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. 2017 Jun 9;19(6):e206. doi: 10.2196/jmir.7367

Table 4.

Prediction of class membership by patient intake characteristics via multinomial logistic regression analyses. R2=.51 (Cox & Snell) and 0.588 (Nagelkerke). Model χ28=284.3. For each comparison, the class mentioned first is used as the reference class in the multinomial logistic regression.

Variables
95% CI for odds ratio
regression coefficient B (standard error) P Lower Odds ratio Upper
Class 1a versus class 2b




Intercept 14.84 (2.96) <.001


PHQ-9c −1.31 (0.19) <.001 0.18 0.27 0.39
HRSD-24d −0.12 (0.03) <.001 0.84 0.89 0.94
FEP-2e 0.19 (0.67) .78 0.32 1.20 4.46
SF-12fPhysical Health −0.01 (0.02) .73 0.95 0.99 1.03
SF-12Mental Health 0.02 (0.03) .44 0.97 1.02 1.08
Email support 0.07 (0.65) .91 0.30 1.08 3.83
Class 1 versus class 3g




Intercept 3.65 (2.72) .18


PHQ-9 −0.26 (0.13) .04 0.60 0.77 0.98
HRSD-24 0.04 (0.02) .08 0.99 1.04 1.09
FEP-2 0.37 (0.60) .54 0.45 1.45 4.68
SF-12Physical Health −0.05 (0.02) .01 0.92 0.96 0.99
SF-12Mental Health 0.01 (0.03) .70 0.96 1.01 1.06
Email support −0.77 (0.68) .26 0.12 0.47 1.75
Class 2 versus class 3




Intercept −11.19 (3.12) <.001


PHQ-9 1.05 (0.20) <.001 2.55 2.87 4.21
HRSD-24 0.16 (0.03) <.001 1.07 1.18 1.25
FEP-2 0.19 (0.73) .80 0.29 1.21 5.07
SF-12Physical Health −0.04 (0.02) .07 0.92 0.96 1.00
SF-12Mental Health −0.01 (0.03) .70 0.93 0.99 1.05
Email support −0.84 (0.65) .20 0.12 0.43 1.56

aClass 1= early response after registration.

bClass 2= early response after screening.

cPHQ-9: Patient Health Questionnaire.

dHRSD-24 = 24-item Hamilton Rating Scale for Depression.

eFEP-2: Questionnaire for the Evaluation of Psychotherapeutic Progress-2.

fSF-12: 12-item short form health survey.

gClass 3: early deterioration.