5. Relational Contracts and Career Concerns

Size: px
Start display at page:

Download "5. Relational Contracts and Career Concerns"

Transcription

1 5. Relational Contracts and Career Concerns Klaus M. Schmidt LMU Munich Contract Theory, Summer 2010 Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

2 Basic Readings Basic Readings Textbooks: Bolton and Dewatripont(2005), Chapters 10.4 and 10.5 Schmidt (1995), Chapter 8.3 Papers: MacLeod and Malcomson (1989) Levin (2003) Holmström (1999) Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

3 Introduction Introduction So far we assumed that all contracts are enforced by an outside third party: the courts. In this section we look at contracts and incentive mechanisms that do not rely on enforcement by a third party but are self-enforcing. A contract is self-enforcing, if it is in the best interest of all involved parties to stick to the terms of the agreement in every contingency at any point in time. Thus, a self-enforcing contract is an equilibrium of the game played by the involved parties. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

4 Introduction Relational contracts: infinitely repeated relationship between two or more parties stationary environment infinitely repeated game has many (subgame perfect, perfect Bayesian) equilibria parties agree ex ante which equilibrium they want to play Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

5 Introduction Career concerns: agent s ability is unknown the firm and the market observe the agent s output over time output is observable by the firm and the market but not verifiable to the courts competition forces the firm to pay the agent his expected marginal product upfront in every period worker has an incentive to work hard in order to affect the firm s (and the market s) perception of his ability the firm understands this and cannot be fooled in equilibrium this game typically has only one equilibrium in which the moral hazard problem is partially solved These models are often called signal jamming or rat race models. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

6 Relational Contracts: The Set Up Relational Contracts: The Set Up Principal and agent are both risk neutral Infinite time horizon, t = 0, 1, 2,.... At the beginning of date t the principal offers a fixed salary w t and a contingent bonus payment b t : Φ R, where Φ is the set of observed performance outcomes. The agent decides whether to accept or reject the offer: d t {0, 1} If the agent rejects, the principal and the agent receives their outside option utilities (π, u), with s = π + u. If the agent accepts, he observes a cost parameter θ t Θ = [θ,θ], with CDF P(θ). θ t is distributed independently across periods. Then the agent chooses an effort e t [0, e], and incurs a cost of c(e t,θ t ) with c(e t,θ t ) 0 and c(0,θ t ) = 0 for all θ t. Then output y t [y, y] is drawn from the cdf F(y e). Finally the principal decides on whether to pay the bonus b t. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

7 Relational Contracts: The Set Up Remarks: The fixed wage w t can be enforced by the courts The bonus payment b t is voluntary. Thus, in equilibrium the principal must have an incentive to pay b t. Note that b t may be negative in which case the agent has to pay the principal. The agent observes all the relevant information: {e t,θ t, y t } The principal observes ϕ t {e t,θ t, y t }. The set of all possible realizations of ϕ t is denoted by Φ. This is a very rich framework allowing for the following cases: all information is observable but not verifiable (MacLeod-Malcomson 1989): ϕ t = {e t,θ t, y t } hidden action (Levin 2003): ϕ t = {θ t, y t } hidden information (Levin 2003): ϕ t = {e t, y t }. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

8 Relational Contracts: The Set Up Payoffs: The principal s payoff is given by [ ] π t = (1 δ)e δ τ {d τ (y τ W τ )+(1 d τ )π}, τ=t where W τ is the total payment of the principal to the agent in period τ. (W τ = w τ + b τ if the promise is kept and W τ = w τ if no bonus is paid.) The agent s payoff is [ ] u t = (1 δ)e δ τ {d τ (W τ c(e τ,θ τ ))+(1 d τ )u} τ=t The expected surplus is given by s t = π t + u t Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

9 Relational Contracts: The Set Up Relational Contracts A relational contract is a complete contingent plan for the relationship. Let h t = (w 0, d 0,ϕ 0, W 0,..., w t 1, d t 1,ϕ t 1, W t 1 ) denote the history of play up to (but not including) date t and let H t denote the set of all possible histories up to date t. A relation contract describes for any period t and any history h t H t the compensation the principal should offer: w t, b t whether the agent should accept or reject this offer: d t the action the agent takes as a function of the realized cost parameter: e t (θ t ) Moreover, the relational contract describes a Perfect Public Equilibrium (PPE) of the repeated game. A PPE is a Perfect Bayesian Equilibrium in which strategies are contingent on public histories only. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

10 Free Transfers Free Transfers Proposition 5.1 (Free Transfers) If there is a self-enforcing contract that generates expected surplus s > s, then there are self-enforcing contracts that give as expected payoffs any pair (u,π) satisfying u u, π π and u +π = s. Proof: Changing the fixed compensation in the initial period of the contract does not affect incentives in later play. Thus the parties can always transfer wealth between them at will. Q.E.D. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

11 Stationary Contracts Stationary Contracts Definition 1 (Stationary Contract) A contract is stationary if on the equilibrium path W t = w + b(ϕ t ) and e t = e(θ t ) at every date t. Proposition 5.2 (Stationary Contracts) If an optimal contract exists, then there are stationary contracts that are optimal. Intuition for the Proof: Suppose that there are only two outcomes (High and Low). To induce the agent to exert effort the principal has to reward the High outcome. He can either pay a reward in this period or switch to a continuation equilibrium that gives a higher payment to the agent in the future. Given risk neutrality both parties are indifferent between both methods of pay. Thus, without loss of generality we can restrict attention to stationary contracts where the principal rewards the agent in the current period. Q.E.D. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

12 Payoffs under a Stationary Relational Contract Payoffs under a Stationary Relational Contract Suppose a stationary contract calls for fixed wage w, bonus b(ϕ), and effort e(θ) in each period. Define W(ϕ) = w + b(ϕ). The expected per period payoffs offered by a stationary contract are given by: π = E θ,y [y W(ϕ) e = e(θ)] u = E θ,y [W(ϕ) c(e) e = e(θ)] s = E θ,y [y c(e) e = e(θ)] Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

13 Conditions for a Relational Contract Conditions for a Relational Contract A self-enforcing contract must satisfy the following conditions: 1. The contract must be individually rational, i.e. each party must get at least its outside option utility: u u; π π; 2. The contract must be incentive compatible, i.e. it must be optimal for the agent to choose e(θ): e(θ) arg max e E y [W(ϕ e)] c(e,θ); Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

14 Conditions for a Relational Contract 3. The dynamic enforcement constraint requires that at the end of each period no party has an incentive to renege on its payment obligations, i.e. δ (π π) sup b(ϕ) 1 δ ϕ δ (u u) inf 1 δ b(ϕ) ϕ 4. The dynamic enforcement constraint implies that δ (s s) sup b(ϕ) inf b(ϕ) = sup W(ϕ) inf 1 δ W(ϕ) ϕ ϕ ϕ ϕ Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

15 Conditions for a Relational Contract Proposition 5.3 (Implementable Relational Contracts) An effort schedule e(θ) that generates expected surplus s can be implemented with a stationary relational contract if and only if there is a payment schedule W : Φ R such that for all θ Θ and e(θ) arg max e {E y [W(ϕ) e] c(e,θ)]} (IC) δ (s s) sup W(ϕ) inf 1 δ W(ϕ) ϕ ϕ (DE) Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

