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We show that in delegation problems, a principal benefits from belief misalignment vis-\`a-vis an agent when the latter can flexibly acquire costly information. The agent optimally succumbs to confirmatory learning, leading him to favor the…

理论经济学 · 经济学 2025-07-30 Pavel Ilinov , Andrei Matveenko , Maxim Senkov , Egor Starkov

Decision-makers in high-stakes selection processes often face a fundamental choice: whether to make decisions themselves or to delegate authority to another entity whose incentives may only be partially aligned with their own. Such…

计算机与社会 · 计算机科学 2026-01-16 Benjamin Fish , Diptangshu Sen , Juba Ziani

I study a principal-agent model in which a principal hires an agent to collect information about an unknown continuous state. The agent acquires a signal whose distribution is centered around the state, controlling the signal's precision at…

理论经济学 · 经济学 2026-05-05 Fan Wu

A principal designs an algorithm that generates a publicly observable prediction of a binary state. She must decide whether to act directly based on the prediction or to delegate the decision to an agent with private information but…

理论经济学 · 经济学 2024-02-22 Ruqing Xu

This paper studies delegation in a model of discrete choice. In the delegation problem, an uninformed principal must consult an informed agent to make a decision. Both the agent and principal have preferences over the decided-upon action…

计算机科学与博弈论 · 计算机科学 2024-06-25 Ali Khodabakhsh , Emmanouil Pountourakis , Samuel Taggart

In this paper, we study axiomatic foundations of Bayesian persuasion, where a principal (i.e., sender) delegates the task of choice making after informing a biased agent (i.e., receiver) about the payoff relevant uncertain state (see, e.g.,…

理论经济学 · 经济学 2025-12-30 Youichiro Higashi , Kemal Ozbek , Norio Takeoka

A principal who values an object allocates it to one or more agents. Agents learn private information (signals) from an information designer about the allocation payoff to the principal. Monetary transfer is not available but the principal…

理论经济学 · 经济学 2022-10-31 Yi-Chun Chen , Gaoji Hu , Xiangqian Yang

A principal contracts with an agent through an informed delegate. Although the principal cannot directly mediate the interaction, she can restrict the menus of contracts the delegate may offer. We characterize the outcomes implementable…

理论经济学 · 经济学 2026-05-22 João Thereze , Udayan Vaidya

A principal hires an agent to acquire soft information about an unknown state. Even though neither how the agent learns nor what the agent discovers are contractible, we show the principal is unconstrained as to what information the agent…

理论经济学 · 经济学 2023-07-31 Mark Whitmeyer , Kun Zhang

We study a model of delegation in which a principal takes a multidimensional action and an agent has private information about a multidimensional state of the world. The principal can design any direct mechanism, including stochastic ones.…

理论经济学 · 经济学 2022-08-26 Andreas Kleiner

We examine vote delegation when preferences of agents are private information. One group of agents (delegators) does not want to participate in voting and abstains under conventional voting or can delegate its votes to the other group…

计算机科学与博弈论 · 计算机科学 2021-10-26 Hans Gersbach , Akaki Mamageishvili , Manvir Schneider

A principal must decide between two options. Which one she prefers depends on the private information of two agents. One agent always prefers the first option; the other always prefers the second. Transfers are infeasible. One application…

理论经济学 · 经济学 2022-05-24 Deniz Kattwinkel , Axel Niemeyer , Justus Preusser , Alexander Winter

A principal delegates choice to an agent whose decision depends on both beliefs and tastes. The principal can steer the delegated decision using two costly instruments: (i) an information policy that determines a Bayes--plausible…

理论经济学 · 经济学 2026-02-12 Kemal Ozbek

This paper studies the provision of incentives for information acquisition. Information is costly for an agent to acquire and unobservable to a principal. We show that any Pareto optimal contract has a decomposition into a fraction of…

理论经济学 · 经济学 2021-03-09 Aubrey Clark , Giovanni Reggiani

Appropriate decisions depend on information gathered beforehand, yet such information is often obtained through intermediaries with biased preferences. Motivated by settings such as testing and recertification in organ transplantation, we…

理论经济学 · 经济学 2026-02-17 Andres Espitia , Edwin Muñoz-Rodríguez

I study the optimal design of ratings to motivate agent investment in quality when transfers are unavailable. The principal designs a rating scheme that maps the agent's quality to a (possibly stochastic) score. The agent has private…

理论经济学 · 经济学 2025-08-11 Peiran Xiao

A principal and an agent can launch a project under unanimous consent. Their individual payoffs from the project depend on an underlying state, and the agent privately knows his own preference. The principal can conduct a test to learn…

理论经济学 · 经济学 2026-02-06 Yingkai Li , Boli Xu

We study how a decision-maker can acquire more information from an agent by reducing her own ability to observe what the agent transmits. In a large class of binary-action games, opacity design is just as good as full commitment to actions…

理论经济学 · 经济学 2024-02-07 Mark Whitmeyer

We analyze the optimal delegation problem between a principal and an agent, assuming that the latter has state-independent preferences. We demonstrate that if the principal is more risk-averse than the agent toward non-status quo options,…

理论经济学 · 经济学 2024-09-19 Xiaoxiao Hu , Haoran Lei

A proposer requires the approval of a veto player to change a status quo. Preferences are single peaked. Proposer is uncertain about Vetoer's ideal point. We study Proposer's optimal mechanism without transfers. Vetoer is given a menu, or a…

理论经济学 · 经济学 2022-12-29 Navin Kartik , Andreas Kleiner , Richard Van Weelden
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