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. 2020 Dec 11;42(3):489–507. doi: 10.1007/s10834-020-09742-4

Table 3.

Employment equation for Italian women and men: average marginal effects, 2007–2010; 2011–2014

Women
2007–2010
Men
2007–2010
Women
2011–2014
Men
2011–2014
AME S.E AME S.E AME S.E AME S.E
Dependent variable: employment probability
Age dummies: reference–[55, 64]
 [25, 34] .278 .015*** .229 .011*** .078 .018*** .152 .016***
 [35, 44] .305 .012*** .262 .009*** .199 .015*** .222 .016***
 [45, 54] .270 .012*** .251 .008*** .203 .014*** .222 .011***
Education: reference-primary
 Secondary education .187 .009*** .046 .008*** .178 .011*** .081 .010***
 Tertiary education .286 .012*** .082 .010*** .289 .014*** .126 .014***
 Married − .111 .011*** .052 .009*** − .068 .012*** .096 .012***
Caring activities: children, household members with a disability, family size
 Presence of children [0, 6] − .089 .013*** .028 .013* − .020 .011*** .063 .018***
 Presence of elderly persons without disability − .082 .017*** − .051 .013 − .123 .021*** − .050 .020*
 Person with disability in the household − .027 .013* − .054 .009*** − .052 .013*** − .060 .012***
 Person with strong disability in the n the in in the household − .052 .018*** − .045 .012*** .009 .021 − .100 .017***
 Family size − .045 .010*** − .000 .006 − .032 .005*** .009 .004*
 Regional unemployment rate − .023 .001*** − .004 .001*** − .018 .001*** − .010 .001***
Yearly dummies
 2008–2012 .022 .013* .009 .011 .024 .015* .004 .013
 2009–2013 − .046 .013*** − .080 .010*** .052 .015*** .019 .014
 2010–2014 − .024 .013* − .074 .010*** .073 .016*** .034 .014
 Observations 9373 9000 7688 6893
 Log likelihood − 9074.97 − 6418.76 − 7970.72 − 6011.14

AMEs statistically different from one period to the other are shown in bold

Note Average marginal effects, standard errors and significance levels: p < 0.10, *p < 0.05, **p < 0.01, ***p < 0.001

Source Authors’ calculations on 20072010 and 20112014 EU-SILC data