Table 1. Description and Reliability of Measures for Adolescent Outcomes and Social Media Practices by Gender Identity.
Variables | Reliability, Cronbach α | Mean (SD) | F value | P value | Effect size (partial η2) | ||
---|---|---|---|---|---|---|---|
Female | Male | TGNB | |||||
Outcome | |||||||
Depressiona | 0.93 | 2.22 (0.87) | 2.07 (0.93) | 2.80 (0.91) | 22.54 | <.001 | 0.035 |
Emotional problemsb | 0.84 | 1.98 (0.59) | 1.72 (0.63) | 2.33 (0.54) | 45.96 | <.001 | 0.070 |
Conduct problemsc | 0.71 | 1.52 (0.45) | 1.60 (0.50) | 1.68 (0.46) | 6.64 | <.001 | 0.011 |
Body imaged | 0.88 | 3.00 (1.01) | 3.52 (0.83) | 2.26 (0.91) | 79.87 | <.001 | 0.115 |
Social media variables | |||||||
Social media time | NA | 3.22 (2.00) | 3.05 (2.05) | 2.82 (1.73) | 1.61 | .20 | 0.003 |
Age at first smartphone | NA | 11.25 (1.99) | 11.28 (2.26) | 11.25 (2.09) | 0.31 | .74 | 0.001 |
Active use | 0.65 | 2.97 (0.95) | 3.45 (1.00) | 2.98 (0.90) | 30.74 | <.001 | 0.057 |
Passive use | NA | 3.74 (1.16) | 3.77 (1.11) | 3.74 (1.18) | 0.09 | .91 | 0.000 |
Problematic social media use | 0.83 | 1.13 (0.45) | 1.51 (0.56) | 1.12 (0.57) | 67.35 | <.001 | 0.117 |
School media literacy | NA | 2.92 (1.31) | 3.60 (1.25) | 2.15 (0.57) | 51.15 | <.001 | 0.090 |
Intentional breaks | NA | 4.93 (1.20) | 4.99 (1.18) | 4.92 (1.19) | 0.26 | .77 | 0.001 |
Social comparisons | 0.82 | 2.55 (1.06) | 2.94 (1.24) | 2.67 (1.08) | 13.37 | <.001 | 0.026 |
Cleaning and/or curating feed | 0.84 | 3.29 (1.40) | 3.41 (1.50) | 3.70 (1.39) | 3.757 | .02 | 0.007 |
Mindful social media use | 0.82 | 3.34 (1.34) | 3.25 (1.28) | 3.38 (1.45) | 0.644 | .53 | 0.001 |
Abbreviations: NA, not applicable; TGNB, transgender and nonbinary.
For transformations of depression outcome variables, the low depression group was 0 to 1.9, and the high depression group was 2.0 to 4.0.
For transformations of emotional problem outcome variables, the low emotional problem group was 0 to 1.9, and the high emotional problem group was 2.0 to 3.0.
For transformations of conduct problem outcome variables, the low conduct problem group was 0 to 1.9, and the high conduct problem group was 2.0 to 3.0.
For transformations of body image outcome variables, the low and/or moderate body image group was 1.0 to 2.9, and the high body image group was 3.0 to 5.0.