Jobs multipliers: evidence from a large fiscal stimulus in Spain. … · 2019-06-05 · JOBS...

51
JOBS MULTIPLIERS: EVIDENCE FROM A LARGE FISCAL STIMULUS IN SPAIN Mario Alloza and Carlos Sanz Documentos de Trabajo N.º 1922 2019

Transcript of Jobs multipliers: evidence from a large fiscal stimulus in Spain. … · 2019-06-05 · JOBS...

Page 1: Jobs multipliers: evidence from a large fiscal stimulus in Spain. … · 2019-06-05 · JOBS MULTIPLIERS: EVIDENCE FROM A LARGE FISCAL STIMULUS IN SPAIN Mario Alloza and Carlos Sanz

JOBS MULTIPLIERS: EVIDENCE FROM A LARGE FISCAL STIMULUS IN SPAIN

Mario Alloza and Carlos Sanz

Documentos de Trabajo N.º 1922

2019

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JOBS MULTIPLIERS: EVIDENCE FROM A LARGE FISCAL STIMULUS IN SPAIN

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JOBS MULTIPLIERS: EVIDENCE FROM A LARGE FISCAL

STIMULUS IN SPAIN (*)

Mario Alloza and Carlos Sanz

BANCO DE ESPAÑA

Documentos de Trabajo. N.º 1922

2019

(*) We thank Henrique Basso, Jesús Fernández-Villaverde, Enrique Moral-Benito, Omar Rachedi, Roberto Ramos, Tano Santos, Jan Stuhler, Javier Vallés, Ernesto Villanueva, and seminar participants at the Banco de España for helpful comments. The views expressed in this paper are those of the authors and do not necessarily coincide with the views of the Banco de España or the Eurosystem. Alloza: Banco de España, Calle Alcalá 48, 28014 Madrid (Spain), [email protected]. Sanz: Banco de España, Calle Alcalá 48, 28014 Madrid (Spain), [email protected].

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The Working Paper Series seeks to disseminate original research in economics and fi nance. All papers have been anonymously refereed. By publishing these papers, the Banco de España aims to contribute to economic analysis and, in particular, to knowledge of the Spanish economy and its international environment.

The opinions and analyses in the Working Paper Series are the responsibility of the authors and, therefore, do not necessarily coincide with those of the Banco de España or the Eurosystem.

The Banco de España disseminates its main reports and most of its publications via the Internet at the following website: http://www.bde.es.

Reproduction for educational and non-commercial purposes is permitted provided that the source is acknowledged.

© BANCO DE ESPAÑA, Madrid, 2019

ISSN: 1579-8666 (on line)

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Abstract

We estimate the employment effect of a large fi scal stimulus in Spain (PlanE), in which

the national government transferred funds to municipalities to carry out local investment

projects. Using a difference-in-difference approach by exploiting variation in the timing of the

execution of projects across municipalities, we fi nd that 100,000 euros of stimulus reduced

unemployment by 0.62 jobs per year. We allow for possible spatial effects, i.e. the propagation

of the stimulus to neighboring municipalities, and fi nd that these are sizable, representing

8.4% of the “local” effect. We also present evidence on the transmission mechanism, fi nding

that the effect was: (i) initially concentrated in the construction and industrial sectors, but

later spilled over to the broader economy, (ii) larger for males than females, (iii) larger when

the shock represented a higher share of the budget, and (iv) not larger for municipalities

headed by more educated mayors. Our estimate of the multiplier falls in the lower range of

previous work.

Keywords: fi scal policy, local fi scal multipliers, spillovers.

JEL classifi cation: E24, E62, H30, H72.

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Resumen

En este trabajo, estimamos los efectos en el empleo de un gran estímulo fi scal en España

(conocido como «Plan E»), por el cual el Gobierno central transfi rió fondos a los municipios

para llevar a cabo proyectos de inversión. Explotando la variación temporal en la ejecución de

los proyectos en los distintos municipios mediante un análisis de diferencias en diferencias,

encontramos que 100.000 euros de estímulo redujeron el desempleo en 0,62 empleos-año.

