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Alessia Campolmi and Stefano Gnocchi
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Labor Market Participation, Unemployment and
Monetary Policy
Alessia Campolmi1 Stefano Gnocchi2
1Central European University and Magyar Nemzeti Bank
2Universitat Autònoma de Barcelona and MOVE
Trobada BGSE 2011
October 21st, 2011
Campolmi and Gnocchi () Labor Market Participation 1 / 37
Motivation
New-Keynesian Perspectives on Business Cycles and
Labor Markets
Large literature exploring the implications of two main frictions formacroeconomic uctuations
I Nominal price rigidities: ination, monetary policy and thebusiness cycle. Calvo (1983), Yun (1996), King and Wolman(1996), Walsh (2003), Woodford (2003), Galí (2008)
I Labor market matching frictions: unemployment uctuations andthe business cycle. Diamond (1982), Mortensen (1982), Pissarides(1984)
Campolmi and Gnocchi () Labor Market Participation 2 / 37
Motivation
New-Keynesian Perspectives on Business Cycles and
Labor Markets
Interaction between nominal rigidities and labor market frictions calledinto question to explain
I Phillips and Beveridge Curves: Chéron and Lanogot (2000)
I Persistence of monetary policy shocks: Walsh (2005), Trigari(2009)
I Ination dynamics: Christoel and Linzert (2005)
I The role of real wage rigidities: Gertler and Trigari (2009), Krauseand Lubik (2007), Sveen and Weinke (2008).
Campolmi and Gnocchi () Labor Market Participation 3 / 37
Motivation
The Missing Margin
NK-DMP imports from the DMP strand the assumption of inelasticlabor force. This implies:
I Households cannot substitute unemployment with voluntarynon-employment
Campolmi and Gnocchi () Labor Market Participation 4 / 37
Motivation
The Missing Margin
Yet, PARTICIPATION MOVES
Table: Percentage standard deviations of output and selected unconditionalmoments (relative to output) - U.S. data: 1964-2007, HP-ltered
Unconditional Moments Data
Output volatility 1.53Unemployment rate volatility 7.40
Employment volatility 0.63Participation rate volatility 0.20
Correlation of Participation with Output 0.42
I Barnichon and Figura, 2010: labor supply components account for1/4 of unemployment's variance at business cycle frequency. Theyexplain most of the low frequency movements.
Campolmi and Gnocchi () Labor Market Participation 5 / 37
Our Paper: Overview
Our Contribution
I We consider the baseline NK-DMP model;
I We introduce the participation choice by making costly the entryto the labor market, modelling home production activity andsearch activity as both requiring time;
I We calibrate the model to US data;
I We draw policy implications and we show that neglecting theparticipation margin leads to incorrect evaluation of the eects ofmonetary policy
Campolmi and Gnocchi () Labor Market Participation 6 / 37
Our Paper: Overview
Results Preview
Moving from Flexible to Strict Ination Targeting:
I Exogenous Participation ⇒ increases volatility of unemploymentand employment rates;
I Endogenous Participation ⇒ reduces the volatility ofunemployment and employment rates while increasing thevolatility of participation.
Intuition: exogenous participation models abstract from substitutionbetween unemployment and non-participation
Campolmi and Gnocchi () Labor Market Participation 7 / 37
The Model
Model Setup
I HOUSEHOLDS
I Innitely many members consuming a composite consumption goodand home production; perfect insurance
I Each member can be employed, unemployed ornon-participant
I Unemployed and Non-participants home produce
I FIRMS
I Final goods producers: monopolistic competition and pricerigidity
I Intermediate goods producers: perfect competition andmatching frictions
Final goods sector
Intermediate goods sector
I MONETARY POLICY: Central bank sets the nominal rateresponding to ination
Monetary Policy
Campolmi and Gnocchi () Labor Market Participation 8 / 37
The Model Households
Household's decision problem
HH F.O.C.
