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@ESRIDublin #ESRIevents #ESRIpublications www.esri.ie Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark Regan Bertrand Maître

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Page 1: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

@ESRIDublin #ESRIevents #ESRIpublications www.esri.ie

Child Poverty in Ireland and the Pandemic Recession

DATE7th July 2020

AUTHORSMark ReganBertrand Maître

Page 2: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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1. Document child poverty trends from 2004-2018 using the Survey on Income and Living Conditions (SILC) data sets

2. Show how poverty levels changed during the Great Recession for children across households

3. Estimate income poverty rates for 2020 using a tax-benefit microsimulation model, Euromod

• In absence of an economic recovery• With a moderate economic recovery

Objectives

Page 3: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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• Poverty will decrease living standards of children in the short-run, but will also have long-run effects

• Early life poverty reduces the odds of completing secondary education, worst for children who suffer years of poverty (Duncan et al., 1997)

• Impacts adult earnings and hours of work (Duncan et al., 2012)• A $3,000 increase to family income of poor children (aged

under 5) would translate to a 17% increase in adult earnings in later life

• Smaller effects if the income increase occurs after age 5

Why is child poverty a concern?

Page 4: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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1. At-risk of poverty (AROP) rate• Portion of people living in households with income <60% of

median equivalised household disposable income• Relative measure• For a given household, poverty is a function of their income

and the income of other households

2. Basic deprivation• Inability to afford at least 2 out of an 11 list item of basic

consumables• Absolute measure• Poverty is only a function of a household’s self-reported ability

to afford items

Measures of poverty

Page 5: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Trend in AROP rates

0

5

10

15

20

25

30

35

40

2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

%

Less than 18 Aged 18 to 64 Aged 65+ Unemployment rate

Child AROP rates fell from 23 per cent in 2004 to 15 per cent by 2018

Notes: Authors’ analysis using SILC Research Microdata file. Year refers to the SILC survey year.

Page 6: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Trend in AROP rates

0

5

10

15

20

25

30

35

40

2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

%

Less than 18 Aged 18 to 64 Aged 65+ Unemployment rate

AROP rates didn’t change during the Great Recession, relative measure flaw

Notes: Authors’ analysis using SILC Research Microdata file. Year refers to the SILC survey year.

Page 7: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Trend in AROP rates

0

5

10

15

20

25

30

35

40

2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

%

Less than 18 Aged 18 to 64 Aged 65+ Unemployment rate

AROP rates have generally been lower for adults

Notes: Authors’ analysis using SILC Research Microdata file. Year refers to the SILC survey year.

Page 8: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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• AROP rates do not track the business cycle well- show no upswing during the Great Recession

• Income losses households incurred are reflected in a lowering of the poverty threshold (60% of median equivalised household disposable income), rather than in the AROP metric

• Absolute measures of poverty, such as the basic deprivation rate, can be more useful in a large recession

• Using a constant poverty line can also help untangle income poverty changes from changes to median incomes

AROP rates

Page 9: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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AROP rates using the 2004 poverty line

0

5

10

15

20

25

30

35

40

2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

%

Less than 18 Aged 18 to 64 Aged 65+ Unemployment rate

We see a cyclical pattern in child AROP rates if we use a fixed poverty line

Notes: Authors’ analysis using SILC Research Microdata file. Year refers to the SILC survey year. 2004 poverty line is indexed in line with inflation.

Page 10: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Basic deprivation rates

0

5

10

15

20

25

30

35

40

2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

%

Less than 18 Aged 18 to 64 Aged 65+ Unemployment rate

Rapid rise from 15 per cent in 2007 to over 35 per cent by 2013

Notes: Authors’ analysis using SILC Research Microdata file. Year refers to the SILC survey year.

Page 11: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Child deprivation rate by household head status

0

10

20

30

40

50

60

70

At work Unemployed Other\Inactive

%

2008 2013 2018

Employment substantially reduces the risk of a child being deprived

Notes: Authors’ analysis using SILC Research Microdata file. Year refers to the SILC survey year.

Page 12: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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• Deprivation and fixed income poverty rates rose rapidly over the Great Recession

• By 2018 these were as low as during the Celtic Tiger period

• Parental employment substantially reduces the likelihood of a child facing deprivation or living in income poverty

• Given recent unprecedented job losses, how are child poverty rates likely to evolve in 2020?