16 Conditions for a Relational Contract Proof: We have shown already that these conditions are necessary for a relational contract to be implementable. To see that they are also sufficient consider a payment schedule W(ϕ) and an effort profile e(θ) that satisfies (IC) and (DE). Let b(ϕ) = W(ϕ) inf ϕ W(ϕ) w = u E[b(ϕ) c e(θ)]. Consider a stationary contract with w, b(ϕ) and e(θ) that threatens that the agent chooses d = 0 if the principal does not pay b(ϕ). This contract induces the agent to choose e(θ) (by assumption) and the principal to pay b(ϕ) (by construction). Furthermore, it gives the agent his reservation utility u and the principal the net social surplus s u > π. Q.E.D. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

17 Perfect Information Perfect Information Suppose that the cost parameter θ t, the agent s action e t and the outcome y t are observable by the principal and the agent, but cannot be verified to the courts. For simplicity we will also assume that θ t is a constant. This is the case considered by MacLeod and Malcomson (1989). In this case we have: Proposition 5.4 (Perfect Information) Suppose that θ t = θ and that the action e t is observable by the principal. The stationary action e that gives rise to expected social surplus s can be implemented with a stationary relational contract if and only if δ (s s) c(e) 1 δ (DE) Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

18 Perfect Information Proof: With perfect information a stationary contract is incentive compatible if w + b c(e) w which is equivalent to b c(e). Thus, necessity follows from the dynamic enforcement constraint and the arguments we have given for Proposition 5.3. To see that this condition is also sufficient consider the following stationary relational contract. The agent gets the fixed wage w = u at the beginning of each period. If he chooses action e the principal pays an additional bonus b = c(e). If he chooses any other action ẽ e the principal pays no bonus and the agent chooses d = 0 in all future periods. If the agent took action e and the principal did not pay b c(e) the agent chooses d = 0 in all future periods. This is a subgame perfect equilibrium. The agent is just indifferent between choosing e and choosing ẽ = 0 (his most profitable deviation), and he just gets his reservation utility u. Note that the principal gets all the net social surplus. If the agent did choose e the principal prefers to pay b = c(e) and get s s in all future periods rather than getting c(e) in this period and π thereafter. Q.E.D. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

19 Perfect Information Remarks: 1. By Proposition 4.1 the surplus that is generated can be allocated in any proportion (α, 1 α) between the two players. 2. The closer the discount factor to 1 the larger is the set of implementable actions. 3. The larger the social surplus, the easier it is to implement a given action. 4. The higher the cost of an action, the more difficult it is to implement this action. 5. The effort cost shows up twice in condition (DE). Note that s = E(y e) c(e). Thus, we have δ δ (E(y e) s) c(e)+ 1 δ 1 δ c(e) = 1 1 δ c(e) which is equivalent to δ(e(y e) s) c(e) Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

20 Moral Hazard Moral Hazard Assume that the cost parameter θ t is observable but the agent s action e t is not. Let effort be a continuous variable with c (e) > 0 and c (e) > 0. Finally assume that F(y e) satisfies the monotone likelihood ratio property, i.e. f e(y e) f(y e) is monotonically increasing in y. A stationary contract specifies W(θ, y) = w + b(θ, y). The next proposition shows that the optimal contract has has a very simple structure: Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

21 Moral Hazard Proposition 5.5 (Moral Hazard) The optimal contract implements an effort schedule e(θ) e FB (θ). For each θ the payments W(θ, y) are one-step: W(θ, y) = W for all y < ŷ(θ) and W(θ, y) = W = W + δ 1 δ (s s) for all y ŷ(θ), where the threshold ŷ(θ) is the point at which the likelihood ratio f e(y e) f(y e) switches from negative to positive. Intuition for the Proof: Since both parties are risk neutral, insurance is not an issue. Therefore, it is optimal to give the strongest possible incentives by paying the lowest possible wage for low outcome and the highest possible wage for high outcomes. The difference in the two wage payments is restricted by the dynamic enforcement constraint, however. Compare this to the limited liability contracts of Innes (1990). Note that the payments do not depend on θ but the cutoff ŷ(θ) does. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

22 Hidden Information Hidden Information Assume that the principal can observe the agent s effort level e t, but he does not observe the cost parameter θ t. Proposition 5.6 (Hidden Information) With hidden information, an effort schedule e(θ) that generates expected surplus s can be implemented by a stationary contract if and only if (i) (ii) e(θ) is nonincreasing and δ 1 δ (s s) c(e(θ),θ)+ θ θ c(e(θ),θ) θ dθ. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

23 Hidden Information Remarks: 1. The agent has to be induced to reveal his type truthfully. Thus, each type θ has to be deterred to mimick type θ and choose e( θ). 2. The principal has to pay an informational rent to the agent. This rent is limited by the future social surplus. If the principal would have to pay a higher information rent, he would prefer to pay nothing and quit. 3. If the future social surplus is small, no rents can be paid. In this case the optimal contract induces all types to choose the same effort. 4. If the future social surplus is sufficiently high the optimal contract induces the agent to choose e FB. 5. Recall that this is not an adverse selection but a hidden information model. The parties can always allocate the surplus at will among themselves by making sidepayments before the agent learns θ. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

24 Interaction of Implicit and Explicit Contracts Interaction of Implicit and Explicit Contracts Schmidt and Schnitzer (1995) consider how the possibility to write explicit contracts affects the stability of implicit contracts. Consider the case of perfect information and assume that the parties can write an explicit contract on e at some cost k(e). In this case any e can be implemented with an explicit contract, but at k(e). Thus, in order to save this cost the parties may prefer to write an implicit contract. However, the possibility to write an explicit contract may render the implicit contract infeasible. The reason is that the threat to terminate the relationship is no longer credible. If one of the parties deviates, the parties may not trust each other any more. But they can now sign an explicit contract that does not require any trust! Therefore, they will renegotiate. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

25 Interaction of Implicit and Explicit Contracts Proposition 5.7 (Costly Explicit Contracts) Consider the perfect information case and assume that the parties can contract on e at cost k(e). Let e = arg max[e(y e) c(e) k(e)]. Then there exists an implicit contract that induces the agent to take action e which generates surplus s if and only if c(e) δ 1 δ [s max{s, s(e ) (1 δ)k(e )}] Proof Sketch: Two cases have to be distinguished. Either writing the explicit contract is so costly, that no positive net surplus can be generated, then we are back to the case where only implicit contracts are feasible. Or a positive net surplus can be generated with an explicit contract. Then it becomes more difficult to punish deviations and the set of implementable actions shrinks. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

26 Interaction of Implicit and Explicit Contracts Suppose now that the agent has to engage in two different actions e 1 and e 2. The first action can be contracted upon at no cost, while contracting on the second action is infinitely costly. Schmidt and Schnitzer (1995) show that the explicit contract on e 1 has two effects: 1. It makes deviations less attractive for the agent, because the agent can no longer deviate on e 1 but only on e It makes it more difficult to punish, because the worst punishment equilibrium is less severe if the parties can continue their relationship with an explicit contract on e 1. Each of these effects can dominate. It is easy to find examples where the possibility to write an explicit contract on e 1 makes both parties worse off. Example: cartels. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

