Contracts, Risk-Sharing, and Incentives

Size: px
Start display at page:

Download "Contracts, Risk-Sharing, and Incentives"

Transcription

1 Contracts, Risk-Sharing, and Incentives Bruno Van der Linden Université catholique de Louvain January 25, 2011 (ESL-UCL) 1 / 102

2 Introduction The labour relationship: Generally a long-term one The labour contract: Often a relationship of subordination specifying rights and duties; does not list the consequences of every possible eventuality. Remuneration: In some cases linked to performance, in others not. (ESL-UCL) 2 / 102

3 Introduction Aims Why firms and workers engage in long term relationships? How the tradeoff between insurance and incentives acts upon the remuneration rule for labor? Why firms make use of hierarchical promotions and internal markets? The links between seniority, experience and wages. The efficiency wage theory. (ESL-UCL) 3 / 102

4 Introduction Standard approach in economics Standard stylized (narrow) view about human motivation: Employees seek to earn as much money as possible with minimal effort on the job (or minimal hours worked). The work done has no value per se. No possibility of identification with the firm (hence, no effort of the firm to affect employee s identification). No norms of behaviour (Which effort is normal? Fairness?) Worker s preferences are the same whether or not there is an incentive scheme or a supervisor. Part 1: Standard approach in economics. Covered by Chap. 6 of Cahuc and Zylberberg (2004). Note: For this part, slides adapted from those of Bart Cockx. Part 2: Tries to enlarge (a bit) the standard view. (ESL-UCL) 4 / 102

5 Road-map Introduction 1 1. Stylized narrow view about motivation 1.1. The Labour Contract 1.2. Risk-sharing 1.3. Incentives if results verifiable 1.4. Incentives in the Absence of Verifiable Results 2 2. Extension 2.1. Intrinsic motivation 2.2. Envy 3 References (ESL-UCL) 5 / 102

6 1. Stylized narrow view about motivation 1.1. The Labour Contract 1. The Labour Contract Contract theory explains how such contracts can be understood as a rational response to: 1 uncertainty of the environment 2 private information of the employer or the employee Uncertainty To what extent do labour contracts ensure workers (employers?) against risks? Private information How do labour contracts provide incentives to reveal private information? (ESL-UCL) 6 / 102

7 1. Stylized narrow view about motivation 1.1. The Labour Contract Typology of contracts Key questions: Can the employee s (and the employer s) activity be observed and if so is it verifiable by a third party (a court)? Two types of contract can be distinguished: 1 Complete or explicit contracts All clauses of the contract can be verified by a third party, a court; At the moment of signing, all circumstances can be foreseen. 2 Incomplete or implicit contracts All the clauses of the contract cannot be verified by a court or circumstances are too numerous; The contract must then be self-enforcing: both parties have a mutual interest in continuing the relationship; Only feasible in long-term relationship. (ESL-UCL) 7 / 102

8 1. Stylized narrow view about motivation 1.1. The Labour Contract Agency model or principal-agent model We study contracts within a principal-agent framework: The principal (=employer) proposes a contract; The agent (=employee) can either accept or refuse. In this chapter, by assumption, no frictions, workers have no bargaining power, it make sense to talk about the output of the agent. Two textbook cases: 1 employee s effort is observed and verifiable but employee s output is random 2 employee s effort is not verifiable: employer faces a moral hazard problem (ESL-UCL) 8 / 102

9 1. Stylized narrow view about motivation 1.2. Risk-sharing 2. Risk-sharing Why could this be important? Assume a one-worker one-firm setting. A1 The agent s preferences are represented by a quasi-concave utility function U(C, L) = U(C, 1 h), where C denotes the agent s consumption, h the number of hours worked (or effort ) and, therefore, L = 1 h, the agent s leisure time. Hours observed and verifiable. A2 The production of the agent = y = f (h, ε), where f h > 0, f ε > 0, f hh 0 and f hε > 0. A very simple situation with two possible states: E ={ε 1, ε 2 }, ε 1 < ε 2. A3 The profit of the principal is defined by the equality Π = f (h, ε) W, W being real compensation (or earnings) for h hours of work (wage rate is then W /h). A4 The random variable ε is verifiable. (ESL-UCL) 9 / 102

10 1. Stylized narrow view about motivation 1.2. Risk-sharing Benchmark case Pure competition and spot markets Definition: spot markets = markets open when the realisation of ε is known (i.e. ex-post ). Interpretation: ε captures the business cycle. Under perfect competition, free entry implies Π = 0 = f (h, ε) W. In equilibrium, ε, the pair (h, W ) verifies: [ ] dw f (h, ε) = W and f h (h, ε) = = U L(W, 1 h) dh U W (W, 1 h) (see next figure) Note: unchanged if the principal was risk-averse and maximizing v(π), with v > 0 and v 0. U (ESL-UCL) 10 / 102

11 1. Stylized narrow view about motivation 1.2. Risk-sharing Benchmark case Pure competition and spot markets Figure: 6.1 Earnings and hours worked in a perfectly competitive spot market (ESL-UCL) 11 / 102

12 1. Stylized narrow view about motivation 1.2. Risk-sharing Benchmark case Pure competition and spot markets Two major implications: 1 The allocation of labour is efficient ex-post but, from an ex-ante perspective, 1 risks are not shared efficiently (a notion made precise below): In particular, the wage fluctuates (a lot) with the realisation of ε. 2 Variations in real earnings are greater than variations in hours worked if, as empirical analyses suggest, the elasticity of the labor supply is weak w.r.to wages. Although some care is needed (earnings wage rates and hours employment), empirical observations suggest that real wage rigidity and large fluctuations in employment are standard. 1 I.e. before the realisation of the state ε is observed (ESL-UCL) 12 / 102

13 1. Stylized narrow view about motivation 1.2. Risk-sharing Motivation of this literature (started in the 1970s) 1 Can real-wage rigidity be explained by the desire of workers to be insured against the risk of layoff (when they are not (fully) insured by a public unemployment insurance scheme)? 2 Can this real-wage rigidity explain an inefficient allocation of labour and/or employment fluctuations? (ESL-UCL) 13 / 102

14 1. Stylized narrow view about motivation 1.2. Risk-sharing 2.1 Symmetric or verifiable information An individual insurance contract model Assumptions (slightly different from above) A1 Preferences: Unchanged. Note: effort (understood as hours worked) h is observable and verifiable. A2 Same technology but ε is a continuous random variable defined over the interval E = [ε, ε + ] the density of which is denoted by g(ε). A3 The profit of the principal: Unchanged. A4 Verifiability: Unchanged. A5 The principal may be risk-averse: v(π), with v > 0 and v 0. (ESL-UCL) 14 / 102

15 1. Stylized narrow view about motivation 1.2. Risk-sharing An individual insurance contract model A contingent insurance contract A contingent insurance contract specifies ex-ante a level of earnings W and a number of hours worked for each possible realisation of ε (hence, the expression contingent contract ) Formally, contract A = {W (ε), h(ε)} solves: max Ev[Π(ε)] s. to EU (W (ε), 1 h(ε)) U max EU (W (ε), 1 h(ε)) s. to Ev[Π(ε)] Π where U (resp. Π) measures expected external opportunities or (ESL-UCL) 15 / 102

16 1. Stylized narrow view about motivation 1.2. Risk-sharing An individual insurance contract model Optimality conditions The optimality conditions lead to two strong properties. 1. Whatever the state ε, labour is allocated efficiently (!): U L [W (ε), 1 h(ε)] U C [W (ε), 1 h(ε)] = f h [h(ε), ε], ε E (3) 2. The so-called Arrow-Borch condition for optimal risk-sharing: U C [W (ε), 1 h(ε)] U C [W (θ), 1 h(θ)] = v [Π(ε)] v, (ε, θ) E2 [Π(θ)] Risk-sharing efficiency requires that the marginal rate of substitution between any pair of state contingent payoffs be equal for all economic agents (ESL-UCL) 16 / 102

17 1. Stylized narrow view about motivation 1.2. Risk-sharing An individual insurance contract model Real wage rigidity? Then, Employers typically own assets while for most workers their human capital is their only (or major) asset. Hence, employers can diversify risks in financial markets. So, if ε only captures diversifiable risks (hence, not macroeconomic nor systemic risks), taking employers as risk neutral is a sensible assumption. 1 the Arrow-Borch condition implies that the marginal utility of consumption has to be equal in all states ε; 2 this does not in general imply full real wage rigidity. (ESL-UCL) 17 / 102

