Network Characteristics of Depression and Internet Addiction Symptoms in Adolescents Affected by Bullying: A Comparative Study of Left-Behind and Non-Left-Behind Youth - Summary - MDSpire

Network Characteristics of Depression and Internet Addiction Symptoms in Adolescents Affected by Bullying: A Comparative Study of Left-Behind and Non-Left-Behind Youth

  • By

  • Qi Li

  • Jiannan Zheng

  • Zhijie Yan

  • Ruifeng Liu

  • April 28, 2026

  • 0 min

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Objective:

To investigate the comorbidity network characteristics of depressive symptoms and internet addiction among bullying-victimized adolescents and compare differences between left-behind and non-left-behind adolescents.

Key Findings:
  • Overall predictability of network nodes was 0.27.
  • Risky persistence and Tolerance had the highest strength centrality in the symptom network.
  • Principal bridge symptoms included Risky persistence, Escape coping, and Depressive affect.
  • No significant differences in network structure or global strength between left-behind and non-left-behind adolescents.
Interpretation:

Exposure to school bullying is a critical intervention target, with similar symptom network patterns observed in both left-behind and non-left-behind adolescents, suggesting that interventions should focus on bullying exposure and symptom severity rather than identity-based distinctions.

Limitations:
  • Cross-sectional design limits causal inferences.
  • Reliance on self-reported measures may introduce bias.
  • Generalizability may be limited to specific populations.
Conclusion:

Findings provide empirical evidence for developing integrated intervention strategies for adolescents exposed to school bullying, emphasizing the importance of addressing bullying exposure and symptom severity.

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