Drivers of Female Labour Force Participation in the OECD
Open accessAbstract
This paper analyses the response of female labour force participation to the evolution of labour markets and policies supporting the reconciliation of work and family life. Using country-level data from the early 1980s for 18 OECD countries, we estimate the influence of labour market and institutional characteristics on female labour force participation, and full-time and part-time employment participation. The relationship (interactions, complementarity) between different policy measures is also analyzed, as well as potential variations in the influence of policies across different Welfare regimes. The results first highlight how the increase in female educational attainment, the expansion of the service sector the increase in parttime employment opportunities have boosted women’s participation in the labour force. By contrast, there is no such clear relationship between female employment rates and the growing share of public employment. Employment rates react to changes in tax rates, in leave policies, but the rising provision of childcare formal services to working parents with children not yet three years old is a main policy driver of female labour force participation. Different policy instruments interact with each other to improve overall effectiveness. In particular, the coverage of childcare services is found to have a greater effect on women’s participation in the labour market in countries with relatively high degrees of employment protection. The effect of childcare services on female full-time employment is particularly strong in Anglophone and Nordic countries. In all, the findings suggest that the effect of childcare services on female employment is stronger in the presence of other measures supporting working mothers (as, for instance paid parental leave) while the presence of such supports seems to reduce the effectiveness of financial incentives to work for second earners. The effect of cash benefits for families and the duration of paid leave on female labour force participation also vary across welfare regimes.
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Claims the paper makes
2 of 24 cited sources checked · 2 supported · 0 flagged
- Premisecitation
On average, the provision of paid leave produces a slight increase in the proportion of women engaged in paid work.
“The available evidence suggests that, on average, the provision of paid leave produces a slight increase in the proportion of women engaged in paid work ( Del Boca et al., 2007;Jaumotte, 2003;Ruhm, 1998;and, Thévenon and Solaz, 2013).”
Quote in the paperSubstantial claim1 of 3 sources checked - Findingown data
The coverage of childcare services has a greater effect on women's participation in the labour market in countries with relatively high degrees of employment protection.
“In particular, the coverage of childcare services is found to have a greater effect on women's participation in the labour market in countries with relatively high degrees of employment protection.”
Quote in the paperSubstantial claim - Findingown data
Different policy instruments interact with each other to improve overall effectiveness.
“Different policy instruments interact with each other to improve overall effectiveness.”
Quote in the paperSubstantial claim - Findingnone given
The effect of childcare services on female full-time employment is particularly strong in Anglophone and Nordic countries.
“The effect of childcare services on female full-time employment is particularly strong in Anglophone and Nordic countries.”
Quote in the paperSubstantial claim - Findingown data
Female employment rates react to changes in tax rates.
“Employment rates react to changes in tax rates, in leave policies, but the rising provision of childcare formal services to working parents with children not yet three years old is a main policy driver of female labour force participation.”
Quote in the paperSubstantial claim
- Findingown data
The rising provision of childcare formal services to working parents with children not yet three years old is a main policy driver of female labour force participation.
“Employment rates react to changes in tax rates, in leave policies, but the rising provision of childcare formal services to working parents with children not yet three years old is a main policy driver of female labour force participation.”
Quote in the paperSubstantial claim - Findingown data
There is no clear relationship between female employment rates and the growing share of public employment.
“By contrast, there is no such clear relationship between female employment rates and the growing share of public employment.”
Quote in the paperSubstantial claim - Findingown data
The increase in female educational attainment boosted women's participation in the labour force.
“The results first highlight how the increase in female educational attainment, the expansion of the service sector the increase in parttime employment opportunities have boosted women's participation in the labour force.”
Quote in the paperSubstantial claim - Findingown data
The expansion of the service sector boosted women's participation in the labour force.
“The results first highlight how the increase in female educational attainment, the expansion of the service sector the increase in parttime employment opportunities have boosted women's participation in the labour force.”
Quote in the paperSubstantial claim - Findingown data
Female employment rates react to changes in leave policies.
“Employment rates react to changes in tax rates, in leave policies, but the rising provision of childcare formal services to working parents with children not yet three years old is a main policy driver of female labour force participation.”
Quote in the paperSubstantial claim - Findingnone given
The effect of childcare services on female employment is stronger in the presence of other measures supporting working mothers, such as paid parental leave.
“In all, the findings suggest that the effect of childcare services on female employment is stronger in the presence of other measures supporting working mothers (as, for instance paid parental leave) while the presence of such supports seems to reduce the effectiveness of financial incentives to work for second earners.”
Quote in the paperSubstantial claim - Findingown data
The increase in part-time employment opportunities boosted women's participation in the labour force.
“The results first highlight how the increase in female educational attainment, the expansion of the service sector the increase in parttime employment opportunities have boosted women's participation in the labour force.”
Quote in the paperSubstantial claim - Findingnone given
The provision of paid leave makes it more likely that women work full-time rather than part-time.
“The provision of paid leave makes it more likely that women work full-time rather than part-time.”
Quote in the paperSubstantial claim - Findingown data
There is some indication of positive interaction between the coverage of childcare services for children under three and (paid) leave duration.
“Yet, there is some indication of positive interaction between the coverage of childcare services for children under three and two other variables -(paid) leave duration and the strictness of employment protection.”
Quote in the paperNot a substantial claim - Findingown data
The results do not change significantly when including control variables for birth rates or variations in GDP per capita.
“The results do not change significantly when also including control variables with respect to birth rates or variations in GDP per capita.”
Quote in the paperNot a substantial claim - Findingreasoning
The effect of childcare services seems to diminish when spending on leave is higher.
“By contrast, the effect of services seems to diminish when spending on leave is higher, which may reflect a greater use of leave entitlements by women with very young children.”
Quote in the paperNot a substantial claim - Findingreasoning
Spending on childcare exerts a negative influence on part-time work.
“By contrast, spending on childcare is observed to exert a negative influence on part-time work, which suggests that women move from part-time to full-time work if, other things being equal, longer and/or better care is provided.”
Quote in the paperSubstantial claim - Findingown data
Some coefficients that were not significant in the baseline model are now found to have a significant influence on female labour force participation.
“First, some of the coefficients that were not significant in the baseline model are now found to have a significant influence on female labour force participation.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
- Findingown data
Expansion of the service sector is positively correlated with full-time employment.
“While the expansion of the service sector appears to be positively correlated with full-time employment (Table 3, Panel A), its effect on part-time employment is less clear (Table 3, Panel B).”
Quote in the paperNot a substantial claim - Findingcitation
Direct effects with significant coefficients are often slightly stronger than in the baseline model.
“Direct effects with significant coefficients are also often slightly stronger than in the baseline model, which is not surprising because it assumes the effect of the other variables to be equal to zero (Braumoeller, 2004).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Braumoeller, 2004 source
- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
- Findingreasoning
Nordic countries (Denmark, Finland, Iceland, Norway, and Sweden) provide comprehensive support to working parents with very young children under three years of age.
“Nordic countries (Denmark, Finland, Iceland, Norway, and Sweden) provide comprehensive support to working parents with very young children (under three years of age).”
Quote in the paperNot a substantial claim - Findingown data
An increase in the duration of leave is likely to reduce total female labour force participation, other things being equal.
