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Optimal contract for outsourcing information acquisition

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  • Choi, Jin Hyuk
  • Han, Kookyoung

Abstract

We consider how a principal can optimally outsource information acquisition to an agent in a dynamic environment when the principal can observe neither the agent’s effort of collecting information nor signal realizations. Neither initial transaction nor interim payments are allowed to prevent the principal from effectively delegating her decision to the agent. Focusing on scoring rules, we find a contract that allows the principal to achieve the first best: the principal can induce the agent not only to exert effort but also to report a right belief at the right time.

Suggested Citation

  • Choi, Jin Hyuk & Han, Kookyoung, 2020. "Optimal contract for outsourcing information acquisition," Economics Letters, Elsevier, vol. 195(C).
  • Handle: RePEc:eee:ecolet:v:195:y:2020:i:c:s0165176520302755
    DOI: 10.1016/j.econlet.2020.109443
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    References listed on IDEAS

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    1. Qu, Xiangyu, 2012. "A mechanism for eliciting a probability distribution," Economics Letters, Elsevier, vol. 115(3), pages 399-400.
    2. Patrick Bolton & Christopher Harris, 1999. "Strategic Experimentation," Econometrica, Econometric Society, vol. 67(2), pages 349-374, March.
    3. Edi Karni, 2009. "A Mechanism for Eliciting Probabilities," Econometrica, Econometric Society, vol. 77(2), pages 603-606, March.
    4. Tanjim Hossain & Ryo Okui, 2013. "The Binarized Scoring Rule," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(3), pages 984-1001.
    5. 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.
    6. Gneiting, Tilmann & Raftery, Adrian E., 2007. "Strictly Proper Scoring Rules, Prediction, and Estimation," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 359-378, March.
    7. Carroll, Gabriel, 2019. "Robust incentives for information acquisition," Journal of Economic Theory, Elsevier, vol. 181(C), pages 382-420.
    8. Chade, Hector & Kovrijnykh, Natalia, 2016. "Delegated information acquisition with moral hazard," Journal of Economic Theory, Elsevier, vol. 162(C), pages 55-92.
    9. 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.
    10. Yingni Guo, 2016. "Dynamic Delegation of Experimentation," American Economic Review, American Economic Association, vol. 106(8), pages 1969-2008, August.
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    Cited by:

    1. Jin Hyuk Choi & Kookyoung Han, 2023. "Delegation of information acquisition, information asymmetry, and outside option," International Journal of Game Theory, Springer;Game Theory Society, vol. 52(3), pages 833-860, September.

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    More about this item

    Keywords

    Information acquisition; Optimal contract; Optimal stopping; Private observation;
    All these keywords.

    JEL classification:

    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

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