18 1. Stylized narrow view about motivation 1.2. Risk-sharing An individual insurance contract model Properties of the contract if employers are risk neutral Differentiating the FOCs wrt to ε, we obtain ( ) U 2 CL U CC U LL dh f hh U C U CC dε = f hε and dw dε = U CL dh U CC dε (4) 1 If we assume that U CC < 0 and (U CL ) 2 U CC U LL < 0 (sufficient conditions for quasi-concavity 2 ), hours worked are an increasing function of ε, since f h increases in ε. No ambiguity substitution vs income effects. 2 Earnings W is insensitive to the cycle if U CL = 0. Reflects risk-sharing. 2 i.e. U CC (U L /U C ) 2 2U CL (U L /U C ) + U LL < 0 (C, L) (ESL-UCL) 18 / 102

19 1. Stylized narrow view about motivation 1.2. Risk-sharing An individual insurance contract model Properties of the contract if employers are risk neutral About dw dε = U CL U CC dh dε : 3 Earnings W are pro-cyclical only if U CL < 0. Usually, U CL > 0 is assumed. For leisure to be a normal good, it can be shown that the following condition should be fulfilled : U CC U L }{{} U CL U C < 0 A sufficient condition is therefore U CL when leisure is a normal good, in a bad state, there is more leisure and hence the marginal utility of consumption increases. Then, to equate this marginal utility across states, higher earnings are needed in states with more leisure. (ESL-UCL) 19 / 102

20 1. Stylized narrow view about motivation 1.2. Risk-sharing An individual insurance contract model Properties of the contract if employers are risk neutral 4 If leisure is a normal good, the real wage rate w evolves counter-cyclicly: Deriving W (ε) w(ε) h(ε) wrt ε and using (4), we find that: dw dε = (U CL wu CC ) dh dε < 0 hu CC 5 Other implications if leisure is a normal good: 1 the agent s utility is counter-cyclical: du/dε = U C dw /dε U L dh/dε = [U C (U CL /U CC ) U L ]dh/dε < 0. 2 the firm has an interest to announce to the worker that the state ε is good, since then the worker accepts a contract in which he works more and receives a lower compensation W : profits then increase (see below) (ESL-UCL) 20 / 102

21 1. Stylized narrow view about motivation 1.2. Risk-sharing An individual insurance contract model Exercise Consider the utility function U[W + φ(1 h)] with U > 0, U 0, φ > 0 and φ 0. What are the signs of U CL and U CC U L U CL U C? Knowing this revisit Properties 1 to 5 above. Properties 3, 4, 5-1 are odd. Extension: Insurance and ex-post labor mobility. Prop. 5-2 what if ε non verifiable? Extension: Asymmetric or unverifiable information. (ESL-UCL) 21 / 102

22 1. Stylized narrow view about motivation 1.2. Risk-sharing Insurance and ex-post labor mobility p What if ex-post, there is a spot market where the worker can get the competitive spot wage W (ε)? Assume a stationary framework: A1 The number of hours worked is fixed: utility of an employee is a function of wage only U(W ); infinite life and discount factor δ ]0, 1[. A2 f (h, ε) = ε A3 Expected lifetime profits = E[ε W (ε)]/(1 δ), A4 Verifiability: Unchanged. A5 The principal is risk neutral A6 The worker can quit at each moment and earn the outside wage W (ε), where W (ε) > 0 Without mobility, insurance contract constant W (and w). (ESL-UCL) 22 / 102

23 1. Stylized narrow view about motivation 1.2. Risk-sharing Insurance and ex-post labor mobility Expected present value outside the contract: V (ε) = U[W (ε)] + δe V (θ) Expected present value in a firm offering a contract A = {W (ε)}: V (ε) = U [W (ε)] + δemax [ V (θ), V (θ) ] State-specific participation constraints: V (ε) V (ε), ε If U denotes EU[W (ε)], the participation constraints can be written as: U [W (ε)] + δ δ EU [W (θ)] U[W (ε)] + U, ε (6) 1 δ 1 δ (ESL-UCL) 23 / 102

24 1. Stylized narrow view about motivation 1.2. Risk-sharing Insurance and ex-post labor mobility Maximizing expected profits s. to the participation constraints (6): ε W (ε) max A={W (ε)} 1 δ [ +λ(ε) U [W (ε)] + δ δ EU [W (θ)] U[W (ε)] 1 δ 1 δ U where λ(ε) 0 is the Lagrangian multiplier associated to (6). For any ε, the F.O.C. w.r. to W (ε) can be written as: ] g(ε)dε [(1 δ)λ(ε) + δeλ(θ)] U [W (ε)] = 1 (7) (ESL-UCL) 24 / 102

25 1. Stylized narrow view about motivation 1.2. Risk-sharing Insurance and ex-post labor mobility Exploiting (7), i.e. [(1 δ)λ(ε) + δeλ(θ)] U [W (ε)] = 1: Let Λ + = {ε λ(ε) > 0} (participation constraints are binding). From (7), W (ε) is no more fully rigid for ε Λ +. Let ε 1 > ε 2, both in Λ +. Subtracting equalities (6), i.e. leads to U [W (ε)] + δ δ EU [W (θ)] = U[W (ε)] + 1 δ 1 δ U U [W (ε 1 )] U [W (ε 2 )] = U [ W (ε 1 ) ] U [ W (ε 2 ) ] > 0 sincew (ε) > 0 W (ε) > 0 over the set Λ +. Then, from (7), in Λ +, as U < 0, one has λ (ε) > 0. Λ + = {ε ε ε λ }, i.e. the set Λ + is made of all ε above a certain threshold value (ε λ ). (ESL-UCL) 25 / 102

26 1. Stylized narrow view about motivation 1.2. Risk-sharing Insurance and ex-post labor mobility Figure: 6.2 The wage contract with labor mobility If principal could break the contract if profits become too low, then wages should not be completely rigid downwards. (ESL-UCL) 26 / 102

27 1. Stylized narrow view about motivation 1.2. Risk-sharing Asymmetric or Unverifiable Information Static model Only the (risk-neutral) principal observes the true values of the productivity shock ε. The principal may have an incentive to hide this information to the agent. How can one design a contract such that the principle has an incentive to reveal the correct information? The Revelation Principle Consider any contingent contract A = {W (ε), h(ε)}. For any true state ε, the principal announces the state m(ε) that maximizes its profits: m(ε) = ArgMax {f [h(θ), ε] W (θ)} (8) θ (ESL-UCL) 27 / 102

28 1. Stylized narrow view about motivation 1.2. Risk-sharing The Revelation Principle Consider now a contingent contract  = {Ŵ (ε), ĥ(ε)} = {W (m(ε)), h(m(ε))} Contract  is incentive-compatible, i.e. the principal can never make more profit by lying then by revealing the truth. Assume that  is in force, the principal announces that the state is θ while it is actually ε. Then the principal makes a loss: ] f [ĥ(θ), ε Ŵ (θ) f {h[m(θ)], ε} W [m(θ)] Max {f [h(s), ε] W (s)} s f [h(m(ε)), ε] W (m(ε)) = f [ĥ(ε), ε] Ŵ (ε) Contracts A and  lead to the same allocations and compensations. (ESL-UCL) 28 / 102

29 1. Stylized narrow view about motivation 1.2. Risk-sharing Asymmetric or Unverifiable Information The Incentive-Compatible contract Since it is possible to associate any contract with an incentive-compatible contract that leads to the same allocation of resources, the search for the optimal contract can be confined to the set of incentive-compatible contracts. This second-best contract solves: max E Π(ε) s. to A EU (W (ε), 1 h(ε)) U f [h(ε), ε] W (ε) f [h(θ), ε] W (θ), (ε, θ) (I-C) In general, complex problem! (ESL-UCL) 29 / 102

30 1. Stylized narrow view about motivation 1.2. Risk-sharing Asymmetric or Unverifiable Information The first-best contract (i.e. the one when (I-C) contraints are ignored) is also optimal under asymmetric information if leisure is not affected by the income level. For then, from the optimality conditions, announcing that the state is better than the true one increases real output and the wage bill to the same extent (Formula (12) in CZ2004). If U CL 0 (hence, leisure normal good), we saw (see Prop 5.2 above) that the first-best contract is characterized by dh/dε > 0 > dw /dε. So, the firm has an interest to announce to the worker that the state is good (actually, ε + ) since then the worker accepts a contract in which he works more and receives a lower compensation W. If leisure is an inferior good, the firm announces ε. (ESL-UCL) 30 / 102

