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Parental leaves and early career
trajectories in Finland
Kati Kuitto
ETK Conference 2018
Gender Inequalities in Employment and Pensions
Helsinki, 18 May 2018
The research questions
 How do early career trajectories of women and men differ?
 Are parenting leave breaks detrimental for early careers?
Research project Parenting as Early Career Earnings Risk
Kati Kuitto, Janne Salonen (Finnish Centre for Pensions) and Jan Helmdag
(University of Greifswald)
218.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
Why study early career trajectories and parental
leaves in Finland?
• Early career labour market attachment is crucial for working age
income and further career, but also for pension accumulation and
old-age income
• Parenting and unemployment are the most common reasons for
a career break; women carry the main part of earnings risks due
to parenting leaves
• In Finland…
…the home care allowance builds an institutional incentive to drop
out of the labour market
…high societal acceptance for women staying at home for child care
…long spells of parenting leaves for women
…however, full-time employment of women is rather high and gender
gap in employment rate is low
318.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
The Finnish parental leave scheme in brief
Maternity allowance
(105 days)
Paternity allowance
(54 days)
Parental allowance
(158 days)
Home care allowance
(until 3 years)
418.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
Birth 3 months 9 months 1 year 2 years 3 years
Mothers take 90.5% of all parenting leave days (2016)
Source: KELA 2018
After parental leave, public child care and early education
available for all children until school age
Cohort Study on Early
Career Trajectories
Design of the study
• Cohort study of Finns born in 1980
 62 687 Finnish residents (30 510 women, 32 177 men)
• Individual-level register data (ETK, KELA, Statistics Finland)
• Study period 2005-2016
 Age 25-36: the phase of early career and creating a family
• Indicators of early career labour market attachment
 Yearly wage earnings
 Yearly working days
• Multi-trajectory analysis of wage earnings and working days +
regression modelling of parental leave effect
618.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
Womens’ earnings trajectories
718.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
Low Increasing
7.3 % 7.8 % 6.9 % 7.3% 70.1 %
U-shape Decreasing High
Wageearnings(mean,ihs)
Predicted wage (ihs) Median bands
Mens’ earnings trajectories
818.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
Low Decreasing
6.4 % 5.8 % 4.5 % 21.0 % 62.4 %
Increasing Attaching High
Wageearnings(mean,ihs)
Predicted wage (ihs) Median bands
Factors leading to weak labour market attachment
• Education has major influence on trajectories
 Low education leads to being in the low attachment trajectory
 Low education has a strong negative effect on wage and working in
combination with migration background, unemployment, being
single or divorced, or having multiple children
• Disability is clearly related to low or decreasing labour market
attachment and is an even more important factor for men’s
unstable careers
• Unemployment is equally detaching for men and women, but
more often behind decreasing earnings development for men
• Migration background is a greater hindrance for women than
for men. However, migrants are often also on an increasing path
918.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
Low difference in employment, but high difference in
accumulated earnings already in early career phase
1018.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
Occupational
segregation
Women work more
often in low-payed
jobs
Women have fewer
working hours (part-time
work, less overtime)
…and parenting
leaves
At the age of 36
Differences in Career Breaks Due
to Parenting
Opposite family-career dynamics of men and women
1218.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
0,5
0,8 0,8
1,2
1,5
1,3
0
0,5
1
1,5
2
2,5
Men
Age 36 Age 25
2,0
2,2
2,1
1,7
1,4
1,6
0
0,5
1
1,5
2
2,5
Women
Age 36 Age 25
Number of children at the age of 25 and 36
Paternity leave is much more common in stable
employment
1318.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
Total maternity and paternity leave days 2005-2016
5
13
20
33
44
39
0
5
10
15
20
25
30
35
40
45
50
Mens' paternity leave days
269
209
256
239
225 230
0
50
100
150
200
250
300
Womens' maternity leave days
Great difference in take-up of parental leave
1418.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
Total parental leave days 2005-2016