“Table 2 indicates that, other things being equal, an increase in the duration of leave is likely to reduce total female labour force participation, while expenditure per childbirth on leave and birth grants appears to have no significant effect.”
Quote in the paperSubstantial claim - Findingown data
In general, families with a single earner have higher net transfers to governments than those with two equal earners.
“In general, families with a single earner have higher net transfers to governments than those with two equal earners, with for example, the difference in net transfers being highest in Ireland and Mexico where, at this level of earnings net transfers paid by dual-earner families are relatively low.”
Quote in the paperNot a substantial claim - Findingown data
Longer durations of paid parental leave have a negative effect on the incidence of part-time work.
“By contrast, receipt of income support during parental leave and longer durations of paid parental leave both have a negative effect on the incidence of part-time work.”
Quote in the paperSubstantial claim - Findingown data
Table 4 provides little evidence that policies complement each other in the form of interactions among pairs of institutions.
“Table 4 provides little evidence that policies complement each other -at least in the form of interactions among pairs of institutions.”
Quote in the paperSubstantial claim - Findingown data
There is some indication of positive interaction between the coverage of childcare services for children under three and the strictness of employment protection.
“Yet, there is some indication of positive interaction between the coverage of childcare services for children under three and two other variables -(paid) leave duration and the strictness of employment protection.”
Quote in the paperNot a substantial claim - Findingown data
Expenditure per childbirth on leave and birth grants appears to have no significant effect on total female labour force participation.
“Table 2 indicates that, other things being equal, an increase in the duration of leave is likely to reduce total female labour force participation, while expenditure per childbirth on leave and birth grants appears to have no significant effect.”
Quote in the paperSubstantial claim - Findingown data
There are few interactions among policy components that are robust across different estimation procedures.
“What's more, there are few interactions among policy components that are robust across the different estimation procedures.”
Quote in the paperSubstantial claim - Findingown data
The increased share of women in public employment does not significantly change female labour market participation when the degree of employment protection and other institutional features are held constant.
“Despite the positive correlation shown in the two first columns of Table 2, the increased share of women in public employment does not significantly change female labour market participation when the degree of employment protection and other institutional features are held to be constant (Columns 3 to 8).”
Quote in the paperSubstantial claim - Findingnone given
There is an unambiguous positive correlation between the provision of childcare services for the under-3s and part-time female participation in the labour market.
“There is an unambiguous positive correlation between the provision of childcare services for the under-3s and full-time and part-time female participation in the labour market.”
Quote in the paperNot a substantial claim - Findingnone given
Full-time employment rates are positively associated with spending on income support during leave.
“Full-time employment rates do not appear to be sensitive to the duration of leave but they are positively associated with spending on income support during leave.”
Quote in the paperSubstantial claim - Findingown data
Educational attainment, measured by the average number of years spent in education, is an important driver of female participation in the labour force.
“Educational attainment -as measured by the average number of years spent in education -also appears to be an important driver of female participation in the labour force (Table 2).”
Quote in the paperSubstantial claim - Findingown data
The effect of service sector expansion on part-time employment is less clear.
“While the expansion of the service sector appears to be positively correlated with full-time employment (Table 3, Panel A), its effect on part-time employment is less clear (Table 3, Panel B).”
Quote in the paperNot a substantial claim - Findingcitation
Among prime-age women (aged 25-54) in OECD countries, female labour force participation rates climbed from an average of 54% in 1980 to 71% in 2010.
“among prime-age women (aged 25-54), participation rates climbed steadily from an average of 54% in 1980 to 71% in 2010.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites OECD Statistics on Employment
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
There is a negative correlation between participation in part-time work and stronger employment protection.
“Columns 4 and 5 in Panel B of Table 3 clearly show a negative correlation between participation in part-time work and stronger employment protection.”
Quote in the paperNot a substantial claim - Findingnone given
The effect of cash benefits for families on female labour force participation varies across welfare regimes.
“The effect of cash benefits for families and the duration of paid leave on female labour force participation also vary across welfare regimes.”
Quote in the paperSubstantial claim - Findingnone given
The effect of the duration of paid leave on female labour force participation varies across welfare regimes.
“The effect of cash benefits for families and the duration of paid leave on female labour force participation also vary across welfare regimes.”
Quote in the paperSubstantial claim - Findingreasoning
Full-time employment is sensitive to the amount spent per child on childcare services.
“Full-time employment is also sensitive to the amount spent per child on childcare services.”
Quote in the paperSubstantial claim - Findingnone given
The presence of supports for working mothers seems to reduce the effectiveness of financial incentives to work for second earners.
“In all, the findings suggest that the effect of childcare services on female employment is stronger in the presence of other measures supporting working mothers (as, for instance paid parental leave) while the presence of such supports seems to reduce the effectiveness of financial incentives to work for second earners.”
Quote in the paperSubstantial claim - Findingown data
Receipt of income support during parental leave has a negative effect on the incidence of part-time work.
“By contrast, receipt of income support during parental leave and longer durations of paid parental leave both have a negative effect on the incidence of part-time work.”
Quote in the paperSubstantial claim - Findingown data
The effect of childcare services is slightly larger when employment protection legislation is more stringent.
“The effect of childcare services is also found to be slightly larger when employment protection legislation is more stringent.”
Quote in the paperNot a substantial claim - Findingnone given
The shift of employment to the tertiary (service) sector has considerably increased women's job opportunities.
“The shift of employment to the tertiary (service) sector has considerably increased women's job opportunities.”
Quote in the paperNot a substantial claim - Findingown data
In regressions controlling for policy but not labour-market variables, female labour force participation and spending on leave and childcare services evolve together.
“The regressions that control for policy but not for labour-market variables show that female labour force participation and spending on leave and childcare services evolve together.”
Quote in the paperSubstantial claim - Findingnone given
Full-time employment rates do not appear to be sensitive to the duration of leave.
“Full-time employment rates do not appear to be sensitive to the duration of leave but they are positively associated with spending on income support during leave.”
Quote in the paperSubstantial claim - Findingown data
Public employment and part-time work are negatively associated.
“Public employment and part-time work are negatively associated (Table 3, Panel B).”
Quote in the paperSubstantial claim - Findingnone given
There is no evidence that general child allowances paid out beyond the period of leave upon childbirth reduce significantly female labour supply through an income effect.
“In any case, there is no evidence that general child allowances paid out beyond the period of leave upon childbirth reduce significantly female labour supply through an income effect.”
Quote in the paperNot a substantial claim - Findingown data
By and large, English-speaking countries (Ireland and the United Kingdom in Europe together with Australia, Canada, New Zealand, and the United States) provide much less in-time and in-kind support to working parents with very young children.
“By and large English-speaking countries (Ireland and the United Kingdom in Europe together with Australia, Canada, New Zealand, and the United States) provide much less in-time and in-kind support to working parents with very young children.”
Quote in the paperNot a substantial claim - Findingown data
The coefficient for the effect of the duration of paid leave in the equation for female labour force participation changes sign and turns positive when all other variables are hypothetically set at zero.
“More striking, however, is the change in the sign of the coefficient for the effect of the duration of paid leave in the equation for female labour force participation: it now turns positive when all other variables are hypothetically set at zero.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
- Findingreasoning
The effect of education on part-time participation rates is positive.
