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1 OECD Employment Outlook 2013 Chapter 1. All in it together? The experience of different labour market groups following the crisis Annex 1.A2. Further Material The following pages provide supplementary material for the analysis presented in Chapter 1 of OECD Employment Outlook 2013. This material reflects data available as of May 2013. ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT PARIS, JULY 2013 Citation: OECD (2013), “All in it Together? The Experience of Different Labour Market Groups Following the Crisis – Further Material”, Annex of Chapter 1 of the OECD Employment Outlook 2013, OECD Publishing, Paris, available online at www.oecd.org/employment/outlook .

OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

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Page 1: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

1

OECD Employment Outlook 2013

Chapter 1. All in it together? The experience of different labour market groups

following the crisis Annex 1.A2. Further Material

The following pages provide supplementary material for the analysis presented in Chapter 1 of OECD Employment Outlook 2013. This material reflects data available as of May 2013.

ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT PARIS, JULY 2013

Citation: OECD (2013), “All in it Together? The Experience of Different Labour Market Groups Following the Crisis – Further Material”, Annex of Chapter 1 of the OECD Employment Outlook 2013, OECD Publishing, Paris, available online at www.oecd.org/employment/outlook.

Page 2: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

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TABLE OF CONTENTS

Tables

Table 1.A2.1. Jobs gap in OECD countries ................................................................................................. 3 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex ......................................... 4

Figures

Figure 1.A2.1. Evolution of non-employment since the onset of the crisis in selected OECD countries ... 5 Figure 1.A2.2. Evolution of non-employment by group since the onset of the crisis.................................. 7 Figure 1.A2.3. Evolution of youth non-employment since the onset of the crisis ....................................... 9 Figure 1.A2.4. Decomposition of the change in the inactivity of older workers in selected OECD

countries ..................................................................................................................................................... 10 Figure 1.A2.5. Decomposition of the change in the labour force participation rate of older workers

(aged 55-64) in OECD countries, 2000-12 ................................................................................................ 12

ACRONYMS AND ABBREVIATIONS

AUS Australia ISR Israel CHE Switzerland AUT Austria ITA Italy TUR Turkey BEL Belgium JPN Japan GBR United Kingdom CAN Canada KOR Korea USA United States CHL Chile LUX Luxembourg EU27 European Union CZE Czech Republic MEX Mexico EA17 Euro area DNK Denmark NLD Netherlands EA15 Euro area (15) EST Estonia NZL New Zealand FIN Finland NOR Norway FRA France POL Poland DEU Germany PRT Portugal GRC Greece SVK Slovak Republic HUN Hungary SVN Slovenia ISL Iceland ESP Spain IRL Ireland SWE Sweden The statistical data for Israel are supplied by and under the responsibility of the relevant Israeli authorities. The use of such data by the OECD is without prejudice to the status of the Golan Heights, East Jerusalem and Israeli settlements in the West Bank under the terms of international law.

Page 3: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

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Table 1.A2.1. Jobs gapa in OECD countries

a. The jobs gap is defined as the difference between actual employment and OECD estimates of potential employment.

b. OECD and euro area (15) are weighted averages of countries shown.

c. Aggregate of 15 OECD countries of the euro area.

Source: OECD calculations based on the OECD Economic Outlook Database (http://dx.doi.org/10.1787/eo-data-en).