Consideramos la posibilidad de que existan efectos espaciales, esto es, la propagación

del estímulo a municipios vecinos, y encontramos que son considerables: suponen un

8,4 % del efecto «local». También presentamos evidencia sobre la transmisión del estímulo, y

vemos que el efecto: i) estuvo inicialmente concentrado en la construcción y en la industria,

pero se extendió luego al resto de la economía; ii) fue mayor para los hombres que para

las mujeres; iii) fue mayor cuando el estímulo fue más grande en proporción al presupuesto

municipal, y iv) no fue mayor en municipios con alcaldes de un mayor nivel educativo.

Nuestra estimación del multiplicador se encuentra en el rango inferior de lo hallado por

estudios anteriores.

Palabras clave: política fi scal, multiplicadores fi scales locales, efectos de desbordamiento.

Códigos JEL: E24, E62, H30, H72.

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BANCO DE ESPAÑA 7 DOCUMENTO DE TRABAJO N.º 1922

i

i i

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BANCO DE ESPAÑA 8 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 9 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 10 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 11 DOCUMENTO DE TRABAJO N.º 1922

xi,t

i t

yi,t

i t

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BANCO DE ESPAÑA 12 DOCUMENTO DE TRABAJO N.º 1922

yi,t+h i t+h h ∈ [−24, 24]xi,t−j i t−j αi

γt ξi,t

ρ βh,j

M = 12

M

h h = 0 β0,0 h > 0 βh,0

h

yi,t+h = ρyi,t−1 +M∑

j=0

βh,jxi,t−j + αi + γt + ξi,t+h,

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BANCO DE ESPAÑA 13 DOCUMENTO DE TRABAJO N.º 1922

T−(1 + ρ)/(T − 1) ρ = 0.8

h < 0 βh,0 h

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BANCO DE ESPAÑA 14 DOCUMENTO DE TRABAJO N.º 1922

h < 0

h < −12 h < −12

h ∈ (−12, 0)

h

βh,0 h < 0

h > 0

h ∈ [6, 12]

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BANCO DE ESPAÑA 15 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 16 DOCUMENTO DE TRABAJO N.º 1922

R i t zRi,t

σh,j

R = 20

2%

yi,t+h = ρ∗yi,t−1 +M∑

j=0

β∗h,jxi,t−j +M∑

j=0

σh,jzRi,t−j + α∗i + γ∗t + ξ∗i,t+h,

σh,j

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BANCO DE ESPAÑA 17 DOCUMENTO DE TRABAJO N.º 1922

βh,j β∗h,j

R = 20

R = 10

1%

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BANCO DE ESPAÑA 18 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 19 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 20 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 21 DOCUMENTO DE TRABAJO N.º 1922

< 25

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BANCO DE ESPAÑA 22 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 23 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 24 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 25 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 26 DOCUMENTO DE TRABAJO N.º 1922

0.0

02.0

04.0

06.0

08.0

1D

ensi

ty

01jan2009 01jul2009 01jan2010 01jul2010 01jan201Starting date of project

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BANCO DE ESPAÑA 27 DOCUMENTO DE TRABAJO N.º 1922

010

0020

0030

0040

00Fi

scal

stim

ulus

(milli

ons

euro

s)

2000

3000

4000

5000

Une

mpl

oym

ent (

thou

sand

per

sons

)

2006m1 2008m1 2010m1 2012m1 2014m1 2016m1Date

unemployment (left) fiscal stimulus (right)

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BANCO DE ESPAÑA 28 DOCUMENTO DE TRABAJO N.º 1922

−.00

015

−.00

01−.

0000

50

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05D

iffer

ence

in lo

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empl

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−24 −16 −8 0 8 16 24Months relative to shock

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BANCO DE ESPAÑA 29 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 30 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 31 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 32 DOCUMENTO DE TRABAJO N.º 1922

−6−4

−20

Num

ber o

f job

s pe

r milli

on e

uros

0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24Time (months)

local effect spatial effect

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BANCO DE ESPAÑA 33 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 34 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 35 DOCUMENTO DE TRABAJO N.º 1922

05.

0e−0

4.0

01.0

015

Den

sity

0 1000 2000 3000 4000Municipal expenditure (budget) per capita in 2009

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BANCO DE ESPAÑA 36 DOCUMENTO DE TRABAJO N.º 1922

−.00

02−.