“The effect on part-time participation rates is, however, positive (Table 3, Columns 2, 4 and 5)”
Quote in the paperSubstantial claim - Findingown data
The analysis provided evidence of variations in the influence of policy characteristics on female labour force participation in different types of welfare state.
“Finally, the analysis provided evidence of variations in the influence of policy characteristics on female labour force participation in different types of welfare state.”
Quote in the paperSubstantial claim - Findingnone given
Leave duration has a strong negative impact on female labour force participation in English-speaking countries.
“Leave duration also has a strong negative impact on female labour force participation and fulltime employment in English-speaking countries”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingnone given
Leave duration has a strong negative impact on female full-time employment in English-speaking countries.
“Leave duration also has a strong negative impact on female labour force participation and fulltime employment in English-speaking countries”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingnone given
There is no clear relationship between female employment rates and expanding employment in the public sector.
“By contrast, there is no such clear relationship between female employment rates and expanding employment in the public sector.”
Quote in the paperSubstantial claim - Findingreasoning
The effect of service coverage is weaker in continental and southern European countries.
“The effect of service coverage is weaker in continental and southern European countries”
Quote in the paperSubstantial claim - Findingreasoning
Female employment appears particularly responsive to financial incentives to work in English-speaking countries.
“Female employment appears also to be particularly responsive to financial incentives to work in English-speaking countries”
Quote in the paperSubstantial claim - Findingreasoning
An increase in the duration of paid leave and in the spending on cash benefit appeared to slightly raise female labour force participation over the past decades in Continental and Southern European countries.
“By contrast, an increase in the duration of paid leave and in the spending on cash benefit appeared to slightly raise female labour force participation over the past decades in Continental and Southern European countries.”
Quote in the paperSubstantial claim - Findingown data
Regression results show remarkable differences in the effects different policies generate in different groups of Welfare States on female labour force participation and on full-time employment in particular.
“Regression results show remarkable differences in the effects different policies generate in different groups of Welfare States on female labour force participation and on full-time employment in particular.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingown data
Public expenditure on leave and birth grants has a strong positive effect on the participation of women in full-time employment in Continental European countries.
“public expenditure on leave and birth grants is found to have a strong positive effect on the participation of women in full-time employment in the countries of”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingreasoning
There is a very negative association between per-child expenditure on childcare and female labour market behaviour in Continental countries.
“For instance, there is a very negative association in Continental countries”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingnone given
The growing enrolment of children in childcare has enhanced female employment on a full-time and part-time basis.
“The growing enrolment of children in childcare has enhanced female employment on a full-time and part-time basis.”
Quote in the paperSubstantial claim - Findingown data
The effect of government spending on childcare services is unambiguously positive in all employment equations, including part-time employment equations where the baseline model estimated it as insignificant.
“The effect of government spending on childcare services is now also unambiguously positive in all employment equations, which includes part-time employment equations where the baseline model had estimated it as insignificant.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
- Findingown data
Public expenditure on leave and birth grants has a negative effect on female full-time employment in English-speaking and Nordic economies.
“but it has a negative effect in”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingnone given
In Nordic countries, the provision of childcare services for the under 3s is compatible with mother's full-time employment.
“In Nordic countries the provision of childcare services for the under 3s is compatible with mother's full-time employment.”
Quote in the paperNot a substantial claim - Findingreasoning
The prolongation of paid leave and the associated increase in government spending tend to reduce the proportion of women working full-time in English-speaking countries.
“The prolongation of paid leave and the associated increase in government spending tend to reduce the proportion of women working full-time in English-speaking countries.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingnone given
Leave duration has a negative impact on female labour force participation and full-time employment to a much lesser extent in Nordic countries.
“and to a much lesser extent in Nordic countries where a prolongation of paid leave somewhat increases the likelihood of women working part-time rather than fulltime.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingnone given
In Nordic countries, a prolongation of paid leave somewhat increases the likelihood of women working part-time rather than full-time.
“and to a much lesser extent in Nordic countries where a prolongation of paid leave somewhat increases the likelihood of women working part-time rather than fulltime.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingreasoning
Expenditure on cash benefits in English-speaking countries is found to have a negative effect on full-time female employment.
“This helps to explain why expenditure on cash benefits in these countries is found to have a negative effect on full-time female employment.”
Quote in the paperSubstantial claim- Rests on an assumption: Until recently many Anglophone countries included (and Ireland still does) categorical income support for sole parents until their dependent children were in their teens.
- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingown data
Family cash benefits have a positive influence on part-time work especially in Nordic countries.
“Family cash benefits also have a positive influence on female labour force participation and on part-time work especially in Nordic countries”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingown data
Family cash benefits have a positive influence on female labour force participation especially in Nordic countries.
“Family cash benefits also have a positive influence on female labour force participation and on part-time work especially in Nordic countries”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingnone given
Extending the duration of paid maternal and/or parental leave particularly lowers the likelihood of working part-time instead of no work.
“Extending the duration of paid maternal and/or parental leave particularly lowers the likelihood of working part-time instead of no work.”
Quote in the paperSubstantial claim - Findingown data
There is a positive association between spending in childcare services and female labour force participation in Southern countries.
“By contrast, there seems to be a positive association between spending in childcare services and female labour force participation in Southern countries”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingreasoning
There is a negative association between the enrolment of children under age 3 and part-time employment in the Nordic countries.
“There is also a negative association between the enrolment of children under age 3 and part-time employment in the Nordic countries”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingown data
The effect of childcare services coverage for the under-3s interacts positively with the sum of the direct effects of other policy characteristics.
“The effect of childcare services coverage for the under-3s can, in particular, be seen to interact positively with the sum of the direct effects of other policy characteristics, which suggests that its influence increases in a context which is more favourable to women's employment.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
- Findingown data
Women are more likely to work part-time when two-earner households are taxed less than one-earner households with a similar income level.
“And, women are more likely to work part-time when two-earner households are taxed less than oneearner households with a similar income level.”
Quote in the paperSubstantial claim - Findingnone given
The effect of enrolment rates in childcare services on female full-time employment is particularly strong in both English-speaking and Nordic groups.
“Yet, the effect of enrolment rates in childcare services on female full-time employment is particularly strong in both”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingnone given
Public sector employment has been found to lower participation rates in part-time work.
“Indeed, the latter has been found to actually lower participation rates in part-time work”
Quote in the paperNot a substantial claim - Findingown data
The effects of other key variables on female labour force participation are highly dependent on the overall institutional context.
“The bottom half of Table 5 shows that the effects of other key variables on female labour force participation are also highly dependent on the overall institutional context.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
- Findingown data
The provision of childcare services increases women's participation in the labour market to a greater extent in countries with comparatively long paid leave and/or a high degree of employment protection.
“In particular, the provision of childcare services is found to increase women's participation in the labour market to a greater extent in countries with comparatively long paid leave and/or a high degree of employment protection.”
Quote in the paperSubstantial claim - Findingnone given
Women's full-time participation in the labour force appears to be more negatively affected than in other countries by unfavourable tax treatment of second earners in couple families in English-speaking countries.
“Women's full-time participation in the labour force also appears to be more negatively affected than in other countries by unfavourable tax treatment of second earners in couple families.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingnone given
Greater strictness of employment protection legislation seems to have slowed down the growth of part-time work.