31 1. Stylized narrow view about motivation 1.2. Risk-sharing Asymmetric or Unverifiable Information An example with two equiprobable states of nature ε + > ε A3 f (h, ε) = εh ( f h (h, ε) = ε). The Principal s Problem Max (h i,w i ) i=+, Subject to constraints: [ 1 ( ε + h + W +) + 1 ( ε h W )] U(W +, 1 h + ) U(W, 1 h ) U (14) ε + h + W + ε + h W (15) ε h W ε h + W + (16) (ESL-UCL) 31 / 102

32 1. Stylized narrow view about motivation 1.2. Risk-sharing Asymmetric or Unverifiable Information An example with two equiprobable states of nature ε + > ε The optimal contract when leisure is a normal good The principal only has an incentive to lie if the bad state realises; The incentive compatible contract avoids this, since it requires the principal to pay a high wages if it announces a good state. wages (and hours) and economic conditions unambiguously move in the same direction: h + > h, W + > W. The FOC also results in over-employment in good states, but not in underemployment in bad states: MRS CL (ε + ) = U L(W +, 1 h + ) U C (W +, 1 h + ) > ε+ = MPL(ε + ) (22) MRS CL (ε ) = U L(W, 1 h ) U C (W, 1 h ) = ε = MPL(ε ) (23) (ESL-UCL) 32 / 102

33 1. Stylized narrow view about motivation 1.2. Risk-sharing Risk-sharing Conclusion It is standard to conclude that taking risk-sharing between employers and employees into account can help understanding the low variability of real wages, can help understanding the procyclicity of hours and compensation, does not yield insight into the reasons for underemployment in bad states. The last conclusion is however questioned by e.g. Drèze (1997) who stresses that coordination failures sustained by wage rigidities cause pervasive underutilisation of resources. For him, risk-sharing is a natural reason for these wage rigidities. (ESL-UCL) 33 / 102

34 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable 3. Incentives if results are verifiable 3.1 The principal-agent model with hidden action The problem 1 Actions followed by the realisation of some random process lead to results of an agent s activity. 2 Actions of the agent (effort) are not verifiable by a third party, 3 but results of actions are. 3 Consequence: a trade-off between providing incentives (to induce effort) and insurance. The solution: An explicit performance contract: 1 Define the action of the agent as a reaction to a wage contract, before a random shock, affecting the result of this action, realises. 2 Determine the choice of the principal, anticipating the action of the agent 3 In the words of some authors: effort is not contractible. (ESL-UCL) 34 / 102

35 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable The principal-agent model with hidden action Assumptions and Notations: Timing of decisions Decisions unfold in the following sequence: 1 the principal offers a contract; 2 the agent accepts the contract, or turns it down; 3 if the agent turns it down, the protagonists go their separate ways, but if the agent accepts it, he or she then supplies an effort; let e denote the optimally chosen effort level. 4 a random event ε which affects the result of the agent s effort e occurs; 5 the principal and the agent observe the result; 6 the principal remunerates the agent according to the terms of the contract Note: This requires that the notion of the result of an agent makes sense. OK for a salesman. Also in the case of teams of workers??? (ESL-UCL) 35 / 102

36 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable The principal-agent model with hidden action Assumptions and Notations A1 Preferences of the agent of the CARA type: U [W C(e)] = exp { a [W C(e)]} (24) W is wage income, e the agent s unverifiable effort, C(e) is the cost of effort, where C > 0 4 and C > 0, and a > 0 is the index of absolute risk aversion, equal to U /U. A2 Effort results in a certain level of verifiable but random production: y = e + ε, where ε is a normal random variable with zero mean and standard error σ. A3 The explicit performance wage contract is linear in y: W = w + by, where w is a fixed wage and b is a piece-rate on production. 4 With a more general specification U(W, e) one could let U/ e > 0 over some range. Yet, the optimum cannot be in this range since the worker would unilaterally increase e and hence profits and his own utility. (ESL-UCL) 36 / 102

37 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable The principal-agent model with hidden action The agent s effort level If the agent accepts the contract, he takes the wage contract as given and chooses his effort as to maximise expected utility: EU = exp { a [w + be C(e)]} E [exp( abε)] { = exp a [w + be C(e) ab2 σ 2 ]} 2 since the exponential of a Normal random [ variable ] X N (µ, σ 2 ) is log-normally distributed with mean exp µ + σ2 2. The chosen effort e trades-off the benefits and costs of marginally increasing effort: C (e ) = b defines e = e (b) with de db = 1 C (e ) (ESL-UCL) 37 / 102

38 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable The principal-agent model with hidden action The Principal s Behaviour The expected profit of the principal is E(y W ) = E(1 b)(e + ε) w = (1 b)e w. Max [(1 {w, b} b)e w] s. to C (e ) = b, EU U exp{ a x} (25) The binding participation constraint can be rewritten as: w = x be + C(e ) + ab2 σ 2 The optimisation problem can therefore be rewritten as: [ ] Max e (b) C[e (b)] a {C [e (b)]} 2 σ 2 x {b} 2 2 (26) (ESL-UCL) 38 / 102

39 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable The principal-agent model with hidden action The Optimal Remuneration Rule The piece rate (or variable part of total remuneration) is b = ac (e )σ 2 < 1 b a b < 0, < 0, (27) σ2 and w is given by (26) evaluated at b. (27) captures the trade-off between providing incentives and insurance: The magnitude of the piece rate decreases with absolute risk-aversion the variance of the noise ε the concavity of the cost of effort (i.e. how the marginal cost of effort varies) Note: risk-aversion is taken into account by the principal because of the participation constraint EU U. (ESL-UCL) 39 / 102

40 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable The principal-agent model with hidden action The Optimal Remuneration Rule: An example Let C(e) = c e 2 /2, c > 0. Then as C (e) = c i.e. is constant: b = 1/(1 + a σ 2 c), where aσ 2 is called the risk factor, and e = b /c. Contrary to Formula (29) in the book, I find that w = x 1 a σ 2 c 2c (1 + a σ 2 c) 2 = x (b ) 2 1 a σ2 c 2c A rise in σ or in a induces an increase in the fixed wage component w if a σ 2 c < 3. (ESL-UCL) 40 / 102

41 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable The principal-agent model with hidden action Two limit cases for comparison Comparison with the first-best outcome: e verifiable is part of the contract chosen by the firm. The latter solves: Max [e (w + be)] subject to w + be C(e) ab2 σ 2 {w, b,e} 2 Indexing the first-best with superscript o: b o = 0, C (e o ) = 1, w o = x + C(e o ) i.e. full insurance; e o > e since C (e ) = b < 1. If risk-neutral workers (a = 0), b = 1. x (ESL-UCL) 41 / 102

42 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable In practice, how does the employer know the employee s best response? The employer can arrive at an estimate of the best effort response C (e ) = b by varying b and observing the effects on output since on average Ey = e It is here assumed that the estimate e (b) is accurate. (ESL-UCL) 42 / 102

43 Empirical findings p Stylized narrow view about motivation 1.3. Incentives if results verifiable 1 Empirical findings confirm theory: move to incentive contract raises productivity; increases variance of performance; reduces (increases) quit rate of most (least) productive workers. attracts more productive applicants. 2 However, financial incentives can have counterproductive effects: experimental and field evidence indicates that extrinsic motivation (contingent rewards) can sometimes conflict with intrinsic motivation (the individual s desire to perform the task for its own sake) (Bénabou and Tirole, 2003, p. 490) : In what cases should financial incentives be used with caution? A growing literature that requires a less narrow view about human motivation... see Part 2. (ESL-UCL) 43 / 102

44 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable 3.2 Should Remuneration Always Be Individualised? Initial idea: Why a contrat influenced exclusively by individual production? If there are other verifiable variables, their utilization could lead to more efficient contracts. The Agency Model with Two Signals A5 The principal observes a verifiable signal ε N(0, σ 2 ) that is possibly correlated with the component of individual production y that is unrelated to effort, i.e. with ε N(0, σ 2 ): cov(ε, ε) = ρσ 2. Main application: If the results of the agent s effort are correlated to the results of colleagues (because, say, of common shocks). A3 The linear wage contract takes the following form: W = w + by b ε (ESL-UCL) 44 / 102

45 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable The Agency Model with Two Signals Now, the expected utility is: [ [ EU = exp { a [w + be C(e)]} E exp( a bε b ε ] ] ) { = exp a [w + be C(e) aσ2 ( b b ) ]} 2 2ρb b The chosen effort still verifies: C (e ) = b which defines e = e (b) As E ε = 0, the problem of the principal is: Max {w,b, b} [(1 b)e w] s.to C (e ) = b, EU exp{ a x} (ESL-UCL) 45 / 102

