Table 2.
Main results from mixed models.
Participant questionnaires | Linear contrasta | Group-by-time interactionb | |||||
|
Estimatea | 95% CI | P value | F statistic | DFc | P value | |
GHSQd (intention to treat) | |||||||
|
Formal resources | 0.39 | –0.34 to 1.12 | .30 | 0.85 | 2/877 | .43 |
|
Informal resources | 0.36 | –1.21 to 1.92 | .65 | 0.70 | 2/811 | .50 |
GHSQ (per-protocol) – formal resources | 0.18 | –0.62 to 0.98 | .66 | 0.14 | 2/757 | .87 | |
GHSQ (dropout)b – formal resources | 1.35 | –0.51 to 3.21 | .15 | 1.18 | 2/145 | .31 | |
GHSQ (controlled for site)e – formal resources | 0.39 | 0.34 to 1.13 | .29 | 0.85 | 2/877 | .43 | |
ATSPPHf | –0.15 | –0.91 to 0.61 | .70 | 1.39 | 2/850 | .25 | |
SSOSHg | 0.08 | –1.13 to 1.28 | .90 | 0.03 | 2/876 | .97 | |
YES-MHh: self | –0.09 | –0.73 to 0.55 | .79 | 0.12 | 2/801 | .89 | |
YES-MH: service | 0.47 | –0.40 to 1.34 | .29 | 0.60 | 2/823 | .55 | |
YES-MH: system | 0.62 | –0.26 to 1.50 | .17 | 1.31 | 2/818 | .27 | |
YES-MH: total | 0.16 | –1.52 to 1.83 | .85 | 0.08 | 2/738 | .92 |
aThe linear contrast tests the change from baseline to end of the trial across groups (primary outcome); (6 months – baseline) in control minus intervention. Positive values indicate larger increases in the intervention group.
bThe group-by-time interaction tests for any difference in the group trajectories (not primary outcome). Sensitivity analysis controls for all variables at α= .20. These variables are listed in Multimedia Appendix 7.
cDF: degree of freedom.
dGHSQ: General Help-Seeking Questionnaire.
eAn additional sensitivity analysis controlling for site as fixed effects was conducted, but site was not significant and results were similar to those for the main model.
fATSPPH: Attitudes Toward Seeking Professional Psychological Help Scale.
gSSOSH: Self-Stigma of Seeking Help Scale.
hYES-MH: Youth Efficacy/Empowerment Scale–Mental Health.