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GoBack Discussion of Gonzalez and Shi An Equilibrium Theory of Learning, Search, and Wages Robert Shimer November 19, 2009 Partial Equilibrium Models existence of a reservation wage Dirichlet: Rothschild Gaussian: DeGroot general


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Discussion of Gonzalez and Shi “An Equilibrium Theory of Learning, Search, and Wages”

Robert Shimer

November 19, 2009

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Partial Equilibrium Models

“Discussion of Gonzalez and Shi”

  • p. 2

existence of a reservation wage Dirichlet: Rothschild Gaussian: DeGroot general conditions: Burdett-Vishwanath

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Partial Equilibrium Models

“Discussion of Gonzalez and Shi”

  • p. 2

existence of a reservation wage Dirichlet: Rothschild Gaussian: DeGroot general conditions: Burdett-Vishwanath results: reservation wage declines with duration individual-specific job finding rate increases job finding rate conditional on duration may or may not fall

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Partial Equilibrium Models

“Discussion of Gonzalez and Shi”

  • p. 2

existence of a reservation wage Dirichlet: Rothschild Gaussian: DeGroot general conditions: Burdett-Vishwanath results: reservation wage declines with duration individual-specific job finding rate increases job finding rate conditional on duration may or may not fall simple case: search intensity model

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Search Intensity Model

“Discussion of Gonzalez and Shi”

  • p. 3

a worker contacts the market at an unknown rate, ah or al prior of ah is µ ∈ (0, 1) α(µ) = ahµ + al(1 − µ) the worker chooses search intensity at those moments, θ, at cost θc succeeds in finding a job with probability f(θ) she cannot distinguish why a job was not found a job generates flow income y

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Search Intensity Model

“Discussion of Gonzalez and Shi”

  • p. 3

a worker contacts the market at an unknown rate, ah or al prior of ah is µ ∈ (0, 1) α(µ) = ahµ + al(1 − µ) the worker chooses search intensity at those moments, θ, at cost θc succeeds in finding a job with probability f(θ) she cannot distinguish why a job was not found a job generates flow income y Bellman equation: rV (µ) = max

θ

  • α(µ)
  • f(θ)

y

r −V (µ)

  • −θc
  • −V ′(µ)(ah−al)f(θ)µ(1−µ)
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Results

“Discussion of Gonzalez and Shi”

  • p. 4

search intensity falls with unemployment duration (i.e. with µ) change in α(µ)f(θ(µ)) is ambiguous no change in wages

  • bviously, but in contrast to reservation wage models
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Results

“Discussion of Gonzalez and Shi”

  • p. 4

search intensity falls with unemployment duration (i.e. with µ) change in α(µ)f(θ(µ)) is ambiguous no change in wages

  • bviously, but in contrast to reservation wage models

proof: see Gonzalez and Shi

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Continuous Time Model

“Discussion of Gonzalez and Shi”

  • p. 5

workers: rV (µ) = maxθ

  • α(µ)f(θ)(Je(w(θ)) − V (µ)) + V ′(µ)φ(µ, θ))
  • α(µ) = ahµ + al(1 − µ)

φ(µ, θ) = −(ah − al)f(θ)µ(1 − µ) Je(w) = w/r

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Continuous Time Model

“Discussion of Gonzalez and Shi”

  • p. 5

workers: rV (µ) = maxθ

  • α(µ)f(θ)(Je(w(θ)) − V (µ)) + V ′(µ)φ(µ, θ))
  • α(µ) = ahµ + al(1 − µ)

φ(µ, θ) = −(ah − al)f(θ)µ(1 − µ) Je(w) = w/r firms: c = f(θ) θ Jf(w(θ)) Jf(w) = (y − w)/r

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Continuous Time Model

“Discussion of Gonzalez and Shi”

  • p. 5

workers: rV (µ) = maxθ

  • α(µ)f(θ)(Je(w(θ)) − V (µ)) + V ′(µ)φ(µ, θ))
  • α(µ) = ahµ + al(1 − µ)

φ(µ, θ) = −(ah − al)f(θ)µ(1 − µ) Je(w) = w/r firms: c = f(θ) θ Jf(w(θ)) Jf(w) = (y − w)/r solve for w(θ) using the firms’ problem: rV (µ) = max

θ

  • α(µ)
  • f(θ)

y

r −V (µ)

  • −θc
  • −V ′(µ)(ah−al)f(θ)µ(1−µ)
  • identical to the single-agent decision problem
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Block Recursivity

“Discussion of Gonzalez and Shi”

  • p. 6

note that it was not necessary to keep track of the belief distribution but in steady state, this is not really a big deal we can therefore study a standard search model

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Standard Search Model

“Discussion of Gonzalez and Shi”

  • p. 7

workers: rV (µ) = α(µ)f(θ)(Je(φe(µ)) − V (µ)) + V ′(µ)φu(µ)) α(µ) = ahµ + al(1 − µ) φu(µ) = −(ah − al)f(θ)µ(1 − µ) φe(µ) =

ahµ ahµ+al(1−µ)

Je(µ) = w(µ)/r firms: c = f(θ) θ

  • Jf(g(µ))dF(µ)

Jf(µ) = (y − w(µ))/r Nash bargaining: Jf(µ) = Je(µ) − V (µ) F(µ) is the appropriate stationary distribution

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Results

“Discussion of Gonzalez and Shi”

  • p. 8

µ falls during an unemployment spell V is increasing in µ w is increasing in V summary: reemployment wage is decreasing in duration job finding probability is decreasing in duration

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Summary

“Discussion of Gonzalez and Shi”

  • p. 9

learning in search is a neglected and likely important topic Gonzalez and Shi’s analysis is clever and very clean but other frameworks are also useful for addressing these questions partial equilibrium search and bargaining value-added of competitive search may be clearer out of steady state