Variables | Step 1 | Step 2 | Step 3 | ||||||
---|---|---|---|---|---|---|---|---|---|
β | P | VIF | β | P | VIF | β | P | VIF | |
Age | 0.071 | 0.113 | 1.574 | 0.052 | 0.222 | 1.577 | 0.066 | 0.108 | 1.594 |
Gender | −0.008 | 0.848 | 1.395 | −0.016 | 0.690 | 1.396 | −0.033 | 0.700 | 1.429 |
Marital status | 0.098 | 0.015 | 1.294 | 0.088 | 0.022 | 1.296 | 0.087 | 0.019 | 1.297 |
Job rank | −0.105 | 0.014 | 1.442 | −0.077 | 0.057 | 1.450 | −0.077 | 0.050 | 1.452 |
Monthly income | −0.083 | 0.033 | 1.211 | −0.074 | 0.047 | 1.212 | −0.072 | 0.045 | 1.215 |
Weekly working time | 0.164 | < 0.001 | 1.362 | 0.137 | 0.001 | 1.370 | 0.121 | 0.002 | 1.396 |
Shift | 0.024 | 0.754 | 1.357 | −0.004 | 0.917 | 1.365 | −0.019 | 0.617 | 1.370 |
Department | |||||||||
 Dummy_1 | 0.129 | 0.003 | 1.507 | 0.095 | 0.022 | 1.518 | 0.094 | 0.020 | 1.526 |
 Dummy_2 | 0.012 | 0.754 | 1.180 | 0.015 | 0.686 | 1.180 | 0.027 | 0.441 | 1.185 |
 Dummy_3 | 0.020 | 0.627 | 1.285 | 0.032 | 0.395 | 1.287 | 0.032 | 0.397 | 1.294 |
 Dummy_4 | 0.064 | 0.095 | 1.152 | 0.061 | 0.094 | 1.152 | 0.073 | 0.038 | 1.158 |
EI |  |  |  | −0.320 | < 0.001 | 1.063 | −0.270 | < 0.001 | 1.136 |
SA | Â | Â | Â | Â | Â | Â | 0.168 | < 0.001 | 1.477 |
DA | Â | Â | Â | Â | Â | Â | 0.034 | 0.381 | 1.427 |
NA |  |  |  |  |  |  | −0.105 | 0.004 | 1.240 |
F | 5.954 | Â | Â | 13.220 | Â | Â | 14.033 | Â | Â |
Adjusted R2 | 0.069 | Â | Â | 0.166 | Â | Â | 0.209 | Â | Â |
ΔR2 | – |  |  | 0.097 |  |  | 0.046 |  |  |