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Dynamic Contracting for Innovation Under Ambiguity

Author

Listed:
  • Swagata Bhattacharjee

    (Ashoka University)

Abstract
Outsourcing of research is commonly observed in knowledge-intensive industries e.g. biotech. We model innovation as an ambiguous stochastic process, and assume that the commercial firms are more ambiguity averse than the research labs. We characterize the optimal sequence of short-term contracts governing innovation, and show how it facilitates ambiguity sharing. The firm's ambiguity aversion mitigates the dynamic moral hazard problem, resulting in monotonically decreasing investment and prevents equilibrium delay. However, compared to an ambiguity-neutral policymaker's benchmark, the research alliance stops experimenting earlier, and may liquidate the project even after being patented; even redesigning patent laws cannot solve both of the problems.

Suggested Citation

  • Swagata Bhattacharjee, 2019. "Dynamic Contracting for Innovation Under Ambiguity," Working Papers 15, Ashoka University, Department of Economics, revised 02 Aug 2019.
  • Handle: RePEc:ash:wpaper:15
    as

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    File URL: https://dp.ashoka.edu.in/ash/wpaper/paper15_0.pdf
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    References listed on IDEAS

    as
    1. Gustavo Manso, 2011. "Motivating Innovation," Journal of Finance, American Finance Association, vol. 66(5), pages 1823-1860, October.
    2. Johanna Etner & Meglena Jeleva & Jean‐Marc Tallon, 2012. "Decision Theory Under Ambiguity," Journal of Economic Surveys, Wiley Blackwell, vol. 26(2), pages 234-270, April.
    3. Dirk Bergemann & Alessandro Pavan, 2015. "Introduction to JET Symposium Issue on "Dynamic Contracts and Mechanism Design"," Cowles Foundation Discussion Papers 2016, Cowles Foundation for Research in Economics, Yale University.
    4. Klibanoff, Peter & Marinacci, Massimo & Mukerji, Sujoy, 2009. "Recursive smooth ambiguity preferences," Journal of Economic Theory, Elsevier, vol. 144(3), pages 930-976, May.
    5. Leonard J. Mirman & Thomas D. Jeitschko & Egas Salgueiro, 2002. "The simple analytics of information and experimentation in dynamic agency," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 19(3), pages 549-570.
    6. 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.
    7. 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.
    8. Maccheroni, Fabio & Marinacci, Massimo & Rustichini, Aldo, 2006. "Dynamic variational preferences," Journal of Economic Theory, Elsevier, vol. 128(1), pages 4-44, May.
    9. Tobias Adrian & Mark M. Westerfield, 2009. "Disagreement and Learning in a Dynamic Contracting Model," The Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 3873-3906, October.
    10. Zhiguo He & Bin Wei & Jianfeng Yu & Feng Gao, 2017. "Optimal Long-Term Contracting with Learning," The Review of Financial Studies, Society for Financial Studies, vol. 30(6), pages 2006-2065.
    11. Josh Lerner & Ulrike Malmendier, 2010. "Contractibility and the Design of Research Agreements," American Economic Review, American Economic Association, vol. 100(1), pages 214-246, March.
    12. Peter M. Demarzo & Yuliy Sannikov, 2017. "Learning, Termination, and Payout Policy in Dynamic Incentive Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 182-236.
    13. ,, 2011. "Dynamic choice under ambiguity," Theoretical Economics, Econometric Society, vol. 6(3), September.
    14. Yuliy Sannikov, 2008. "A Continuous-Time Version of the Principal-Agent Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 957-984.
    15. Johannes Hörner & Larry Samuelson, 2013. "Incentives for experimenting agents," RAND Journal of Economics, RAND Corporation, vol. 44(4), pages 632-663, December.
    16. Godfrey Keller & Sven Rady & Martin Cripps, 2005. "Strategic Experimentation with Exponential Bandits," Econometrica, Econometric Society, vol. 73(1), pages 39-68, January.
    17. Dumav, Martin & Stinchcombe, Maxwell B., 2014. "The von Neumann/Morgenstern approach to ambiguity," Center for Mathematical Economics Working Papers 480, Center for Mathematical Economics, Bielefeld University.
    18. Garlappi, Lorenzo & Giammarino, Ron & Lazrak, Ali, 2017. "Ambiguity and the corporation: Group disagreement and underinvestment," Journal of Financial Economics, Elsevier, vol. 125(3), pages 417-433.
    19. repec:cwl:cwldpp:1726rrr is not listed on IDEAS
    20. Larry G. Epstein & Martin Schneider, 2007. "Learning Under Ambiguity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(4), pages 1275-1303.
    21. Florian Ederer & Gustavo Manso, 2013. "Is Pay for Performance Detrimental to Innovation?," Management Science, INFORMS, vol. 59(7), pages 1496-1513, July.