I Households choose Ct, Dt and Nt so as to maximize:
E0
∞∑t=0
βt
[Zt log(Ct) + φ
ht1+ν
1 + ν
](1)
I subject to:
PtCt + R−1t Dt ≤ Dt−1 + WtEt + PtbUt + Tt (2)
ht = [ξt(1− Et − ΓUt)]1−αh (3)
Et = (1− ρ)Et−1 + ft(Nt − (1− ρ)Et−1) (4)
Nt = Et + Ut (5)
Campolmi and Gnocchi () Labor Market Participation 9 / 37
The Model Calibration and Steady State
Some Conventional Parameters
Table 2: Parameter Values
Parameter Mnemonic Value
Discoun Factor β 0.99
Inter. elast. of subst. participation ν -5
Elast. Substitution ε 6
Workers Bargaining Power 1− η 0.6
Calvo Parameter ξ 2/3
Separation Rate ρ 0.12
Matching Elasticity γ 0.6
Returns to Employment 1− α 2/3
Returns to Home production 1− αh 2/3
Ination Reaction Coecient φπ 1.5
Campolmi and Gnocchi () Labor Market Participation 10 / 37
The Model Calibration and Steady State
Targets
Table 3: Steady State Moments
Targets Value U.S. Data
Employment Rate 0.94
Participation Rate 0.64
Job Filling Rate (q) 2/3
Replacement Rate (b/w) 0.4
Vacancy Cost as fraction of wages (κ/(w ∗ q)) 0.045
Table 4: Implied Parameters
Parameter Mnemonic Value
Matching Eciency ω 0.66
Vacancy Cost κ 0.0196
Search Cost Γ 0.44
Preference Shifter Φ 0.04
Unemployment Benet b 0.2617
Campolmi and Gnocchi () Labor Market Participation 11 / 37
The Model Second Moments
IRMTFP IRPref IRHTFP
Table: Matching unconditional moments. Both models have been calibratedso as to give the best possible t for the rst 4 moments.
Unconditional Moments Data Endogenous Exogenous
Output volatility 1.53 1.43 1.56Unemployment rate volatility 7.40 7.36 7.55
Employment volatility 0.63 0.67 0.47Corr. Unempl. rate with Output -0.85 -0.75 -1
Participation rate volatility 0.20 0.24 -Corr. of Part. with Output 0.42 0.56 -
Calibrated Parameters
st.dev. market TFP 0.0070 0.0074st.dev. home TFP 0.0037 0.0070
st.dev. preference shock 0.0147 0corrA,AH 0.9474 1
Campolmi and Gnocchi () Labor Market Participation 12 / 37
Results: Participation, Frictions and Monetary Policy Incentives
The Participation Choice
I Matching frictions generate undesirable movements in homeproduction ⇒ home production gap: ht(nt, ft)− h∗t
I Participation uctuates to close the gap and replicate exible labormarket home production
Figure 1
Campolmi and Gnocchi () Labor Market Participation 13 / 37
Results: Participation, Frictions and Monetary Policy Policy Experiment
Participation and Monetary Policy
I How do second moments change if monetary policy switches fromexible (φ = 1.5) to strict (φ = 100) ination targeting?
I How does the presence of the participation margin aect theanswer?
I What is the relevance of the search cost?
Campolmi and Gnocchi () Labor Market Participation 14 / 37
Results: Participation, Frictions and Monetary Policy Policy Experiment
Table: Percentage standard deviations of output and of selected moments(relative to output) in the endogenous and exogenous participation models,conditionally on market technology shocks. The table reports the value ofmoments under strict ination targeting. In parenthesis it is reported thevalue for an ination coecient equal to 1.5 in the Taylor rule.
Moments Cond. on MTFP Shocks Endogenous Exogenous
Output volatility 1.24 (1.12) 1.17 (1.08)Unempl. rate volatility 8.33 (5.40) 2.07 (0.12)
Empl. volatility 0.20 (0.07) 0.13 (0.008)Empl. rate volatility 0.52 (0.34) 0.13 (0.008)Part. rate volatility 0.32 (0.27) 0 (0)
Corr. of Part. with Output -0.99 (-0.99) 0 (0)Corr. of Unempl. rate with Output -1 (-1) -1 (-1)
Campolmi and Gnocchi () Labor Market Participation 15 / 37
Results: Participation, Frictions and Monetary Policy Policy Experiment
Endogenous Vs Exogenous: TFP Shocks
I Strict ination targeting makes vacancy posting more volatileunder both models
I If participation free to vary, households substitute unemployedwith non-participation
I Volatility of the labor force increases, counterbalancing the surgein volatility of vacancy posting
I The volatility of employment and unemployment rates increase byless than under exogenous participation
Pref. Shock Home Tech. Shock
Campolmi and Gnocchi () Labor Market Participation 16 / 37
Results: Participation, Frictions and Monetary Policy Policy Experiment
Monetary Policy: Unconditional Moments
I Exogenous Participation ⇒ strict ination targeting increasesvolatility of unemployment rate, employment and employment rate;
I Endogenous Participation ⇒ strict ination targeting reduces thevolatility of unemployment rate, employment and employment ratewhile increasing the volatility of participation.