27 Interaction of Implicit and Explicit Contracts Baker, Gibbons and Murphy (1994, 1999, 2002) have a sequence of papers in which changes in the governance structure of the relationship (e.g. the allocation of property rights or decision rights) affects the punishment opportunities and thereby what can be implemented in a relational contract. Halonen (1999) finds that it may be optimal to have joint ownership on an asset (which is very inefficient in a one-shot relationship) in order to be able to credibly threaten to punish each other more severely in a relational contract. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

28 Career Concerns Career Concerns Consider a risk neutral agent who offers his services on a perfectly competitive market several periods in a row. Because of competition the agent will be offered his marginal product. His output or productivity is observable not only by the firm he is working with, but also by all other potential employers. However, his output cannot be verified to the courts. Thus, in every period only a fixed wage can be offered. Fama (1980) argued, that the competition for the agent will induce the agent to work hard: By working hard the agent shows to the market that his productivity is high. The higher the output in this period the higher is the wage the worker will be offered in the next period. Competition for the agent solves the principal-agent problem at least partially. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

29 Career Concerns As it stands, this argument is not convincing: In the last period before retirement that agent will not work any more Therefore his wage in the last period will always be zero, independent of how much the agent worked in the second to last period. Therefore the agent has no incentive to work in the second to last period... However, Holmström (1982, 1999) has a very nice model showing how career concerns can have an effect. However, in his model there is no reason why career concerns should give efficient incentives. To the contrary: Incentives may be too small or too large. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

30 The Model The Model There is one agent who lives for T periods. In each period t, t {1,...,T} the agent s output is given by where y t = η + a t +ε t, η is the agent s ability in period t that is drawn in period 0 from the normal distribution N(m 0, 1/h 0 ) with mean m 0 and variance 1/h 0 (h 0 is called the precision ) a t 0 is the agent s effort in period t ε t is a noise term, ε t N(0, 1/h ε ) η and ε t are stochastically independent, and the noise is uncorrelated over time. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

31 The Model The agent maximizes his utility that is given by U(w, a) = T β t 1 [w t c(a t )], t=1 where β < 1 is the agent s discount factor c(a t ) 0 is the agent s cost of effort with c 0, c (0) = 0, c > 0 Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

32 The Model Informational Assumptions Neither the agent nor the firm nor any potential employee know η. All parties start from the common prior that η N(m 0, 1/h 0 ). Only the worker observes a t (moral hazard). However, all other parties can infer which effort the agent will choose in equilibrium. All parties observe y t in each period and use this signal to update their beliefs about η. y t cannot be verified to the courts. Therefore only fixed wage contracts can be written in each period. Discussion: 1. From a technical point of view it is very convenient to assume that all parties are symmetrically informed (otherwise we get a signalling model). 2. But is it also an economically sensible assumption? What do you think? Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

33 Effort Choice Effort Choice In period t the agent chooses a t such that { T } a t arg max β τ t [E(w τ I τ ) c(a τ )] τ=t where I τ is the information the market received up to and including period τ. In the last period this reduces to a T arg max{w T c(a T )} Thus, the agent will clearly choose a T = 0. However, in all other periods the agent may have an incentive to work in order to affect the markets perception of his ability. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

34 Bayesian Updating Bayesian Updating Suppose that the market observes output y t after period t. All market participants who want to bid for the agent s services in period t + 1 must update their beliefs about the agent s ability. Suppose that the market believes that the agent chose effort at in period t. Define z t = y t at = η +ε t Note that z t is a normally distributed signal with mean η and variance 1/h ε. Suppose that before observing this signal the market believed that the agent s ability was normally distributed with mean m t and variance 1/h t. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

35 Bayesian Updating Thus, the updated belief about the agent s ability is m t+1 = E(η I t ) = α t m t +(1 α t )z t where α t = h t h t +h ε and h t = h η + t h ε, so α t = h η+t h ε h η +(t+1) h ε Remarks: 1. The updated probability distribution after observing a normally distributed signal is again a normal distribution. 2. The updated expected value of η is a convex combination of the prior m t and the signal z t. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

36 Bayesian Updating 3. The weight of the signal z t depends on its precision relative to the precision of the prior. If the signal is very precise while the prior is rather imprecise, then the signal is very informative and gets a lot of weight. If the prior is already very precise while the signal is rather imprecise in comparison, then the signal gets little weight. 4. The more signals the market receives about the agent s ability, the higher the precision of the prior becomes and the smaller is the weight of each new signal. 5. As t, h t, alpha t 1 and E(η I t ) η. Thus, the market eventually learns the ability of the agent. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

37 Wages Wages All firms have the same information and will form the same expectations. Therefore they will all offer Remarks: w t+1 = E(η I t )+a t+1 = α t m t +(1 α t )z t + a t+1 = α t m t +(1 α t )(y t a t )+a t+1 = α t m t +(1 α t )(η + a t +ε t ) (1 α t )a t + a t+1 1. w t+1 depends on a t+1 but is independent of a t+1, i.e., it depends on what the market believes what the agent will do in period t + 1, but it cannot depend on what the agent actually does, because this is only observed by the agent. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

38 Wages 2. However, the action a t does affect w t+1! The market believes that the manager chooses at, but the market cannot observe a t. Thus, if the agent works a little more than at, his output will be a little higher, the market will believe that his ability is a little higher and the market will offer a somewhat higher wage in this and all future periods. This gives an incentive to the agent to work. 3. However, in equilibrium the market cannot be fooled. The market will correctly anticipate the action that the agent chooses. Nevertheless, the agent has an incentive to work. 4. Note that the incomplete information about the manager s ability is a good thing in this model. If ability was observable the manager would always choose a t = 0. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

39 Incentives Incentives The impact of a t on w t+1 is w t+1 a t = (1 α t ) Consider now w t+2 : w t+2 = E(η I t+1 )+a t+2 = α t+1 m t+1 +(1 α t+1 )z t+1 + a t+2 = α t+1 (α t m t +(1 α t )[(η + a t +ε t ) (1 α t )a t ]+(1 α t )z t+1 + a t+2 = α t m t +(1 α t )(η + a t +ε t ) (1 α t )a t + a t+1 Thus, the impact of a t on w t+2 is and so on. w t+2 a t = α t+1 (1 α t ) Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

40 Incentives A marginal increase of a t affects the agent s expected utility as follows: U a t = T t τ=1 β τ w t+τ a t } {{ } k t c (a t ) Remarks: 1. The agent chooses a t such that c (a t ) = k t. 2. Efficiency requires that c (a t ) = As t T, k t becomes smaller and smaller and the agent works less and less, until he chooses a T = 0 in the last period. 4. However, it is possible that k t > 1, so the agent may work inefficiently hard! 5. The agent works harder, the less the market knows about his ability (the smaller h η, the higher the precision of output as a signal about his ability (the larger h ε ) and the more patient he his (the larger β). Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

41 Incentives Discussion: 1. Why does the agent work so hard at the beginning of his career? 2. It may be optimal to reduce the exposure of the agent in the beginning of his career and in order to weaken his incentives. How could this be done? 3. Why are students shy when they make their first remarks in a seminar? 4. Why is this type of models sometimes called signalling jamming or rat race models? Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