46 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable The Optimal Compensation Rule The binding participation constraint can be rewritten as: w = x be + C(e ) + aσ2 2 ( b 2 + b ) 2 2ρb b (30) The optimisation problem can therefore be rewritten as: Max [e (b) C[e (b)] aσ2 ( b 2 + {b, b} 2 b ) ] 2 2ρb b x (ESL-UCL) 46 / 102

47 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable The Optimal Compensation Rule From the f.o.c. s: b = a[1 ρ 2 ]C (e )σ 2 < 1 b b > 0; ρ a, b σ 2 < 0, b = ρb d b dρ = b + ρ b ρ W = w + b y b ε, w from (30) > 0 if ρ > 0, 1 ρ = 0 b = 0: The second signal just adds in noise ignore it 2 1 ρ > 0 b b > 0. An increase in the signal ε reduces the compensation W since the positive correlation induces that (statistically) y is higher because ε is bigger, too. 3 1 ρ < 0 b < 0 < b. (ESL-UCL) 47 / 102

48 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable 3.3 Some reasons why performance pay may be inefficient Multitasking A1 The preferences of the agent are as in A1: CARA utility function but with two efforts; effort (time) devoted to two distinct tasks is perfectly substitutable: C(e 1, e 2 ) = C(e 1 + e 2 ). A2 y 1 = e 1 + ε 1, y 2 = e 2 + ε 2 where ε i N(0, σ 2 i ), i = 1, 2. cov(ε 1, ε 2 ) = σ 12 A3 W = w + b 1 y 1 + b 2 y 2. Hence, W = W (ε 1, ε 2 ). The agent s behaviour: Max EU {e 1,e 2 } { [ = Max exp a w + b 1 e 1 + b 2 e 2 C(e 1 + e 2 ) {e 1,e 2 } a ]} 2 Var[W (ε 1, ε 2 )] (ESL-UCL) 48 / 102

49 Multitasking 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable The FOC s are: b i = C (e1 + e 2 ), for i = 1, 2. This implies that b1 = b 2. The principal must remunerate the effort devoted to each activity equally. Otherwise the agent will devote all effort to the activity that is best remunerated.it can be checked that: b 1 = b 2 = ac (e 1 + e 2 )(σ σ 12 + σ 2 2 ) Consequence: Suppose that the performance of one of the agent s tasks cannot be measured: e.g. σ 1. Then b1 = b 2 = 0. So, whenever it s difficult to measure the performance of one task, performance pay becomes inefficient if e 1, e 2 perfect substitutes. (ESL-UCL) 49 / 102

50 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable Supervision and rent-seeking Often the principal does not observe agent s output but well supervisors who are themselves agents: 1 To avoid friction with collaborators, supervisors tend to write favourable performance reports problem of measurement of performance. 2 Or, agents try to influence performance reports by undertaking actions that attempt to "impress" supervisors: rent-seeking or lobbying The book focuses on case 2. (ESL-UCL) 50 / 102

51 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable A Model with Rent-Seeking A1 Preferences and cost of effort as in A1. In addition, there is a cost for rent-seeking activity α: K (α), where K > 0 and K > 0. A3 Output is y but the supervisor reports to the principal that it is y + α W = w + b(y + α) Observe that α has no productive value: Assumption A2 is maintained: y = e + ε The behaviour of the agent C (e ) = K (α ) = b The Optimal Pay Scheme [ Max b e (b) C[e (b)] K [α (b)] a {C [e (b)]} 2 σ 2 2 x ] (ESL-UCL) 51 / 102

52 1. Stylized narrow view about motivation 1.3. Incentives if results verifiable A Model with Rent-Seeking The Optimal Pay Scheme b = C (e ) K (α ) + ac (e )σ 2 The less costly rent-seeking, the smaller K (α ), the smaller is the performance pay. With risk-neutral agents (a = 0) the first-best solution, b = 1, can no longer be attained. Conclusion: If performance is not verifiable due to complex tasks, components of which are not measurable or due to rent seeking activities, then other contractual should be designed to provide incentives: Promotions on the basis of relative performance; Seniority rules in long-term contracts. (ESL-UCL) 52 / 102

53 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results 4. Incentives when results are not verifiable What if both, effort and individual performance are unverifiable? Double moral hazard problem. Answers: 4.1 An internal market + a system of promotions 1 if relative performance (= ordinal) is easier to measure than absolute performance (= cardinal); 2 if relative performance is verifiable: One can publicly announce in advance the wage increase to which the promotion entitles and the number of promoted workers = verifiable clauses; One should limit rent-seeking behaviour: (i) if the firm systematically favours candidates without merit, this will harm the firm s reputation and one will no longer be willing to work in this firm. (ii) One may design procedures such that rent-seeking behaviour is hampered: e.g. assign outside members to the promotion committee. 4.2 Compensation rules based on seniority (ESL-UCL) 53 / 102

54 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results 4.1 Promotions and Tournaments A (single period) Tournament Model A1P (Homogeneous) agents are risk-neutral: U = W C(e), where C(0) = 0, C > 0 and C > 0. A2P Effort (e 0) results in a certain level of unverifiable and random production: y = e + ε, where ε is a normal random variable with zero mean and standard error σ. CDF Φ( ), φ( ) Φ ( ). All the workers specific ε are. A3P A large firm with N employees, among which L will be promoted and get a bonus b in addition to the base wage w 0. Wage bill = w 0 N + bl. Announcing {w 0, b, L} is formally equivalent to a contract {w 0, b, y}, where promotion takes place if y > ȳ > 0. Reason: if N sufficiently large, L N = [1 Φ(ȳ e )]. A4P The expected profit per capita of the firm is: Eπ = E(y W ) = e w 0 b [1 Φ(ȳ e )] (ESL-UCL) 54 / 102

55 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results A Tournament Model The Behaviour of the Agent MaxEU = Max {w 0 + b [1 Φ(ȳ e)] C(e)} (33) e e The FOC leads to the following incentive constraint: b φ(ȳ e ) = C (e ) e = e (b, ȳ) (34) The 2 nd order condition requires: bφ + C > 0. One can check that de /db 0 and de /dȳ 0. The Behaviour of the Principal The principal maximises expected per capita profits taking the incentive and participation constraints (EU > U) into account. The latter binds ex ante (not ex post for those promoted) and verifies the following expression: w 0 + b [1 Φ(ȳ e )] = U + C(e ) (36) (ESL-UCL) 55 / 102

56 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results A Tournament Model Inserting these in the expression of expected profits (per capita) results in the following optimisation problem: { Max e (b, ȳ) C[e (b, ȳ)] U } {b,ȳ} The FOC determines the optimal level of effort (if de /db 0 and de /dȳ 0): C (e ) = 1 (37) Note that: Given the assumed properties of C( ), e is unique. Condition (37) entails the first-best level of effort: a consequence of risk-neutrality of the agent. (ESL-UCL) 56 / 102

57 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results The contract is characterized by {w 0, b, y}. Given the first best value e, this vector solves the incentive constraint: and b φ(ȳ e ) = C (e ) = 1 (34) w 0 + b [1 Φ(ȳ e )] = U + C(e ) (36) where as before U is exogenously given. So there remains a degree of freedom (say, w 0 ). In the original paper (Malcomson, 1984), the model has 2 periods and the promotion takes place between the 1 st and the 2 nd one (in between the worker can leave and take a job in a period-2 spot market ). This complicates the model and imposes more constraints on the optimal contract. The number of promoted is L = N [1 Φ(ȳ e )] (assuming that the law of large numbers can be applied!). (ESL-UCL) 57 / 102

58 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results A Tournament Model Increasing risk i.e. σ The density of a normal distribution satisfies the following conditions: φ(0) = 1/σ 2Π and φ (0) = 0 Therefore, if e is sufficiently close to ȳ, the incentive and participation constraints (34 and 36) jointly with the FOC (37) can be approximated as follows: b σ 2Π and [1 Φ(ȳ e )] C(e ) + U w 0 σ 2Π Increasing risk (σ) increases the wage gap, b, and reduces the proportion of promotions, (1 Φ). (ESL-UCL) 58 / 102

59 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results A Tournament Model Increasing risk i.e. σ If the risk increases with the hierarchical grade (e.g. because jobs become increasingly complex), we should observe the wage gain to increase with this number; (Unmodelled) workers risk-aversion, on the other hand, should decrease the wage gain. The following figure illustrates the first prediction. It concerns a large US firm of the service sector. Eight levels are distinguished. The average wage corresponding to each grade increases at an increasing rate as we move up the hierarchy. This figure also shows a dispersion of wages within each grade ( in addition to the tournament, another incentive scheme is in place). (ESL-UCL) 59 / 102