Country -specific

trough

Current

2012 Q4

Projected

2014 Q4

Country -specific

trough

Current

2012 Q4

Projected

2014 Q4

OECDb

-2.0 -2.4 -1.9 14 728 13 500 10 432

Euro area (15)b,c

-2.0 -4.3 -5.2 5 442 7 427 8 674

Australia -0.2 -2.0 -1.4 -137 40 -21

Austria -0.5 -1.4 -1.6 -24 7 18

Belgium 0.0 -0.8 -2.1 -121 -91 -32

Canada -2.7 -1.5 -0.9 129 -75 -168

Chile -3.1 4.9 3.2 279 -222 -98

Czech Republic -1.0 -3.4 -4.0 127 248 279

Denmark -0.7 -4.4 -4.2 73 177 171

Estonia -10.1 -5.3 -3.4 15 -13 -25

Finland -3.3 -4.1 -4.4 28 48 57

France -0.5 -1.2 -2.3 1 208 1 402 1 686

Germany 0.4 1.9 2.2 14 -588 -693

Greece -21.5 -22.1 -24.3 914 936 984

Hungary -3.3 -0.5 -0.8 365 262 277

Iceland -6.0 -7.4 -6.4 3 5 4

Ireland -13.5 -15.5 -16.1 83 119 133

Israel 0.6 2.2 2.1 284 266 283

Italy -2.0 -3.2 -4.6 1 915 2 201 2 530

Japan -0.7 -0.9 -0.2 17 159 -289

Korea -0.7 0.4 1.2 58 -218 -391

Lux embourg 1.0 -3.0 -4.9 -9 5 11

Mex ico -2.9 -3.0 -1.1 -848 -857 -1 760

Netherlands -1.3 -3.5 -5.6 138 333 510

New Zealand -2.0 -4.6 -3.3 -457 -417 -454

Norw ay -2.9 -2.4 -1.6 11 0 -22

Poland 1.5 1.6 0.6 112 87 245

Portugal -10.1 -11.5 -14.1 345 409 526

Slov ak Republic 0.5 -3.9 -3.9 -226 -120 -119

Slov enia -0.8 -5.9 -7.1 -18 33 45

Spain -11.0 -19.5 -21.2 1 180 2 746 3 045

Sw eden -1.8 -3.0 -3.1 -23 26 34

Sw itzerland -0.2 -0.9 -1.7 205 245 281

Turkey -1.8 8.9 7.8 1 370 -792 -468

United Kingdom -2.5 -2.4 -2.8 330 300 441

United States -4.8 -4.3 -1.8 7 387 6 837 3 415

Change in the jobs gap since the start of the

crisis

%-points change

Change in the jobs gap since the start of the

crisis

Thousands

Page 4: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

4

Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex

Coefficient on the additional effect of the global financial crisis 16 quarters after the start of the crisisa

***, **, *: Statistically significant at 1%, 5% and 10% levels, respectively. Robust standard errors in parenthesis.

a. All regressions include time fixed effects.

b. The dependent variable is the difference at time t+n and time t of the log of the labour market outcomes for the selected group minus the difference of the log for the reference group (25-54).

Source: OECD estimates based on national labour force surveys.

Employ ment Participation Unemploy ment Employ ment Participation Unemploy ment

All persons (aged 15-64)

0.877 0.403 -0.459 0.850 0.554 -0.132

(0.905) (0.740) (0.491) (0.883) (1.089) (0.143)

1.384 0.684 -0.808 1.288 0.749 -0.509

(1.275) (1.107) (0.825) (1.235) (1.350) (0.526)

Youth (aged 15-24)

0.672 0.233 -0.051 0.884 0.466 0.126

(0.391) (0.185) (0.027) (0.535) (0.379) (0.069)

1.462 0.761 -0.689 1.645 0.938 -0.581

(0.762) (0.543) (0.348) (0.922) (0.706) (0.304)

Older persons (aged 55-64)

1.996** 1.625** -0.708 0.318 0.121 -0.286

(2.162) (2.056) (1.009) (0.403) (0.180) (0.436)

2.788*** 2.320*** -1.020 0.636 0.324 -0.553

(2.995) (3.085) (1.353) (0.770) (0.472) (0.770)

Women (aged 15-64)

0.601 0.302 -0.268 0.840 0.680 0.068

(0.717) (0.459) (0.331) (1.046) (1.200) (0.080)

1.077 0.630 -0.587 1.208 0.904 -0.231

(1.108) (0.820) (0.689) (1.365) (1.439) (0.257)

Employ ment Participation Unemploy ment Employ ment Participation Unemploy ment

Youth (aged 15-24)

-0.003 0.002 0.009 0.005 0.003 -0.038

(0.079) (0.080) (0.198) (0.167) (0.132) (0.861)

0.009 0.007 0.020 0.018 0.008 -0.033

(0.243) (0.295) (0.453) (0.558) (0.371) (0.746)

Older persons (aged 55-64)

