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. Author manuscript; available in PMC: 2014 Oct 1.
Published in final edited form as: Accid Anal Prev. 2013 Jul 16;59:537–547. doi: 10.1016/j.aap.2013.06.037

Table A.3.

Logistic regression models predicting at-risk and safe drivers with different numbers of participants in each model.

Coefficients
R2 Hosmer-Lemeshow
AUC 95% CI Best Threshold
Sample Size
Estimate SE z-value p-value χ2 df p-value Specificity Sensitivity Safe At-Risk
Clinical Model 0.23 5.05 8 0.75 0.74 0.57 - 0.90 0.81 0.63 27 16
 Intercept 4.94 6.57 0.75 0.45
 Visual Acuity −0.05 0.05 −0.87 0.38
 MMSE −0.23 0.21 −1.09 0.28
 Trail Making Task Part A 0.03 0.04 0.66 0.51
 Trail Making Task Part B 0.01 0.01 0.79 0.43
MoCA Model 0.37 10.59 8 0.23 0.76 0.58 - 0.95 0.91 0.71 23 14
 Intercept 7.73 5.90 1.31 0.19
 Visual Acuity −0.10 0.07 −1.47 0.14
 MoCA −0.32 0.18 −1.72 0.09
 Trail Making Task Part A 0.04 0.05 0.89 0.37
 Trail Making Task Part B 0.00 0.01 0.14 0.89
MOT Model 0.23 3.73 8 0.88 0.73 0.56 - 0.89 0.74 0.75 27 16
 Intercept 4.37 6.78 0.65 0.52
 Visual Acuity −0.05 0.05 −0.89 0.38
 MMSE −0.22 0.21 −1.06 0.29
 Trail Making Task Part A 0.02 0.04 0.62 0.54
 Trail Making Task Part B 0.01 0.01 0.84 0.40
 MOT 0.02 0.08 0.32 0.75
Improved Model 0.56 10.86 8 0.21 0.89 0.75 - 1.02 0.91 0.79 28 11
 Intercept 20.24 12.82 1.58 0.11
 Visual Acuity −0.09 0.08 −1.12 0.26
 Contrast Sensitivity −8.75 4.84 −1.81 0.07
 MMSE −0.29 0.29 −0.98 0.33
 UFOV Subtest 2 0.02 0.01 2.28 0.02