Table 12 Marginal effects of a logit regression
Dependent variable: | Deviation from IEB information of … | |||
|---|---|---|---|---|
(1) | (2) | (3) | (4) | |
missing | Low-skilled | Medium-skilled | High-skilled | |
Female | \(-\textbf{0.057}\) (0.016) | 0.002 (0.039) | 0.002 (0.014) | 0.172 (0.036) |
Age group | ||||
\(<25\) (ref.) | ||||
25–30 | \(-0.044\) (0.047) | 0.062 (0.064) | \(-\textbf{0.082}\) (0.018) | 0.168 (0.075) |
30–35 | 0.008 (0.027) | 0.054 (0.059) | \(-0.008\) (0.020) | 0.167 (0.068) |
35–40 | \(-0.003\) (0.029) | 0.049 (0.060) | \(-0.002\) (0.020) | 0.136 (0.071) |
40–45 | \(-0.026\) (0.038) | \(-0.010\) (0.045 | \(-0.013\) (0.019) | 0.067 (0.073) |
45–50 | \(-0.005\) (0.030) | \(-0.000\) (0.040) | \(-0.016\) (0.021) | 0.091 (0.080) |
Firm size | ||||
50–199 (ref.) | ||||
below 20 | \(-0.062\) (0.071) | 0.079 (0.051) | 0.091 (0.026) | 0.266 (0.063) |
20–49 | \(-0.083\) (0.089) | \(-0.138\) (0.081) | 0.054 (0.029) | \(-0.016\) (0.068) |
200–999 | \(-0.025\) (0.050) | \(-\textbf{0.116}\) (0.054) | \(-0.002\) (0.023) | 0.078 (0.055) |
1000 and above | \(-0.018\) (0.048) | 0.053 (0.058) | 0.125 (0.027) | 0.090 (0.060) |
Economic sector | ||||
Construction (ref.) | ||||
Agrar | 0.016 (0.009) | \(-0.039\) (0.059) | \(-0.025\) (0.026) | – |
Energy/mining | \(-\textbf{0.463}\) (0.167) | \(-0.020\) (0.130) | 0.283 (0.076) | 0.258 (0.101) |
Manufacturing | – | \(-0.072\) (0.079) | 0.001 (0.033) | \(-0.152\) (0.093) |
Wholesale | \(-0.213\) (0.159) | 0.126 (0.064) | 0.086 (0.057) | 0.254 (0.109) |
Traffic/communic. | \(-0.276\) (0.199) | 0.135 (0.078) | 0.055 (0.082) | 0.163 (0.139) |
Banking/insurance | – | 0.080 (0.148) | 0.261 (0.156) | \(-0.041\) (0.145) |
Other services | \(-0.141\) (0.116) | 0.111 (0.189) | 0.303 (0.165) | 0.001 (0.092) |
Non-profit | \(-0.185\) (0.281) | 0.155 (0.068) | 0.227 (0.215) | 0.067 (0.129) |
Public sector | \(-0.174\) (0.175) | 0.155 (0.193) | 0.274 (0.240) | 0.136 (0.093) |
Predicted prob. | 0.892 | 0.832 | 0.224 | 0.465 |
Log. likelihood | \(-135.4\) | \(-254.6\) | \(-1993.4\) | \(-548.7\) |
Observations | 555 | 563 | 4184 | 789 |