Logistic regression predicting ill health
Constant | Psychiatric morbidity | Burnout (emotional exhaustion) | Job effort | Work-life balance | Coping: self-blame | Coping: substance use | Work experience (years) | Work place (hospital)* | |
Fatigue | |||||||||
B | −3.632 | 0.947 | 0.590 | 0.127 | 0.056 | 0.308 | 0.083 | −0.029 | −0.130 |
SE | 1.079 | 0.386 | 0.152 | 0.267 | 0.115 | 0.164 | 0.247 | 0.012 | 0.276 |
OR | 0.026 | 2.577 | 1.804 | 1.135 | 1.058 | 1.360 | 1.087 | 0.972 | 0.878 |
P value | 0.001 | 0.014 | <0.001 | 0.635 | 0.623 | 0.060 | 0.735 | 0.019 | 0.637 |
Model | X2(8)=106.899; p<0.001; R2=0.352 | ||||||||
Upset stomach or nausea | |||||||||
B | −3.970 | 1.265 | 0.094 | 0.091 | −0.011 | 0.057 | −0.200 | −0.038 | −0.059 |
SE | 1.089 | 0.312 | 0.157 | 0.313 | 0.136 | 0.173 | 0.237 | 0.014 | 0.303 |
OR | 0.019 | 3.544 | 1.098 | 1.095 | 0.989 | 1.059 | 0.819 | 0.963 | 0.942 |
P value | <0.001 | <0.001 | 0.550 | 0.771 | 0.936 | 0.742 | 0.399 | 0.006 | 0.845 |
Model | X2(8)=45.36; p<0.001; R2=0.185 | ||||||||
Backache | |||||||||
B | −2.011 | 0.218 | 0.176 | −0.172 | 0.161 | 0.026 | −0.070 | −0.001 | −0.025 |
SE | 0.863 | 0.262 | 0.126 | 0.244 | 0.108 | 0.139 | 0.190 | 0.010 | 0.237 |
OR | 0.134 | 1.243 | 1.193 | 0.842 | 1.175 | 1.026 | 0.932 | 0.999 | 0.975 |
P value | 0.020 | 0.407 | 0.161 | 0.481 | 0.138 | 0.854 | 0.712 | 0.955 | 0.917 |
Model | X2(8)=13.96; p=0.083; R2=0.051 | ||||||||
Headaches | |||||||||
B | −6.523 | 0.944 | 0.272 | 0.644 | 0.069 | 0.035 | 0.132 | −0.029 | 0.394 |
SE | 1.114 | 0.293 | 0.143 | 0.297 | 0.125 | 0.158 | 0.208 | 0.013 | 0.280 |
OR | 0.001 | 2.570 | 1.313 | 1.905 | 1.071 | 1.035 | 1.141 | 0.972 | 1.483 |
P value | <0.001 | 0.001 | 0.057 | 0.030 | 0.580 | 0.826 | 0.527 | 0.024 | 0.160 |
Model | X2(8)=75.67; p<0.001; R2=0.267 | ||||||||
Acid indigestion or heartburn | |||||||||
B | −4.707 | 0.826 | 0.120 | 0.323 | −0.011 | 0.007 | −0.062 | 0.007 | 0.185 |
SE | 1.030 | 0.290 | 0.142 | 0.284 | 0.119 | 0.158 | 0.209 | 0.012 | 0.270 |
OR | 0.009 | 2.284 | 1.128 | 1.382 | 0.989 | 1.007 | 0.940 | 1.007 | 1.203 |
P value | <0.001 | 0.004 | 0.398 | 0.255 | 0.928 | 0.965 | 0.768 | 0.549 | 0.493 |
Model | X2(8)=27.78; p=0.001; R2=0.109 | ||||||||
Eye strain | |||||||||
B | −3.929 | 0.657 | −0.06 | 0.496 | 0.066 | −0.027 | 0.088 | −0.012 | −0.129 |
SE | 0.945 | 0.275 | 0.13 | 0.259 | 0.110 | 0.146 | 0.194 | 0.011 | 0.249 |
OR | 0.020 | 1.930 | 0.942 | 1.641 | 1.068 | 0.973 | 1.092 | 0.988 | 0.879 |
P value | <0.001 | 0.017 | 0.647 | 0.056 | 0.550 | 0.851 | 0.650 | 0.299 | 0.606 |
Model | X2(8)=22.45; p=0.004; R2=0.084 | ||||||||
Diarrhoea | |||||||||
B | −5.574 | 0.576 | −0.155 | −0.245 | 0.541 | 0.212 | −0.020 | 0.002 | 0.148 |
SE | 1.317 | 0.349 | 0.179 | 0.363 | 0.191 | 0.198 | 0.259 | 0.015 | 0.350 |
OR | 0.004 | 1.779 | 0.857 | 0.783 | 1.717 | 1.237 | 0.981 | 1.002 | 1.159 |
P value | <0.001 | 0.098 | 0.386 | 0.501 | 0.005 | 0.284 | 0.940 | 0.877 | 0.672 |
Model | X2(8)=21.640; p=0.006; R2=0.106 | ||||||||
Ringing in the ears | |||||||||
B | −3.318 | 0.315 | 0.292 | −0.372 | −0.018 | 0.063 | −0.155 | 0.048 | <0.0001 |
SE | 1.204 | 0.358 | 0.182 | 0.342 | 0.144 | 0.192 | 0.262 | 0.015 | 0.316 |
OR | 0.036 | 1.370 | 1.338 | 0.689 | 0.983 | 1.065 | 0.857 | 1.050 | 1.000 |
P value | 0.006 | 0.379 | 0.109 | 0.277 | 0.903 | 0.742 | 0.555 | 0.002 | 1.000 |
Model | X2(8)=16.817; p=0.032; R2=0.080 |
*1=hospital (n=239); 0=other (n=175).
p<0.05 values are in bold.