42 Extensions Extensions Shocks to Ability: Holmström also considers an infinite horizon model in which the ability of the agent follows a Markov process, i.e., η t+1 = η t +δ t where δ t is again normally distributed with mean 0 and variance 1/h δ. In this model the market can never learn η. There is a stationary equilibrium in which the agent chooses a constant effort level a in all periods. The agent works harder the smaller h δ and the larger h ε. However, for β < 1 we have a < a FB. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

43 Extensions Investment Choices: Homström and Ricard-i-Costa (1986) extend this model to a manager who has to choose an investment project (or a portfolio) in every period. Choosing a project/portfolio is costless to the manager. However, the market uses the performance of the project to update its beliefs about the manager s ability. In this model the manager may choose a project/portfolio that is too conservative (too little risk) in order to insure himself against the risk of future income variations. Chevalier and Ellison (1999) conducted an empirical study of mutual fund managers. They show that portfolio choices seem to be influenced by career concerns. Young fund managers are more likely to be terminated than older managers if their funds perform poorly as compared to the market. Young fund managers tend to select portfolios with less unsystematic risk and more conventional sector weights. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

44 Extensions Interaction of Career Concerns and Explicit Incentives: Gibbons and Murphy (1992) consider a dynamic model with career concerns in which a risk averse agent can be given linear incentives: At the beginning of the career career concerns are very strong and the agent faces a lot of risk about his future income. Additional linear incentives expose the agent to additional risk. Therefore, the slope of the incentive scheme will be low. At the end of the career career concerns are very weak and the agent faces little risk about his future income. Therefore it is now optimal to give him strong additional incentives. This model is consistent with the observation that CEOs get much stronger incentives than younger employees on lower levels of the hierarchy. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

45 Extensions Meyer and Vickers (1997) show that having a more precise signal about the agent s effort need not improve welfare. On the one hand it allows for better explicit incentives. On the other hand it increases the incentives due to career concern. Even if explicit incentives are optimally chosen, it may be that efficiency is reduced if the performance signal becomes more precise. Klaus M. Schmidt (LMU Munich) 5. Relational Contracts and Career Concerns Contract Theory, Summer / 45

Microeconomic Theory (501b) Problem Set 10. Auctions and Moral Hazard Suggested Solution: Tibor Heumann

Microeconomic Theory (501b) Problem Set 10. Auctions and Moral Hazard Suggested Solution: Tibor Heumann Dirk Bergemann Department of Economics Yale University Microeconomic Theory (50b) Problem Set 0. Auctions and Moral Hazard Suggested Solution: Tibor Heumann 4/5/4 This problem set is due on Tuesday, 4//4..

More information

Labor Economics, Lectures 5 and 6: Career Concerns and Multitasking

Labor Economics, Lectures 5 and 6: Career Concerns and Multitasking Labor Economics, 14.661. Lectures 5 and 6: Career Concerns and Multitasking Daron Acemoglu MIT November 9 and 13, 2018 Daron Acemoglu (MIT) Moral Hazard November 9 and 13, 2018 1 / 63 Introduction Introduction

More information

This is designed for one 75-minute lecture using Games and Information. October 3, 2006

This is designed for one 75-minute lecture using Games and Information. October 3, 2006 This is designed for one 75-minute lecture using Games and Information. October 3, 2006 1 7 Moral Hazard: Hidden Actions PRINCIPAL-AGENT MODELS The principal (or uninformed player) is the player who has

More information

Game Theory and Economics of Contracts Lecture 5 Static Single-agent Moral Hazard Model

Game Theory and Economics of Contracts Lecture 5 Static Single-agent Moral Hazard Model Game Theory and Economics of Contracts Lecture 5 Static Single-agent Moral Hazard Model Yu (Larry) Chen School of Economics, Nanjing University Fall 2015 Principal-Agent Relationship Principal-agent relationship

More information

Teoria das organizações e contratos

Teoria das organizações e contratos Teoria das organizações e contratos Chapter 6: Adverse Selection with two types Mestrado Profissional em Economia 3 o trimestre 2015 EESP (FGV) Teoria das organizações e contratos 3 o trimestre 2015 1

More information

Models of Wage Dynamics

Models of Wage Dynamics Models of Wage Dynamics Toshihiko Mukoyama Department of Economics Concordia University and CIREQ mukoyama@alcor.concordia.ca December 13, 2005 1 Introduction This paper introduces four different models

More information

General idea. Firms can use competition between agents for. We mainly focus on incentives. 1 incentive and. 2 selection purposes 3 / 101

General idea. Firms can use competition between agents for. We mainly focus on incentives. 1 incentive and. 2 selection purposes 3 / 101 3 Tournaments 3.1 Motivation General idea Firms can use competition between agents for 1 incentive and 2 selection purposes We mainly focus on incentives 3 / 101 Main characteristics Agents fulll similar

More information

Bargaining, Contracts, and Theories of the Firm. Dr. Margaret Meyer Nuffield College

Bargaining, Contracts, and Theories of the Firm. Dr. Margaret Meyer Nuffield College Bargaining, Contracts, and Theories of the Firm Dr. Margaret Meyer Nuffield College 2015 Course Overview 1. Bargaining 2. Hidden information and self-selection Optimal contracting with hidden information

More information

Module 16: Signaling

Module 16: Signaling Module 16: Signaling Information Economics (Ec 515) George Georgiadis Players with private information can take some action to signal their type. Taking this action would distinguish them from other types.

More information

Theory Field Examination Game Theory (209A) Jan Question 1 (duopoly games with imperfect information)

Theory Field Examination Game Theory (209A) Jan Question 1 (duopoly games with imperfect information) Theory Field Examination Game Theory (209A) Jan 200 Good luck!!! Question (duopoly games with imperfect information) Consider a duopoly game in which the inverse demand function is linear where it is positive

More information

Moral Hazard: Hidden Action

Moral Hazard: Hidden Action Moral Hazard: Hidden Action Part of these Notes were taken (almost literally) from Rasmusen, 2007 UIB Course 2013-14 (UIB) MH-Hidden Actions Course 2013-14 1 / 29 A Principal-agent Model. The Production

More information

Government 2005: Formal Political Theory I

Government 2005: Formal Political Theory I Government 2005: Formal Political Theory I Lecture 11 Instructor: Tommaso Nannicini Teaching Fellow: Jeremy Bowles Harvard University November 9, 2017 Overview * Today s lecture Dynamic games of incomplete

More information

EC476 Contracts and Organizations, Part III: Lecture 2

EC476 Contracts and Organizations, Part III: Lecture 2 EC476 Contracts and Organizations, Part III: Lecture 2 Leonardo Felli 32L.G.06 19 January 2015 Moral Hazard: Consider the contractual relationship between two agents (a principal and an agent) The principal

More information

Module 8: Multi-Agent Models of Moral Hazard

Module 8: Multi-Agent Models of Moral Hazard Module 8: Multi-Agent Models of Moral Hazard Information Economics (Ec 515) George Georgiadis Types of models: 1. No relation among agents. an many agents make contracting easier? 2. Agents shocks are

More information

Game Theory, Information, Incentives

Game Theory, Information, Incentives Game Theory, Information, Incentives Ronald Wendner Department of Economics Graz University, Austria Course # 320.501: Analytical Methods (part 6) The Moral Hazard Problem Moral hazard as a problem of