680
536
635
587
539
559
0
100
200
300
400
500
600
700
800
Women
8
20
27
41
54
48
0
10
20
30
40
50
60
Men
Home care considerably less common among highly
attached women
1518.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
Total home care allowance days 2005-2016
1 379
941 924
806
457
620
0
200
400
600
800
1000
1200
1400
1600
Women
39
54
46
32
18
24
0
10
20
30
40
50
60
Men
Effect of career breaks due to parenting differs
between women and men
• The number of children has significant negative short- and
long-term effects on women’s wages, but positive on men’s*
• Parental leave breaks have significant negative effect on
women’s earnings in short and long term – but not for men*
• Home care leaves have negative effect on both women’s and
men’s earnings in short and long term*
• The longer the parenting-related breaks, the lower is the
probability of women for being on high labour market
attachment trajectory**
1618.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
*Based on error correction models estimating wage equilibria (fixed effects unconditional
additive split sample estimation)
**Based on multinomial regression models estimating trajectory membership probabilities
Conclusions and Policy
Implementations
Key findings
Gender differences accrue already in the early career
• Women’s early career earnings accumulation is 70% of men’s
• Men’s parenting-related career breaks total 111 days on average
in this early career period, women’s total 1,408 days on average
 1:13
• Long parenting leaves harm mothers’ earnings and labour
market attachment
• “Child penalty” for women, “child reward” for men
• Other more important reasons for weak labour market
attachment include disability, low educational level and
unemployment
1818.05.2018Kati Kuitto FINNISH CENTRE FOR PENSIONS
Ways to make early careers more equal –
policy implications
 Family and labour market policies for a more equal
distribution of care responsibilities between mothers and
fathers
 Promote labour market participation of women (and men)
with low socioeconomic status and migration background
 Initiatives to diminish occupational segregation
1918.05.2018Kati Kuitto FINNISH CENTRE FOR PENSIONS
Thank you!
kati.kuitto@etk.fi

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Parental leaves and early career trajectories in Finland

  • 1. Parental leaves and early career trajectories in Finland Kati Kuitto ETK Conference 2018 Gender Inequalities in Employment and Pensions Helsinki, 18 May 2018
  • 2. The research questions  How do early career trajectories of women and men differ?  Are parenting leave breaks detrimental for early careers? Research project Parenting as Early Career Earnings Risk Kati Kuitto, Janne Salonen (Finnish Centre for Pensions) and Jan Helmdag (University of Greifswald) 218.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
  • 3. Why study early career trajectories and parental leaves in Finland? • Early career labour market attachment is crucial for working age income and further career, but also for pension accumulation and old-age income • Parenting and unemployment are the most common reasons for a career break; women carry the main part of earnings risks due to parenting leaves • In Finland… …the home care allowance builds an institutional incentive to drop out of the labour market …high societal acceptance for women staying at home for child care …long spells of parenting leaves for women …however, full-time employment of women is rather high and gender gap in employment rate is low 318.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
  • 4. The Finnish parental leave scheme in brief Maternity allowance (105 days) Paternity allowance (54 days) Parental allowance (158 days) Home care allowance (until 3 years) 418.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS Birth 3 months 9 months 1 year 2 years 3 years Mothers take 90.5% of all parenting leave days (2016) Source: KELA 2018 After parental leave, public child care and early education available for all children until school age
  • 5. Cohort Study on Early Career Trajectories
  • 6. Design of the study • Cohort study of Finns born in 1980  62 687 Finnish residents (30 510 women, 32 177 men) • Individual-level register data (ETK, KELA, Statistics Finland) • Study period 2005-2016  Age 25-36: the phase of early career and creating a family • Indicators of early career labour market attachment  Yearly wage earnings  Yearly working days • Multi-trajectory analysis of wage earnings and working days + regression modelling of parental leave effect 618.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