0001

0.0

001

Diff

eren

ce in

log(

unem

ploy

men

t)

−24 −16 −8 0 8 16 24Months relative to shock

low spending high spending

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ence

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g(un

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without college with college

−.00

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5D

iffer

ence

in lo

g(un

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ent)

−24 −16 −8 0 8 16 24Months relative to shock

without college with college

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BANCO DE ESPAÑA 37 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 38 DOCUMENTO DE TRABAJO N.º 1922

025

0050

0075

0010

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tota

l cap

ital t

rans

fers

(milli

ons

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2004 2006 2008 2010 2012 2014 2016

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BANCO DE ESPAÑA 39 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 40 DOCUMENTO DE TRABAJO N.º 1922

(19apr2009,30oct2009](01apr2009,19apr2009](15mar2009,01apr2009][10jan2009,15mar2009]No data

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BANCO DE ESPAÑA 41 DOCUMENTO DE TRABAJO N.º 1922

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BANCO DE ESPAÑA 42 DOCUMENTO DE TRABAJO N.º 1922

−.00

015

−.00

01−.

0000

50

.000

05D

iffer

ence

in lo

g(un

empl

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ent)

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local effect (benchmark specification)direct effect (spatial specification)

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BANCO DE ESPAÑA 43 DOCUMENTO DE TRABAJO N.º 1922

−.00

04−.

0002

0.0

002

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4D

iffer

ence

in lo

g(un

empl

oym

ent)

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R=20 R=10 R=30

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BANCO DE ESPAÑA 44 DOCUMENTO DE TRABAJO N.º 1922

−.00

04−.

0002

0.0

002

.000

4D

iffer

ence

in lo

g(un

empl

oym

ent)

−24 −16 −8 0 8 16 24Months relative to shock

benchmark 0 lags yt 6 lags yt

12 lags yt 6 lags xt 24 lags xt

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BANCO DE ESPAÑA 45 DOCUMENTO DE TRABAJO N.º 1922

−.00

04−.

0002

0.0

002

.000

4D

iffer

ence

in lo

g(un

empl

oym

ent)

−24 −16 −8 0 8 16 24Months relative to shock

benchmark with dep.var. outlierswith 2009 indep. var. outliers with 2010 indep. var. outliers

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BANCO DE ESPAÑA 46 DOCUMENTO DE TRABAJO N.º 1922

−.00

010

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1.0

002

Diff

eren

ce in

log(

empl

oym

ent)

−24 −16 −8 0 8 16 24Months relative to shock

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BANCO DE ESPAÑA 47 DOCUMENTO DE TRABAJO N.º 1922

< 25 < 25

−.00

03−.

0002

−.00

010

.000

1.0

002

Diff

eren

ce in

log(

unem

ploy

men

t − y

oung

s)

−24 −16 −8 0 8 16 24Months relative to shock

−.00

1−.

0005

0.0

005

.001

Diff

eren

ce in

log(

unem

ploy

men

t − y

oung

s)

−24 −16 −8 0 8 16 24Months relative to shock

25− 45 25− 45

−.00

015

−.00

01−.

0000

50

.000

05.0

001

Diff

eren

ce in

log(

unem

ploy

men

t − a

dults

)

−24 −16 −8 0 8 16 24Months relative to shock

−.00

04−.

0002

0.0

002

.000

4D

iffer

ence

in lo

g(un

empl

oym

ent −

adu

lts)

−24 −16 −8 0 8 16 24Months relative to shock

> 45 > 45

−.00

015

−.00

01−.

0000

50

.000

05D

iffer

ence

in lo

g(un

empl

oym

ent −

old

)

−24 −16 −8 0 8 16 24Months relative to shock

−.00

04−.

0002

0.0

002

.000

4D

iffer

ence

in lo

g(un

empl

oym

ent −

old

)

−24 −16 −8 0 8 16 24Months relative to shock

Page 48: Jobs multipliers: evidence from a large fiscal stimulus in Spain. … · 2019-06-05 · JOBS MULTIPLIERS: EVIDENCE FROM A LARGE FISCAL STIMULUS IN SPAIN Mario Alloza and Carlos Sanz

BANCO DE ESPAÑA 48 DOCUMENTO DE TRABAJO N.º 1922

ΔYt+h = βYh ΔGt

ΔEt+h = βEh ΔGt,

Yt+h t + h Et+h

βYh

βEh

yt+h = ΔYt+h

Ytet+h = ΔEt+h

Et

gt = ΔGt

Yt

et+h = βEh

Yt

Et

gt.