More information

Adverse selection, signaling & screening

Adverse selection, signaling & screening , signaling & screening Applications of game theory 2 Department of Economics, University of Oslo ECON5200 Fall 2009 Seller Buyer Situation 1: Symmetric info One market 1 2 prob high quality 1 2 prob high

More information

Intrinsic and Extrinsic Motivation

Intrinsic and Extrinsic Motivation Intrinsic and Extrinsic Motivation Roland Bénabou Jean Tirole. Review of Economic Studies 2003 Bénabou and Tirole Intrinsic and Extrinsic Motivation 1 / 30 Motivation Should a child be rewarded for passing

More information

A New Class of Non Existence Examples for the Moral Hazard Problem

A New Class of Non Existence Examples for the Moral Hazard Problem A New Class of Non Existence Examples for the Moral Hazard Problem Sofia Moroni and Jeroen Swinkels April, 23 Abstract We provide a class of counter-examples to existence in a simple moral hazard problem

More information

1. Linear Incentive Schemes

1. Linear Incentive Schemes ECO 317 Economics of Uncertainty Fall Term 2009 Slides to accompany 20. Incentives for Effort - One-Dimensional Cases 1. Linear Incentive Schemes Agent s effort x, principal s outcome y. Agent paid w.

More information

Equilibrium Refinements

Equilibrium Refinements Equilibrium Refinements Mihai Manea MIT Sequential Equilibrium In many games information is imperfect and the only subgame is the original game... subgame perfect equilibrium = Nash equilibrium Play starting

More information

Adverse Selection, Signaling, and Screening in Markets

Adverse Selection, Signaling, and Screening in Markets BGPE Intensive Course: Contracts and Asymmetric Information Adverse Selection, Signaling, and Screening in Markets Anke Kessler Anke Kessler p. 1/27 Stylized Facts: Market Failure used cars, even if they

More information

EconS Microeconomic Theory II Midterm Exam #2 - Answer Key

EconS Microeconomic Theory II Midterm Exam #2 - Answer Key EconS 50 - Microeconomic Theory II Midterm Exam # - Answer Key 1. Revenue comparison in two auction formats. Consider a sealed-bid auction with bidders. Every bidder i privately observes his valuation

More information

Introduction: Asymmetric Information and the Coase Theorem

Introduction: Asymmetric Information and the Coase Theorem BGPE Intensive Course: Contracts and Asymmetric Information Introduction: Asymmetric Information and the Coase Theorem Anke Kessler Anke Kessler p. 1/?? Introduction standard neoclassical economic theory

More information

Organization, Careers and Incentives

Organization, Careers and Incentives Organization, Careers and Incentives Chapter 4 Robert Gary-Bobo March 2018 1 / 31 Introduction Introduction A firm is a pyramid of opportunities (Alfred P. Sloan). Promotions can be used to create incentives.

More information

A New and Robust Subgame Perfect Equilibrium in a model of Triadic Power Relations *

A New and Robust Subgame Perfect Equilibrium in a model of Triadic Power Relations * A New and Robust Subgame Perfect Equilibrium in a model of Triadic Power Relations * by Magnus Hatlebakk ** Department of Economics, University of Bergen Abstract: We present a new subgame perfect equilibrium

More information

G5212: Game Theory. Mark Dean. Spring 2017

G5212: Game Theory. Mark Dean. Spring 2017 G5212: Game Theory Mark Dean Spring 2017 Signalling We will now move to consider a simple model of costly signalling The classic example of this is the education signalling model by Spence [1973] Different

More information

Contracts in informed-principal problems with moral hazard

Contracts in informed-principal problems with moral hazard Contracts in informed-principal problems with moral hazard Nicholas C Bedard January 20, 2016 Abstract In many cases, an employer has private information about the potential productivity of a worker, who

More information

Microeconomics II Lecture 4: Incomplete Information Karl Wärneryd Stockholm School of Economics November 2016

Microeconomics II Lecture 4: Incomplete Information Karl Wärneryd Stockholm School of Economics November 2016 Microeconomics II Lecture 4: Incomplete Information Karl Wärneryd Stockholm School of Economics November 2016 1 Modelling incomplete information So far, we have studied games in which information was complete,

More information

Introduction to Game Theory

Introduction to Game Theory Introduction to Game Theory Part 2. Dynamic games of complete information Chapter 2. Two-stage games of complete but imperfect information Ciclo Profissional 2 o Semestre / 2011 Graduação em Ciências Econômicas

More information

Informed Principal in Private-Value Environments

Informed Principal in Private-Value Environments Informed Principal in Private-Value Environments Tymofiy Mylovanov Thomas Tröger University of Bonn June 21, 2008 1/28 Motivation 2/28 Motivation In most applications of mechanism design, the proposer

More information

Advanced Microeconomics

Advanced Microeconomics Advanced Microeconomics ECON5200 - Fall 2012 Introduction What you have done: - consumers maximize their utility subject to budget constraints and firms maximize their profits given technology and market

More information

Minimum Wages and Excessive E ort Supply

Minimum Wages and Excessive E ort Supply Minimum Wages and Excessive E ort Supply Matthias Kräkel y Anja Schöttner z Abstract It is well-known that, in static models, minimum wages generate positive worker rents and, consequently, ine ciently

More information

Area I: Contract Theory Question (Econ 206)

Area I: Contract Theory Question (Econ 206) Theory Field Exam Winter 2011 Instructions You must complete two of the three areas (the areas being (I) contract theory, (II) game theory, and (III) psychology & economics). Be sure to indicate clearly

More information

1. The General Linear-Quadratic Framework

1. The General Linear-Quadratic Framework ECO 317 Economics of Uncertainty Fall Term 2009 Slides to accompany 21. Incentives for Effort - Multi-Dimensional Cases 1. The General Linear-Quadratic Framework Notation: x = (x j ), n-vector of agent

More information

G5212: Game Theory. Mark Dean. Spring 2017

G5212: Game Theory. Mark Dean. Spring 2017 G5212: Game Theory Mark Dean Spring 2017 Adverse Selection We have now completed our basic analysis of the adverse selection model This model has been applied and extended in literally thousands of ways

More information

Area I: Contract Theory Question (Econ 206)

Area I: Contract Theory Question (Econ 206) Theory Field Exam Summer 2011 Instructions You must complete two of the four areas (the areas being (I) contract theory, (II) game theory A, (III) game theory B, and (IV) psychology & economics). Be sure

More information

Introduction. 1 University of Pennsylvania, Wharton Finance Department, Steinberg Hall-Dietrich Hall, 3620

Introduction. 1 University of Pennsylvania, Wharton Finance Department, Steinberg Hall-Dietrich Hall, 3620 May 16, 2006 Philip Bond 1 Are cheap talk and hard evidence both needed in the courtroom? Abstract: In a recent paper, Bull and Watson (2004) present a formal model of verifiability in which cheap messages

More information

EC319 Economic Theory and Its Applications, Part II: Lecture 7

EC319 Economic Theory and Its Applications, Part II: Lecture 7 EC319 Economic Theory and Its Applications, Part II: Lecture 7 Leonardo Felli NAB.2.14 27 February 2014 Signalling Games Consider the following Bayesian game: Set of players: N = {N, S, }, Nature N strategy

