Table 5.
Logistic and linear regression models of predictors of preferences for online mental health programs: preference for video content, preference for tailored content, and number of sessions.
| Independent variable | Preference for video content | Preference for tailored content | Number of sessions | ||||
| OR (95% CI) | P | OR (95% CI) | P | Estimate | P | ||
| Age | 1.00 (0.98, 1.02) | .97 | 0.98 (0.95, 1.00) | .09 | 9.66 (0.16, 19.16) | .55 | |
| Gender=female vs male | 0.92 (0.56, 1.52) | .74 | 1.53 (0.86, 2.72) | .15 | -0.24 (-2.69, 2.21) | .85 | |
| Education | .03 | .45 | |||||
| Certificate/Diploma/Associates | 2.61 (1.33, 5.13) | .005 | 0.86 (0.38, 1.91) | .71 | -1.60 (-4.65, 1.45) | .30 | |
| Bachelor | 1.07 (0.60, 1.89) | .83 | 1.61 (0.77, 3.36) | .21 | -1.19 (-4.56, 2.18) | .49 | |
| Higher degree | 1.40 (0.74, 2.64) | .30 | 1.24 (0.58, 2.63) | .58 | 1.39 (-1.62, 4.41) | .37 | |
| High school or less (reference category) | 1.00 | 1.00 | |||||
| Speak English only at home | 0.73 (0.38, 1.42) | .36 | 1.12 (0.50, 2.51) | .79 | -2.08 (-5.30, 1.15) | .21 | |
| Marital status | .19 | .78 | |||||
| Unmarried, no partner | 0.53 (0.25, 1.12) | .10 | 0.67 (0.27, 1.65) | .39 | -1.23 (-4.55, 2.09) | .47 | |
| Unmarried, partnered | 1.05 (0.58, 1.90) | .87 | 0.92 (0.43, 1.98) | .83 | -5.17 (-9.58, -0.76) | .02 | |
| Divorced, separated, widowed | 1.20 (0.62, 2.35) | .59 | 0.80 (0.37, 1.71) | .56 | -4.48 (-8.46, -0.50) | .027 | |
| Married (reference category) | 1.00 | 1.00 | |||||
| Employment status | .65 | .34 | |||||
| Unemployed | 1.33 (0.64, 2.79) | .45 | 1.17 (0.43, 3.19) | .76 | -0.55 (-3.02, 1.92) | .66 | |
| Not in labor force | 0.92 (0.55, 1.55) | .75 | 0.67 (0.36, 1.22) | .20 | 1.28 (-2.58, 5.14) | .52 | |
| Employed full/part time (reference category) | 1.00 | 1.00 | |||||
| Attitudes toward professional help seeking (ATSPPH-SF) | 1.02 (0.99, 1.06) | .23 | 1.05 (1.00, 1.10) | .05 | -2.42 (-6.76, 1.93) | .006 | |
| Home Internet/hardware | 0.79 (0.33, 1.92) | .61 | 1.58 (0.57, 4.34) | .38 | -0.63 (-3.14, 1.88) | .28 | |
| Work/school Internet/hardware | 0.75 (0.45, 1.26) | .28 | 1.21 (0.64, 2.26) | .56 | -0.10 (-2.41, 2.21) | .62 | |
| Frequently use home Internet | 1.17 (0.72, 1.89) | .53 | 1.26 (0.68, 2.31) | .46 | -1.37 (-4.55, 1.80) | .93 | |
| Frequently use work/school Internet | 0.52 (0.26, 1.06) | .07 | 1.12 (0.53, 2.37) | .77 | -0.03 (-0.14, 0.07) | .40 | |
| Depression symptoms (PHQ-9) | 1.02 (0.96, 1.07) | .54 | 1.04 (0.97, 1.11) | .30 | 0.26 (0.07, 0.44) | .10 | |
| Anxiety symptoms (GAD-7) | 1.00 (0.95, 1.06) | .95 | 0.98 (0.91, 1.05) | .59 | 0.22 (-0.04, 0.49) | .27 | |
| Suicidal ideation | 0.99 (0.96, 1.02) | .48 | 1.02 (0.99, 1.06) | .23 | -0.15 (-0.43, 0.12) | .53 | |
| Constant/intercept | 0.36 (0.05, 2.70) | .32 | 0.60 (0.06, 6.36) | .67 | 0.04 (-0.09, 0.17) | .046 | |