60 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results A Tournament Model Empirical evidence Figure: Salary ranges by level of hierarchy (ESL-UCL) 60 / 102

61 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Tournaments and Rent-seeking Are seniority rules so bad after all? A1P In addition to A1, the worker can engage in a rent-seeking activity, α to impress his supervisor. This entails cost, K (α), where K > 0 and K > 0. A3P If y + α = e + ε + α > r, then W = w 0 + b, b > 0; Otherwise, W = w 0. For any r and b, the agent maximises expected utility wrt e and α: Max {w 0 + b [1 Φ( r e α)] C(e) K (α)} {e,α} This results in the following FOC: bφ( r e α ) = C (e ) = K (α ) (40) (ESL-UCL) 61 / 102

62 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Tournaments and Rent-seeking Are seniority rules so bad after all? Inserting this together with the participation constraint w 0 + b [1 Φ( r e α )] = U + C(e ) + K (α ) (41) in the maximisation problem of the principal, this yields: Max {b, r} {e (b, r) C[e (b, r)] K [α (b, r)]} This results in the following FOC: K (α ) = C (e ) = K (α ) C (e ) + K (α ) < 1 (42) The interest in staging promotions is lessened since effort falls. Other problems: sabotage by competing colleagues; issues of fairness. (ESL-UCL) 62 / 102

63 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Exercise 1 What is an explicit performance contract? To answer that question, you do not need to model such a contract. Explain in words the economic assumptions needed for such a contract and the main features of it. 2 Why do employers offer such a contract rather than a fixed wage contract? 3 Linear performance contracts, maximizing profits, usually index wages only partially and not completely to performance (single task, no rent-seeking). What are the key factors that determine the degree in which wages should be linked to performance? How do they affect the optimal performance contract and thereby profits? What s the intuition behind? 4 Why may it be sensible rather than directly relating wages to measured performance - to link wages to a system of promotions? (ESL-UCL) 63 / 102

64 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results 4.2 The role of seniority The shirking model Dynamic model where the agent s production is not verifiable. We search for a self-enforcing contract (the partners stay together if and only if the two parties have a mutual interest to do so). A1S The worker is risk neutral and exerts two levels of effort: 0 or e > 0 to which are associated costs of respectively 0 and C > 0. A2S Production at date t, y t > 0, is only realised if e > 0, but due to costs of supervision the firm inspects the production level (and therefore effort) only with an exogenous probability p (0, 1). A3S Since effort is unverifiable the wage cannot be linked to the level of effort. Instead the employer offers a contract {w t ; t = 0, 1,.., + } that is paid until the worker is caught shirking; if caught the worker is paid the wage until the end of the period and is fired. (ESL-UCL) 64 / 102

65 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results The model The Behaviour of the Principal In a discrete time framework, δ (0, 1] being the discount factor and q (0, 1) an exogenous probability of separation, the expected discounted profit solves: Π t = y t w t + δ [ (1 q)max(π t+1, Π s t+1 ) + q Π t+1 ] (43) where Π t+1 designates the profit if the contractual relationship ends and Π s t+1 the expected profit is the firm cheats (i.e. breaks the contract, wrongly claiming that the worker shirks ). The latter is given by Π s t = y t w t + δ Π t+1 (44) (ESL-UCL) 65 / 102

66 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results The shirking model The Behaviour of the Principal The employer s incentive constraint is Π t Π s t : Π t Π s t = δ(1 q) [ Max(Π t+1, Π s t+1 ) Π t+1 ] 0, t 0 Π t+1 Π t+1, t 0 Only future rents matter! If one also considers the participation constraint, Π 0 Π 0, we obtain Π t Π t, t 0 (ESL-UCL) 66 / 102

67 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results The shirking model The Behaviour of the Agent V t = w t C + δ [ (1 q)max(v t+1, V s t+1 ) + q V t+1 ] (45) where Vt+1 s is the expected lifetime utility of the worker who shirks and V t+1 is the outside utility. The former is equal to V s t = w t + (1 p)δ [ (1 q)max(v t+1, V s t+1 ) + q V t+1 ] + pδ Vt+1 (46) The worker s incentive constraint is then V t V s t = C + pδ(1 q) [ Max(V t+1, V s t+1 ) V t+1 ] 0, t 0 V t+1 V t+1 C > 0, t 0 (47) pδ(1 q) (ESL-UCL) 67 / 102

68 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results The shirking model Rent and Set of Feasible Contracts The set of feasible contracts, P, is defined by: { } (Π t, V t ) Π t Π t, V t+1 V C t+1 pδ(1 q), V 0 V 0, t 0 (48) Surplus and the Existence of Self-Enforcing Contracts The global surplus is the sum of rents procured by the contract: S t V t V t + Π t Π t, t 0 By adding up (43) and (45), the surplus is defined by: S t δ(1 q)s t+1 = y t C + δ( Π t+1 + V t+1 ) ( V t + Π t ), t 0 (49) the surplus is exogenous since the RHS is taken as exogenous by the partners. (ESL-UCL) 68 / 102

69 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results The shirking model Rent and Set of Feasible Contracts Using that Π t Π t = S t (V t V t ) for all t 0, the set P can be characterised in relation to the exogenous surplus. So, P can be rewritten as the set of {V t } t 0 such that: S t+1 V t+1 V t+1 C pδ(1 q), S 0 V 0 V 0 0, t 0 (50) A self-enforcing contract will therefore only exist if P S 0 0 and S t+1 C, t 0 (51) pδ(1 q) The non-verifiability of effort and performance leads to Pareto inefficiency: if the surplus is positive, but not large enough, mutually advantageous production is not realised: explains why workers with a low productivity are excluded from long-term contractual relationships. (ESL-UCL) 69 / 102

70 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results The shirking model Rent and the Optimal Contract The optimal contract is found by maximising the expected profits Π t = V t + ( V t + Π t + S t ) over P, t. As V t + Π t + S t is exogenous, this results in choosing the lowest value of V t over the set P: (i) if P, then V 0 = V 0, V t+1 = V t+1 + C/pδ(1 q), t 0 (ii) if P =, no self-enforcing contract exists. (52) The worker does not obtain any rent at time t = 0: V 0 = V 0 ; Incentives to provide effort result from a strictly positive rent in all subsequent periods (t > 0); The principal captures the entire surplus at t = 0: Π 0 Π 0 = S 0 0. (ESL-UCL) 70 / 102

71 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Seniority, Experience and Wage The Reasons Why Wages Rise with Seniority 1 The accumulation of general human capital leads to an increasing relationship between experience (i.e. employment durations) and wages; 2 The accumulation of specific human capital leads to an increasing relationship between seniority (i.e. duration of employment in the same firm) and wages if workers have some bargaining power; 3 On-the-job search leads to an increasing relationship between experience and wages; 4 Revelation of information on the worker s abilities allows to assign to worker to tasks that match their abilities and may therefore lead to an increasing relationship between seniority and wages; 5 A deferred payment scheme provides incentives to work hard and explain why wages rise with seniority. (ESL-UCL) 71 / 102

72 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Seniority, Experience and Wage The Optimal Wage Profile in the Shirking Model Combining the expression for the expected utility of the worker (45) and the relation (52) defining an optimal contract and assuming that the outside opportunities procure an instantaneous utility w t C, the optimal wages are: w 0 = w 0 C p < w 0 (55) w t = w t + C [ ] 1 p δ(1 q) 1 > w t, t 1 (56) Proof of (56): By (45) in the set P, V t = w t C + δ(1 q) [ ] V t+1 V t+1 + δv t+1 w t = V t δv }{{ t+1 + C + C [ ] 1 } p δ(1 q) 1 (53) w t C (ESL-UCL) 72 / 102

73 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Seniority, Experience and Wage The Optimal Wage Profile in the Shirking Model Figure: The profile of optimal wages with general human capital and deferred payments. (ESL-UCL) 73 / 102

74 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Seniority, Experience and Wage A bonding mechanism The optimal wage profile described by relations (55) and (56) is interpretable as an incentive mechanism in which there is a bond the agent is obliged to post at the time of hiring which will be gradually paid back to him or her. Is such a bonding mechanism plausible? Arguably, not (see Section 4.4.). (ESL-UCL) 74 / 102

75 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Seniority, Experience and Wage The Optimal Wage Profile in the Shirking Model The deferred payment takes an extreme form: Only the hiring wage w 0 is lower than the outside wage w 0 (e.g. the competitive wage). As of t = 1, dw t /dw t = 1. General human capital affects the outside wage and hence w t but specific human capital does not affect w t, hence nor w t (recall that workers bargaining power = 0!) More generally, a less extreme form of deferred payment if heterogeneity in the ability of workers; and time required for these abilities to be revealed to the employer. (ESL-UCL) 75 / 102

