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. 2021 Apr 19;23(4):e20954. doi: 10.2196/20954

Table 3.

Mediation analyses of the effects of exercise identity on Instagram use and physical activity levels.a

Effects B 95% CI β P value
Instagram PAbphotos—PA levels (METc3/week)d




Path a: Instagram PA photos—exercise identity 0.10 0.01 to 0.18 .33 .02

Path b: Exercise identity—PA levels 34.0 11.66 to 56.36 .51 <.01

Path c: Instagram PA photos—PA levels –3.65 –9.70 to 2.39 –.18 .22
Instagram PA following—PA levels (MET3/week)e




Path a: Instagram PA following—exercise identity 3.18 1.02 to 5.33 .48 <.001

Path b: Exercise identity—PA levels 29.34 7.16 to 51.52 .44 .01

Path c: Instagram PA following—PA levels 32.75 –129.17 to 194.68 .06 .68
Instagram PA “likes”—PA levels (MET3/week)f




Path a: Instagram PA “likes”—exercise identity 0.02 –0.01 to 0.06 .21 .17

Path b: Exercise identity—PA levels 28.6 6.75 to 50.47 .43 .01

Path c: Instagram PA “likes”—PA levels 0.28 –2.06 to 2.61 .04 .81

aModel covariates include age, gender, B (unstandardized beta), and β (standardized beta).

bPA: physical activity.

cMET: metabolic equivalent of task.

dIndirect effect: 3.28 (95% CI 0.54 to 8.11); direct effect: –3.65 (95% CI –9.70 to 2.39).

eIndirect effect: 91.9 (95% CI 36.93 to 174.82); direct effect: 60.53 (95% CI –115.15 to 236.21).

fIndirect effect: 0.69 (95% CI –0.10 to 2.28); direct effect: 0.28 (95% CI –2.06 to 2.61).