“Greater strictness of employment protection legislation also seems to have slowed down the growth of part-time work.”
Quote in the paperNot a substantial claim - Findingown data
Increasing public spending for paid maternal and/or parental leave tends to raise the incidence of full-time employment relative to part-time work.
“Increasing public spending for paid maternal and/or parental leave tends to raise the incidence of full-time employment relative to part-time work.”
Quote in the paperSubstantial claim - Findingreasoning
When considered separately from coverage rates, the effect of per-child expenditure on childcare on female labour market behaviour varies considerably across country-groupings.
“When considered separately from coverage rates, the effect of per-child expenditure on childcare on female labour market behaviour varies considerably across country-groupings.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingnone given
Greater coverage of childcare facilities among children under age 3 helps to raise female labour force participation at full and part-time.
“Greater coverage of childcare facilities among children under age 3 helps to raise female labour force participation at full and part-time.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingreasoning
Increased tax rates on second earners seem to have a positive effect on female employment rates.
“Surprisingly, increased tax rates on second earners seem to have a positive effect on female employment rates.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingreasoning
Higher public spending on childcare does not necessarily lead to more part-time employment.
“However, higher public spending on childcare does not necessarily lead to more part-time employment”
Quote in the paperSubstantial claim - Findingnone given
Levels of spending on family benefits per child have no direct bearing on rates of female employment.
“By contrast, levels of spending on family benefits per child have no direct bearing on rates of female employment.”
Quote in the paperSubstantial claim - Findingown data
Higher tax rates on the second earner in a family reduce female labour force participation.
“Higher tax rates on the second earner in a family reduce female labour force participation.”
Quote in the paperSubstantial claim - Findingreasoning
An increased duration of paid leave has a weak but positive effect on female employment in Continental and especially Southern countries.
“By contrast, the effect of an increased duration of paid leave on female employment is weak but positive in Continental and especially Southern countries”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Findingreasoning
The effect of the interaction on female labour force participation turns from negative in Column 1 to positive in Columns 2 and 3, which control for labour market characteristics.
“the effect of this interaction on Female labour force participation turns from negative in Column 1 to positive in Columns 2 and 3 which control for labour market characteristics”
Quote in the paperSubstantial claim - Findingown data
The panel data set is highly unbalanced, so that 'mean group' estimation produces high standard errors due to the lack of long time series data for some countries.
“First, our panel data set is highly unbalanced -i.e.'mean group' estimation produces high standard errors due to the lack of long time series data for some countries (see Appendix, TableA3).”
Quote in the paperSubstantial claim - Findingown data
Taking the mean value of coefficients is associated with large standard errors.
“taking the mean value of coefficients is associated with large standard errors, and should not be used to test for the homogeneity of the effect of labour market characteristics and policies.”
Quote in the paperSubstantial claim - Interpretationreasoning
The combined changes in policy will have a greater effect on female employment than the sum of the marginal effects of isolated changes in policy characteristics.
“In this case, the combined changes in policy will have a greater effect on female employment than the sum of the marginal effects of isolated changes in policy characteristics.”
Quote in the paperSubstantial claim - Interpretationreasoning
Women move from part-time to full-time work if, other things being equal, longer and/or better care is provided.
“By contrast, spending on childcare is observed to exert a negative influence on part-time work, which suggests that women move from part-time to full-time work if, other things being equal, longer and/or better care is provided.”
Quote in the paperSubstantial claim - Interpretationreasoning
The sensitivity of female labour force participation to public spending is determined by certain labour market properties.
“However, the sensitivity of female labour force participation to public spending is clearly determined by certain labour market properties.”
Quote in the paperSubstantial claim - Premisereasoning
Cash transfers and tax-related support that families with children receive may increase household income in such a way that they weaken women's financial incentives to work, and thus their labour market participation.
“Cash transfers and tax-related support that families with children receive may increase household income in such a way that they weaken women's financial incentives to work, and thus their labour market participation.”
Quote in the paperSubstantial claim- Rests on an assumption: Women are often the second earner in households, earning less than their partner.
- Interpretationreasoning
Public employment, unemployment, and the degree of employment protection are closely but negatively correlated.
“The public employment coefficient's loss of significance -once controls for both unemployment and the degree of employment protection have been incorporated into the model specification (Panel A, Table 3) -suggests that the three variables are closely but negatively correlated.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The provision of formal childcare services is a particularly important incentive for mothers with young children to resume work in countries where longer periods of leave are available, when there is a high likelihood of no gap between paid leave entitlement and access to affordable childcare of good quality.
“Not surprisingly, it suggests that the provision of formal childcare services is a particularly important incentive for mothers with young children to resume work in countries where longer periods of leave are available; in other words, when there is a high likelihood that there is no gap between the end of the paid leave entitlement and access to affordable childcare of good quality.”
Quote in the paperSubstantial claim - Interpretationreasoning
Policy instruments interact with the set of institutions as a whole more than with any of them taken separately.
“Most important, though, is that the above approach may be too narrowly focused on specific policy interactions while, as already ascertained, it is very likely that policy instruments interact with the set of institutions as a whole more than with any of them taken separately.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The more female employment-friendly the overall institutional framework, the greater the effect of a given change is likely to be.
“In other words, the more (less) female employmentfriendly the overall institutional framework, the greater (smaller) the effect of a given change is likely to be.”
Quote in the paperSubstantial claim - Interpretationown data
The effect of employment protection is dependent on other institutional variables.
“The effect of employment protection, however, is dependent on other institutional variables, as suggested by its coefficient's loss of significance once other policy indicators are factored in (Columns 7 and 8).”
Quote in the paperSubstantial claim - Interpretationown data
The low coverage of childcare services in the Czech Republic, Hungary, Poland, and the Slovak Republic is related to the long periods of paid employment-protected leave.
“The low coverage of childcare services in these countries is related to the long periods of paid employment-protected leave (Figure 4).”
Quote in the paperNot a substantial claim - Interpretationreasoning
Part-time work appears to be more likely when there are constraints in the provision of affordable childcare services of good quality.
“Part-time work appears to be more likely when there are constraints in the provision of affordable childcare services of good quality.”
Quote in the paperSubstantial claim - Premisecitation
The provision of childcare services for children under three years of age plays a prominent role in helping women balance work commitments and family responsibilities.
“The provision of childcare services for children under three years of age plays a prominent role in helping women to balance work commitments and family responsibilities (De Henau et al., 2010;Del Boca et al., 2007;and, Jaumotte, 2003).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
More stringent employment protection legislation seems to increase the effect of family policy measures.
“More stringent employment protection legislation seems to increase the effect of family policy measures.”
Quote in the paperSubstantial claim - Interpretationreasoning
The efficiency of work-life balance policies is affected by the institutional setting in which they play out.
“This suggests that the efficiency of work-life balance policies is affected by the institutional setting in which they play out.”
Quote in the paperSubstantial claim - Interpretationreasoning
The development since the early 1980s of childcare services for children under age 3 has been an important driver of full-time rather than part-time female employment.
“Thus, the development since the early 1980s of childcare services for children under age 3 has been an important driver of fulltime rather than part-time female employment.”
Quote in the paperSubstantial claim - Interpretationreasoning
The more employment-friendly the overall setting is, the more the influence of leave duration wanes.