Unconditional Moments
Campolmi and Gnocchi () Labor Market Participation 17 / 37
Conclusions
Conclusions
I Participation responds to frictions and changes in monetary policyaect the relevance of frictions
I Models overlooking participation may deliver wrong policyimplications
I The strength of the channel depends on the search costs
Search Cost
Campolmi and Gnocchi () Labor Market Participation 18 / 37
Households
Household's rst order conditions
We dene the utility loss needed to marginally increase employment as
Ωt ≡(1− ft)
ft
[φΓhν
t Ct
Ztξt(1− αh)h
− αh1−αh
t − b
](6)
I Participation condition
Ωt =Wt
Pt− φhν
t Ct
Ztξt(1− αh)h
− αh1−αh
t + Et
βCt(1− ρ)
Ct+1
Zt+1
ZtΩt+1
I Euler equation
βRtEt
Ct
Ct+1
Zt+1
Zt
Pt
Pt+1
= 1 (7)
Back
Campolmi and Gnocchi () Labor Market Participation 19 / 37
Households
The Participation Condition
I Frictions introduce a wedge between home production andemployment decision
I Increase in ft increases participation, given Ct ⇒ substitute homeproduction with consumption
I Increase in Ct reduces participation, given ft ⇒ wealth eect
Forces driving participation choice
I Finding rates
I Marginal rate of substitution between consumption and homeproduction
Back
Campolmi and Gnocchi () Labor Market Participation 20 / 37
Firms-Intermediate Goods
Matching frictions
I Production function of producer j when matched with a worker
Xt(j) = At (8)
I To nd a worker j needs to open a vacancy and search paying κnal goods
I Labor market tightness: θt ≡ VtSt
I Job lling rate: qt ≡ ωθ−γt ,
I Job nding rate: ft ≡ θtqt.
I Free entry condition in the market of intermediate producersdetermine vacancy posting
κ
qt=
P xt
PtAt −
Wt
Pt+ (1− ρ)Et
Qt,t+1
κ
qt+1
(9)
Back
Campolmi and Gnocchi () Labor Market Participation 21 / 37
Firms-Intermediate Goods
Wage Bargaining
I Value of employment
V wt =
Wt
Pt− b− φhν
t (1− Γ)Ct
Ztξt(1− αh)h
− αh1−αh
t + (10)
Et
Qt,t+1(1− ρ)(1− ft+1)V w
t+1
I Nash Bargaining (η: rm's bargaining power)
ηV wt = (1− η)V J
t (11)
I Wage equation
Wt
Pt= (1− η)
P xt
PtAt + η
[b +
φhνt (1− Γ)Ct
Ztξt(1− αh)h
− αh1−αh
t
]+ (1− η)(1− ρ)Et Qt,t+1κθt+1 (12)
BackCampolmi and Gnocchi () Labor Market Participation 22 / 37
Firms-Final Goods
Sticky prices
I Production function
Yt(i) = Xt(i)1−α (13)
I Demand
Yt(i) =[Pt(i)Pt
]−ε
[Ct + κVt] (14)
I Phillips Curve
πt = βEt πt+1+ λ
[P x
t
Pt+ αxt
](15)
λ = (1−ξ)(1−βξ)ξ
1−α1−α+αε
Back
Campolmi and Gnocchi () Labor Market Participation 23 / 37
Monetary Policy
Monetary Policy
I Simple Taylor rule
log(Rt) = − log(β) + φππt (16)
Back
Campolmi and Gnocchi () Labor Market Participation 24 / 37
Monetary Policy
Figure: Impulse Responses to a market production TFP shock ComparisonAcross Models
0 2 4 6 8 100.06
0.04
0.02
0
0.02
0.04Home Production FLEXIBLE PRICES
Time
% d
evia
tion
from
sts
t.