Summary

Page 13: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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• Estimate how income poverty will evolve over the course of 2020

• Make use of a harmonised European tax-benefit model, Euromod• Use the 2017 Irish EU-SILC file with incomes increased to

start of 2020 levels

• Simulate widespread job losses and emergency income support measures

• Pandemic Unemployment Payment (PUP)• Temporary Wage Subsidy Scheme (TWSS)

Simulating changes in child poverty (I)

Page 14: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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• Simulate a baseline 834,000 job losses in Mid-March• 584,000 receive PUP• 250,000 receive the TWSS

• Job losses are calibrated to match observed uptake of TWSS and PUP by industry at the end of April

Simulating changes in child poverty (II)

Page 15: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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• Also model a labour market recovery

• Allow a certain portion of displaced workers to return to work in Mid-June and at the end of September - based on quarterly unemployment estimates from Central Bank (2020)

Incorporating uncertainty:1. Allow the scale of job losses and labour market recovery to vary

with a 10 percentage point spread (depth of recession and speed of recovery can be smaller/larger than the baseline)

2. Estimate the modelled results 100 times and report min., average and max. income poverty changes- Monte Carlo approach

Simulating changes in child poverty (III)

Page 16: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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• No Pandemic Baseline• Normal economic activity for all of 2020• Tax-benefit rules for as at January 1st in place the whole of 2020

• Scenario A: No economic recovery• Large employment losses from Mid-March for the entirety of 2020• TWSS and PUP in place for the remainder of 2020

• Scenario B: Economic recovery• Large employment losses from Mid-March for a 12-week period• Workers return to work in Mid-June and end of September• Between 61 and 82 per cent of displaced workers return to work by

end of September• TWSS and PUP in place for the remainder of 2020

Scenarios and assumptions

Page 17: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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What does our simulated economic recovery look like?

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0

100

200

300

400

500

600

700

800

31-Jan 29-Feb 31-Mar 30-Apr 31-May 30-Jun 31-Jul 31-Aug 30-Sep 31-Oct 30-Nov 31-Dec

Thou

sand

s

TWSS: Revenue

2. 12-week lockdown 3. Recovery1. Normal

Page 19: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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0

100

200

300

400

500

600

700

800

31-Jan 29-Feb 31-Mar 30-Apr 31-May 30-Jun 31-Jul 31-Aug 30-Sep 31-Oct 30-Nov 31-Dec

Thou

sand

s

PUP- Simulated TWSS- Simulated

2. 12-week lockdown 3. Recovery1. Normal

Page 20: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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0

100

200

300

400

500

600

700

800

31-Jan 29-Feb 31-Mar 30-Apr 31-May 30-Jun 31-Jul 31-Aug 30-Sep 31-Oct 30-Nov 31-Dec

Thou

sand

s

PUP- Simulated TWSS- Simulated

2. 12-week lockdown 3. Recovery1. Normal

Notes: Dashed line are bounds on the extent of employment losses

Page 21: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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0

100

200

300

400

500

600

700

800

31-Jan 29-Feb 31-Mar 30-Apr 31-May 30-Jun 31-Jul 31-Aug 30-Sep 31-Oct 30-Nov 31-Dec

Thou

sand

s

PUP: DEASP TWSS: Revenue PUP- Simulated TWSS- Simulated

2. 12-week lockdown 3. Recovery1. Normal

Notes: Dashed line are bounds on the extent of employment losses. Shapes are administrative figures of recipients of TWSS and PUP on a fortnightly basis.

Page 22: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Income Poverty Estimates

Notes: The “No Pandemic Baseline” poverty line is the poverty threshold in all scenarios. Authors’ analysis using EUROMOD over 100 iterations of each scenario. Shapes are averages, capped tails are minimum/maximum simulated poverty rates.

Page 23: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Income losses for newly poor households

Scenario A (No Recovery)

Scenario B(Recovery)

Not Poor(%)

Poor(%)

Not Poor(%)

Poor(%)

No PandemicBaseline

Not Poor -8.5 -67.6 -4.4 -50.3

Poor 19.1 -1.6 15.3 0.1

Notes: The table tabulates average disposable income changes of households based on their poverty status in the No Pandemic Baseline and Scenarios A and B respectively. Average income change over 100 iterations shown.

Page 24: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Scenario A (No Recovery)

Scenario B(Recovery)

Not Poor(%)

Poor(%)

Not Poor(%)

Poor(%)

No PandemicBaseline

Not Poor -8.5 -67.6 -4.4 -50.3

Poor 19.1 -1.6 15.3 0.1

Notes: The table tabulates average disposable income changes of households based on their poverty status in the No Pandemic Baseline and Scenarios A and B respectively. Average income change over 100 iterations shown.

