Crude model | Model 1 | Model 2 | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Unstandardized Coefficients | P | Collinearity Statistics | Unstandardized Coefficients | P | Collinearity Statistics | Unstandardized Coefficients | P | Collinearity Statistics | ||||||||
B | SE | Tolerance | VIF | B | SE | Tolerance | VIF | B | SE | Tolerance | VIF | |||||
Motor function | ||||||||||||||||
UPDRS-III | Constant | 14.192 | 0.727 | < 0.001 | 46.130 | 5.750 | < 0.001 | 46.348 | 5.648 | < 0.001 | ||||||
CMB | -0.004 | 1.569 | 0.998 | 1.000 | 1.000 | 3.321 | 1.831 | 0.070 | 0.685 | 1.459 | 1.415 | 1.828 | 0.439 | 0.652 | 1.534 | |
Hoehn-Yahn stage | Constant | 1.279 | 0.055 | < 0.001 | 3.647 | 0.434 | < 0.001 | 3.598 | 0.429 | < 0.001 | ||||||
CMB | -0.002 | 0.119 | 0.987 | 1.000 | 1.000 | 0.291 | 0.138 | 0.035 | 0.685 | 1.459 | 0.190 | 0.139 | 0.172 | 0.652 | 1.534 | |
Cognitive function | ||||||||||||||||
MMSE | Constant | 18.259 | 0.254 | < 0.001 | 31.678 | 2.027 | < 0.001 | 30.143 | 1.816 | < 0.001 | ||||||
CMB | -1.168 | 0.549 | 0.034 | 1.000 | 1.000 | -1.188 | 0.643 | 0.065 | 0.682 | 1.465 | -0.175 | 0.586 | 0.765 | 0.657 | 1.522 | |
MoCA | Constant | 13.246 | 0.241 | < 0.001 | 26.799 | 1.919 | < 0.001 | 25.125 | 1.664 | < 0.001 | ||||||
CMB | -1.256 | 0.522 | 0.016 | 1.000 | 1.000 | -1.418 | 0.608 | 0.020 | 0.682 | 1.465 | -0.264 | 0.537 | 0.622 | 0.657 | 1.522 | |
ADL | Constant | 30.056 | 0.468 | < 0.001 | 6.048 | 3.742 | 0.106 | 8.330 | 3.527 | 0.018 | ||||||
CMB | 2.116 | 1.013 | 0.037 | 1.000 | 1.000 | 2.130 | 1.186 | 0.073 | 0.682 | 1.465 | 0.494 | 1.137 | 0.664 | 0.657 | 1.522 | |
CDR | Constant | 1.534 | 0.031 | < 0.001 | 0.105 | 0.248 | 0.673 | 0.316 | 0.216 | 0.144 | ||||||
CMB | 0.141 | 0.067 | 0.036 | 1.000 | 1.000 | 0.165 | 0.079 | 0.036 | 0.682 | 1.465 | 0.020 | 0.07 | 0.769 | 0.657 | 1.522 | |
BPSD | ||||||||||||||||
Total-NPI scores | Constant | 12.190 | 0.695 | < 0.001 | 4.566 | 6.023 | 0.449 | 2.840 | 5.909 | 0.631 | ||||||
CMB | 3.250 | 1.422 | 0.023 | 1.000 | 1.000 | 3.299 | 1.796 | 0.067 | 0.624 | 1.602 | 2.186 | 1.792 | 0.223 | 0.601 | 1.664 | |
Delusions | Constant | 1.202 | 0.130 | < 0.001 | -3.539 | 1.111 | 0.002 | -3.720 | 1.108 | 0.001 | ||||||
CMB | 0.450 | 0.267 | 0.093 | 1.000 | 1.000 | 0.289 | 0.331 | 0.384 | 0.624 | 1.602 | 0.181 | 0.336 | 0.590 | 0.601 | 1.664 | |
Hallucinations | Constant | 1.856 | 0.141 | < 0.001 | -0.708 | 1.218 | 0.561 | -0.920 | 1.213 | 0.449 | ||||||