CGExog.Part.No Frictions
0 2 4 6 8 100.25
0.2
0.15
0.1
0.05
0Participation FLEXIBLE PRICES
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.01
0
0.01
0.02
0.03
0.04
0.05
0.06Home Production STICKY PRICES
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.2
0.15
0.1
0.05
0Participation STICKY PRICES
Time
% d
evia
tion
from
sts
t.
Back
Campolmi and Gnocchi () Labor Market Participation 25 / 37
Monetary Policy
Figure: Two calibrations of the search cost: high (η = 0.05) and low (η = 0.4)- Flexible Prices
0 2 4 6 8 100.06
0.04
0.02
0
0.02
0.04Home Production BIGGAMMA=0.44
Time
% d
evia
tion
from
sts
t.
CGExog.Part.No Frictions
0 2 4 6 8 100.25
0.2
0.15
0.1
0.05
0Participation BIGGAMMA=0.44
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 101
0
1
2
3
4
5x 10 3Home Production BIGGAMMA=0.99
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 104
3
2
1
0x 10 3Participation BIGGAMMA=0.99
Time
% d
evia
tion
from
sts
t.
Back
Campolmi and Gnocchi () Labor Market Participation 26 / 37
Monetary Policy
Figure: Two calibrations of the search cost: high (η = 0.05) and low (η = 0.4)- Sticky Prices
0 2 4 6 8 100.01
0
0.01
0.02
0.03
0.04
0.05
0.06Home Production BIGGAMMA=0.44
Time
% d
evia
tion
from
sts
t.
CGExog.Part.No Frictions
0 2 4 6 8 100.2
0.15
0.1
0.05
0Participation BIGGAMMA=0.44
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.01
0
0.01
0.02
0.03
0.04
0.05
0.06Home Production BIGGAMMA=0.99
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.05
0.04
0.03
0.02
0.01
0Participation BIGGAMMA=0.99
Time
% d
evia
tion
from
sts
t.
Back
Campolmi and Gnocchi () Labor Market Participation 27 / 37
Monetary Policy
Figure: Impulse Responses to a market production TFP shock
0 2 4 6 8 100.2
0.15
0.1
0.05
0Participation
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100
0.02
0.04
0.06Employment
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 104
3
2
1Unemployment Rate
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.2
0.4
0.6
0.8
1GDP
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.02
0.03
0.04
0.05
0.06Home Production
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.2
0.4
0.6
0.8
1TFP Shock
Time
% d
evia
tion
from
sts
t.
Back
Campolmi and Gnocchi () Labor Market Participation 28 / 37
Monetary Policy
Figure: Impulse Responses to a preference shock
0 2 4 6 8 100
0.05
0.1
0.15
0.2Participation
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.1
0.2
0.3
0.4Employment
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 103
2.5
2
1.5
1Unemployment Rate
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.05
0.1
0.15
0.2
0.25GDP
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.25
0.2
0.15
0.1
0.05Home Production
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.2
0.4
0.6
0.8
1Preference Shock
Time
% d
evia
tion
from
sts
t.
Back
Campolmi and Gnocchi () Labor Market Participation 29 / 37
Monetary Policy
Figure: Impulse Responses to a home productivity shock
0 2 4 6 8 100.1
0.2
0.3
0.4
0.5Participation
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.1
0.2
0.3
0.4
0.5Employment
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100
1
2
3Unemployment Rate
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.05
0.1
0.15
0.2
0.25GDP
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.05
0.1
0.15
0.2
0.25Home Production
Time
% d
evia
tion
from
sts
t.
0 2 4 6 8 100.2
0.4
0.6
0.8
1Home Productivity Shock
Time
% d
evia
tion
from
sts
t.
Back
Campolmi and Gnocchi () Labor Market Participation 30 / 37
The Other Shocks
Table: Percentage standard deviations of output and of selected moments(relative to output) in the endogenous and exogenous participation models,conditionally on preference shocks. The table reports the value of momentsunder strict ination targeting. In parenthesis it is reported the value for anination coecient equal to 1.5 in the Taylor rule.
