From: Early termination of vocational training: dropout or stopout?
 | Logit-model | Logit-model with Heckman correction | ||||
---|---|---|---|---|---|---|
Base model | With training cell clusters | Training cell clusters with low early termination rates | Base model | With training cell clusters | Training cell clusters with low early termination rates | |
Time of termination | ||||||
 Trial period (reference) | ||||||
  First year1 | − 0.002 | − 0.003 | − 0.063 | − 0.005 | − 0.007 | − 0.067* |
(− 0.05) | (− 0.11) | (− 1.63) | (− 0.20) | (− 0.26) | (− 1.72) | |
  Second year | − 0.051* | − 0.049 | − 0.055 | − 0.045 | − 0.040 | − 0.042 |
(− 1.72) | (− 1.65) | (− 1.28) | (− 1.49) | (− 1.36) | (− 0.97) | |
  Third/Fourth year | − 0.192*** | − 0.181*** | − 0.185*** | − 0.191*** | − 0.184*** | − 0.179*** |
(− 4.70) | (− 4.35) | (− 3.14) | (− 4.75) | (− 4.42) | (− 3.09) | |
Change in occupation | − 0.194*** | − 0.200*** | − 0.211*** | − 0.194*** | − 0.198*** | − 0.212*** |
(− 7.86) | (− 8.36) | (-6.37) | (− 7.77) | (− 8.18) | (− 6.47) | |
Training conditions | Â | |||||
 Change in larger establishment with higher wages (reference) |  |  |  |  |  |  |
 Change in smaller establishment with lower wages | − 0.072* | − 0.097*** | − 0.113** | − 0.044 | − 0.077** | − 0.098** |
(− 1.87) | (− 2.63) | (− 2.31) | (− 1.12) | (− 2.07) | (− 2.01) | |
 Change in larger establishment with lower wages | − 0.074** | − 0.074** | − 0.021 | − 0.065** | − 0.064** | − 0.014 |
(− 2.39) | (− 2.50) | (− 0.52) | (− 2.08) | (− 2.17) | (− 0.35) | |
 Change in smaller establishment with higher wages | '− 0.059* | − 0.067** | − 0.011 | − 0.041 | − 0.057* | 0.001 |
(− 1.80) | (− 2.21) | (− 0.25) | (− 1.20) | (− 1.81) | (0.02) | |
Log of VET earnings | 0.024 | 0.035 | 0.018 | Â | Â | Â |
(1.09) | (1.53) | (0.54) | Â | Â | Â | |
Training conditions (2nd VET) | ||||||
Establishment size | ||||||
 More than 250 employees (reference) |  |  |  |  |  |  |
 Less than 10 employees | 0.036 |  |  | 0.060 |  |  |
(− 0.81) |  |  | (− 1.33) |  |  | |
 Between 10 and 49 employees | 0.045 |  |  | 0.066 |  |  |
(− 1.04) |  |  | (− 1.50) |  |  | |
 Between 50 and 249 employees | 0.007 |  |  | − 0.005 |  |  |
(0.15) |  |  | (− 0.12) |  |  | |
Economic sector | Yes | Â | Â | Â | Â | Â |
Occupation at the 1-digit level | Yes | Â | Â | Yes | Â | Â |
Duration of apprenticeship for occupation | ||||||
 3.5 years (reference) |  |  |  |  |  |  |
 2 years | 0.019 | − 0.038 | − 0.032 | 0.020 |  | − 0.019 |
(0.34) | (− 0.95) | (− 0.62) | (0.36) |  | (− 0.36) | |
 3 years | − 0.041 | − 0.110 | − 0.093** | − 0.053 |  | − 0.099*** |
(− 0.97) | (− 4.24) | (− 2.55) | (− 1.23) |  | (− 2.70) | |
Schooling | Â | |||||
 No certificate (reference) |  |  |  |  |  |  |
 Lower secondary school leaving certificate | 0.002 | − 0.019 | − 0.095 |  |  |  |
(0.03) | (− 0.40) | (− 1.33) |  |  |  | |
 Pre-vocational school leaving certificate | 0.005 | − 0.004 | − 0.203 |  |  |  |
(0.06) | (− 0.06) | (− 1.54) |  |  |  | |
 Vocational school leaving certificate | 0.038 | − 0.020 | − 0.127 |  |  |  |
(0.38) | (− 0.19) | (− 0.96) |  |  |  | |
 Secondary school leaving certificate | 0.086 | 0.046 | − 0.045 |  |  |  |
(1.62) | (0.88) | (0.59) | Â | Â | Â | |
 Higher school leaving certificate | 0.020 | − 0.009 | − 0.083 |  |  |  |
(0.27) | (-0.15) | (− 0.88) |  |  |  | |
 Others | 0.014 | 0.011 | − 0.475* |  |  |  |
(0.12) | (0.09) | (− 1.77) |  |  |  | |
Individual characteristics | Â | Â | Â | Â | Â | Â |
 Female | 0.004 | 0.044* | − 0.049 | 0.003 | − 0.044* | − 0.46 |
(0.14) | (− 1.69) | (− 1.38) | (0.12) | (− 1.29) | (− 1.29) | |
 German nationality | − 0.021 | 0.009 | − 0.153 | − 0.012 | 0.012 | − 0.157 |
(− 0.37) | (0.15) | (− 1.77) | (− 0.21) | (0.21) | (− 1.74) | |
 Over 20 years at time of termination | 0.000 | 0.003 | − 0.006 | 0.016 | 0.010 | 0.006 |
(− 0.01) | (− 0.09) | (-0.14) | (0.49) | (0.31) | (0.15) | |
 < one month between VET1 and VET2 | 0.035 | 0.029 | 0.037 | 0.039 | 0.031 | 0.039 |
(1.43) | (1.19) | (1.09) | (1.62) | (1.29) | (1.13) | |
 Inverse mills |  |  |  | − 0.122* | − 0.088 | − 0.023 |
 |  |  | (− 1.83) | (− 1.34) | (− 0.26) | |
N | 2042 | 2042 | 1083 | 2004 | 2004 | 1064 |
Pseudo-R2 | 0.071*** | 0.052*** | 0.0583*** | 0.0669*** | 0.0485*** | 0.0531*** |