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Table 6 Results of main estimation and sensitivity analysis—ATET.

From: Early child care and the employment potential of mothers: evidence from semi-parametric difference-in-differences estimation

 

Employment

Agreed hours

Preferred hours

Mismatch (hours)

Full time

Part time

Panel A: Baseline

 

0.057**

5.089**

5.303**

0.213

0.063

0.126**

 

(0.028)

(2.382)

(2.580)

(0.790)

(0.048)

(0.063)

N

11,640

3505

3505

3505

3505

3505

Relative effect size (compared to pre-reform mean)

0.164

0.200

0.197

0.146

0.182

0.268

Panel B: Common trend

Placebo reform

− 0.007

− 0.687

0.127

0.814

− 0.031

0.008

 

(0.032)

(2.417)

(2.006)

(0.605)

(0.048)

(0.067)

N

11,307

3638

3638

3638

3638

3638

Panel C: Sample composition

Median division

0.069***

3.823**

4.130**

0.307

0.027

0.119**

 

(0.023)

(1.929)

(2.006)

(0.403)

(0.037)

(0.050)

N

16,203

5113

5113

5113

5113

5113

\(post=2014\)

0.057**

3.263

3.360

0.097

0.037

0.090

 

(0.025)

(2.179)

(2.247)

(0.380)

(0.044)

(0.055)

N

15,919

5142

5142

5142

5142

5142

Panel D: Sample composition

West Germany

0.066*

5.316*

6.562**

1.246

0.025

0.184**

 

(0.038)

(3.027)

(3.268)

(0.865)

(0.058)

(0.080)

N

10,618

3196

3196

3196

3196

3196

Without under 1-year-olds

0.110***

6.621***

6.087**

− 0.534

0.097*

0.142**

 

(0.039)

(2.460)

(2.564)

(0.647)

(0.051)

(0.068)

N

7695

3001

3001

3001

3001

3001

Without childminders

0.052*

4.503*

4.687*

0.184

0.058

0.111*

 

(0.029)

(2.491)

(2.700)

(0.767)

(0.051)

(0.065)

N

11,438

3441

3441

3441

3441

3441

Without families having moved

0.066**

5.401**

6.186**

0.785

0.054

0.163**

 

(0.030)

(2.521)

(2.743)

(0.791)

(0.053)

(0.068)

N

10,330

3177

3177

3177

3177

3177

  1. The effects represent estimations of the estimand in Eq. (1). Standard errors (in columns) are bootstrapped with 1000 replications considering clusters on the district level. The sample includes 18–45 years old mothers of up to 3-year-olds. Agreed and preferred hours are measured on the weekly basis. The control variables for estimating the propensity score are listed in Table 4
  2. *\(p<0.1\), **\(p<0.05\), ***\(p<0.01\)