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. 2023 Jul 24;6(7):e2324389. doi: 10.1001/jamanetworkopen.2023.24389

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.

a

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.

b

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.

c

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.

d

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.