Table 3.
Stepwise multiple regression analyses predicting outcome and adherence by patient characteristics, email-support, and patterns of early change.
Steps | Predictorsa | Outcome | Adherence | |||||||
PHQ-9b at post | No. of assessmentsc | No. of modules in intervention | ||||||||
ΔR2 | Beta | P | ΔR2 | Beta | P | ΔR2 | Beta | P | ||
Step 1 | 0.125 | .008 | 0.036 | <.001 | 0.024 | .002 | ||||
PHQ-9 | .216 | <.001 | .190 | <.001 | .155 | .002 | ||||
HRSD-24d | .199 | <.001 | −0.043 | .41 | .051 | .33 | ||||
APOIe | −0.124 | .008 | .005 | .92 | .082 | .10 | ||||
SupportEmail | −0.004 | .96 | .066 | .45 | .002 | .98 | ||||
Step 2 | 0.215 | 0.015 | .04 | 0.006 | .31 | |||||
PHQ-9 | −0.040 | .50 | .192 | .007 | .146 | .04 | ||||
HRSD-24 | .045 | .32 | −0.024 | .66 | .068 | .22 | ||||
APOI | −0.129 | .002 | .001 | .98 | .080 | .11 | ||||
SupportEmail | −0.068 | .36 | .073 | .41 | .003 | .97 | ||||
C2f-dummy | −0.346 | <.001 | −0.030 | .69 | −0.033 | .66 | ||||
C3f-dummy | .342 | <.001 | −0.132 | .01 | −0.082 | .13 | ||||
Total R2 | .34 | .05 | .03 | |||||||
N | 409 | 409 | 409 |
aPredictors included Patient Health Questionnaire-9 (PHQ-9) at screening, 24-item Hamilton Rating Scale for Depression (HRSD-24) at screening, attitudes toward Web-based intervention, email support, and early change patterns.
bPHQ-9: Patient Health Questionnaire-9.
cNo. of assessments = No. of PHQ-9 assessments after week 4.
dHRSD-24: 24-item Hamilton Rating Scare for Depression.
eAPOI: attitudes toward psychological online interventions.
fC2 and C3 are dummy coded class membership variables with Class 1: early response after registration, used as reference class.