Asymmetric‐information allocation to avoid coordination failure

AuthorFumitoshi Moriya,Takuro Yamashita
DOIhttp://doi.org/10.1111/jems.12329
Date01 January 2020
Published date01 January 2020
J Econ Manage Strat. 2020;29:173186. wileyonlinelibrary.com/journal/jems © 2019 Wiley Periodicals, Inc.
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173
Received: 3 November 2017
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Revised: 5 August 2019
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Accepted: 21 August 2019
DOI: 10.1111/jems.12329
ORIGINAL ARTICLE
Asymmetricinformation allocation to avoid coordination
failure
Fumitoshi Moriya
1
|
Takuro Yamashita
2
1
Kobe City University of Foreign Studies,
Kobe, Hyogo, Japan
2
Toulouse School of Economics,
University of Toulouse Capitole,
Toulouse, France
Correspondence
Takuro Yamashita, Toulouse School of
Economics, University of Toulouse
Capitole, 21 Allée de Brienne, 31000
Toulouse, France.
Email: takuro.yamashita@tse-fr.eu
Funding information
Japan Society for the Promotion of
Science, Grant/Award Number: 25780189;
H2020 European Research Council,
Grant/Award Number: 714693; JSPS
KAKENHI, Grant/Award Number:
25780189; European Research Council,
Grant/Award Number: 714693
Abstract
In the context of team production, this paper studies the optimal (deterministic
and stochastic) information allocation that implements desired effort levels as
the unique Bayesian equilibrium. We show that under certain conditions, it is
optimal to asymmetrically inform agents even though they may be ex ante
symmetric. The main intuition is that informing the agents asymmetrically can
be effective in avoiding badequilibria, that is, equilibria with coordination
failure.
KEYWORDS
asymmetricinformation allocation, moral hazard, unique implementation
JEL CLASSIFICATION
D21; D23; D86
1
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INTRODUCTION
This paper considers a simple teamproduction problem as in Holmstrom (1982), with an additional element that the
environment depends on some exogenous state variable. Specifically, two (riskneutral) agents either work or shirk in a
project, and the project either succeeds or fails. The success probability of the project depends not only on the agents
total efforts, but also on the binary state of the world (high/low). Given everything else equal, we assume that an agent
has a higher incentive to work in the high state than that in the low state (state effect). Therefore, naturally, not only
the bonus contract offered by the principal but also the agentsinformation structure about this state variable would
affect the agentsincentives. Our goal is to obtain some insights about the optimal bonus scheme and optimal
information structure.
More specifically, our main interest is in the environments in which the efforts are complementary for success
(or more precisely, the success probability is a supermodular function of the agentseffort choices), and failure means a
hazardous event. For example, in a nuclear power plant, one agents shirking drastically increases the probability of a
serious and tragic accident. Similarly, in a chain store, shirking by a manager in one store can significantly damage the
brand image of the entire chain. These situations arise when efforts exhibit complementarity. In such situations, we
believe that it is a reasonable assumption that the principal desires to make sure that none of the agents shirk,
regardless of the state realization, as the unique equilibrium.
1
We characterize the optimal bonus scheme and optimal information structure that implements a fulleffort
profile, such as the unique equilibrium. It is obvious that different bonus schemes affect the agentsincentives
differently; however it should be explained how an information structure affects the agentsincentives. Imagine
that the principal can decide which agent (none, only one, or both) can observe the realization of the state, at the

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