More information

arxiv: v4 [cs.gt] 13 Sep 2016

arxiv: v4 [cs.gt] 13 Sep 2016 Dynamic Assessments, Matching and Allocation of Tasks Kartik Ahuja Department of Electrical Engineering, UCLA, ahujak@ucla.edu Mihaela van der Schaar Department of Electrical Engineering, UCLA, mihaela@ee.ucla.edu

More information

Full Surplus Extraction and Costless Information Revelation in Dynamic Environments. Shunya NODA (University of Tokyo)

Full Surplus Extraction and Costless Information Revelation in Dynamic Environments. Shunya NODA (University of Tokyo) Full Surplus Extraction and Costless Information Revelation in Dynamic Environments Shunya NODA (University of Tokyo) Outline 1. Introduction. Two-Period Example 3. Three-Period Example 4. Model 5. Main

More information

3.3.3 Illustration: Infinitely repeated Cournot duopoly.

3.3.3 Illustration: Infinitely repeated Cournot duopoly. will begin next period less effective in deterring a deviation this period. Nonetheless, players can do better than just repeat the Nash equilibrium of the constituent game. 3.3.3 Illustration: Infinitely

More information

Lecture Slides - Part 4

Lecture Slides - Part 4 Lecture Slides - Part 4 Bengt Holmstrom MIT February 2, 2016. Bengt Holmstrom (MIT) Lecture Slides - Part 4 February 2, 2016. 1 / 65 Mechanism Design n agents i = 1,..., n agent i has type θ i Θ i which

More information

Spence s labor market signaling model

Spence s labor market signaling model Spence s labor market signaling model Felix Munoz-Garcia EconS 503 - Advanced Microeconomics II - Washington State University Readings MWG 13.C (You can also read 13.B) Macho-Stadler and Perez-Castrillo,

More information

Mechanism Design: Basic Concepts

Mechanism Design: Basic Concepts Advanced Microeconomic Theory: Economics 521b Spring 2011 Juuso Välimäki Mechanism Design: Basic Concepts The setup is similar to that of a Bayesian game. The ingredients are: 1. Set of players, i {1,

More information

1. The General Linear-Quadratic Framework

1. The General Linear-Quadratic Framework ECO 37 Economics of Uncertainty Fall Term 009 Notes for lectures Incentives for Effort - Multi-Dimensional Cases Here we consider moral hazard problems in the principal-agent framewor, restricting the

More information

Solving Extensive Form Games

Solving Extensive Form Games Chapter 8 Solving Extensive Form Games 8.1 The Extensive Form of a Game The extensive form of a game contains the following information: (1) the set of players (2) the order of moves (that is, who moves

More information

Economics 201B Economic Theory (Spring 2017) Bargaining. Topics: the axiomatic approach (OR 15) and the strategic approach (OR 7).

Economics 201B Economic Theory (Spring 2017) Bargaining. Topics: the axiomatic approach (OR 15) and the strategic approach (OR 7). Economics 201B Economic Theory (Spring 2017) Bargaining Topics: the axiomatic approach (OR 15) and the strategic approach (OR 7). The axiomatic approach (OR 15) Nash s (1950) work is the starting point

More information

Indescribable Contingencies versus Unawareness and Incomplete Contracting

Indescribable Contingencies versus Unawareness and Incomplete Contracting Indescribable Contingencies versus Unawareness and Incomplete Contracting Wenjun Ma Burkhard C. Schipper Job Market Paper November 4, 204 Abstract Maskin and Tirole (999) postulated that even though agents

More information

Notes on Mechanism Designy

Notes on Mechanism Designy Notes on Mechanism Designy ECON 20B - Game Theory Guillermo Ordoñez UCLA February 0, 2006 Mechanism Design. Informal discussion. Mechanisms are particular types of games of incomplete (or asymmetric) information

More information

Impatience vs. Incentives

Impatience vs. Incentives Impatience vs. Incentives Marcus Opp John Zhu University of California, Berkeley (Haas) & University of Pennsylvania, Wharton January 2015 Opp, Zhu (UC, Wharton) Impatience vs. Incentives January 2015

More information

Microeconomics Qualifying Exam

Microeconomics Qualifying Exam Summer 2013 Microeconomics Qualifying Exam There are 72 points possible on this exam, 36 points each for Prof. Lozada s questions and Prof. Kiefer s questions. However, Prof. Lozada s questions are weighted

More information

What happens when there are many agents? Threre are two problems:

What happens when there are many agents? Threre are two problems: Moral Hazard in Teams What happens when there are many agents? Threre are two problems: i) If many agents produce a joint output x, how does one assign the output? There is a free rider problem here as

More information

Hidden information. Principal s payoff: π (e) w,

Hidden information. Principal s payoff: π (e) w, Hidden information Section 14.C. in MWG We still consider a setting with information asymmetries between the principal and agent. However, the effort is now perfectly observable. What is unobservable?

More information

A Theory of Financing Constraints and Firm Dynamics by Clementi and Hopenhayn - Quarterly Journal of Economics (2006)

A Theory of Financing Constraints and Firm Dynamics by Clementi and Hopenhayn - Quarterly Journal of Economics (2006) A Theory of Financing Constraints and Firm Dynamics by Clementi and Hopenhayn - Quarterly Journal of Economics (2006) A Presentation for Corporate Finance 1 Graduate School of Economics December, 2009

More information

Economics 385: Suggested Solutions 2

Economics 385: Suggested Solutions 2 Economics 385: Suggested Solutions 2 7 March, 2007 Signalling Question 1 (Discrete Action Set) (a) In the separating equilibrium, e (10) = e 1. The high type needs to obtain enough education to separate

More information

Lecture Notes - Dynamic Moral Hazard

Lecture Notes - Dynamic Moral Hazard Lecture Notes - Dynamic Moral Hazard Simon Board and Moritz Meyer-ter-Vehn October 27, 2011 1 Marginal Cost of Providing Utility is Martingale (Rogerson 85) 1.1 Setup Two periods, no discounting Actions

More information

Decision, Risk and Operations Working Papers Series

Decision, Risk and Operations Working Papers Series Decision, Risk and Operations Working Papers Series The cost of moral hazard and limited liability in the principal-agent problem F. Balmaceda, S. R. Balseiro, J. R. Correa, N. E. Stier-Moses July 2010;

More information

Introduction to Game Theory

Introduction to Game Theory Introduction to Game Theory Part 3. Dynamic games of incomplete information Chapter 3. Job Market Signaling Ciclo Profissional 2 o Semestre / 2011 Graduação em Ciências Econômicas V. Filipe Martins-da-Rocha

More information

On the Pareto Efficiency of a Socially Optimal Mechanism for Monopoly Regulation

On the Pareto Efficiency of a Socially Optimal Mechanism for Monopoly Regulation MPRA Munich Personal RePEc Archive On the Pareto Efficiency of a Socially Optimal Mechanism for Monopoly Regulation Ismail Saglam Ipek University 4 May 2016 Online at https://mpra.ub.uni-muenchen.de/71090/

More information

Moral Hazard: Part 1. April 9, 2018

Moral Hazard: Part 1. April 9, 2018 Moral Hazard: Part 1 April 9, 2018 Introduction In a standard moral hazard problem, the agent A is characterized by only one type. As with adverse selection, the principal P wants to engage in an economic

