Table 2.
Moderated regression analyses assessing main and interactive effects of the impact of time spent on social media, total number of social media accounts used, and exposure to weight loss content on body image and disordered eating behaviors.
Step | Body Appreciation Scale | |||||||||||||||
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B (95 % CI) | β | t | R2 | ΔR (Dean, 2021) | ΔF | df | B (95 % CI) | β | t | R2 | ΔR (Dean, 2021) | ΔF | df | |||
| ||||||||||||||||
1 | Gender | 0.46 (0.15, 0.77) | 0.18 | 2.92* | 0.15 | 0.15 | 20.00*,# | 2232 | Gender | 0.47 (0.15, 0.78) | 0.18 | 2.99* | 0.12 | 0.12 | 16.00*,# | 2225 |
BMI | −0.06 (−0.08, −0.03) | −0.25 | −3.99*,# | BMI | −0.05 (−0.08, −0.02) | −0.22 | −3.49*,# | |||||||||
2 | Min SM | −0.001 (−0.002, 0.001) | −0.06 | −0.80 | 0.20 | 0.05 | 6.95*,# | 2230 | # SM | −0.04 (−0.10, 0.01) | −0.11 | −1.62 | 0.17 | 0.05 | 6.05*,# | 2223 |
WL | −0.62 (−0.99, −0.26) | −0.21 | −3.37*,# | WL | −0.60 (−0.98, −0.23) | −0.21 | −3.20*,# | |||||||||
3 | Min SM × WL | 0.000 (−0.003, 0.002) | −0.02 | −0.32 | 0.20 | 0.00 | 0.10 | 1229 | # SM × WL | 0.06 (−0.06, 0.18) | 0.07 | 0.98 | 0.17 | 0.004 | 0.95 | 1222 |
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Step | Fear of Negative Appearance Evaluation Scale | |||||||||||||||
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B (95 % CI) | β | t | R2 | ΔR (Dean, 2021) | ΔF | df | B (95 % CI) | β | t | R2 | ΔR (Dean, 2021) | ΔF | df | |||
| ||||||||||||||||
1 | Gender | −0.81 (−1.10, −0.51) | −0.32 | −5.41*,# | 0.18 | 0.18 | 24.43*,# | 2227 | Gender | −0.81 (−1.10, −0.51) | −0.32 | −5.44*,# | 0.17 | 0.17 | 23.15*,# | 2221 |
BMI | 0.02 (−0.003, 0.05) | 0.11 | 1.73 | BMI | 0.02 (−0.01, 0.04) | 0.07 | 1.19 | |||||||||
2 | Min SM | 0.001 (−0.001, 0.002) | 0.06 | 0.79 | 0.24 | 0.07 | 10.03*,# | 2225 | # SM | 0.07 (0.02, 0.12) | 0.19 | 2.80* | 0.27 | 0.09 | 13.83*,# | 2219 |
WL | 0.70 (0.35, 1.04) | 0.25 | 4.02*,# | WL | 0.70 (0.36,1.04) | 0.25 | 4.06*,# | |||||||||
3 | Min SM × WL | 0.001 (−0.001, 0.003) | 0.05 | 0.68 | 0.25 | 0.002 | 0.46 | 1224 | # SM × WL | −0.01 (−0.12, 0.10) | −0.01 | −0.14 | 0.27 | 0.000 | 0.02 | 1218 |
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Step | Binge eating frequency | |||||||||||||||
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B (95 % CI) | β | t | R2 | ΔR (Dean, 2021) | ΔF | df | B (95 % CI) | β | t | R2 | ΔR (Dean, 2021) | ΔF | df | |||
| ||||||||||||||||
1 | Gender | −1.11 (−2.30, 0.09) | −0.11 | −1.83 | 0.14 | 0.14 | 18.56*,# | 2233 | Gender | −1.44 (−2.64, −0.24) | −0.15 | −2.37* | 0.11 | 0.11 | 13.89*,# | 2226 |
