Robust incentives for information acquisition
Gabriel Carroll
Journal of Economic Theory, 2019, vol. 181, issue C, 382-420
Abstract:
A principal needs to make a decision, and contracts with an expert, who can obtain information relevant to the decision by exerting costly effort. The principal can incentivize effort by paying a reward based on the expert's reported information and on the true state of nature, which is revealed ex post. Both parties are financially risk-neutral, and payments are constrained by limited liability. The principal is uncertain about the expert's information acquisition technology: she knows some actions (experiments) that he can take to obtain information, but there may also be other experiments available. The principal seeks robustness to this uncertainty, and so evaluates any incentive contract using a worst-case criterion. Under quite general conditions, we show that the optimal contract is a restricted-investment contract, in which the expert chooses from a subset of the decisions available to the principal, and is then rewarded proportionally to the value of his designated decision in the realized state.
Keywords: Information acquisition; Principal-expert problem; Restricted-investment contract; Robustness; Scoring rules; Worst case (search for similar items in EconPapers)
JEL-codes: D81 D82 D86 (search for similar items in EconPapers)
Date: 2019
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (16)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:jetheo:v:181:y:2019:i:c:p:382-420
DOI: 10.1016/j.jet.2019.03.001
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