0.030* 0.031** 0.050 -0.005 -0.003 0.067

(1.776) (1.978) (0.887) (0.311) (0.193) (1.253)

0.041** 0.042*** 0.041 -0.003 0.001 0.060

(2.520) (2.822) (0.707) (0.162) (0.035) (1.046)

Women (aged 15-64)

0.001 0.003 0.067 0.005 0.009 0.073

(0.091) (0.277) (1.319) (0.596) (1.200) (1.489)

0.002 0.005 0.080 0.005 0.010 0.096*

(0.148) (0.490) (1.485) (0.559) (1.382) (1.849)

Additional effect relativ e to all

prev ious recessions

Additional effect relativ e to

recessions in the 70s/80s/90s

Additional effect relativ e to all

prev ious recessions

Additional effect relativ e to

recessions in the 70s/80s/90s

B. Augmented model that controls for linear

country-specific trends

A. Baseline model

Additional effect relativ e to all

prev ious recessions

Additional effect relativ e to

recessions in the 70s/80s/90s

Additional effect relativ e to all

prev ious recessions

Additional effect relativ e to

recessions in the 70s/80s/90s

D. Augmented difference-in-difference model that

controls for linear country-specific trendsb

Additional effect relativ e to all

prev ious recessions

Additional effect relativ e to

recessions in the 70s/80s/90s

Additional effect relativ e to all

prev ious recessions

Additional effect relativ e to

recessions in the 70s/80s/90s

Additional effect relativ e to all

prev ious recessions

Additional effect relativ e to

recessions in the 70s/80s/90s

C. Difference-in-difference modelb

Page 5: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

5

Figure 1.A2.1. Evolution of non-employment since the onset of the crisis in selected OECD countries

Percentage-points change in the number of persons in a given labour market statusa as a share of the working-age

population, Q4 2007-Q4 2012

OECDa

European Union

Euro area

Australia

Austria

Canada

Czech Republic

Denmark

Estonia

Finland

France

Germany

Greece

Hungary

Iceland

Ireland

Israelb,c

Italy

Japan

Koreab

Non-employment rate Inactivity rate Short-term unemployment-to-population ratio Long-term unemployment-to-population ratio

-0.5

0

0.5

1

1.5

2

2.5%

-2

-1

0

1

2

3%

-2

-1

0

1

2

3

4%

-0.5

0

0.5

1

1.5%

-2

-1.5

-1

-0.5

0

0.5

1%

-0.5

0

0.5

1

1.5

2

2.5

3%

-0.5

0

0.5

1

1.5%

-2

0

2

4

6%

-4

-2

0

2

4

6

8

10

12%

-1

-0.5

0

0.5

1

1.5

2

2.5

3%

-2

-1.5

-1

-0.5

0

0.5

1

1.5

2

2.5%

-4

-3

-2

-1

0

1%

-2

0

2

4

6

8

10

12

14%

-3

-2

-1

0

1

2

3%

-2

0

2

4

6

8%

-2

0

2

4

6

8

10

12%

-3.5

-3

-2.5

-2

-1.5

-1

-0.5

0

0.5

1

1.5%

-1

0

1

2

3

4%

-1

-0.5

0

0.5

1

1.5%

-0.5

0

0.5

1

1.5%

Page 6: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

6

Figure 1.A2.1. Evolution of non-employment since the onset of the crisis in selected OECD countries (cont.)

Percentage-points change in the number of persons in a given labour market statusa as a share of the working-age

population, Q4 2007-Q4 2012

Mexicoc

Netherlandsc

New Zealand

Norway

Poland

Portugalc

Slovak Republic

Slovenia

Spain

Sweden

Switzerland

Turkey

United Kingdom

United States

a. OECD is the weighted average of 33 countries (excluding Chile).

b. Short-term unemployment refers to total unemployment for Israel (2012) and for Korea.

c. Series adjusted to take into account the break in series: 2010 for Mexico and the Netherlands, 2011 for Portugal. And 2012 for Israel.

Source: OECD calculations based on the OECD Short-term labour Market Statistics Database (http://dx.doi.org/10.1787/lfs-lms-data-en) and national labour force surveys.