“The negative sign of this interaction suggests -in particular and not surprisingly -that the more employment-friendly the overall setting is, the more the influence of leave duration wanes.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
- Interpretationown data
Female labour force participation can react differently to different policy measures depending on the institutional environment in which they play out.
“Nevertheless, the exploratory analysis suggests that female labour force participation can react differently to different policy measures depending on the institutional environment in which they play out.”
Quote in the paperSubstantial claim - Interpretationown data
The influence of leave duration is closely tied to the overall institutional setting.
“However, the significant interactions with the sum of direct effects indicate that the influence of leave duration is closely tied to the overall institutional setting.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
- Interpretationown data
In Southern countries, spending in childcare services adds to the positive effect that an increase in service coverage has directly on female labour force participation.
“where it adds to the positive effect that an increase in service coverage has directly.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Interpretationreasoning
The influence of childcare services coverage for the under-3s increases in a context more favourable to women's employment.
“The effect of childcare services coverage for the under-3s can, in particular, be seen to interact positively with the sum of the direct effects of other policy characteristics, which suggests that its influence increases in a context which is more favourable to women's employment.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
- Study design and conductreasoning
Childcare enrolment rates are instrumented by their lagged values and the model's exogenous variables to address risk of bias.
“To address this issue, childcare enrolment rates are instrumented by their lagged values (and by the model's exogenous variables).”
Quote in the paperSubstantial claim- Rests on an assumption: The decision regarding the use of formal childcare is to some extent simultaneous with the choice between work and inactivity.
- Interpretationreasoning
The influence of taxation weakens the more employment-friendly the policy setting is.
“However, the negative interaction with the overall institutional context suggests that the influence of taxation weakens the more employment-friendly the policy setting is.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
- Study design and conductreasoning
Because the decision regarding the use of formal childcare is to some extent simultaneous with the choice between work and inactivity, the use of childcare enrolment rates as a regressor introduces a risk of bias in the estimated coefficients.
“Because the decision regarding the use of formal childcare is to some extent simultaneous with the choice between work and inactivity, the use of childcare enrolment rates as a regressor introduces a risk of bias in the estimated coefficients.”
Quote in the paperSubstantial claim- Rests on an assumption: The decision regarding the use of formal childcare is to some extent simultaneous with the choice between work and inactivity.
- Interpretationown data
Policies to encourage two-earner families and help working parents cope with their family commitments are important factors in boosting female labour force participation.
“Policies to encourage two-earner families and help working parents cope with their family commitments are identified as important factors in boosting female labour force participation.”
Quote in the paperSubstantial claim - Premisecitation
The effects of policy variables on female labour force participation vary across countries and welfare states, because welfare states assign different roles to men and women and to public policies in providing welfare to families.
“specific measures are likely to have different effects in different countries/welfare states.For instance, the effect of policies will vary across Welfare States which assign different roles to men and women and to public policies in providing welfare to families (Esping-Andersen, 1999 andThévenon, 2006).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Esping-Andersen, 1999 source
- cites Thévenon, 2006
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
The provision of childcare services facilitates the transition from part-time to full-time employment in Nordic countries.
“which suggests that the provision of such childcare services facilitates the transition from part-time to full-time employment.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Interpretationown data
In Continental countries, money invested in childcare does not actually seem to increase female employment, but merely generates a substitution from informal to formal childcare.
“where the money invested does not actually seem to increase female employment, but merely generate a substitution from informal to formal childcare.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Interpretationown data
Employment protection legislation and other measures towards a better reconciliation of work and family life complement each other in their positive effect on female employment and labour force participation.
“By contrast, the positive effect of the interaction between employment protection legislation and other measures towards a better reconciliation of work and family life work-life complement each other in their positive effect on female employment and labour force participation.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
- Interpretationreasoning
Especially high-qualified women are likely to take advantage of the continuity in employment that extended leave provides, as the dualized non-flexible labour markets make re-entry into work without employment-protected leave more difficult than elsewhere.
“Especially high-qualified women are also likely to take advantage of the continuity in employment that extended leave provides, as the dualized non-flexible labour markets make re-entyry into work without employment-protected leave more difficult than elsewhere.”
Quote in the paperNot a substantial claim- Rests on an assumption: In Continental and Southern European countries, there are considerable formal childcare constraints and flexible labour market opportunities are more limited than in Anglophone countries.
- Interpretationreasoning
In the absence of access to affordable formal childcare services, upon the expiry of parental leave, mothers will adjust their working hours in view of the cost of childcare and their earnings profile.
“In the absence of acces to affordable formal childcare servies, then upon the expiry of parental leave, mothers will adjust their working hours in view of the cost of (available informal and formal childcare) and their earnings profile.”
Quote in the paperSubstantial claim - Interpretationreasoning
Leave entitlements offer a valuable protection of employment for mothers who often care on a full-time basis for children during their early years in Continental and Southern countries.
“where leave entitlements seem to offer a valuable protection of employment for mothers who often care on a full-time basis for children during their early years.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
- Premisecitation
The deviation of a variable from its country-specific means can be considered a valid instrument when correlation with time-invariant factors is the main source of endogeneity.
“The deviation of a variable from its country-specific means can be considered as a valid instrument when correlation with time-invariant factors is the main source of endogeneity(Hausman and Taylor, 1981).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hausman and Taylor, 1981 source
- Premisecitation
The deviation of a variable from its country-specific means is uncorrelated with any time-invariant unobservable variable.
“As noted byBassanini and Duval (2009), this deviation is in fact uncorrelated with any time-invariant unobservable variable.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bassanini and Duval (2009) source
- Study design and conductreasoning
Country dummies do not control for the correlation between included and omitted interactions, as the latter are not likely to be time-invariant.
“Unfortunately, however, such dummies do not control for the correlation between included and omitted interactions, as the latter are not likely to be time-invariant.”
Quote in the paperSubstantial claim - Study design and conductreasoning
Insofar as omitted variables are approximately time-invariant, country dummies (fixed effects) would be expected to control for them in linear specifications such as the baseline used here.
“Insofar as such omitted variables are approximately time-invariant, country dummies (fixed effects) would be expected to control for them in linear specifications such as the baseline used here.”
Quote in the paperSubstantial claim - Interpretationreasoning
The change in sign of the interaction effect across specifications suggests a close correlation between employment protection legislation and other labour market characteristics.
“which suggests a close correlation between employment protection legislation and other labour market characteristics.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The risk of the fertility variable being endogenous to the female employment rate is reduced when using the crude birth rate rather than the total fertility rate.
“Hence the risk of the fertility variable to be endogenous to the female employment rate is reduced when using the crude birth rate rather than the total fertility rate.”
Quote in the paperSubstantial claim - Premisecitation
Error terms would capture unobserved common factors, resulting in a testable cross-sectional dependence of residuals.
“The errors terms would capture such effects, resulting in a testable cross-sectional dependence of residuals(Pesaran, 2004).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Pesaran, 2004
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- May combine two claims. 29
- The quote only partly states this claim. 5
- Classified as probably not a substantial claim. 21
May combine two claims.
PremisecitationWomen's labour supply is highly responsive to variations in tax rates, especially when they can easily substitute their market activities with home production.
