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Table 3 Multinomial logit model for the probability of entering a new VET programme by occupational change after a contract termination (marginal effects)

From: Early termination of vocational training: dropout or stopout?

 

Base Model

Training cell clusters

Training cell clusters with low early termination rates

Dropout (multinomial logit model)

Stopout with no change in occupation (multinomial logit model)

Stopout with change in occupation (multinomial logit Model)

Dropout (multinomial logit model)

Stopout with no change in occupation (multinomial logit model)

Stopout with change in occupation (multinomial logit model)

Dropout (multinomial logit model)

Stopout with no change in occupation (multinomial logit model)

Stopout with change in occupation (multinomial logit model)

Time of termination

Trial period (reference)

 First year1

0.008

0.038

− 0.046**

0.011

0.043*

− 0.054**

− 0.011

0.071**

− 0.060*

(0.35)

(1.69)

(− 1.98)

(0.47)

(1.88)

(− 2.29)

(− 0.35)

(2.25)

(− 1.88)

 Second year

0.042*

0.093***

− 0.135***

0.045**

0.098***

− 0.144***

0.048

0.103***

− 0.151***

(1.85)

(4.15)

(− 5.67)

(2.03)

(4.40)

(− 5.99)

(1.56)

(3.33)

(-4.75)

 Third/Fourth year

0.118***

0.143***

− 0.260***

0.126***

0.142***

− 0.268***

0.128***

0.175***

− 0.303***

(4.19)

(5.13)

(− 8.31)

(4.29)

(5.07)

(− 8.46)

(3.03)

(4.61)

(− 6.81)

Training conditions

 Log of VET earnings

− 0.021

0.060***

− 0.039

− 0.028*

0.051***

− 0.023

0.008

0.051**

− 0.059**

(− 1.13)

(3.42)

(− 2.02)

(− 1.56)

(2.99)

(− 1.19)

(0.32)

(2.17)

(-2.29)

Establishment size

More than 250 employees (reference)

 Less than 10 employees

− 0.121***

0.066

0.055

      
 

(− 3.34)

(1.61)

(1.29)

      

 Between 10 and 49 employees

− 0.126***

0.029

0.096**

      
 

(− 3.51)

(0.73)

(2.26)

      

 Between 50 and 249 employees

− 0.081**

0.014

0.067

      
 

(− 2.33)

(0.34)

(1.55)

      

Industry

yes

        

Duration of apprenticeship for occupation

 2 years (reference)

         

 3 years

0.007

0.088***

− 0.081***

0.013

0.110***

− 0.097***

0.014

0.093***

− 0.079***

 

(− 0.32)

(4.23)

(− 3.62)

(0.62)

(5.37)

(− 4.50)

(− 0.47)

(3.27)

(− 2.61)

Share of early terminations by occupation

0.001**

− 0.003***

0.002***

0.000

− 0.001**

0.001

− 0.000

− 0.005**

0.005**

 

(2.46)

(-5.53)

(3.53)

(0.51)

(-2.15)

(1.60)

(-0.13)

(-2.32)

(2.56)

Schooling

 

No certificate (reference)

 Lower secondary school leaving certificate

− 0.130***

0.060*

0.071*

− 0.169***

0.065*

0.103***

− 0.186***

0.051

0.134**

(− 3.85)

(1.67)

(1.77)

(− 5.32)

(1.78)

(2.78)

(− 4.56)

(1.09)

(2.59)

 Pre-vocational school leaving certificate

− 0.023

− 0.020

0.043

− 0.042

− 0.020

0.061

− 0.048

− 0.054

0.102

(− 0.43)

(− 0.35)

(0.67)

(− 0.80)

(-0.33)

(0.99)

(− 0.59)

(− 0.63)

(1.06)

 Vocational school leaving certificate

− 0.089

0.031

0.058

− 0.124

0.033

0.091

− 0.145

0.065

0.080

(1.14)

(0.36)

(0.68)

(− 1.64)

(0.39)

(1.13)

(− 1.53)

(0.63)

(0.78)

 Secondary school leaving certificate

− 0.198***

0.107***

0.091**

− 0.24***

0.109***

0.135***

− 0.253***

0.083

0.169***

(− 5.21)

(2.70)

(2.08)

(− 6.54)

(2.63)

(3.28)

(− 5.05)

(1.51)

(2.98)

Higher school leaving certificate

− 0.093*

0.049

0.044

− 0.116**

0.015

0.101*

− 0.138**

− 0.037

0.176**

(− 1.85)

(0.89)

(0.76)

(− 2.47)

(0.29)

(1.90)

(− 2.27)

(− 0.54)

(2.54)

others

− 0.116

0.047

0.069

− 0.116

0.053

0.062

− 0.041

− 0.282

0.324*

(− 1.36)

(0.52)

(0.65)

('− 1.18)

(0.57)

(0.57)

(− 0.27)

(− 1.49)

(1.94)

Individual characteristics

 Female

0.036*

0.051**

− 0.087***

0.029

0.079***

− 0.108***

0.018

0.108***

− 0.126***

(1.72)

(2.46)

(− 3.83)

(1.44)

(3.98)

(− 4.99)

(0.65)

(3.94)

(− 4.33)

 German nationality

− 0.136***

0.038

0.098**

− 0.134***

0.037

0.097**

− 0.196***

0.089

0.107

(3.6)

(0.87)

(2.05)

(− 3.44)

(0.87)

(2.08)

(− 3.35)

(1.37)

(1.57)

 Over 20 years at termination

0.103***

-0.019

− 0.084***

0.116***

0.021

− 0.095***

0.070**

0.012

− 0.083

(4.60)

(-0.38)

(− 3.15)

(5.41)

(− 0.92)

(− 3.71)

(2.43)

(0.42)

(− 2.53)

Start of VET

 1999 (reference)

         

 2000

0.029

− 0.017

− 0.011

0.016

− 0.018

0.002

0.002

0.005

− 0.007

(1.27)

(− 0.79)

(− 0.47)

(0.72)

(− 0.78)

(0.07)

(0.05)

(0.17)

(− 0.22)

 2001

0.028

− 0.016

− 0.12

0.020

− 0.016

− 0.003

0.023

0.017

− 0.007

(1.18)

(− 0.69)

(− 0.49)

(0.86)

(− 0.71)

(− 0.149)

(0.70)

(0.54)

(− 0.22)

 2002

0.069***

− 0.018

− 0.051*

0.059**

0.017

− 0.042

0.058*

0.007

− 0.65*

(2.86)

(− 0.77)

(− 1.90)

(2.37)

('− 0.70)

(− 1.59)

(1.68)

(0.20)

(− 1.83)

N

2896

2896

1539

Pseudo-R2

0.080***

0.062***

0.0726***

  1. Source: Saarland Apprenticeship Panel. author’s own calculations
  2. *p < 0.10. **p < 0.05. ***p < 0.01. 1 Between 5 and 12 months after the start of VET