Keisuke Kawata
ISS, UTokyo
1 Search theory (2017)
Review: Property of search model
Search theory (2017) 2
• We focusing on two side-matching model where two types of agents try to match each other type.
• Property of sequential search model with/without endogenous price distribution are
Without With This slide
Search activity Someone Nobody Someone
Price dispersion Yes No No
Diamond paradox No Yes No
DMP model
Search theory (2017) 3
• Most popular search model is the Diamond-Mortencen-Pissarides model (DMP model, Pissardes 2000)
• The model has three components
Matching function: The number of new match is determined by the exogenous function of unemployed and vacancy.
Nash bargaining: The price is determined by a surplus sharing rule. Free entry condition.
Matching function
Search theory (2017) 4
0.05 0.06 0.07 0.08 0.09 0.1 0.11 0.12 0.13 0.14 0.15
0.4 0.6 0.8 1 1.2 1.4
有効求人倍率
入職率 充足率
Matching function
Search theory (2017) 5
• Matchi g fu ctio = Productio fu ctio of e e plo e t.
⇒ ,
where v is the number of unfilled job, and u is the number of unemployed.
• Consistently empirical findings (Petrongolo & Pissarides 2001 ), we assume is (i) increasing function of both arguments, (ii) constant return to scale.
• Additionally, assuming twice differentiable is assumed by technical reasons.
Matching function
Search theory (2017) 6
• By using constant-return-to scale, the matching probabilities of a worker and a job are
#
# =
, = , ≡ ,
#
# =
, = , −1 ≡ ,
where = (market tightness).
• is increased with , while is decreased.
Nash bargaining
Search theory (2017) 7
• Let introduce the individual surplus as
Worker’s surplus: life-time value as employed- life-time value as unemployed Fir ’s surplus: life-time profits as filled-job ー life-time profits as unfilled job Joi t surplus: su orker’s a d fir ’s surplus
• The wage is determined by the following rule,
′ = × �
� ′ = − × �
2. One-shot model
Search theory (2017) 8
• Let consider the model with L workers (they are initially unemployed).
• The timing of game is
1. Jobs entry the labor market with a fixed costs c.
2. Matching is occurred the following matching function.
3. If a job and a worker are matched, they jointly produce y value, while an unmatched worker produces b, while unfilled jobs produce no value.
Equilibrium conditions
Search theory (2017) 9
• Matching function: �, .
• Free entry condition: q − − =
• Nash Bargaining: ∈ − − 1−
⇒ − − = −
⇒ = + − .
Equilibirum conditions
Search theory (2017) 10
• Matching function: �, .
• Free entry condition: � �, − − =
• Nash Bargaining: ∈ − − 1−
⇒ − − = −
⇒ = + − .
Equilibrium equations
Search theory (2017) 11
• Nash Bargaining: ∈ − − 1−
⇒ − − = −
⇒ = + − .
• Free entry condition is q − − =
• Market tightness is,
q − − − = .
Total differentiation yields
Social optimal
Search theory (2017) 12
• The social elfare is defi ed as a si ple su of orker a d fir ’s e pected payoff as
= �, − − + �, + − �,
= �, + � − �, −
rewriting as a function of tightness,
= + − − �.
The optimal condition is
= ′ − −
Efficiency of market equilibrium
Search theory (2017) 13
• The equilibrium condition is
− − − = .
• The optimal condition is
= ′ − − .
• The market equilibrium is efficient only if
− = ′
Efficiency of market equilibrium
Search theory (2017) 14
• Because = , the Hosios condition can be rewritten as
= −��� �′ � ≡ (Hosios condition)
Efficiency: Alternative intuition
Search theory (2017) 15
• Because only jobs pay costs to make a new employee-employer match, all surplus should be for jobs due to avoid the hold-up problem.
• However, a new entry has a negative externality for other firms as ′ .
• To i ter alize the egati e e ter alit , a e tr fir should pa the ta as T = − ′ , and their expected payoff also should be − − .
• Above tax can be implemented by the expected wage = , and the wage should be then = .
3. Dynamic model
Search theory (2017) 16
• The timing in each period is
1. Jobs entry the labor market with a fixed costs c, addition to unemployed workers.
2. Matching is occurred the following matching function.
3. If a job and a worker are matched, they jointly produce y value, while an unmatched worker produces b, while unfilled jobs produce no value.
Value functions
Search theory (2017) 17
• The value of an employed worker with wage w is
= + � � + − � ,
the value of an unemployed worker is
= + � + − ,
the value of a filled job is
� = − + � � + − � � ,
and the value of a vacancy is
= − + � � + − ,
Nash bargaining
Search theory (2017) 18
• Surplus of a worker and a job are − and � − .
• Joint surplus is + � − − .
• The Nash bargaining solution is
− = + � − − ,
and
� − = − + � − − .
Market equilibrium
Search theory (2017) 19
• Market equilibrium is defined by , , � , , , , which is characterized by value functions, the wage determination rule,
− = + � − − ,
and the free-entry condition,
= .
• Almost same as in the one-shot model
←Only key difference is the outside option of employed worker is endogenized as U.
Intermediate step
Search theory (2017) 20
• A intuitive way to solve the model is reducing the equilibrium conditions into three equations with wage, market tightness, and outside option.
• The free entry condition and values of jobs obtain
= � − � + �� .−
→Negative relationship between market tightness and wages.
Intermediate step
Search theory (2017) 21
• With the free entry condition (V=0), the values of employed worker and filled job, and the wage determination rule, can be combined as
− − � = − − � ,
and
= + − − � .
← Positive relationship between wage and outside option(value of unemployed worker).
Intermediate step
Search theory (2017) 22
• The free entry condition (V=0), the values of unemployed and unfilled job, and the wage determination rule, can be combined as
− � = + −
→ Positive relationship between the value of unemployed and market tightness.
Intermediate step
Search theory (2017) 23
• Reduced equilibrium conditions can be shows as;
Final step
Search theory (2017) 24
• For the comparative statics, it is useful to additionally reduce into two equations with wage and tightness as
= � − � + �� ,− and
= + + − ,
or
= � − � + �� + �− − − .
Dynamics
Search theory (2017) 25
• While wage and tightness have no dynamics, the dynamics of number of unemployment is
+1 = − + � � − .
• Above has a stable steady-state as
= �+ � �
Social planner problem
Search theory (2017) 26
• Social planner maximizes the sum of life-time payoff given a motion of unemployed worker.
← The value function of social planner is
= � − + − + � +1
= � − + − + � +1
subject to
+1 = − + � � − .
Social planner problem
Search theory (2017) 27
• The optimal conditions are
�
� = = − − � ′ ′ ,
and
′ = − + − + � − − � ′.
Combining them yields,
= − � + �[� ′ − −′ ] + ��
Social planner problem
Search theory (2017) 28
• By using elasticity, the optimal condition can be rewritten as
= � −− � + � −+ �� .
The market equilibrium was
= � −− � + �� + �− , which is efficient if and only if = .
DMP model
Hosios, A. J. (1990). On the efficiency of matching and related models of search and unemployment. The Review of Economic Studies, 57(2), 279-298.
Petrongolo, B., & Pissarides, C. A. (2001). Looking into the black box: A survey of the matching function. Journal of Economic literature, 39(2), 390-431.
Pissarides, C. A. (2000). Equilibrium unemployment theory. MIT press.