More information

The Principal-Agent Problem

The Principal-Agent Problem Andrew McLennan September 18, 2014 I. Introduction Economics 6030 Microeconomics B Second Semester Lecture 8 The Principal-Agent Problem A. In the principal-agent problem there is no asymmetric information

More information

Economics 385: Homework 2

Economics 385: Homework 2 Economics 385: Homework 2 7 March, 2007 Signalling The following questions concern variants of Spence s education model. Unless other stated, the utility of type θ who take e years of education and is

More information

REPEATED GAMES. Jörgen Weibull. April 13, 2010

REPEATED GAMES. Jörgen Weibull. April 13, 2010 REPEATED GAMES Jörgen Weibull April 13, 2010 Q1: Can repetition induce cooperation? Peace and war Oligopolistic collusion Cooperation in the tragedy of the commons Q2: Can a game be repeated? Game protocols

More information

Dynamic Common Agency

Dynamic Common Agency Dynamic Common Agency Dirk Bergemann Juuso Välimäki January 2001 Abstract A general model of dynamic common agency with symmetric information is considered. The set of truthful Markov perfect equilibrium

More information

Relational Contracting, Negotiation, and External Enforcement

Relational Contracting, Negotiation, and External Enforcement Relational Contracting, Negotiation, and External Enforcement David Miller, Trond E. Olsen, and Joel Watson March 2018 Abstract We study relational contracting and renegotiation in environments with external

More information

Game Theory. Monika Köppl-Turyna. Winter 2017/2018. Institute for Analytical Economics Vienna University of Economics and Business

Game Theory. Monika Köppl-Turyna. Winter 2017/2018. Institute for Analytical Economics Vienna University of Economics and Business Monika Köppl-Turyna Institute for Analytical Economics Vienna University of Economics and Business Winter 2017/2018 Static Games of Incomplete Information Introduction So far we assumed that payoff functions

More information

NTU IO (I) : Auction Theory and Mechanism Design II Groves Mechanism and AGV Mechansim. u i (x, t i, θ i ) = V i (x, θ i ) + t i,

NTU IO (I) : Auction Theory and Mechanism Design II Groves Mechanism and AGV Mechansim. u i (x, t i, θ i ) = V i (x, θ i ) + t i, Meng-Yu Liang NTU O : Auction Theory and Mechanism Design Groves Mechanism and AGV Mechansim + 1 players. Types are drawn from independent distribution P i on [θ i, θ i ] with strictly positive and differentiable

More information

Backwards Induction. Extensive-Form Representation. Backwards Induction (cont ) The player 2 s optimization problem in the second stage

Backwards Induction. Extensive-Form Representation. Backwards Induction (cont ) The player 2 s optimization problem in the second stage Lecture Notes II- Dynamic Games of Complete Information Extensive Form Representation (Game tree Subgame Perfect Nash Equilibrium Repeated Games Trigger Strategy Dynamic Games of Complete Information Dynamic

More information

The Impact of Organizer Market Structure on Participant Entry Behavior in a Multi-Tournament Environment

The Impact of Organizer Market Structure on Participant Entry Behavior in a Multi-Tournament Environment The Impact of Organizer Market Structure on Participant Entry Behavior in a Multi-Tournament Environment Timothy Mathews and Soiliou Daw Namoro Abstract. A model of two tournaments, each with a field of

More information

Uncertainty Per Krusell & D. Krueger Lecture Notes Chapter 6

Uncertainty Per Krusell & D. Krueger Lecture Notes Chapter 6 1 Uncertainty Per Krusell & D. Krueger Lecture Notes Chapter 6 1 A Two-Period Example Suppose the economy lasts only two periods, t =0, 1. The uncertainty arises in the income (wage) of period 1. Not that

More information

Optimal Incentive Contract with Costly and Flexible Monitoring

Optimal Incentive Contract with Costly and Flexible Monitoring Optimal Incentive Contract with Costly and Flexible Monitoring Anqi Li 1 Ming Yang 2 1 Department of Economics, Washington University in St. Louis 2 Fuqua School of Business, Duke University May 2016 Motivation

More information

Information Design and Career Concerns

Information Design and Career Concerns Information Design and Career Concerns David Rodina September 12, 2017 Abstract This paper studies the interplay between information and incentives in principalagent relationships with career concerns,

More information

Lecture Notes for Economics 200Cb: Games and Information Segment Vincent Crawford Spring 2009 Revised 26 May 2009

Lecture Notes for Economics 200Cb: Games and Information Segment Vincent Crawford Spring 2009 Revised 26 May 2009 Lecture Notes for Economics 200Cb: Games and Information Segment Vincent Crawford Spring 2009 Revised 26 May 2009 1. Adverse Selection (MWG 436-450; Kreps 625-629; Varian 466-469) Competitive labor market

More information

Econ 101A Problem Set 6 Solutions Due on Monday Dec. 9. No late Problem Sets accepted, sorry!

Econ 101A Problem Set 6 Solutions Due on Monday Dec. 9. No late Problem Sets accepted, sorry! Econ 0A Problem Set 6 Solutions Due on Monday Dec. 9. No late Problem Sets accepted, sry! This Problem set tests the knowledge that you accumulated mainly in lectures 2 to 26. The problem set is focused

More information

Moral Hazard. EC202 Lectures XV & XVI. Francesco Nava. February London School of Economics. Nava (LSE) EC202 Lectures XV & XVI Feb / 19

Moral Hazard. EC202 Lectures XV & XVI. Francesco Nava. February London School of Economics. Nava (LSE) EC202 Lectures XV & XVI Feb / 19 Moral Hazard EC202 Lectures XV & XVI Francesco Nava London School of Economics February 2011 Nava (LSE) EC202 Lectures XV & XVI Feb 2011 1 / 19 Summary Hidden Action Problem aka: 1 Moral Hazard Problem

More information

Banks, depositors and liquidity shocks: long term vs short term interest rates in a model of adverse selection

Banks, depositors and liquidity shocks: long term vs short term interest rates in a model of adverse selection Banks, depositors and liquidity shocks: long term vs short term interest rates in a model of adverse selection Geethanjali Selvaretnam Abstract This model takes into consideration the fact that depositors

More information

Online Appendix for Dynamic Procurement under Uncertainty: Optimal Design and Implications for Incomplete Contracts

Online Appendix for Dynamic Procurement under Uncertainty: Optimal Design and Implications for Incomplete Contracts Online Appendix for Dynamic Procurement under Uncertainty: Optimal Design and Implications for Incomplete Contracts By Malin Arve and David Martimort I. Concavity and Implementability Conditions In this

More information

Patience and Ultimatum in Bargaining

Patience and Ultimatum in Bargaining Patience and Ultimatum in Bargaining Björn Segendorff Department of Economics Stockholm School of Economics PO Box 6501 SE-113 83STOCKHOLM SWEDEN SSE/EFI Working Paper Series in Economics and Finance No

More information

1 Web Appendix: Equilibrium outcome under collusion (multiple types-multiple contracts)

1 Web Appendix: Equilibrium outcome under collusion (multiple types-multiple contracts) 1 Web Appendix: Equilibrium outcome under collusion (multiple types-multiple contracts) We extend our setup by allowing more than two types of agent. The agent s type is now β {β 1, β 2,..., β N }, where

More information

IMPLICIT AGGREGATION AND CONTOLLABILITY

IMPLICIT AGGREGATION AND CONTOLLABILITY IMPLICIT AGGREGATION AND CONTOLLABILITY OF NON-CONTRACTIBLE INFORMATION * Peter O. Christensen Copenhagen Business School Hans Frimor Copenhagen Business School Florin Şabac School of Business, University

More information

Political Economy of Institutions and Development: Problem Set 1. Due Date: Thursday, February 23, in class.