76 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results 4.3 Empirical Elements on Experience, Seniority, and Wages Estimating the return to seniority Let w ijt be the wage of individual i in firm j in year t. With "ed" for education, "ex" for experience and "te" for seniority and ignoring non linearities, the basic equation writes: Problem: ln w ijt = β + β t t + β ed ed ijt + β ex ex it + β te te ijt + ε ijt (57) 1 Unobserved heterogeneity bias: More efficient workers also have larger seniority and experience. 2 Endogeneity bias: participation and therefore experience is positively related to wages; quits are negatively related to wages and therefore seniority positively. (ESL-UCL) 76 / 102

77 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Estimating the return to seniority To see this more clearly we decompose the error term as follows: ε ijt = η i + µ ij + ζ ijt (58) where η i is a fixed unobserved individual component, µ ij is an unobserved match specific component of worker i employed in firm j and ζ ijt is a random term. In general, η i and µ ij are correlated with experience and seniority and the OLS estimator of equation (57) is therefore inconsistent. (ESL-UCL) 77 / 102

78 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Estimating the return to seniority Solutions 1. Abraham and Farber (1987) ln w ijt = β + β t t + β ed ed ijt + β ex ex ijt + β te te ijt + β du du ij + ε ijt where du ij is the total effective job duration of worker i in firm j. Problems: right censoring of these durations; does not account for correlation between unobserved individual effects and experience; It does not account for variation of the match specific effect over the job spell: µ ijt instead of µ ij. (ESL-UCL) 78 / 102

79 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Estimating the return to seniority Solutions 2. Topel (1991) ln w ijt = b + β t t + b ed ed ijt + b ex ex 0 ij + b te te ijt + ε ijt where the term ex 0 ij designates the experience of individual i at the time he or she is hired for job j. 1 Estimate this equation in differences, retaining only workers who do not change jobs between 2 dates. This identifies a consistent estimator of b te ; 2 In a second stage Topel fits the following equation: ln w ijt ˆb te te ijt ˆβ t t = b + b ed ed ijt + b ex ex 0 ij + ε ijt (59) where ˆb te ˆb ex is the return to seniority. (ESL-UCL) 79 / 102

80 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Estimating the return to seniority Topel (1991) Problems: 1 First step is consistent only if the wages grow at same rate independently of whether workers stay or not within the firm. Justifies this by the finding that all wages vary according to a random walk; 2 In the second step, b ed may be biased upwards, since experience can be positively correlated with the unobserved productivity components of workers ˆb te ˆb ex is a lower bound to the return of seniority. Conclusion Researchers tackling these problems find results close to Topel s: 10 years of seniority increases wages by 25% and 10 years of experience by 34%. One also finds that returns to seniority in an industry are more important than within a firm. (ESL-UCL) 80 / 102

81 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results On the Mechanism of Deferred Payment 1 See figure 6.5 in CZ: The time profile of the wage income of a salesperson follows closely the productivity profile (output of the salesperson is arguably verifiable); For managers the wages start off below productivity and ends above (output arguably not verifiable). [ 2 Formula (56), namely w t = w t + C 1 p δ(1 q) ], 1 predicts w t / p < 0. Firms (hospitals) pay higher wages the lower the supervisor/employee ratio (proxy for the probability p that effort is verified). (ESL-UCL) 81 / 102

82 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results 4.4. Efficiency wages and involuntary unemployment Since credit markets are imperfect, Shapiro and Stiglitz (1984) argue that the bonding mechanism is infeasible; Assume instead that employer must pay the same wage in every period This results in involuntary unemployment as an incentive device. Shapiro and Stiglitz (1984) consider an economy populated with homogeneous workers and firms. (ESL-UCL) 82 / 102

83 1. Stylized narrow view about motivation 1.4. Incentives in the Absence of Verifiable Results Efficiency wages A particular stationary version of the shirking model Shapiro and Stiglitz (1984) assume a stationary version where V t = V, t 0. Then, (53) simplifies: w t = w = V t δv }{{ t+1 + C + C [ ] 1 } p δ(1 q) 1 (1 δ)v (60) Moreover in the set P, t, one has V V = C/pδ(1 q) > 0, where V is here interpreted as the expected utility of an unemployed person: V = z + δ [ sv + (1 s)v ] C (1 δ)v = z + s p(1 q) in which z is the gains in unemployment and s is the probability of being hired. Note: shirking = a misconduct z unemployment benefits as these are normally only paid to the involuntary unemployed. (ESL-UCL) 83 / 102

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

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

Lecture 5: Labour Economics and Wage-Setting Theory

Lecture 5: Labour Economics and Wage-Setting Theory Lecture 5: Labour Economics and Wage-Setting Theory Spring 2017 Lars Calmfors Literature: Chapter 7 Cahuc-Carcillo-Zylberberg: 435-445 1 Topics Weakly efficient bargaining Strongly efficient bargaining

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

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

Optimal Insurance of Search Risk

Optimal Insurance of Search Risk Optimal Insurance of Search Risk Mikhail Golosov Yale University and NBER Pricila Maziero University of Pennsylvania Guido Menzio University of Pennsylvania and NBER November 2011 Introduction Search and

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

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

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

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

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

The Harris-Todaro model

The Harris-Todaro model Yves Zenou Research Institute of Industrial Economics July 3, 2006 The Harris-Todaro model In two seminal papers, Todaro (1969) and Harris and Todaro (1970) have developed a canonical model of rural-urban

More information

Toulouse School of Economics, M2 Macroeconomics 1 Professor Franck Portier. Exam Solution

Toulouse School of Economics, M2 Macroeconomics 1 Professor Franck Portier. Exam Solution Toulouse School of Economics, 2013-2014 M2 Macroeconomics 1 Professor Franck Portier Exam Solution This is a 3 hours exam. Class slides and any handwritten material are allowed. You must write legibly.

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

Economics 2450A: Public Economics Section 8: Optimal Minimum Wage and Introduction to Capital Taxation

Economics 2450A: Public Economics Section 8: Optimal Minimum Wage and Introduction to Capital Taxation Economics 2450A: Public Economics Section 8: Optimal Minimum Wage and Introduction to Capital Taxation Matteo Paradisi November 1, 2016 In this Section we develop a theoretical analysis of optimal minimum

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

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

1 The Basic RBC Model

1 The Basic RBC Model IHS 2016, Macroeconomics III Michael Reiter Ch. 1: Notes on RBC Model 1 1 The Basic RBC Model 1.1 Description of Model Variables y z k L c I w r output level of technology (exogenous) capital at end of

More information

The Real Business Cycle Model

The Real Business Cycle Model The Real Business Cycle Model Macroeconomics II 2 The real business cycle model. Introduction This model explains the comovements in the fluctuations of aggregate economic variables around their trend.

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

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

5. Relational Contracts and Career Concerns

5. Relational Contracts and Career Concerns 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 2010

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

Lecture 1: Labour Economics and Wage-Setting Theory

Lecture 1: Labour Economics and Wage-Setting Theory ecture 1: abour Economics and Wage-Setting Theory Spring 2015 ars Calmfors iterature: Chapter 1 Cahuc-Zylberberg (pp 4-19, 28-29, 35-55) 1 The choice between consumption and leisure U = U(C,) C = consumption

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

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

Master 2 Macro I. Lecture notes #9 : the Mortensen-Pissarides matching model

Master 2 Macro I. Lecture notes #9 : the Mortensen-Pissarides matching model 2012-2013 Master 2 Macro I Lecture notes #9 : the Mortensen-Pissarides matching model Franck Portier (based on Gilles Saint-Paul lecture notes) franck.portier@tse-fr.eu Toulouse School of Economics Version

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

STATE UNIVERSITY OF NEW YORK AT ALBANY Department of Economics

STATE UNIVERSITY OF NEW YORK AT ALBANY Department of Economics STATE UNIVERSITY OF NEW YORK AT ALBANY Department of Economics Ph. D. Comprehensive Examination: Macroeconomics Fall, 202 Answer Key to Section 2 Questions Section. (Suggested Time: 45 Minutes) For 3 of

More information

Markov Perfect Equilibria in the Ramsey Model

Markov Perfect Equilibria in the Ramsey Model Markov Perfect Equilibria in the Ramsey Model Paul Pichler and Gerhard Sorger This Version: February 2006 Abstract We study the Ramsey (1928) model under the assumption that households act strategically.