    22. repec:cwl:cwldpp:1726rr is not listed on IDEAS
    23. repec:oup:restud:v:84:y::i:1:p:182-236. is not listed on IDEAS
    24. Poblete, Joaquín & Spulber, Daniel, 2017. "Managing innovation: Optimal incentive contracts for delegated R&D with double moral hazard," European Economic Review, Elsevier, vol. 95(C), pages 38-61.
    25. Gilboa, Itzhak & Schmeidler, David, 1989. "Maxmin expected utility with non-unique prior," Journal of Mathematical Economics, Elsevier, vol. 18(2), pages 141-153, April.
    26. Bhaskar, Venkataraman, 2012. "Dynamic Moral Hazard, Learning and Belief Manipulation," CEPR Discussion Papers 8948, C.E.P.R. Discussion Papers.
    27. Machina, Mark J & Schmeidler, David, 1992. "A More Robust Definition of Subjective Probability," Econometrica, Econometric Society, vol. 60(4), pages 745-780, July.
    28. repec:hal:pseose:halshs-00643580 is not listed on IDEAS
    29. Bergemann, Dirk & Pavan, Alessandro, 2015. "Introduction to Symposium on Dynamic Contracts and Mechanism Design," Journal of Economic Theory, Elsevier, vol. 159(PB), pages 679-701.
    30. Brett Green & Curtis R. Taylor, 2016. "Breakthroughs, Deadlines, and Self-Reported Progress: Contracting for Multistage Projects," American Economic Review, American Economic Association, vol. 106(12), pages 3660-3699, December.
    31. Baker, George P. & Gibbons, Robert & Murphy, Kevin J., 2008. "Strategic alliances: Bridges between "islands of conscious power"," Journal of the Japanese and International Economies, Elsevier, vol. 22(2), pages 146-163, June.
    32. 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.
    33. Massimiliano Amarante & Mario Ghossoub & Edmund Phelps, 2012. "Contracting for Innovation under Knightian Uncertainty," Cahiers de recherche 18-2012, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    34. Marie-Louise Vierø, 2012. "Contracting in Vague Environments," American Economic Journal: Microeconomics, American Economic Association, vol. 4(2), pages 104-130, May.
    35. Martin Szydlowski, 2012. "Ambiguity in Dynamic Contracts," Discussion Papers 1543, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    36. Epstein, Larry G. & Schneider, Martin, 2003. "Recursive multiple-priors," Journal of Economic Theory, Elsevier, vol. 113(1), pages 1-31, November.
    37. Sujoy Mukerji & Jean-Marc Tallon & EUREQua & CNRS - Universite Paris I., 2003. "An overview of economic applications of David Schmeidler`s models of decision making under uncertainty," Economics Series Working Papers 165, University of Oxford, Department of Economics.
    38. Mark J. Machina, 2014. "Ambiguity Aversion with Three or More Outcomes," American Economic Review, American Economic Association, vol. 104(12), pages 3814-3840, December.
    39. Garrett, Daniel F., 2014. "Robustness of simple menus of contracts in cost-based procurement," Games and Economic Behavior, Elsevier, vol. 87(C), pages 631-641.
    40. Johanna Etner & Meglena Jeleva & Jean-Marc Tallon, 2009. "Decision theory under uncertainty," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00429573, HAL.
    41. Robin Mason & Juuso Välimäki, 2015. "Getting It Done: Dynamic Incentives To Complete A Project," Journal of the European Economic Association, European Economic Association, vol. 13(1), pages 62-97, February.
    42. Hagedoorn, John & Schakenraad, Jos, 1992. "Leading companies and networks of strategic alliances in information technologies," Research Policy, Elsevier, vol. 21(2), pages 163-190, April.
    43. Gabriel Carroll, 2015. "Robustness and Linear Contracts," American Economic Review, American Economic Association, vol. 105(2), pages 536-563, February.
    44. Lopomo, Giuseppe & Rigotti, Luca & Shannon, Chris, 2011. "Knightian uncertainty and moral hazard," Journal of Economic Theory, Elsevier, vol. 146(3), pages 1148-1172, May.
    45. Mukerji, Sujoy, 1998. "Ambiguity Aversion and Incompleteness of Contractual Form," American Economic Review, American Economic Association, vol. 88(5), pages 1207-1231, December.
    46. Marina Halac & Navin Kartik & Qingmin Liu, 2016. "Optimal Contracts for Experimentation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(3), pages 1040-1091.
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    More about this item

    Keywords

    Ambiguity;

    JEL classification:

    • D86 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Economics of Contract Law
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • L24 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Contracting Out; Joint Ventures
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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