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. 2026 Oct 6;17:1860144. doi: 10.3389/fpsyg.2026.1860144

Table 4.

Total, direct and indirect effects of perceived social support on smartphone addiction.

Effect β Boot. SE 95% CI
Total effect (c) −0.231 0.016 [−0.263, −0.200]
Direct effect (c′: SS → SA) 0.020 0.013 [−0.006, 0.047]
SS → Experiential avoidance → SA −0.194 0.010 [−0.214, −0.175]
SS → Depressive symptoms → SA −0.017 0.003 [−0.024, −0.012]
SS → Anxiety symptoms → SA −0.016 0.003 [−0.021, −0.011]
SS → Depressive symptoms → Experiential avoidance → SA −0.013 0.002 [−0.018, −0.009]
SS → Anxiety symptoms → Experiential avoidance → SA −0.011 0.002 [−0.015, −0.008]
Total indirect effect −0.252 0.011 [−0.275, −0.230]

SS, perceived social support; SA, smartphone addiction. Standardized coefficients. Standard errors and 95% percentile confidence intervals are based on 5,000 bootstrap resamples; an interval that excludes zero indicates a significant effect. All equations controlled for age, gender, only-child status, BMI category, parents’ education level, family size and self-rated physical health.