No exit women in poverty
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No Exit: Women in Poverty. Lori Curtis and Kate Rybczynski Department of Economics University of Waterloo October 24, 2012 Acknowledge SSHrC for funding. Motivation. Women face higher risk of long term poverty.(Finnie & Sweetman 2003; Lochhead & Scott 2000; Burstein 2005)

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No Exit: Women in Poverty

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No exit women in poverty

No Exit: Women in Poverty

Lori Curtis and Kate Rybczynski

Department of Economics

University of Waterloo

October 24, 2012

Acknowledge SSHrC for funding.


Motivation

Motivation

  • Women face higher risk of long term poverty.(Finnie & Sweetman 2003; Lochhead & Scott 2000; Burstein 2005)

    • Women comprise ~61% of the long term poor

  • Few studies on determinants of poverty duration and exits in Canada. (Finnie & Sweetman 2004; Finnie 2000; Antolin, Dang & Oxley 1999; Burstein 2005; Lochead & Scott 2000)

    • Negative Duration Dependence

    • Family Composition

    • Employment Status

    • Age

    • Education (Welfare studies & US poverty studies)


Data methodology

Data & Methodology

  • Canadian Survey of Labour and Income Dynamics (SLID) 1994-2006 (Panels 1-4)

    • target population is all individuals in Canada excluding persons living on Indian reserves, institutionalized individuals and some northern communities (less than 3% of the population).

    • The sampling frame is the Labour Force Survey.

    • Interviewed yearly between January and March regarding labour market experiences, income, education, family relationships and other demographics

      • Data were accessed in the Southwestern Regional Data Centre at the University of Waterloo which is part of the Canadian Data Research Data Network. Although the data were accessed through Statistics Canada, the opinions sited within do not reflect Statistics Canada’s policies or opinions.


Data methodology1

Data & Methodology

  • Poverty spell: continuous period household income falls below the after-tax LICO.

  • Exclude spells where individual under 25, over 60 or a student

    • under 25 or students may be poor given their current income but long-term outlook is very different than others living in poverty

    • over 60 due to retirement issues and the possible receipt of government provisions (OAS and/or GIS).

  • Those with missing information also excluded.

  • Sample of 2953 poverty spells for 2764 women


Duration of poverty spell

Duration of Poverty Spell

  • Duration is end date less start date in years

    • Start dates unknown if spell starts before first year of panel.

    • End dates unknown if spell continues after last year of panel.

  • Flagged as left-censored and right-censored, respectively (Finnie and Sweetman, 2003)

  • Right-censored spells retained

  • Left-censored spells are omitted from the sample

    • No characteristics of the individual on entering poverty


Methodology

Methodology

  • Descriptive

  • Proportional hazard, discrete

  • Models with and without gamma distrib. heterogeneity

    • Prentice-Gloeckler 1978; Jenkins 2008

  • Analysis by Exit type (competing risks)

  • Report exponentiated coefficients = relative risks for all models


Methodology1

Methodology

  • Construct our competing risks analysis by generating a categorical variable equal to

    • 0 if the individual does not exit in time t,

    • 1 if they exit to less than 1.1 times the LICO,

    • 2 if they exit to an inclusive range of 1.1 and 2 times the LICO,

    • 3 if they exit to more than twice the LICO. Allison (1982)

  • Specification 1 control variables measured prior to entering poverty

  • Specification 2 adds some control variables measuring changes within the poverty spell (e.g., become married, now have children, begin full-time work, etc)


Distribution of ratio of family income to lico on exiting poverty spell

Distribution of Ratio of Family Income to LICO on Exiting Poverty Spell


Descriptive stats show

Descriptive Stats show

1/3 of poverty spells do not end in the study period

average duration of  poverty spells is almost 2 yrs.

1/5th of  the sample has multiple poverty spells.

close to 20% exit to <110% of the LICO,

60 percent exit to ‘near poverty’ (1.1 to 2*LICO)

only 20%  exit to higher-income levels (>2* LICO).

¼ exits < 2*LICO by women with multiple spells.


Duration analyses determinants of exiting poverty

Duration analyses ‘determinants’ of exiting poverty.

  • Factors (year prior to poverty spell) that increase likelihood of exit

    • Labour attachment year prior to poverty spell

    • having higher education

  • Decrease likelihood of exit

    • participating in social assistance

    • being an immigrant

    • having younger children

    • being unattached (compared to couples with no children)

    • years in poverty increase (negative duration dependence)


Adding characteristics that change within a spell

Adding Characteristics that change within a spell

  • results in substantively similar estimates

  • All change variables decrease likelihood of exit as possibly decrease income

    • leaving a marriage

    • having children enter or leave the household

    • becoming disabled are associated

  • Multiple spells increase likelihood (have to get out to get back in)


Competing risks framework compared to not exiting

Competing Risks Framework (compared to not exiting)

SA prior to entering poverty less likely to exit to 1.1*LICO

Full year employment and having a high school diploma (compared to < HS) are associated with moving out of poverty to income that is between 1.1 and 2*LICO.

Higher levels of education, employment and age are positively associated with exiting to >2*LICO

being an immigrant, unattached, on social assistance, or having young and more children are negatively associated with leaving poverty to>2*LICO


Possible policy conclusions

Possible Policy Conclusions

Our data seem to indicate that a not so small portion of women who enter poverty are ‘trapped’ there.

increasing education and employment opportunities for the poor.

temporary or longer-term guaranteed living income for those with disabilities, larger families and long-term social assistance recipients who are not able to find employment or women with multiple spells


Possible policy conclusions1

Possible Policy Conclusions

the competing risks framework demonstrates that exiting poverty is not the same experience for all women.

Studies examining poverty and poverty duration should differentiate between those who exit to near the poverty line or to far above the poverty line – clearly, these are very different experiences for women and their families and are strong indicators as to whether or not a women (and her family) will return to poverty.


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