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Table 4 Oaxaca decomposition of the score gap between 2000 and 2009 for first-generation immigrants including controls for school characteristics

From: Better migrants, better PISA results: Findings from a natural experiment

(A)

Regression OLS 2009

Regression OLS 2000

 

Coefficient

Std. errore

Coefficient

Std. error

Female

30.93

2.04a

9.93

6.45

Age

−24.15

1.57a

−10.73

5.13b

SEI

1.06

0.08a

0.64

0.27b

Parents ‘education: tertiaryc

2.62

2.96

20.20

15.20

Parents’ education: compulsory

2.32

3.43

−31.19

8.59a

Family structured: single

−8.62

3.36b

−7.92

11.12

Family Structure: mixed

−31.15

10.88a

10.43

15.42

Siblings (yes)

−9.31

3.05a

−46.93

11.97a

Less than 100 books at home

−34.60

2.91a

−34.26

9.58a

Foreign language at home

10.03

2.72a

−0.05

9.20

Age at immigration

−0.65

0.23b

−3.24

0.88a

Latin Switzerland

−2.24

2.59

−9.43

8.64

Country of originf: Germany, France, Austria, Belgium

44.26

3.96a

10.63

20.44

Country of origin: Italy, Spain, Portugal

−2.89

3.39

−2.87

12.19

Country of origin: Albania, Kosovo, Ex Yugoslavia

−12.68

3.03a

−25.07

11.31a

Country of origin: Turkey

12.60

7.00+

−30.05

14.79b

Public

−64.49

11.87a

−27.55

27.17

School size

0.04

0.003a

0.02

0.01+

Proportion of foreign language speakers 20–40%

−28.41

2.35a

−35.88

7.96a

Proportion of foreign language speakers >40%

−61.17

4.58a

−88.80

9.51a

Community sizeg: village

−2.58

4.76

−42.16

14.78a

Community size: small town

−7.43

3.07*

−13.32

9.77

Community size: town

−9.83

3.19a

11.30

10.17

Constant

881.51

29.21a

744.72

85.94a

R2

0.41

 

0.38

 

N

1095

 

649

 

(B) Decomposition

    

Total gap

40

100%

  

Explained

30

75%

  

Unexplained

10

25%

  
  1. asignificant at 1% level
  2. bsignificant at 5% level, +significant at 10% level
  3. cReference: Both parents have secondary level education
  4. dReference: Nuclear
  5. eAll standard errors account for errors’ correlations at the school level
  6. fReference: Other
  7. gReference: City