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. Author manuscript; available in PMC: 2018 Mar 1.
Published in final edited form as: Cogn Behav Neurol. 2017 Mar;30(1):8–15. doi: 10.1097/WNN.0000000000000119

Table 3.

Stepwise Logistic Regression Models Predicting Diagnostic Stability of Mild Cognitive Impairment (MCI)

Domain-Level Regression Models Odds Ratio (95% Confidence Interval) P Hosmer-Lemeshow P* Area Under the Curve
Demographic factors 0.81 0.67

ApoE4 alleles < 0.001
 0 versus 2 4.03 (2.38, 6.82)
 0 versus 1 1.84 (1.37, 2.39)
Age (years) 0.96 (0.94, 0.98) < 0.001
Nonamnestic MCI subtype 1.84 (1.21, 2.80) 0.003
No depression 1.63 (1.19, 2.24) 0.005
Education (years) 0.96 (0.91, 1.00) 0.012

Global function 0.40 0.76

Clinical Dementia Rating Scale−Sum of Boxes 0.57 (0.49, 0.67) < 0.001
Mini-Mental State Examination 1.32 (1.22, 1.42) < 0.001
Functional Activities Questionnaire 0.95 (0.91, 0.98) < 0.01

Neuropsychological performance 0.18 0.75

Logical Memory Delayed Recall 1.20 (1.15, 1.24) < 0.001
Vegetable fluency 1.11 (1.06, 1.16) < 0.001
Digit Symbol 1.04 (1.02, 1.05) < 0.001

Overall regression model 0.32 0.80

Logical Memory Delayed Recall 1.69 (1.43, 1.99) < 0.001
Clinical Dementia Rating Scale−Sum of Boxes 0.54 (0.46, 0.64) < 0.001
Mini-Mental State Examination 1.16 (1.05, 1.28) < 0.001
Age (years) 0.95 (0.93, 0.98) < 0.01
ApoE4 alleles < 0.01
 0 versus 2 2.83 (1.52, 5.26)
 0 versus 1 1.82 (1.48, 3.37)
Digit Symbol 1.30 (1.09, 1.56) < 0.01

For details on the neuropsychological tests, see Weintraub et al, 2009.

*

Values > 0.05 indicate sufficient model fit (Tabachnik and Fidell, 1996).

Values of 0.50 and 1.00 indicate poor and perfect prediction, respectively (Tabachnik and Fidell, 1996).

ApoE4 = apolipoprotein E4.