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 | Â | Â | Â | Â | Â | Â | Â | Â |
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 | Â | ||||||||
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*** |