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. 2020 Oct 2;22(10):e17526. doi: 10.2196/17526

Table 4.

Results of linear regression analyses predicting outcomes from usage group (intended vs minimal/low users) and separate usage measures of intervention users (N=89).

Variablea Full modelb Predictor
Adjusted R2 F (df) P B t (df) P 95% CI
Psychological distress







Adherence (minimal/low vs intended users) 0.34 23.76 (2,86) <.001 −2.87 −2.47 (86) .02 −5.19 to −0.56

Number of logins 0.32 20.46 (2,86) <.001 −0.03 −1.23 (86) .22 −0.07 to 0.02

Mean time logged in 0.31 20.69 (2,86) <.001 −0.04 −1.35 (86) .18 −0.09 to 0.02

Total time logged in 0.32 20.40 (2,86) <.001 −0.001 −1.20 (86) .23 −0.01 to 0.00

Emails sent 0.32 19.62 (2,83) <.001 −0.06 −0.60 (83) .55 −0.27 to 0.14

All exercises completed (yes/no) 0.34 24.48 (2,86) <.001 −2.80 −2.51 (86) .01 −5.02 to −0.59
Positive mental health







Adherence (minimal/low vs intended users) 0.49 41.86 (2,86) <.001 5.18 2.40 (86) .02 0.88 to 9.48

Number of logins 0.45 37.28 (2,86) <.001 0.03 0.90 (86) .37 −0.04 to 0.11

Mean time logged in 0.46 36.77 (2,86) <.001 0.03 0.50 (86) .62 −0.08 to 0.13

Total time logged in 0.45 36.64 (2,86) <.001 0.00 0.33 (86) .74 −0.01 to 0.01

Emails sent 0.46 34.77 (2,83) <.001 0.05 0.28 (83) .78 −0.32 to 0.43

All exercises completed (yes/no) 0.51 45.51 (2,86) <.001 5.24 2.53 (86) .01 1.12 to 9.36

aOf the 108 users, 19 missed either the premeasure or the postmeasure of the outcomes, resulting in a sample size of 89 for these analyses. Three participants missed a score on emails sent, resulting in a sample size of 86 for these analyses.

bThe full models were controlled for baseline levels of psychological distress or positive mental health.