Yt = A (HtEt)γ (KP

t

)α (KG

t

)ζ,

Lt = HtEt

t KPt KG

t

α = ζ = 0

t

Page 49: Jobs multipliers: evidence from a large fiscal stimulus in Spain. … · 2019-06-05 · JOBS MULTIPLIERS: EVIDENCE FROM A LARGE FISCAL STIMULUS IN SPAIN Mario Alloza and Carlos Sanz

BANCO DE ESPAÑA 49 DOCUMENTO DE TRABAJO N.º 1922

ζ

ζ

γ

ht = ΔHt+h

Htχ = ht

et

βYh =

yt+h

gt=

yt+h

et+h

et+h

gt≈ (1− γ)(1 + χ)

Yy

Et

βEh .

(1−γ)(1+χ) ≈ 1

Yt/Et

γ χ (1− γ)(1 + χ)Yt

Et

Page 50: Jobs multipliers: evidence from a large fiscal stimulus in Spain. … · 2019-06-05 · JOBS MULTIPLIERS: EVIDENCE FROM A LARGE FISCAL STIMULUS IN SPAIN Mario Alloza and Carlos Sanz

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1822 GABRIELE FIORENTINI, ALESSANDRO GALESI, GABRIEL PÉREZ-QUIRÓS and ENRIQUE SENTANA: The rise and fall

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1823 ALBERTO MARTÍN, ENRIQUE MORAL-BENITO and TOM SCHMITZ: The fi nancial transmission of housing bubbles:

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1824 DOMINIK THALER: Sovereign default, domestic banks and exclusion from international capital markets.

1825 JORGE E. GALÁN and JAVIER MENCÍA: Empirical assessment of alternative structural methods for identifying cyclical

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1826 ROBERTO BLANCO and NOELIA JIMÉNEZ: Credit allocation along the business cycle: evidence from the latest boom

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1827 ISABEL ARGIMÓN: The relevance of currency-denomination for the cross-border effects of monetary policy.

1828 SANDRA GARCÍA-URIBE: The effects of tax changes on economic activity: a narrative approach to frequent anticipations.

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1830 JACOPO TIMINI and MARINA CONESA: Chinese exports and non-tariff measures: testing for heterogeneous effects at the

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1831 JAVIER ANDRÉS, JOSÉ E. BOSCÁ, JAVIER FERRI and CRISTINA FUENTES-ALBERO: Households’ balance sheets and

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1833 VICENTE SALAS, LUCIO SAN JUAN and JAVIER VALLÉS: Corporate cost and profi t shares in the euro area and the US:

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1834 MARTÍN GONZÁLEZ-EIRAS and CARLOS SANZ: Women’s representation in politics: voter bias, party bias, and electoral

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1835 MÓNICA CORREA-LÓPEZ and BEATRIZ DE BLAS: Faraway, so close! Technology diffusion and fi rm heterogeneity in the

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1836 JACOPO TIMINI: The margins of trade: market entry and sector spillovers, the case of Italy (1862-1913).

1837 HENRIQUE S. BASSO and OMAR RACHEDI: The young, the old, and the government: demographics and fi scal

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1838 PAU ROLDÁN and SONIA GILBUKH: Firm dynamics and pricing under customer capital accumulation.

1839 GUILHERME BANDEIRA, JORDI CABALLÉ and EUGENIA VELLA: Should I stay or should I go? Austerity,

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1840 ALESSIO MORO and OMAR RACHEDI: The changing structure of government consumption spending.

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1842 MARÍA GIL, JAVIER J. PÉREZ, A. JESÚS SÁNCHEZ and ALBERTO URTASUN: Nowcasting private consumption:

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1845 LUCA FORNARO and FEDERICA ROMEI: The paradox of global thrift.

1846 JUAN S. MORA-SANGUINETTI and MARTA MARTÍNEZ-MATUTE: An economic analysis of court fees: evidence from

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1847 MIKEL BEDAYO, ÁNGEL ESTRADA and JESÚS SAURINA: Bank capital, lending booms, and busts. Evidence from

Spain in the last 150 years.