More information

Getting to page 31 in Galí (2008)

Getting to page 31 in Galí (2008) Getting to page 31 in Galí 2008) H J Department of Economics University of Copenhagen December 4 2012 Abstract This note shows in detail how to compute the solutions for output inflation and the nominal

More information

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

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

Mortenson Pissarides Model

Mortenson Pissarides Model Mortenson Pissarides Model Prof. Lutz Hendricks Econ720 November 22, 2017 1 / 47 Mortenson / Pissarides Model Search models are popular in many contexts: labor markets, monetary theory, etc. They are distinguished

More information

Simple New Keynesian Model without Capital

Simple New Keynesian Model without Capital Simple New Keynesian Model without Capital Lawrence J. Christiano January 5, 2018 Objective Review the foundations of the basic New Keynesian model without capital. Clarify the role of money supply/demand.

More information

Advanced Macroeconomics

Advanced Macroeconomics Advanced Macroeconomics The Ramsey Model Marcin Kolasa Warsaw School of Economics Marcin Kolasa (WSE) Ad. Macro - Ramsey model 1 / 30 Introduction Authors: Frank Ramsey (1928), David Cass (1965) and Tjalling

More information

Under-Employment and the Trickle-Down of Unemployment - Online Appendix Not for Publication

Under-Employment and the Trickle-Down of Unemployment - Online Appendix Not for Publication Under-Employment and the Trickle-Down of Unemployment - Online Appendix Not for Publication Regis Barnichon Yanos Zylberberg July 21, 2016 This online Appendix contains a more comprehensive description

More information

Foundations of Modern Macroeconomics B. J. Heijdra & F. van der Ploeg Chapter 9: Search in the Labour Market

Foundations of Modern Macroeconomics B. J. Heijdra & F. van der Ploeg Chapter 9: Search in the Labour Market Foundations of Modern Macroeconomics: Chapter 9 1 Foundations of Modern Macroeconomics B. J. Heijdra & F. van der Ploeg Chapter 9: Search in the Labour Market Foundations of Modern Macroeconomics: Chapter

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

Modelling Czech and Slovak labour markets: A DSGE model with labour frictions

Modelling Czech and Slovak labour markets: A DSGE model with labour frictions Modelling Czech and Slovak labour markets: A DSGE model with labour frictions Daniel Němec Faculty of Economics and Administrations Masaryk University Brno, Czech Republic nemecd@econ.muni.cz ESF MU (Brno)

More information

Lecture 4 The Centralized Economy: Extensions

Lecture 4 The Centralized Economy: Extensions Lecture 4 The Centralized Economy: Extensions Leopold von Thadden University of Mainz and ECB (on leave) Advanced Macroeconomics, Winter Term 2013 1 / 36 I Motivation This Lecture considers some applications

More information

1 Bewley Economies with Aggregate Uncertainty

1 Bewley Economies with Aggregate Uncertainty 1 Bewley Economies with Aggregate Uncertainty Sofarwehaveassumedawayaggregatefluctuations (i.e., business cycles) in our description of the incomplete-markets economies with uninsurable idiosyncratic risk

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

Optimal Insurance of Search Risk

Optimal Insurance of Search Risk Optimal Insurance of Search Risk Mikhail Golosov Yale University and NBER Pricila Maziero University of Pennsylvania Guido Menzio University of Pennsylvania and NBER May 27, 2011 Introduction Search and

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 Design of a University System

The Design of a University System The Design of a University System Gianni De Fraja University of Leicester, Università di Roma Tor Vergata and CEPR Paola Valbonesi Università di Padova Public Economics UK 27 May 2011 Abstract This paper

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

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

Real Business Cycle Model (RBC)

Real Business Cycle Model (RBC) Real Business Cycle Model (RBC) Seyed Ali Madanizadeh November 2013 RBC Model Lucas 1980: One of the functions of theoretical economics is to provide fully articulated, artificial economic systems that

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

Returns to Tenure. Christopher Taber. March 31, Department of Economics University of Wisconsin-Madison

Returns to Tenure. Christopher Taber. March 31, Department of Economics University of Wisconsin-Madison Returns to Tenure Christopher Taber Department of Economics University of Wisconsin-Madison March 31, 2008 Outline 1 Basic Framework 2 Abraham and Farber 3 Altonji and Shakotko 4 Topel Basic Framework

More information

Assumption 5. The technology is represented by a production function, F : R 3 + R +, F (K t, N t, A t )

Assumption 5. The technology is represented by a production function, F : R 3 + R +, F (K t, N t, A t ) 6. Economic growth Let us recall the main facts on growth examined in the first chapter and add some additional ones. (1) Real output (per-worker) roughly grows at a constant rate (i.e. labor productivity

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

Asymmetric Information and Search Frictions: A Neutrality Result

Asymmetric Information and Search Frictions: A Neutrality Result Asymmetric Information and Search Frictions: A Neutrality Result Neel Rao University at Buffalo, SUNY August 26, 2016 Abstract This paper integrates asymmetric information between firms into a canonical

More information

Endogenous information acquisition

Endogenous information acquisition Endogenous information acquisition ECON 101 Benhabib, Liu, Wang (2008) Endogenous information acquisition Benhabib, Liu, Wang 1 / 55 The Baseline Mode l The economy is populated by a large representative

More information

Deceptive Advertising with Rational Buyers

Deceptive Advertising with Rational Buyers Deceptive Advertising with Rational Buyers September 6, 016 ONLINE APPENDIX In this Appendix we present in full additional results and extensions which are only mentioned in the paper. In the exposition

More information

Macroeconomics Theory II

Macroeconomics Theory II Macroeconomics Theory II Francesco Franco FEUNL February 2011 Francesco Franco Macroeconomics Theory II 1/34 The log-linear plain vanilla RBC and ν(σ n )= ĉ t = Y C ẑt +(1 α) Y C ˆn t + K βc ˆk t 1 + K

More information

On-the-Job Search with Match-Specific Amenities

On-the-Job Search with Match-Specific Amenities On-the-Job Search with Match-Specific Amenities James Albrecht Georgetown University, CESifo, and IZA Carlos Carrillo-Tudela University of Essex, CEPR, CESifo, and IZA Susan Vroman Georgetown University,

More information

Simple New Keynesian Model without Capital

Simple New Keynesian Model without Capital Simple New Keynesian Model without Capital Lawrence J. Christiano March, 28 Objective Review the foundations of the basic New Keynesian model without capital. Clarify the role of money supply/demand. Derive

More information

problem. max Both k (0) and h (0) are given at time 0. (a) Write down the Hamilton-Jacobi-Bellman (HJB) Equation in the dynamic programming

problem. max Both k (0) and h (0) are given at time 0. (a) Write down the Hamilton-Jacobi-Bellman (HJB) Equation in the dynamic programming 1. Endogenous Growth with Human Capital Consider the following endogenous growth model with both physical capital (k (t)) and human capital (h (t)) in continuous time. The representative household solves

More information

Dynamic stochastic general equilibrium models. December 4, 2007

Dynamic stochastic general equilibrium models. December 4, 2007 Dynamic stochastic general equilibrium models December 4, 2007 Dynamic stochastic general equilibrium models Random shocks to generate trajectories that look like the observed national accounts. Rational

More information

Lecture 15. Dynamic Stochastic General Equilibrium Model. Randall Romero Aguilar, PhD I Semestre 2017 Last updated: July 3, 2017

Lecture 15. Dynamic Stochastic General Equilibrium Model. Randall Romero Aguilar, PhD I Semestre 2017 Last updated: July 3, 2017 Lecture 15 Dynamic Stochastic General Equilibrium Model Randall Romero Aguilar, PhD I Semestre 2017 Last updated: July 3, 2017 Universidad de Costa Rica EC3201 - Teoría Macroeconómica 2 Table of contents

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

Neoclassical Business Cycle Model

Neoclassical Business Cycle Model Neoclassical Business Cycle Model Prof. Eric Sims University of Notre Dame Fall 2015 1 / 36 Production Economy Last time: studied equilibrium in an endowment economy Now: study equilibrium in an economy

More information

4- Current Method of Explaining Business Cycles: DSGE Models. Basic Economic Models

4- Current Method of Explaining Business Cycles: DSGE Models. Basic Economic Models 4- Current Method of Explaining Business Cycles: DSGE Models Basic Economic Models In Economics, we use theoretical models to explain the economic processes in the real world. These models de ne a relation

More information

RBC Model with Indivisible Labor. Advanced Macroeconomic Theory

RBC Model with Indivisible Labor. Advanced Macroeconomic Theory RBC Model with Indivisible Labor Advanced Macroeconomic Theory 1 Last Class What are business cycles? Using HP- lter to decompose data into trend and cyclical components Business cycle facts Standard RBC

More information

14.461: Technological Change, Lecture 3 Competition, Policy and Technological Progress

14.461: Technological Change, Lecture 3 Competition, Policy and Technological Progress 14.461: Technological Change, Lecture 3 Competition, Policy and Technological Progress Daron Acemoglu MIT September 15, 2016. Daron Acemoglu (MIT) Competition, Policy and Innovation September 15, 2016.