“Their labour supply is highly responsive to variations in tax rates, especially when they can easily substitute their market activities with home production (Garibaldi and Wasmer, 2004).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Garibaldi and Wasmer, 2004 source
- Rests on an assumption: Women are often the second earner in households, earning less than their partner.
The quote only partly states this claim.
FindingreasoningThere is an unambiguous positive correlation between the provision of childcare services for the under-3s and full-time female participation in the labour market.
“There is an unambiguous positive correlation between the provision of childcare services for the under-3s and full-time and part-time female participation in the labour market.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataThe rising incidence of part-time work had a positive effect on female labour force participation in the OECD, 1980-2007, for women aged 25-54.
“The first three rows of Table 2 show that the growth of employment in the services sector and the rising incidence of part-time work had a positive effect on female labour force participation.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataGrowth of employment in the services sector had a positive effect on female labour force participation in the OECD, 1980-2007, for women aged 25-54.
“The first three rows of Table 2 show that the growth of employment in the services sector and the rising incidence of part-time work had a positive effect on female labour force participation.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCountries in Southern Europe are characterised by limited supports for working families and low public spending on family cash benefits, childcare services, and thus low childcare participation.
“Countries in Southern Europe are characterised by limited supports for working families and low public spending on family cash benefits, childcares services and thus low childcare participation (Table A1).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataCross-national differences in female labour force participation remain wide, with female employment rates persistently high in Denmark and Iceland around 80% and persistently low in Turkey around 30%.
“Cross-national differences are still wide, however (Figure 1), with female employment rates being persistently high in Denmark and Iceland around 80% and persistently low in Turkey at around 30%.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenPublic spending on family cash benefits is sometimes found to have a significant effect on female employment participation, but this finding is not robust across model specifications.
“Public spending on family cash benefits is sometimes found to have a significant effect on female employment participation, but this finding is not robust across model specifications.”
Quote in the paperNot a substantial claimThe quote only partly states this claim.
FindingreasoningEach additional year in education lowers the chances of working full-time.
“However, in the model that separates the effects of full-time and part-time work, each additional year in education appears to lower the chances of working full-time.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenContinental countries form a more heterogeneous group that occupies an intermediate position between the Anglophone and Nordic countries.
“Continental countries form a more heterogeneous group that occupies an intermediate position between the Anglophone and Nordic countries.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenThe growth of employment in the services and the rising incidence of part-time work have had a positive effect on female participation in the labour force.
“The growth of employment in the services and the rising incidence of part-time work have had a positive effect on female participation in the labour force.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataPolicies to foster greater enrolment in formal childcare have a small but significant effect on full-time and part-time labour force participation, and these effects are much more robust than the effects of paid leave or other family benefits.
“The analysis suggests that policies to foster greater enrolment in formal childcare have a small but significant effect on full-time and part-time labour force participation -and these effects are much more robust than the effects of paid leave or other family benefits.”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningThe association between per-child spending in family cash benefits and female labour force participation is strongly positive in Continental European countries and weaker or statistically non-significant in other Welfare State environments.
“Also, the association between the per child spending in family cash benefits and labour force participation and full-time employment is strongly positive in”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
May combine two claims.
Findingnone givenBoth in-cash and in-kind support have been found to play a significant role in boosting female labour force participation.
“Both in-cash and in-kind support have been found to play a significant role.”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningIn English-speaking countries, increases in the duration of paid leave and/or the relative tax rates faced by second earners in couple families appear to reduce female employment rates.
“where increases in the duration of paid leave, and/or the relative tax rates faced by second earners in couple families appear to reduce female employment rates.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataHigher tax rates on second earners discourage women's participation in the labour market, and that effect is tempered in a work-life balance friendly institutional environment.
“Conversely, higher tax rates on second earners discourage women's participation in the labour market, and that effect is tempered in a work-life balance friendly institutional environment.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataTaxing second earners has a negative effect on female labour force participation and full-time employment.
“Conversely, taxing second earners has a negative effect on female labour force participation and full-time employment.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
May combine two claims.
FindingreasoningThe association between per-child spending in family cash benefits and female full-time employment is strongly positive in Continental European countries and weaker or statistically non-significant in other Welfare State environments.
“Also, the association between the per child spending in family cash benefits and labour force participation and full-time employment is strongly positive in”
Quote in the paperSubstantial claim- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
May combine two claims.
Findingown dataAdding cross-section averages as regressors in a pooled OLS model does not give credible results because the panel data set is too unbalanced and generates coefficient estimates with very large standard errors.
“Adding these variables as regressors in a pooled OLS model does not give credible results as our panel data set is too unbalanced and generates coefficient estimates with very large standard errors (see Appendix, TableA3).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataNot only the magnitude but also the sign of the influence of policy measures varies across Welfare States.
“Second, the last section of this paper provides evidence that not only the magnitude but also the sign of the influence of policy measures varies across Welfare States”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningIn Nordic countries, additional weeks of paid leave appear to weaken labour force attachment and seem to raise the propensity to work part-time rather than full-time.
“In such a context, additional weeks of paid leave appear to weaken labour force attachment and seem to raise the propensity to work part-time rather than full-time.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.
Interpretationnone givenSmall sample sizes might prevent the emergence of significant interaction terms.
“Small sample sizes might prevent the emergence of significant terms.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningFemale labour market participation has expanded through two separate channels: an increase in part-time work in some countries and growth of public employment in others.
“This appears to suggest that female labour market participation has expanded through two separate channels: an increase in part-time work in some countries and growth of public employment in others.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe sensitivity of full-time employment to childcare spending might reflect that greater or higher-quality provision of care increases average expenditure per child, making it easier to work full-time.
“This outcome might reflect the fact that a greater or higher-quality provision of care increases average expenditure per child, so making it easier to work full-time.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationInstitutional interplay may create complementarities between policies, suggesting that the marginal efficiency of a particular kind of support from one institution is likely to depend on the presence or degree of development of others.
“Institutional interplay may thus create complementarities between policies, which suggest that the marginal efficiency of a particular kind of support from one institution is likely to depend on the presence or degree of development of others (Aoki, 1994;Bassanini and Duval, 2006;and, Hall and Soskice, 2001).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe diminishing effect of childcare services when spending on leave is higher may reflect greater use of leave entitlements by women with very young children.
“By contrast, the effect of services seems to diminish when spending on leave is higher, which may reflect a greater use of leave entitlements by women with very young children.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataTrends in female labour force participation within economies are influenced by the structure of the labour market, the institutional setting that supports work-life balance, and the improvement in women's average level of educational attainment.
“Overall, this analysis has shown that trends in female labour force participation within economies are influenced by: • the structure of the labour market • the institutional setting that supports work-life balance • the improvement in women's average level of educational attainment.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningHigher public spending on childcare may facilitate moves into full-time work or improve the quality of childcare without affecting hours worked per week.
“as it may facilitate moves into full-time work or improve the quality of childcare without affecting hours worked per week.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningIn-cash benefits are especially important to cover the fixed cost of mothers' labour force participation at full-time in Continental countries where formal childcare services are relatively scarce (except in France).
“It might be the case that in-cash benefits are especially important to cover the fixed cost of mothers' labour force participation at full-time in Continental countries where formal childcare services are relatively scarce (except in France).”
