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Table 3 Complementary log-log model to estimate the return probability – initial model. (Source: NEPS 1.0.0 2011, SIAB weakly anonymous version 7510 & Microcensus, own calculations)

From: The duration of family-related employment interruptions – the role of occupational characteristicsDie Bedeutung des Berufs für die Dauer von Erwerbsunterbrechungen nach der Geburt des ersten Kindes

Covariate

Initial model

 

AME

Time interval

0–1 month

−0.060***

(0.005)

2–6 months

−0.098***

(0.006)

7–12 months

−0.084***

(0.005)

13–24 months

−0.088***

(0.005)

25–36 months

−0.070***

(0.005)

More than 36 months

−0.084***

(0.006)

Control variables

Employment experience in years

−0.001+

(0.001)

Employment experience in years, squared

0.000+

(0.000)

Education

(reference with vocational training)

Without vocational training

0.001

(0.003)

University/university of applied sciences degree

0.012***

(0.003)

Migration background

0.001

(0.003)

Married

−0.009***

(0.002)

Pregnant with second child

−0.003

(0.003)

Management position in pre-leave job

0.000

(0.002)

Pre-leave job in public service

0.002

(0.002)

Part-time work (<20 h a week) in pre-leave job

0.003

(0.004)

Parental benefit regulation: Births from 2007 onwards

−0.012*

(0.005)

Childcare rate (in %)

0.001***

(0.000)

N observations

26,186

N persons

1073

N events

560

AIC

5199.8

BIC

5346.9

  1. Average marginal effects, robust standard errors in parentheses
  2. + p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001.