Logistic regression predicting substance use problems
Constant | Psychiatric morbidity | Burnout (emotional exhaustion) | Job effort | Work-life balance | Coping: self-blame | Coping: substance use | Work experience (years) | Work place (hospital)* | |
Substance use in order to feel better | |||||||||
B | −2.239 | 0.304 | 0.162 | 0.096 | −0.083 | 0.092 | N/A | 0.011 | 0.053 |
SE | 0.844 | 0.258 | 0.123 | 0.237 | 0.100 | 0.135 | N/A | 0.010 | 0.231 |
OR | 0.107 | 1.355 | 1.175 | 1.101 | 0.921 | 1.097 | N/A | 1.011 | 1.054 |
P value | 0.008 | 0.239 | 0.190 | 0.685 | 0.411 | 0.493 | N/A | 0.278 | 0.819 |
Model | X2(7)=10.96; p=0.140; R2=0.04 | ||||||||
Substance use in order to get through something | |||||||||
B | −3.034 | 0.423 | 0.085 | 0.202 | −0.179 | 0.318 | N/A | 0.002 | 0.005 |
SE | 0.963 | 0.289 | 0.142 | 0.274 | 0.113 | 0.154 | N/A | 0.012 | 0.266 |
OR | 0.048 | 1.527 | 1.089 | 1.224 | 0.836 | 1.374 | N/A | 1.002 | 1.005 |
P value | 0.002 | 0.143 | 0.551 | 0.461 | 0.113 | 0.039 | N/A | 0.859 | 0.986 |
Model | X2(7)=14.76; p=0.039; R2=0.059 | ||||||||
Drinking alcohol two to three times a week or more often | |||||||||
B | −2.297 | −0.739 | 0.203 | −0.360 | 0.086 | −0.183 | 2.936 | 0.035 | 0.013 |
SE | 1.001 | 0.316 | 0.141 | 0.256 | 0.114 | 0.155 | 0.393 | 0.011 | 0.257 |
OR | 0.101 | 0.478 | 1.226 | 0.698 | 1.090 | 0.833 | 18.836 | 1.036 | 1.013 |
P value | 0.022 | 0.019 | 0.148 | 0.160 | 0.449 | 0.237 | <0.001 | 0.002 | 0.960 |
Model | X2(8)=123.03; p<0.001; R2=0.379 | ||||||||
Drink more than three drinks typically | |||||||||
B | −2.593 | −0.222 | −0.041 | 0.185 | −0.004 | −0.083 | 0.955 | 0.002 | 0.594 |
SE | 0.975 | 0.314 | 0.141 | 0.281 | 0.119 | 0.161 | 0.206 | 0.012 | 0.276 |
OR | 0.075 | 0.801 | 0.772 | 1.203 | 0.996 | 0.920 | 2.599 | 1.002 | 1.812 |
P value | 0.008 | 0.480 | 0.960 | 0.511 | 0.971 | 0.604 | <0.001 | 0.885 | 0.031 |
Model | X2(8)=29.10; p<0.001; R2=0.118 | ||||||||
Drink six or more drinks on one occasion | |||||||||
B | −0.341 | −0.481 | 0.038 | −0.440 | 0.148 | −0.190 | 1.849 | −0.030 | 0.514 |
SE | 0.942 | 0.308 | 0.135 | 0.260 | 0.113 | 0.151 | 0.267 | 0.011 | 0.255 |
OR | 0.711 | 0.618 | 1.039 | 0.644 | 1.159 | 0.827 | 6.355 | 0.970 | 1.672 |
P value | 0.717 | 0.118 | 0.777 | 0.090 | 0.191 | 0.209 | <0.001 | 0.007 | 0.044 |
Model | X2(8)=83.18; p<0.001; R2=0.279 | ||||||||
Alcohol dependence | |||||||||
B | −3.171 | −0.047 | 0.037 | −0.855 | 0.162 | −0.091 | 1.819 | −0.041 | 0.095 |
SE | 1.781 | 0.581 | 0.286 | 0.623 | 0.269 | 0.350 | 0.359 | 0.028 | 0.616 |
OR | 0.042 | 0.955 | 1.037 | 0.425 | 1.176 | 0.913 | 6.165 | 0.960 | 1.100 |
P value | 0.075 | 0.936 | 0.898 | 0.170 | 0.548 | 0.795 | <0.001 | 0.153 | 0.877 |
Model | X2(8)=34.648; p<0.001; R2=0.280 | ||||||||
Drug use | |||||||||
B | −1.732 | −0.084 | 0.073 | 0.192 | 0.067 | 0.068 | 0.425 | −0.011 | −0.047 |
SE | 0.830 | 0.256 | 0.120 | 0.228 | 0.099 | 0.133 | 0.186 | 0.010 | 0.226 |
OR | 0.177 | 0.92 | 1.076 | 1.211 | 1.069 | 1.070 | 1.530 | 0.989 | 0.954 |
P value | 0.037 | 0.744 | 0.541 | 0.400 | 0.501 | 0.608 | 0.022 | 0.287 | 0.835 |
Model | X2(8)=13.935; p=0.083; R2=0.051 |
*1=hospital (n=239); 0=other (n=175).
N/A, scale is not included in the analysis because predictor is a part of it.
p<0.05 values are in bold.