Quote in the paperNot a substantial claim- Rests on an assumption: Formal childcare services are relatively scarce in Continental countries (except France).
- The authors state this as an assumption: The marginal effect of policy variables is conditional on countries' Welfare State context.
Classified as probably not a substantial claim.
InterpretationreasoningThis finding makes sense in countries where labour markets are flexible in terms of moving in and out of the labour force as well as adjustment of working hours to better fit family needs and constraints, such as high childcare costs.
“This finding makes sense in countries where labour markets are flexible in terms of moving in and out of the labour force as well as adjustment of working hours to better fit family needs and constraints, such as high childcare costs.”
Quote in the paperSubstantial claim- Rests on an assumption: Labour markets in English-speaking countries are flexible in terms of moving in and out of the labour force and adjusting working hours to fit family needs.
May combine two claims.
InterpretationreasoningIn Continental and Southern European countries, an increase in the duration of paid leave will attract more women to stay in work until childbirth, and the reward of qualifying for paid leave is strongest for low-income workers, with relatively high replacement rates.
“In this context, an increase in the duration of paid leave will attract more women to stay in work until childbirth, and the reward of qualifying for paid leave is strongest for low-income workers, with relatively high replacement rates.”
Quote in the paperSubstantial claim- Rests on an assumption: In Continental and Southern European countries, there are considerable formal childcare constraints and flexible labour market opportunities are more limited than in Anglophone countries.
May combine two claims.
InterpretationreasoningEconomies have used public employment and part-time work as two separate channels to boost female labour force participation.
“which seems to suggest that economies have used public employment and part-time work as two separate channels to boost female labour force participation.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningIn continental and southern European countries, the expansion of childcare services seems to have merely changed informal into formal provision and made it somewhat more likely for women to work part-time.
“where the expansion childcare services seems to have merely changed informal into formal provision and have made it somewhat more likely for women to work part-time work.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe results are preliminary, since the data constraints do affect robustness tests.
“The results are preliminary, since the data constraints do affect robustness tests.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningTwo other model specifications separately address full-time and part-time participation as dependent variables.
“For this reason, two other model specifications separately address full-time and part-time participation as dependent variables.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenVariables are defined in natural logarithms, except the indicator on tax incentives to work part time, which is expressed as percentage increases.
“It should also be noted that variables are defined in natural logarithms.The only exception the indicator on tax incentives to work part time, which is expressed as percentage increases.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenThe model is estimated by two-stage least squares with heteroskedasticity-consistent errors.
“The model is estimated by two-stage least squares with heteroskedasticity-consistent errors.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe provision of childcare services for the under-3s is essential to raise full-time employment among women in all countries, but its effect varies.
“The provision of childcare services for the under-3s is essential to raise full-time employment among women in all countries, but its effect varies.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningTax incentives to work part-time are included in the equation for part-time participation.
“Tax incentives to work part-time are then included in the equation for part-time participation.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductnone givenUnemployment and birth rates are instrumented by their lagged values.
“Other potentially endogenous variables -also instrumented by their lagged values -are unemployment and birth rates.”
Quote in the paperSubstantial claim- Rests on an assumption: Unemployment and birth rates are potentially endogenous.
May combine two claims.
InterpretationreasoningIncreases in leave duration merely postpone working hours decisions for a few weeks/months and may reduce female employment rates, as increased leave durations may make employers hesitant to hire many women of childbearing age.
“In these circumstances, increases in leave duration merely postpone working hours decision for a few weeks/months and may reduce female employment rates, as increased leave durations may make employers hesitant to hire many women of childbearing age.”
Quote in the paperSubstantial claim- Rests on an assumption: Increased leave durations may make employers hesitant to hire many women of childbearing age.
Classified as probably not a substantial claim.
Study design and conductreasoningThe proportion of women among all part-time workers is instrumented by its lagged values and the model's exogenous variables to limit potential bias due to endogeneity of part-time work.
“This proportion is also instrumented by its lagged values (and by the exogenous variables of the model) in order to limit the potential bias due to endogeneity of part-time work.”
Quote in the paperSubstantial claim- Rests on an assumption: Part-time work is often the result of labour supply decisions, although it can be shaped by demand-side constraints.
May combine two claims.
Study design and conductreasoningThe full model includes the incidence of part-time work as an explanatory variable, but its inclusion can introduce a bias into estimates.
“The full model includes the incidence of part-time work as an explanatory variable, but its inclusion can introduce a bias into estimates.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductnone givenAll estimated models include country-fixed effects to focus on within-country over-time variations.
“All the estimated models include country-fixed effects to focus on the variations over time and within a given country of the relationship between female labour force participation and its determinants.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenOther countries also support sole parent families in need, but through general social assistance type payments.
“Other countries also support sole parent families in need, but through general social assistance type payments.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningAvailable information on public spending on early childhood education and care in the United States may underestimate the true level of local government spending on relevant policies.
“Available information on public spending on early childhood education and care in the United States may also underestimate the true level amount of local government spending on relevant policies.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningEstimating a model specification with four couples of multiplicative institutions within a set of five institutions would involve incorporating 26 interaction terms, causing a substantial loss of degrees of freedom.
“estimating a model specification with four couples of multiplicative institutions ( I k , I h ), ( I k , I m ), ( I k , I n ), and ( Ik , I p) would, in fact, involve incorporating a total of 26 interactions terms in the equation -the total number of combinations of two or more variables within a set of five institutions, thereby causing a substantial loss of degrees of freedom.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationProduction regimes coincide with differences in organisations that provide social protection and welfare support to workers and their families.
“It also coincides with differences in organisations that provide social protection and welfare support to workers and their families(Esping-Andersen, 1999;Estevez-Abe et al., 2001;and, Soskice, 2005).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenData on cash transfers for Australia, Ireland, New Zealand and the United Kingdom include spending on categorical income support benefits for sole parent families.
“Data on cash transfers for Australia, Ireland, New Zealand and the United Kingdom include spending on categorical income support benefits for sole parent families.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenIn Canada, information on spending by local governments responsible for childcare and pre-school education is not reported to the Federal government.
“In Canada, information on spending by local governments (that are responsible for childcare and pre-school education) is not reported to Federal government.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationOne approach to account for common factors with heterogeneous factor loadings is to use cross-section averages of the dependent and independent variables as additional regressors.
“One approach to account for common factors with heterogeneous factor loadings is to use cross-section averages of the dependent and independent variables as additional regressors(Pesaran, 2006).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Pesaran, 2006 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationIn the 'Varieties of Capitalism' approach, production regimes are characterised by various processes of skill production and wage determination, as well as by varying degrees of employment protection legislation.
“In the”
Quote in the paperNot a substantial claim0 of 3 sources checked
The paper relies on this without support.
Women are often the second earner in households, earning less than their partner.
“Women are often the”
The authors state this as an assumption.
The efficiency of each policy instrument is dependent on the sum of effects that all institutions may have together on labour market decisions.
“One way to test this assumes that the efficiency of each instrument would be dependent on the sum of effects that all institutions may have together on labour market decisions.”
The authors state this as an assumption.
The efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions.
“One way to test for systemic interaction is to assume that the efficiency of each policy instrument is linked in a non-linear manner with the sum of the direct effects of all institutions, as expressed by the following equation:”
The paper relies on this without support.