More information

SELECTION EFFECTS WITH HETEROGENEOUS FIRMS: ONLINE APPENDIX

SELECTION EFFECTS WITH HETEROGENEOUS FIRMS: ONLINE APPENDIX SELECTION EFFECTS WITH HETEROGENEOUS FIRMS: ONLINE APPENDIX Monika Mrázová University of Geneva and CEPR J. Peter Neary University of Oxford, CEPR and CESifo Appendix K: Selection into Worker Screening

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

Adverse Selection in Competitive Search Equilibrium

Adverse Selection in Competitive Search Equilibrium Adverse Selection in Competitive Search Equilibrium Veronica Guerrieri University of Chicago Randall Wright University of Pennsylvania February 2, 2009 Robert Shimer University of Chicago Abstract We extend

More information

Indeterminacy and Sunspots in Macroeconomics

Indeterminacy and Sunspots in Macroeconomics Indeterminacy and Sunspots in Macroeconomics Wednesday September 6 th : Lecture 5 Gerzensee, September 2017 Roger E. A. Farmer Warwick University and NIESR Topics for Lecture 5 Sunspots (Cass-Shell paper)

More information

Asymmetric Information in Economic Policy. Noah Williams

Asymmetric Information in Economic Policy. Noah Williams Asymmetric Information in Economic Policy Noah Williams University of Wisconsin - Madison Williams Econ 899 Asymmetric Information Risk-neutral moneylender. Borrow and lend at rate R = 1/β. Strictly risk-averse

More information

Other-Regarding Preferences in Organizational Hierarchies

Other-Regarding Preferences in Organizational Hierarchies ERC Working Papers in Economics 18/02 February / 2018 Other-Regarding Preferences in Organizational Hierarchies Kemal Saygili Department of Economics, Middle East Technical University, Ankara, Turkey E-mail:

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

Diamond-Mortensen-Pissarides Model

Diamond-Mortensen-Pissarides Model Diamond-Mortensen-Pissarides Model Dongpeng Liu Nanjing University March 2016 D. Liu (NJU) DMP 03/16 1 / 35 Introduction Motivation In the previous lecture, McCall s model was introduced McCall s model

More information

Termination of Dynamic Contracts in an Equilibrium Labor Market Model

Termination of Dynamic Contracts in an Equilibrium Labor Market Model Termination of Dynamic Contracts in an Equilibrium Labor Market Model Cheng Wang First version: May, 2004 Final version: February, 2006 Abstract I construct an equilibrium model of the labor market where

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

Comprehensive Exam. Macro Spring 2014 Retake. August 22, 2014

Comprehensive Exam. Macro Spring 2014 Retake. August 22, 2014 Comprehensive Exam Macro Spring 2014 Retake August 22, 2014 You have a total of 180 minutes to complete the exam. If a question seems ambiguous, state why, sharpen it up and answer the sharpened-up question.

More information

Under-Employment and the Trickle-Down of Unemployment Online Appendix Not for Publication

Under-Employment and the Trickle-Down of Unemployment Online Appendix Not for Publication Under-Employment and the Trickle-Down of Unemployment Online Appendix Not for Publication Regis Barnichon Yanos Zylberberg March 30, 2018 Section 1 contains the proofs of Propositions 1 to 3 pertaining

More information

1 Two elementary results on aggregation of technologies and preferences

1 Two elementary results on aggregation of technologies and preferences 1 Two elementary results on aggregation of technologies and preferences In what follows we ll discuss aggregation. What do we mean with this term? We say that an economy admits aggregation if the behavior

More information

Labor Economics, Lecture 11: Partial Equilibrium Sequential Search

Labor Economics, Lecture 11: Partial Equilibrium Sequential Search Labor Economics, 14.661. Lecture 11: Partial Equilibrium Sequential Search Daron Acemoglu MIT December 6, 2011. Daron Acemoglu (MIT) Sequential Search December 6, 2011. 1 / 43 Introduction Introduction

More information

Lecture 4: Labour Economics and Wage-Setting Theory

Lecture 4: Labour Economics and Wage-Setting Theory ecture 4: abour Economics and Wage-Setting Theory Spring 203 ars Calmfors iterature: Chapter 5 Cahuc-Zylberberg (pp 257-26) Chapter 7 Cahuc-Zylberberg (pp 369-390 and 393-397) Topics The monopsony model

More information

ECOM 009 Macroeconomics B. Lecture 2

ECOM 009 Macroeconomics B. Lecture 2 ECOM 009 Macroeconomics B Lecture 2 Giulio Fella c Giulio Fella, 2014 ECOM 009 Macroeconomics B - Lecture 2 40/197 Aim of consumption theory Consumption theory aims at explaining consumption/saving decisions

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

Dynamic Optimization: An Introduction

Dynamic Optimization: An Introduction Dynamic Optimization An Introduction M. C. Sunny Wong University of San Francisco University of Houston, June 20, 2014 Outline 1 Background What is Optimization? EITM: The Importance of Optimization 2

More information

Cross-Country Differences in Productivity: The Role of Allocation and Selection

Cross-Country Differences in Productivity: The Role of Allocation and Selection Cross-Country Differences in Productivity: The Role of Allocation and Selection Eric Bartelsman, John Haltiwanger & Stefano Scarpetta American Economic Review (2013) Presented by Beatriz González January

More information

Small Open Economy RBC Model Uribe, Chapter 4

Small Open Economy RBC Model Uribe, Chapter 4 Small Open Economy RBC Model Uribe, Chapter 4 1 Basic Model 1.1 Uzawa Utility E 0 t=0 θ t U (c t, h t ) θ 0 = 1 θ t+1 = β (c t, h t ) θ t ; β c < 0; β h > 0. Time-varying discount factor With a constant

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

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

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

(a) Write down the Hamilton-Jacobi-Bellman (HJB) Equation in the dynamic programming

(a) Write down the Hamilton-Jacobi-Bellman (HJB) Equation in the dynamic programming 1. Government Purchases and Endogenous Growth Consider the following endogenous growth model with government purchases (G) in continuous time. Government purchases enhance production, and the production

More information

Lecture 3, November 30: The Basic New Keynesian Model (Galí, Chapter 3)

Lecture 3, November 30: The Basic New Keynesian Model (Galí, Chapter 3) MakØk3, Fall 2 (blok 2) Business cycles and monetary stabilization policies Henrik Jensen Department of Economics University of Copenhagen Lecture 3, November 3: The Basic New Keynesian Model (Galí, Chapter

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

Endogenous Games and Mechanisms: Side Payments Among Players

Endogenous Games and Mechanisms: Side Payments Among Players Review of Economic Studies (2005) 72, 543 566 0034-6527/05/00220543$02.00 c 2005 The Review of Economic Studies Limited Endogenous Games and Mechanisms: Side Payments Among Players MATTHEW O. JACKSON and

More information

1. Unemployment. March 20, Nr. 1

1. Unemployment. March 20, Nr. 1 1. Unemployment March 20, 2007 Nr. 1 Job destruction, and employment protection. I So far, only creation decision. Clearly both creation and destruction margins. So endogenize job destruction. Can then

More information

The Early State: Hebrew University of Jerusalem. Royal Holloway University of London

The Early State: Hebrew University of Jerusalem. Royal Holloway University of London The Early State: Malthusian Dynamics and Asymmetric Information Joram Mayshar Hebrew University of Jerusalem Omer Moav Hebrew University of Jerusalem Royal Holloway University of London Zvika Neeman Tel-Aviv

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

Lecture 2: Firms, Jobs and Policy

Lecture 2: Firms, Jobs and Policy Lecture 2: Firms, Jobs and Policy Economics 522 Esteban Rossi-Hansberg Princeton University Spring 2014 ERH (Princeton University ) Lecture 2: Firms, Jobs and Policy Spring 2014 1 / 34 Restuccia and Rogerson

More information

Macroeconomics Theory II

Macroeconomics Theory II Macroeconomics Theory II Francesco Franco FEUNL February 2016 Francesco Franco (FEUNL) Macroeconomics Theory II February 2016 1 / 18 Road Map Research question: we want to understand businesses cycles.

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