Income losses for newly poor households

Households falling into poverty lose >50% of household income

Page 25: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Scenario A (No Recovery)

Scenario B(Recovery)

Not Poor(%)

Poor(%)

Not Poor(%)

Poor(%)

No PandemicBaseline

Not Poor -8.5 -67.6 -4.4 -50.3

Poor 19.1 -1.6 15.3 0.1

Notes: The table tabulates average disposable income changes of households based on their poverty status in the No Pandemic Baseline and Scenarios A and B respectively. Average income change over 100 iterations shown.

Income losses for always poor households

Page 26: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Scenario A (No Recovery)

Scenario B(Recovery)

Not Poor(%)

Poor(%)

Not Poor(%)

Poor(%)

No PandemicBaseline

Not Poor -8.5 -67.6 -4.4 -50.3

Poor 19.1 -1.6 15.3 0.1

Notes: The table tabulates average disposable income changes of households based on their poverty status in the No Pandemic Baseline and Scenarios A and B respectively. Average income change over 100 iterations shown.

Income losses for always poor households

Households poor in the baseline incur small average income changes

Page 27: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Scenario A (No Recovery)

Scenario B(Recovery)

Not Poor(%)

Poor(%)

Not Poor(%)

Poor(%)

No PandemicBaseline

Not Poor -8.5 -67.6 -4.4 -50.3

Poor 19.1 -1.6 15.3 0.1

Notes: The table tabulates average disposable income changes of households based on their poverty status in the No Pandemic Baseline and Scenarios A and B respectively. Average income change over 100 iterations shown.

Some households rise out of poverty

Page 28: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Scenario A (No Recovery)

Scenario B(Recovery)

Not Poor(%)

Poor(%)

Not Poor(%)

Poor(%)

No PandemicBaseline

Not Poor -8.5 -67.6 -4.4 -50.3

Poor 19.1 -1.6 15.3 0.1

Notes: The table tabulates average disposable income changes of households based on their poverty status in the No Pandemic Baseline and Scenarios A and B respectively. Average income change over 100 iterations shown.

A very small portion of households rise out of poverty- due to income gains from PUP. Less than 1% of children gain from this occurrence.

Some households rise out of poverty

Page 29: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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• Child income poverty estimates rise by an average of:• One-quarter in No Recovery Scenario, to 21.1%• One-eleventh in Recovery Scenario, to 18%

• Even with emergency measures like PUP and TWSS in place for the entire year, an economic recovery will be important to mitigate a rise in child income poverty

• Increasing the child allowance for social welfare payments would help combat this rise

Conclusions

Page 30: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Thank you.

Questions/Comments?

Page 31: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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AROP rates using the 2004 poverty line

0

5

10

15

20

25

30

35

40

2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

%

Less than 18 Aged 18 to 64 Aged 65+ Unemployment rate

Again, child AROP rates are usually higher than adult an elderly rates

Notes: Authors’ analysis using SILC Research Microdata file. Year refers to the SILC survey year. 2004 poverty line is indexed in line with inflation.

Page 32: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Basic deprivation rates

0

5

10

15

20

25

30

35

40

2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

%

Less than 18 Aged 18 to 64 Aged 65+ Unemployment rate

Deprivation is highest among children and lowest among the elderly

Notes: Authors’ analysis using SILC Research Microdata file. Year refers to the SILC survey year.

Page 33: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Scenario A (No Recovery)

Scenario B(Recovery)

Not Poor (%)

Poor(%)

Not Poor(%)

Poor(%)

No PandemicBaseline

Not Poor 78.5 4.9 81.5 1.9

[77.2, 80.2] [3.2, 6.3] [80.5, 82.3] [1.1, 3.0]

Poor 0.4 16.2 0.6 16

[0.1, 1.1] [15.5, 16.5] [0.2, 1.2] [15.4, 16.4]

Child poverty transition matrix

Page 34: Child Poverty in Ireland and the Pandemic Recession...@ESRIDublin #ESRIevents #ESRIpublications Child Poverty in Ireland and the Pandemic Recession DATE 7 th July 2020 AUTHORS Mark

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Child deprivation rates by household type

0

10

20

30

40

50

60

70

1 adult with children 2 adult, 1-3 children Other households withchildren

%

2008 2013 2018

One-adult households have consistently higher deprivation rates

Notes: Authors’ analysis using SILC Research Microdata file. Year refers to the SILC survey year.