Part-time work is often the result of labour supply decisions, although it can be shaped by demand-side constraints.
“That is because part-time work is often the result of labour supply decisions, although it can be shaped by demand-side constraints.”
The paper relies on this without support.
The decision regarding the use of formal childcare is to some extent simultaneous with the choice between work and inactivity.
“Because the decision regarding the use of formal childcare is to some extent simultaneous with the choice between work and inactivity, the use of childcare enrolment rates as a regressor introduces a risk of bias in the estimated coefficients.”
The paper relies on this without support.
Unemployment and birth rates are potentially endogenous.
“Other potentially endogenous variables -also instrumented by their lagged values -are unemployment and birth rates.”
The paper relies on this without support.
Formal childcare services are relatively scarce in Continental countries (except France).
“where formal childcare services are relatively scarce (except in France).”
The paper relies on this without support.
Labour markets in English-speaking countries are flexible in terms of moving in and out of the labour force and adjusting working hours to fit family needs.
“where labour markets are flexible in terms of moving in and out of the labour force as well as adjustment of working hours to better fit family needs and constraints, such as high childcare costs.”
The paper relies on this without support.
Increased leave durations may make employers hesitant to hire many women of childbearing age.
“as increased leave durations may make employers hesitant to hire many women of childbearing age.”
The paper relies on this without support.
In Continental and Southern European countries, there are considerable formal childcare constraints and flexible labour market opportunities are more limited than in Anglophone countries.
“In these countries, there are considerable formal childcare constraints while flexible labour market opportuinities are more limited than in Anglophone countries”
The paper relies on this without support.
Until recently many Anglophone countries included (and Ireland still does) categorical income support for sole parents until their dependent children were in their teens.
“Until recently many Anglophone countries included (and Ireland still does) categorical income support for sole parents until their dependent children were in their teens.”
The authors state this as an assumption.
The marginal effect of policy variables is conditional on countries' Welfare State context.
“where the marginal effect ( ) of policy variables is now assumed to be conditional on countries' Welfare State context”
The authors state this as an assumption.
The effect of labour market characteristics and policies is homogeneous across countries.
“This fixed-effect approach assumes that the effect of labour market characteristics and policies is homogeneous across countries (a hypothesis which will be further discussed below).”
The authors state this as an assumption.
Common shocks (recessions, context of production changes) affect all countries in the same way.
“yearly time dummies control for common shocks (recessions, context of production changes) which are assumed to affect all countries in the same way”
The authors state this as an assumption.
There are no unobserved common 'factors' whose effect may differ across countries.
“it also implicitly assumes that there are no unobserved common 'factors' whose effect may differ across countries.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Part-time observation count implies a different average
MinorThe 472 observations across 18 countries imply about 26.2 years per country, not the 22.2 printed for the part-time employment rate.
Reported 22.2 · recomputed 26.222222
“Part-time 1 female employment rate (women aged 25-54) Overall 27.7 10.8 7.5 60.5 N = 472 Between 10.5 11.5 54.8 n= 18 Within 3.4 17.2 38.3 =22.2”
Continental leave-spending summary exceeds its stated maximum
MinorTable A1 gives an overall maximum of 1,352 for this group, yet its mean is 4,164 and its highest between-country mean is 9,272. Neither mean can exceed the maximum observation.
“Spending on leave and birth grants (per childbirth, US$ PPP) Overall 4164 3556 0 1352 N = 132”
“Between 3358 174 9272 n= 5”
Tax-interaction interpretation reverses the reported sign
MinorThe text calls the second-earner tax interaction negative, but all three reported labour-force-participation interaction coefficients in Table 5 are positive and marked significant.
“However, the negative interaction with the overall institutional context suggests that the influence of taxation weakens the more employment-friendly the policy setting is.”
“Tax rate of a second earner 0.349*** (0.106) 0.395*** (0.078) 0.401*** (0.072)”
Full-time observation count implies a different average
MinorTable 1 reports 472 observations across 18 countries, or about 26.2 years per country, but gives 22.2 for the full-time employment rate.
Reported 22.2 · recomputed 26.222222
“Full-time female employment rate (women aged 25-54) Overall 72.2 10.8 39.4 92.4 N = 472 Between 10.5 45.1 88.4 n= 18 Within 3.4 61.6 82.7 =22.2”
A Table 5 significance mark conflicts with its standard error
MinorThe part-time coefficient 0.027 is marked significant at 5%, although its reported standard error is 0.049. Their ratio is about 0.55, far below a 5% significance threshold.
“Service coverage for children under 3 0.168*** (0.057) 0.111*** (0.030) 0.062** (0.028) 0.130** (0.066) 0.102* (0.056) 0.112*** (0.036) 0.027** (0.049) 0.044 (0.044) ..”
“Standard errors in brackets.*,**, *** statistically significant at the 10%, 5% and 1% levels, respectively”
English-speaking childcare coverage count conflicts with its average
MinorThe appendix names six English-speaking countries. Its stated 168 observations would therefore average 28 per country, not 13.5; the same row also prints an inconsistent country count of 18.
Reported 13.5 · recomputed 28
“Service coverage for children under age 3 Overall 16.1 9.4 2 35.1 N = 168 Between 7.7 7.9 30.8 n= 18 Within 6.7 3.2 35.2 =13.5”
Overall childcare-spending maximum is below a subgroup maximum
MinorTable 1 gives 5,392.4 as the overall maximum for childcare spending per child, while the Nordic subgroup in Table A1 reaches 19,405 for the same variable.
“Spending on childcare services (per child under age 3, US$ PPP) Overall 3314.9 3892.1 0 5392.4N = 504”
“Spending on childcare services (per child under age 3, US$ PPP) Overall 7746 4341 0 19405 N = 112”
Average observation count for women among part-timers is wrong
MinorFor this variable, 469 observations over 18 countries give about 26.1 years per country, rather than 22.7.
Reported 22.7 · recomputed 26.055556
“Proportion of women among part-time workers 3 Overall 76.4 7.2 59.8 91.9 N = 469 Between 6.7 66.9 87.0 n= 18 Within 3.0 66.9 86.8 = 22.7”
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- Authors
- Thévenon, O.
- Affiliations
- Organisation de Coopération et de Développement Economiques (FR)
- Corresponding author
- Olivier Thévenon
- Venue
- OECD Social, Employment and Migration Working Papers
- Published
- 2013-05-23
- ISSN
- 1815-199X (ISSN-L)
- OpenAlex
- W1852261349
- Cited by
- 177
- References
- 59
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 10 · 2023: 19 · 2022: 43 · 2021: 11 · 2020: 8 · 2019: 13 · 2018: 12 · 2017: 19 · 2016: 14 · 2015: 12 · 2014: 9
- Type
- report
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- OECD social employment and migration working papers (publishedVersion)
- Funders
- European Commission
- Topics
- Social Sciences › Gender Studies › Gender, Labor, and Family Dynamics
- Social Sciences › Sociology and Political Science › Work-Family Balance Challenges
- Social Sciences › Safety Research › Employment, Labor, and Gender Studies
- Keywords
- female labour force participation, work-family balance, childcare services, paid parental leave, part-time work, welfare regimes, employment protection, tax rates, women's educational attainment, service sector growth, public sector employees, working mothers
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