Skip to main content

Table 3 First stage - the migration decision (Logit)

From: Migration and educational aspirations – Another channel of brain gain?

 

(1)

(2)

(3)

(4)

(5)

(6)

 

All

West

East

All

West

East

GDPpc Growth 2004 weighted by migrant network

0.22**

0.58***

−0.15

0.31***

0.58***

−0.06

(0.11)

(0.15)

(0.14)

(0.11)

(0.13)

(0.14)

Military Personnel

   

0.31**

−0.05

0.48**

    

(0.15)

(0.25)

(0.19)

Migrant Stock in Italy 2004

−0.00

0.01

−0.01**

−0.00

0.01

−0.01**

 

(0.00)

(0.00)

(0.00)

(0.00)

(0.00)

(0.01)

Migrant Stock in Russia 2004

−0.01

−0.04***

0.02*

−0.02**

−0.05***

0.01

 

(0.01)

(0.01)

(0.01)

(0.01)

(0.01)

(0.01)

Migrant Stock in Ukraine 2004

0.00

0.00

0.01

−0.00

−0.00

0.01

 

(0.01)

(0.02)

(0.02)

(0.01)

(0.02)

(0.02)

Migrant Stock in Romania 2004

−0.05***

−0.05**

−0.01

−0.06***

−0.06***

−0.02

 

(0.02)

(0.02)

(0.02)

(0.02)

(0.02)

(0.03)

Age of Child in years

0.01

−0.01

0.02*

0.00

−0.00

0.01

 

(0.01)

(0.01)

(0.01)

(0.01)

(0.02)

(0.01)

Gender of Child (male = 1)

−0.09

−0.12

−0.03

−0.11

−0.15

−0.04

 

(0.09)

(0.13)

(0.09)

(0.10)

(0.14)

(0.10)

Education of Caregiver

0.04

0.07**

0.02

0.03

0.07**

0.00

 

(0.02)

(0.03)

(0.03)

(0.03)

(0.03)

(0.03)

Other children (yes = 1)

−0.63***

−0.45***

−0.57***

−0.64***

−0.41**

−0.59***

 

(0.12)

(0.17)

(0.12)

(0.14)

(0.18)

(0.13)

Obs

3547

3547

3547

2926

2926

2926

McFadden R2

0.08

0.14

0.07

0.07

0.16

0.06

Wald Chi2

205.3

231.9

104.8

204.3

256.6

86.49

  1. Notes: Calculations based on households with children in CELB 2012. Robust standard errors in parentheses; ***p < 0.01, **p < 0.05, *p < 0.1; Controlling also for caregiver characteristics, marital status of parents, ethnicity, and household composition; regional dummies included; Standard errors clustered at the household level.