  • 7. Womens’ earnings trajectories 718.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS Low Increasing 7.3 % 7.8 % 6.9 % 7.3% 70.1 % U-shape Decreasing High Wageearnings(mean,ihs) Predicted wage (ihs) Median bands
  • 8. Mens’ earnings trajectories 818.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS Low Decreasing 6.4 % 5.8 % 4.5 % 21.0 % 62.4 % Increasing Attaching High Wageearnings(mean,ihs) Predicted wage (ihs) Median bands
  • 9. Factors leading to weak labour market attachment • Education has major influence on trajectories  Low education leads to being in the low attachment trajectory  Low education has a strong negative effect on wage and working in combination with migration background, unemployment, being single or divorced, or having multiple children • Disability is clearly related to low or decreasing labour market attachment and is an even more important factor for men’s unstable careers • Unemployment is equally detaching for men and women, but more often behind decreasing earnings development for men • Migration background is a greater hindrance for women than for men. However, migrants are often also on an increasing path 918.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS
  • 10. Low difference in employment, but high difference in accumulated earnings already in early career phase 1018.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS Occupational segregation Women work more often in low-payed jobs Women have fewer working hours (part-time work, less overtime) …and parenting leaves At the age of 36
  • 11. Differences in Career Breaks Due to Parenting
  • 12. Opposite family-career dynamics of men and women 1218.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS 0,5 0,8 0,8 1,2 1,5 1,3 0 0,5 1 1,5 2 2,5 Men Age 36 Age 25 2,0 2,2 2,1 1,7 1,4 1,6 0 0,5 1 1,5 2 2,5 Women Age 36 Age 25 Number of children at the age of 25 and 36
  • 13. Paternity leave is much more common in stable employment 1318.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS Total maternity and paternity leave days 2005-2016 5 13 20 33 44 39 0 5 10 15 20 25 30 35 40 45 50 Mens' paternity leave days 269 209 256 239 225 230 0 50 100 150 200 250 300 Womens' maternity leave days
  • 14. Great difference in take-up of parental leave 1418.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS Total parental leave days 2005-2016 680 536 635 587 539 559 0 100 200 300 400 500 600 700 800 Women 8 20 27 41 54 48 0 10 20 30 40 50 60 Men
  • 15. Home care considerably less common among highly attached women 1518.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS Total home care allowance days 2005-2016 1 379 941 924 806 457 620 0 200 400 600 800 1000 1200 1400 1600 Women 39 54 46 32 18 24 0 10 20 30 40 50 60 Men
  • 16. Effect of career breaks due to parenting differs between women and men • The number of children has significant negative short- and long-term effects on women’s wages, but positive on men’s* • Parental leave breaks have significant negative effect on women’s earnings in short and long term – but not for men* • Home care leaves have negative effect on both women’s and men’s earnings in short and long term* • The longer the parenting-related breaks, the lower is the probability of women for being on high labour market attachment trajectory** 1618.05.2018@KatiKuitto FINNISH CENTRE FOR PENSIONS *Based on error correction models estimating wage equilibria (fixed effects unconditional additive split sample estimation) **Based on multinomial regression models estimating trajectory membership probabilities
  • 18. Key findings Gender differences accrue already in the early career • Women’s early career earnings accumulation is 70% of men’s • Men’s parenting-related career breaks total 111 days on average in this early career period, women’s total 1,408 days on average  1:13 • Long parenting leaves harm mothers’ earnings and labour market attachment • “Child penalty” for women, “child reward” for men • Other more important reasons for weak labour market attachment include disability, low educational level and unemployment 1818.05.2018Kati Kuitto FINNISH CENTRE FOR PENSIONS
  • 19. Ways to make early careers more equal – policy implications  Family and labour market policies for a more equal distribution of care responsibilities between mothers and fathers  Promote labour market participation of women (and men) with low socioeconomic status and migration background  Initiatives to diminish occupational segregation 1918.05.2018Kati Kuitto FINNISH CENTRE FOR PENSIONS