Non-employment rate Inactivity rate Short-term unemployment-to-population ratio Long-term unemployment-to-population ratio

-0.5

0

0.5

1

1.5

2

2.5

3%

-2

-1

0

1

2

3%

-0.5

0

0.5

1

1.5

2

2.5

3

3.5

4

4.5%

-1

-0.5

0

0.5

1

1.5

2

2.5

3%

-4

-3

-2

-1

0

1

2%

-2

0

2

4

6

8

10%

-2

-1

0

1

2

3%

-2

-1

0

1

2

3

4

5%

-4

-2

0

2

4

6

8

10

12

14%

-1.5

-1

-0.5

0

0.5

1

1.5

2

2.5

3

3.5%

-2

-1.5

-1

-0.5

0

0.5

1

1.5%

-6

-5

-4

-3

-2

-1

0

1

2

3%

-1.5

-1

-0.5

0

0.5

1

1.5

2

2.5

3%

-0.5

0.5

1.5

2.5

3.5

4.5

5.5%

Page 7: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

7

Figure 1.A2.2. Evolution of non-employment by group since the onset of the crisis

Percentage-points change of the number of persons in a given labour market status as a share of the corresponding population of the corresponding group as a deviation from the population-wide change in OECD countries,

a

Q4 2007-Q4 2012b

Women (aged 15-64)

Youth (aged 15-24)

Older workers (aged 55-64)

Non-employment rate Inactivity rate Short-term unemployment-to-population ratio Long-term unemployment-to-population ratio

-7

-6

-5

-4

-3

-2

-1

0

1

2%

-4

-2

0

2

4

6

8

10

12

14%

-12

-10

-8

-6

-4

-2

0

2

4%

Page 8: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

8

Figure 1.A2.2. Evolution of non-employment by group since the onset of the crisis (cont.)

Percentage-points change of the number of persons in a given labour market status as a share of the corresponding population of the corresponding group as a deviation from the population-wide change in OECD countries,

a

Q4 2007-Q4 2012b

Low-skilledd (aged 25-64)

High-skilled

d (aged 25-64)

a. OECD is the weighted average of 33 countries (excluding Chile) for the statistics by gender, of 31 countries for the statistics by

age (excluding Australia, Chile and New Zealand) and of 29 countries for the statistics by education (excluding Australia, Chile, Japan, Korea and New Zealand)

b. Q4 2007-Q4 2011 for Israel.

c. Short-term unemployment refers to total unemployment.

d. Low-skilled refers to persons without upper secondary education and high-skilled to persons with a tertiary education.

Source: OECD calculations based on the OECD Short-term labour Market Statistics Database (http://dx.doi.org/10.1787/lfs-lms-data-en) and national labour force surveys.

Non-employment rate Inactivity rate Short-term unemployment-to-population ratio Long-term unemployment-to-population ratio

-8

-6

-4

-2

0

2

4

6

8

10%

-5

-4

-3

-2

-1

0

1

2

3

4

5%

Page 9: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

9

Figure 1.A2.3. Evolution of youth non-employment since the onset of the crisis

A. Decomposition of the change in non-employment rate

Percentage-point change of the number of youth (aged 15-24) in a given labour market status as a share of the population aged 15-24, Q4 200-Q4 2012

c

B. Decomposition of the change in the OECD

e non-employment rate

Percentage-points change of the number of youth (aged 15-24) in a given labour market status as a share of the population aged 15-24, Q4 2007-Q4 2012

Note: Countries are shown by ascending order of the youth non-employment rate in Panel A.

a. The NEET rate is defined as the share of the youth population not in employment, education or training.

b. The enrolment rate is defined as the share of the youth population in education or training.

c. Q1 2008-Q4 2012 for Norway.

d. Series adjusted to take into account the break in series: 2010 for Mexico and the Netherlands and 2011 for Portugal.

e. OECD is the weighted average of 31 countries (excluding Chile, Israel and Korea).

Source: OECD calculations based on the OECD Short-term labour Market Statistics Database (http://dx.doi.org/10.1787/lfs-lms-data-en) and national labour force surveys.

