Table 4 Single-variable logistic regression risk analysis in training set (Page 7)
Variables | Classification value and unit | β | SDβ | P-value | RR (95% CI) |
|---|---|---|---|---|---|
Sex | woman | ||||
man | 0.179 | 0.066 | 0.007 | 1.196 (1.051,1.361) | |
Age | 0.018 | 0.003 | 0.000 | 1.018 (1.011,1.025) | |
Family history | diabetas | 0.231 | 0.079 | 0.003 | 1.259 (1.079,1.469) |
Education | −0.056 | 0.031 | 0.071 | 0.945 (0.890,1.005) | |
Drinking | never drinking | 0.633 | |||
current drinker | −0.047 | 0.086 | 0.585 | 0.954 (0.805,1.130) | |
quit | 0.153 | 0.217 | 0.481 | 1.165 (0.761,1.784) | |
Exercise | little movement | 0.114 | |||
occasionally movement | 0.012 | 0.082 | 0.881 | 1.012 (0.861,1.190) | |
exercise regularly | −0.096 | 0.100 | 0.337 | 0.908 (0.747,1.105) | |
daily exercise | −0.227 | 0.104 | 0.030 | 0.797 (0.649,0.978) | |
Body mass index | normal (≤24Kg/m2) | 0.000 | |||
overweight (24-28 K g/m2) | 0.502 | 0.075 | 0.000 | 1.653 (1.426,1.916) | |
obesity (≥28 K g/m2) | 0.627 | 0.149 | 0.000 | 1.871 (1.399,2.504) | |
BMI | K g/m2 | 0.111 | 0.011 | 0.000 | 1.117 (1.093,1.142) |
WC | cm | 0.006 | 0.003 | 0.039 | 1.006 (1.000,1.011) |
Weight | Kg | 0.035 | 0.004 | 0.000 | 1.035 (1.028,1.043) |
FPG | mg/dl | 0.005 | 0.002 | 0.005 | 1.005 (1.002,1.009) |
SBP | mmHg | 0.010 | 0.002 | 0.000 | 1.010 (1.006,1.014) |
DBP | mmHg | 0.013 | 0.003 | 0.000 | 1.013 (1.007,1.020) |
TG | mg/dl | 0.018 | 0.001 | 0.000 | 1.018 (1.016,1.020) |
TC | mg/dl | 0.017 | 0.002 | 0.000 | 1.017 (1.014,1.020) |
HDLC | mg/dl | −0.033 | 0.004 | 0.000 | 0.968 (0.960,0.975) |
LDLC | mg/dl | 0.015 | 0.002 | 0.000 | 1.016 (1.012,1.019) |
ALT | IU/L | 0.002 | 0.001 | 0.033 | 1.002 (1.000,1.005) |
UA | mg/dl | 0.204 | 0.025 | 0.000 | 1.226 (1.167,1.289) |