1848 DANIEL DEJUÁN and CORINNA GHIRELLI: Policy uncertainty and investment in Spain.

1849 CRISTINA BARCELÓ and ERNESTO VILLANUEVA: The risk of job loss, household formation and housing demand:

evidence from differences in severance payments.

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1850 FEDERICO TAGLIATI: Welfare effects of an in-kind transfer program: evidence from Mexico.

1851 ÓSCAR ARCE, GALO NUÑO, DOMINIK THALER and CARLOS THOMAS: A large central bank balance sheet? Floor vs

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1901 EDUARDO GUTIÉRREZ and ENRIQUE MORAL-BENITO: Trade and credit: revisiting the evidence.

1902 LAURENT CAVENAILE and PAU ROLDAN: Advertising, innovation and economic growth.

1903 DESISLAVA C. ANDREEVA and MIGUEL GARCÍA-POSADA: The impact of the ECB’s targeted long-term refi nancing

operations on banks’ lending policies: the role of competition.

1904 ANDREA ALBANESE, CORINNA GHIRELLI and MATTEO PICCHIO: Timed to say goodbye: does unemployment

benefi t eligibility affect worker layoffs?

1905 CORINNA GHIRELLI, MARÍA GIL, JAVIER J. PÉREZ and ALBERTO URTASUN: Measuring economic and economic

policy uncertainty, and their macroeconomic effects: the case of Spain.

1906 CORINNA GHIRELLI, JAVIER J. PÉREZ and ALBERTO URTASUN: A new economic policy uncertainty index for Spain.

1907 SERGIO PUENTE and ELENA VOZMEDIANO: Minimum and bargained wages: pass-through and labor market

performance.

1908 SERGIO MAYORDOMO and OMAR RACHEDI: The China syndrome affects banks: the credit supply channel of

foreign import competition.

1909 MÓNICA CORREA-LÓPEZ, MATÍAS PACCE and KATHI SCHLEPPER: Exploring trend infl ation dynamics in Euro Area

countries.

1910 JAMES COSTAIN, ANTON NAKOV and BORJA PETIT: Monetary policy implications of state-dependent prices and wages.

1911 JAMES CLOYNE, CLODOMIRO FERREIRA, MAREN FROEMEL and PAOLO SURICO: Monetary policy, corporate

fi nance and investment.

1912 CHRISTIAN CASTRO and JORGE E. GALÁN: Drivers of productivity in the Spanish banking sector: recent evidence.

1913 SUSANA PÁRRAGA RODRÍGUEZ: The effects of pension-related policies on household spending.

1914 MÁXIMO CAMACHO, MARÍA DOLORES GADEA and ANA GÓMEZ LOSCOS: A new approach to dating the reference

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1915 LAURA HOSPIDO, LUC LAEVEN and ANA LAMO: The gender promotion gap: evidence from Central Banking.

1916 PABLO AGUILAR, STEPHAN FAHR, EDDIE GERBA and SAMUEL HURTADO: Quest for robust optimal

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1917 CARMEN BROTO and MATÍAS LAMAS: Is market liquidity less resilient after the fi nancial crisis? Evidence for US

treasuries.

1918 ESTEBAN GARCÍA-MIRALLES, NEZIH GUNER and ROBERTO RAMOS: The Spanish personal income tax:

facts and parametric estimates.

1919 SAKI BIGIO, GALO NUÑO and JUAN PASSADORE: A framework for debt-maturity management.

1920 LUIS J. ÁLVAREZ, MARÍA DOLORES GADEA and ANA GÓMEZ-LOSCOS: Infl ation interdependence in advanced

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1921 DIEGO BODAS, JUAN R. GARCÍA LÓPEZ, JUAN MURILLO ARIAS, MATÍAS J. PACCE, TOMASA RODRIGO LÓPEZ,

JUAN DE DIOS ROMERO PALOP, PEP RUIZ DE AGUIRRE, CAMILO A. ULLOA and HERIBERT VALERO LAPAZ:

Measuring retail trade using card transactional data.

1922 MARIO ALLOZA and CARLOS SANZ: Jobs multipliers: evidence from a large fi scal stimulus in Spain.

Unidad de Servicios AuxiliaresAlcalá, 48 - 28014 Madrid

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