BMI | 0.22 (0.12, 0.33) | 0.25 | 4.15*,# | BMI | 0.17 (0.06, 0.29) | 0.19 | 3.07*,# | |||||||||
2 | Min SM | −0.002 (−0.01, 0.003) | −0.06 | −0.85 | 0.20 | 0.06 | 8.86*,# | 2231 | # SM | 0.14 (−0.06, 0.29) | 0.10 | 1.40 | 0.18 | 0.07 | 9.31*,# | 2224 |
WL | 2.54 (1.14, 3.94) | 0.22 | 3.58*,# | WL | 2.67 (1.27, 4.08) | 0.24 | 3.75*,# | |||||||||
3 | Min SM × WL | 0.01 (0.01, 0.02) | 0.22 | 2.97*,# | 0.23 | 0.03 | 8.79*,# | 1230 | # SM × WL | 0.10 (−0.35, 0.55) | 0.03 | 0.44 | 0.18 | 0.001 | 0.19 | 1223 |
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Step | Frequency of vomiting | |||||||||||||||
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B (95 % CI) | β | t | R2 | ΔR (Dean, 2021) | ΔF | df | B (95 % CI) | β | t | R2 | ΔR (Dean, 2021) | ΔF | df | |||
| ||||||||||||||||
1 | Gender | −0.22 (−0.78, 0.34) | −0.05 | −0.77 | 0.02 | 0.02 | 2.05 | 2233 | Gender | −0.32 (−0.91, 0.26) | −0.07 | −1.09 | 0.02 | 0.02 | 1.94 | 2226 |
BMI | 0.01 (−0.04, 0.06) | 0.03 | 0.45 | BMI | 0.02 (−0.04, 0.07) | 0.05 | 0.69 | |||||||||
2 | Min SM | 0.001 (−0.002, 0.003) | 0.05 | 0.63 | 0.05 | 0.04 | 4.37* | 2231 | # SM | −0.01 (−0.11, 0.09) | −0.01 | −0.17 | 0.04 | 0.02 | 2.41 | 2224 |
WL | 0.60 (−0.05, 1.25) | 0.12 | 1.81 | WL | 0.75 (0.07, 1.44) | 0.15 | 2.16 | |||||||||
3 | Min SM × WL | 0.004 (0.000, 0.01) | 0.14 | 1.79 | 0.07 | 0.01 | 3.20 | 1230 | # SM × WL | 0.03 (−0.19, 0.25) | 0.02 | 0.26 | 0.04 | 0.000 | 0.07 | 1223 |
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Step | Frequency of laxative use | |||||||||||||||
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B (95 % CI) | β | t | R2 | ΔR (Dean, 2021) | ΔF | df | B (95 % CI) | β | t | R2 | ΔR (Dean, 2021) | ΔF | df | |||
| ||||||||||||||||
1 | Gender | −0.43 (−1.12, 0.25) | −0.08 | −1.24 | 0.03 | 0.03 | 4.06* | 2233 | Gender | −0.59 (−1.28, 0.10) | −0.11 | −1.70 | 0.05 | 0.05 | 6.44*,# | 2226 |
BMI | 0.03 (−0.03, 0.09) | 0.07 | 1.09 | BMI | 0.06 (−0.002, 0.13) | 0.13 | 1.92 | |||||||||
2 | Min SM | −0.001 (−0.004, 0.002) | −0.06 | −0.74 | 0.07 | 0.03 | 4.05* | 2231 | # SM | −0.02 (−0.14, 0.10) | −0.02 | −0.31 | 0.08 | 0.02 | 2.77 | 2224 |
WL | 0.90 (0.09, 1.70) | 0.15 | 2.20* | WL | 0.83 (0.02, 1.64) | 0.14 | 2.03* | |||||||||
3 | Min SM × WL | 0.01 (0.002, 0.01) | 0.22 | 2.73* | 0.10 | 0.03 | 7.45* | 1230 | # SM × WL | 0.28 (0.02, 0.54) | 0.15 | 2.10* | 0.10 | 0.02 | 4.39* | 1223 |
Note: B, β and t reflect values from the final regression equation; BMI = body mass index, Min SM = minutes spent daily on social media, # SM = total number of social media accounts, WL = exposure to weight loss content.
p < .05 (Bonferroni adjusted).
p < .003 (Bonferroni adjusted).