Non-employment rate NEET rate (a) Enrolment rate (b)

-15

-10

-5

0

5

10

15

20

25

TU

R

DE

U

AU

T

HU

N

ES

T

CH

E

PO

L

JPN

NLD

(d)

BE

L

SW

E

CZ

E

FR

A

FIN

ME

X (d

)

OE

CD

(e)

EU

27

AU

S

CA

N

GB

R

EA

17

ITA

US

A

NO

R

ISL

SV

K

DN

K

SV

N

GR

C

NZ

L

PR

T (d

)

IRL

ES

P

%

-1

0

1

2

3

4

5

2007 Q4

2008 Q1

Q2 Q3 Q4 2009 Q1

Q2 Q3 Q4 2010 Q1

Q2 Q3 Q4 2011 Q1

Q2 Q3 Q4 2012 Q1

Q2 Q3 Q4

%

Page 10: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

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Figure 1.A2.4. Decomposition of the change in the inactivity of older workers in selected OECD countries

Annual average percentage-points change since 2000a of the number of persons aged 55-64 in a given labour market status as a share of persons aged 55-64

Australia

Austria

Belgium

Czech Republic

Denmark

Estonia

Finland

Franceb

Germany

Greece

Hungary

Ireland

Italy

Luxembourg

Mexico

Inactivity rate Retirement rate Disability rate Rate of inactivity for other reasons

-25

-20

-15

-10

-5

0

5

10

%

-20

-15

-10

-5

0

5

%

-20

-15

-10

-5

0

5

10%

-20

-15

-10

-5

0

5

%

-10

-8

-6

-4

-2

0

2

4

%

-25

-20

-15

-10

-5

0

5%

-20

-15

-10

-5

0%

n.a.n.a.n.a.n.a.

-10

-8

-6

-4

-2

0

2

4

%

-30

-25

-20

-15

-10

-5

0

5

%

-8

-6

-4

-2

0

2

4

6

%

-40

-30

-20

-10

0

10

20

%

n.a.

-14-12-10

-8-6-4-2024

%

-20

-15

-10

-5

0

5%

-20

-15

-10

-5

0

5

10%

n.a.n.a.n.a.n.a.n.a.

-4

-3

-2

-1

0

1

2%

Page 11: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

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Figure 1.A2.4. Decomposition of the change in the inactivity of older workers in selected OECD countries (cont.)

Annual average percentage-points change since 2000a of the number of persons aged 55-64 in a given labour market status as a share of persons aged 55-64

Netherlands

Norway

Polandc

Portugal

Slovak Republic

Spain

Sweden

Switzerland

United Kingdom

United States

n.a.: Not available.

a. 2001 for the Slovak Republic; 2004 for France; and 2005 for Mexico and Spain.

b. Category "Other reasons" includes disability reasons.

c. Since the beginning of 2006 all disability pensions for persons who had reached the retirement age has been automatically converted into the old-age pensions.

Source: OECD calculations based on national labour force surveys.

Inactivity rate Retirement rate Disability rate Rate of inactivity for other reasons

-30

-25

-20

-15

-10

-5

0

5%

-8

-6

-4

-2

0

2

4%

-12-10

-8-6-4-20246

%

-6

-4

-2

0

2

4

6%

n.a.

-30

-25

-20

-15

-10

-5

0

5%

n.a.n.a.n.a.n.a.n.a.

-20

-15

-10

-5

0

5

10

15

%

-10

-8

-6

-4

-2

0

2%

-10

-8

-6

-4

-2

0

2

4

%

-10

-8

-6

-4

-2

0

2%

-8

-6

-4

-2

0

2%

Page 12: OECD Employment Outlook 2013 Employment Outlook 2013...4 Table 1.A2.2. Effect of recessions on labour market outcomes, by age and sex Coefficient on the additional effect of the global

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Figure 1.A2.5. Decomposition of the change in the labour force participation rate of older workers (aged 55-64) in OECD countries, 2000-12

a

Percentage-points change by sex and educational attainment

a. 2005-12 for Mexico and 2006-12 for Turkey.

b. Data adjusted to take into account the new data collection mode initiated in 2011.

c. OECD is the weighted average of the 28 countries shown.

Source: OECD calculations based on national labour force surveys.

-10

-5

0

5

10

15

20

25

30

%Between group effect Within group effect Total