Moments Cond. on Preference Shocks Endogenous Exogenous
Output volatility 0.29 (0.60) 0 (0)Unempl. rate volatility 7.56 (15.91) 23.97 (23.97)
Empl. volatility 1.5 (1.5) 1.5 (1.5)Empl. rate volatility 0.47 (1.00) 1.5 (1.5)Part. rate volatility 1.92 (0.52) 0 (0)
Corr. of Part. with Output 0.99 (0.98) 0 (0)Corr. of Unempl. rate with Output 0.85 (-0.99) -1 (-1)
Back
Campolmi and Gnocchi () Labor Market Participation 31 / 37
The Other Shocks
Endogenous Vs Exogenous: Preference shocks
I Participation correlates positively with output and negatively withunemployment
I Strict ination targeting magnies participation volatility
I Constant volatility of employment, greater ows of searchingworkers dampen volatility of employment rates
I NO ACTION IN EXOGENOUS PARTICIPATION MODEL
Back
Campolmi and Gnocchi () Labor Market Participation 32 / 37
The Other Shocks
Table: Percentage standard deviations of output and of selected moments(relative to output) in the endogenous and exogenous participation models,conditionally on home technology shocks. The table reports the value ofmoments under strict ination targeting. In parenthesis it is reported thevalue for an ination coecient equal to 1.5 in the Taylor rule.
Moments Cond. on HTFP Shocks Endogenous Exogenous
Output volatility 0.20 (0.18) 0.52 (0.49)Unempl. rate volatility 7.21 (9.63) 23.97 (23.97)
Empl. volatility 1.5 (1.5) 1.5 (1.5)Empl. rate volatility 0.45 (0.60) 1.5 (1.5)Part. rate volatility 1.89 (2.10) 0 (0)
Corr. of Part. with Output 0.99 (1) 0 (0)Corr. of Unempl. rate with Output 0.84 (0.98) -1 (-1)
Back
Campolmi and Gnocchi () Labor Market Participation 33 / 37
The Other Shocks
Endogenous Vs Exogenous: Home TFP shocks
I Participation correlates positively with output and withunemployment
I Strict ination targeting dampens participation volatility
I Constant volatility of employment, smaller ows of searchingworkers dampen volatility of employment rates
I NO ACTION IN EXOGENOUS PARTICIPATION MODEL
Back
Campolmi and Gnocchi () Labor Market Participation 34 / 37
The Other Shocks
Table: Percentage standard deviations of output and of selected unconditionalmoments (relative to output) in the endogenous and exogenous participationmodels. The table reports the value of moments under strict inationtargeting. In parenthesis it is reported the value for an ination coecientequal to 1.5 in the Taylor rule.
Unconditional Moments Endogenous Exogenous
Output volatility 1.46 (1.43) 1.69 (1.56)Unempl. rate volatility 6.52 (7.35) 8.79 (7.57)
Empl. volatility 0.48 (0.67) 0.55 (0.47)Empl. rate volatility 0.41 (0.46) 0.55 (0.47)Part. rate volatility 0.40 (0.24) 0 (0)
Corr. of Part. with Output 0.13 (0.56) 0 (0)Corr. of Unempl. rate with Output -0.90 (-0.76) -1 (-1)
Back
Campolmi and Gnocchi () Labor Market Participation 35 / 37
The Search Cost
Monetary Policy: MTFP Shock - High Search Cost
Conclusions
Table: Percentage standard deviations of output and of selected moments(relative to output) in the endogenous and exogenous participation models,conditionally on MTFP shocks. Here we depart from the baseline calibrationand we assume a high households' search cost, equal to 0.99. The tablereports the value of moments under strict ination targeting. In parenthesis itis reported the value for an ination coecient equal to 1.5 in the Taylor rule.
Volatility Endogenous Exogenous
Values ∆ % Values ∆ %Empl. rate 0.1100 (0.0699) 52.47% 0.1107 (0.0726) 64.42%Unempl. rate 1.7682 (1.1606) 52.35% 1.7580 (1.0689) 64.46%Part. rate 0.0048 (0.0583) 0 (0)
Campolmi and Gnocchi () Labor Market Participation 36 / 37
The Search Cost
Endogenous Vs Exogenous: Search Cost
I If search cost is high, the participation margin matters less, beprices sticky or not
I Then, policy mistakes are less important
Conclusions
Campolmi and Gnocchi () Labor Market Participation 37 / 37