CMB | 0.539 | 0.288 | 0.062 | 1.000 | 1.000 | 0.858 | 0.363 | 0.019 | 0.624 | 1.602 | 0.775 | 0.368 | 0.036 | 0.601 | 1.664 | |
Agitation | Constant | 0.617 | 0.083 | < 0.001 | -0.23 | 0.729 | 0.752 | -0.341 | 0.722 | 0.636 | ||||||
CMB | 0.255 | 0.171 | 0.136 | 1.000 | 1.000 | 0.178 | 0.217 | 0.414 | 0.624 | 1.602 | 0.027 | 0.219 | 0.901 | 0.601 | 1.664 | |
Depression | Constant | 1.164 | 0.121 | < 0.001 | 1.981 | 1.041 | 0.058 | 1.812 | 1.033 | 0.080 | ||||||
CMB | 0.294 | 0.248 | 0.235 | 1.000 | 1.000 | 0.447 | 0.31 | 0.151 | 0.624 | 1.602 | 0.253 | 0.313 | 0.420 | 0.601 | 1.664 | |
Anxiety | Constant | 0.974 | 0.106 | < 0.001 | 1.802 | 0.918 | 0.050 | 1.673 | 0.916 | 0.068 | ||||||
CMB | 0.209 | 0.217 | 0.336 | 1.000 | 1.000 | -0.061 | 0.274 | 0.824 | 0.624 | 1.602 | -0.162 | 0.278 | 0.561 | 0.601 | 1.664 | |
Euphoria | Constant | 0.101 | 0.036 | 0.005 | 0.215 | 0.31 | 0.488 | 0.195 | 0.310 | 0.529 | ||||||
CMB | 0.128 | 0.073 | 0.078 | 1.000 | 1.000 | 0.131 | 0.092 | 0.158 | 0.624 | 1.602 | 0.153 | 0.094 | 0.104 | 0.601 | 1.664 | |
Apathy | Constant | 1.395 | 0.133 | < 0.001 | 2.872 | 1.157 | 0.013 | 2.627 | 1.146 | 0.022 | ||||||
CMB | -0.110 | 0.273 | 0.686 | 1.000 | 1.000 | -0.062 | 0.345 | 0.858 | 0.624 | 1.602 | -0.245 | 0.348 | 0.480 | 0.601 | 1.664 | |
Disinhibition | Constant | 0.159 | 0.056 | 0.005 | -0.269 | 0.485 | 0.580 | -0.296 | 0.486 | 0.544 | ||||||
CMB | 0.475 | 0.114 | < 0.001 | 1.000 | 1.000 | 0.380 | 0.145 | 0.009 | 0.624 | 1.602 | 0.363 | 0.148 | 0.014 | 0.601 | 1.664 | |
Irritability | Constant | 0.844 | 0.098 | < 0.001 | -1.258 | 0.851 | 0.14 | -1.412 | 0.847 | 0.096 | ||||||
CMB | 0.468 | 0.201 | 0.020 | 1.000 | 1.000 | 0.183 | 0.254 | 0.472 | 0.624 | 1.602 | 0.095 | 0.257 | 0.712 | 0.601 | 1.664 | |
Aberrant motor behavior | Constant | 1.040 | 0.128 | < 0.001 | -1.826 | 1.101 | 0.098 | -2.011 | 1.097 | 0.067 | ||||||
CMB | 0.327 | 0.262 | 0.213 | 1.000 | 1.000 | 0.443 | 0.328 | 0.178 | 0.624 | 1.602 | 0.357 | 0.333 | 0.284 | 0.601 | 1.664 | |
Night-time behavior disturbances | Constant | 2.084 | 0.143 | < 0.001 | 3.194 | 1.244 | 0.011 | 3.012 | 1.242 | 0.016 | ||||||
CMB | 0.228 | 0.293 | 0.437 | 1.000 | 1.000 | 0.455 | 0.371 | 0.221 | 0.624 | 1.602 | 0.383 | 0.377 | 0.310 | 0.601 | 1.664 | |
Appetite and eating abnormalities | Constant | 0.784 | 0.092 | < 0.001 | 2.153 | 0.800 | 0.007 | 2.050 | 0.800 | 0.011 | ||||||
CMB | -0.041 | 0.188 | 0.829 | 1.000 | 1.000 | 0.052 | 0.239 | 0.828 | 0.624 | 1.602 | 0.007 | 0.243 | 0.977 | 0.601 | 1.664 |