Political Economy of Institutions and Development: Problem Set 1. Due Date: Thursday, February 23, in class. Political Economy of Institutions and Development: 14.773 Problem Set 1 Due Date: Thursday, February 23, in class. Answer Questions 1-3. handed in. The other two questions are for practice and are not

More information

Game Theory. Wolfgang Frimmel. Perfect Bayesian Equilibrium

Game Theory. Wolfgang Frimmel. Perfect Bayesian Equilibrium Game Theory Wolfgang Frimmel Perfect Bayesian Equilibrium / 22 Bayesian Nash equilibrium and dynamic games L M R 3 2 L R L R 2 2 L R L 2,, M,2, R,3,3 2 NE and 2 SPNE (only subgame!) 2 / 22 Non-credible

More information

Organizational Barriers to Technology Adoption: Evidence from Soccer-Ball Producers in Pakistan

Organizational Barriers to Technology Adoption: Evidence from Soccer-Ball Producers in Pakistan Organizational Barriers to Technology Adoption: Evidence from Soccer-Ball Producers in Pakistan David Atkin, Azam Chaudhry, Shamyla Chaudry Amit K. Khandelwal and Eric Verhoogen Sept. 016 Appendix B: Theory

More information

Sharing aggregate risks under moral hazard

Sharing aggregate risks under moral hazard Sharing aggregate risks under moral hazard Gabrielle Demange 1 November 2005 Abstract This paper discusses some of the problems associated with the efficient design of insurance schemes in the presence

More information

EconS Advanced Microeconomics II Handout on Subgame Perfect Equilibrium (SPNE)

EconS Advanced Microeconomics II Handout on Subgame Perfect Equilibrium (SPNE) EconS 3 - Advanced Microeconomics II Handout on Subgame Perfect Equilibrium (SPNE). Based on MWG 9.B.3 Consider the three-player nite game of perfect information depicted in gure. L R Player 3 l r a b

More information

The Firm-Growth Imperative: A Theory of Production and Personnel Management

The Firm-Growth Imperative: A Theory of Production and Personnel Management The Firm-Growth Imperative: A Theory of Production and Personnel Management Rongzhu Ke Hong Kong Baptist University Jin Li London School of Economics Michael Powell Kellogg School of Management Management

More information

Persuading Skeptics and Reaffirming Believers

Persuading Skeptics and Reaffirming Believers Persuading Skeptics and Reaffirming Believers May, 31 st, 2014 Becker-Friedman Institute Ricardo Alonso and Odilon Camara Marshall School of Business - USC Introduction Sender wants to influence decisions

More information

Negotiation: Strategic Approach

Negotiation: Strategic Approach Negotiation: Strategic pproach (September 3, 007) How to divide a pie / find a compromise among several possible allocations? Wage negotiations Price negotiation between a seller and a buyer Bargaining

More information

On Inducing Agents with Term Limits to Take Appropriate Risk

On Inducing Agents with Term Limits to Take Appropriate Risk On Inducing Agents with Term Limits to Take Appropriate Risk Rohan Dutta and Pierre-Yves Yanni August 7, 07 Abstract A principal needs agents to appropriately select a risky action over a safe one, with

More information

Combinatorial Agency of Threshold Functions

Combinatorial Agency of Threshold Functions Combinatorial Agency of Threshold Functions Shaili Jain 1 and David C. Parkes 2 1 Yale University, New Haven, CT shaili.jain@yale.edu 2 Harvard University, Cambridge, MA parkes@eecs.harvard.edu Abstract.

More information

5. Externalities and Public Goods. Externalities. Public Goods types. Public Goods

5. Externalities and Public Goods. Externalities. Public Goods types. Public Goods 5. Externalities and Public Goods 5. Externalities and Public Goods Externalities Welfare properties of Walrasian Equilibria rely on the hidden assumption of private goods: the consumption of the good

More information

Theory of Auctions. Carlos Hurtado. Jun 23th, Department of Economics University of Illinois at Urbana-Champaign

Theory of Auctions. Carlos Hurtado. Jun 23th, Department of Economics University of Illinois at Urbana-Champaign Theory of Auctions Carlos Hurtado Department of Economics University of Illinois at Urbana-Champaign hrtdmrt2@illinois.edu Jun 23th, 2015 C. Hurtado (UIUC - Economics) Game Theory On the Agenda 1 Formalizing

More information

Some Notes on Moral Hazard

Some Notes on Moral Hazard Some Notes on Moral Hazard John Morgan University of California at Berkeley Preliminaries Up until this point, we have been concerned mainly with the problem of private information on the part of the agent,

More information

Correlated Equilibrium in Games with Incomplete Information

Correlated Equilibrium in Games with Incomplete Information Correlated Equilibrium in Games with Incomplete Information Dirk Bergemann and Stephen Morris Econometric Society Summer Meeting June 2012 Robust Predictions Agenda game theoretic predictions are very

More information

Crowdsourcing contests

Crowdsourcing contests December 8, 2012 Table of contents 1 Introduction 2 Related Work 3 Model: Basics 4 Model: Participants 5 Homogeneous Effort 6 Extensions Table of Contents 1 Introduction 2 Related Work 3 Model: Basics

More information

Models of Reputation with Bayesian Updating

Models of Reputation with Bayesian Updating Models of Reputation with Bayesian Updating Jia Chen 1 The Tariff Game (Downs and Rocke 1996) 1.1 Basic Setting Two states, A and B, are setting the tariffs for trade. The basic setting of the game resembles

More information

5. Externalities and Public Goods

5. Externalities and Public Goods 5. Externalities and Public Goods Welfare properties of Walrasian Equilibria rely on the hidden assumption of private goods: the consumption of the good by one person has no effect on other people s utility,

More information

Moral Hazard: Part 2. April 16, 2018

Moral Hazard: Part 2. April 16, 2018 Moral Hazard: Part 2 April 16, 2018 The basic model: A is risk neutral We now turn to the problem of moral hazard (asymmetric information), where A is risk neutral. When A is risk neutral, u (t) is linear.

More information

Game Theory Fall 2003

Game Theory Fall 2003 Game Theory Fall 2003 Problem Set 1 [1] In this problem (see FT Ex. 1.1) you are asked to play with arbitrary 2 2 games just to get used to the idea of equilibrium computation. Specifically, consider the

More information

Economic Growth: Lecture 8, Overlapping Generations

Economic Growth: Lecture 8, Overlapping Generations 14.452 Economic Growth: Lecture 8, Overlapping Generations Daron Acemoglu MIT November 20, 2018 Daron Acemoglu (MIT) Economic Growth Lecture 8 November 20, 2018 1 / 46 Growth with Overlapping Generations

More information