design with hidden income and hidden actions," Journal of Economic Theory, Elsevier, vol. 126(1), pages 235-285, January.
    17. Perry Motty & Reny Philip J., 1993. "A Non-cooperative Bargaining Model with Strategically Timed Offers," Journal of Economic Theory, Elsevier, vol. 59(1), pages 50-77, February.
    18. Sahlman, William A., 1990. "The structure and governance of venture-capital organizations," Journal of Financial Economics, Elsevier, vol. 27(2), pages 473-521, October.
    19. Simon, Leo K & Stinchcombe, Maxwell B, 1989. "Extensive Form Games in Continuous Time: Pure Strategies," Econometrica, Econometric Society, vol. 57(5), pages 1171-1214, September.
    20. Bengt Holmstrom, 1979. "Moral Hazard and Observability," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 74-91, Spring.
    21. Patrick Bolton & Christopher Harris, 1999. "Strategic Experimentation," Econometrica, Econometric Society, vol. 67(2), pages 349-374, March.
    22. , & ,, 2010. "Strategic experimentation with Poisson bandits," Theoretical Economics, Econometric Society, vol. 5(2), May.
    23. Boyan Jovanovic & Balàzs Szentes, 2007. "On the Return to Venture Capital," NBER Working Papers 12874, National Bureau of Economic Research, Inc.
    24. Francesca Cornelli & Oved Yosha, 2003. "Stage Financing and the Role of Convertible Securities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(1), pages 1-32.
    25. Gompers, Paul A, 1995. "Optimal Investment, Monitoring, and the Staging of Venture Capital," Journal of Finance, American Finance Association, vol. 50(5), pages 1461-1489, December.
    26. Rothschild, Michael, 1974. "A two-armed bandit theory of market pricing," Journal of Economic Theory, Elsevier, vol. 9(2), pages 185-202, October.
    27. Mason, Robin & Välimäki, Juuso, 2008. "Dynamic Moral Hazard and Project Completion," CEPR Discussion Papers 6857, C.E.P.R. Discussion Papers.
    28. Asher Blass & Oved Yosha, 2003. "Financing R&D in mature companies: An empirical analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(5), pages 425-447.
    29. Bergin, James & MacLeod, W Bentley, 1993. "Continuous Time Repeated Games," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 34(1), pages 21-37, February.
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    More about this item

    JEL classification:

    • D8 - Microeconomics - - Information, Knowledge, and Uncertainty
    • L2 - Industrial Organization - - Firm Objectives, Organization, and Behavior

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