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

Overview

Revise to emphasize the implications of findings on bullying exposure for targeted interventions.

Background

School bullying is a prevalent issue that significantly impacts adolescents' mental health, leading to increased risks of depression and internet addiction. Understanding the interplay between these symptoms is crucial for developing effective interventions. This study provides insights into the symptom-level associations among bullying-victimized adolescents, which can inform clinical practices.

Data Highlights

The study included 15,984 bullying-victimized adolescents and utilized a mixed graphical model to analyze symptom networks.

Key Findings

  • The overall predictability of network nodes among bullying-victimized adolescents was 0.27.
  • Risky persistence and Tolerance were identified as the most central symptoms in the network.
  • Principal bridge symptoms included Risky persistence, Escape coping, and Depressive affect.
  • No significant differences in network structure or global strength were found between left-behind and non-left-behind adolescents (P > 0.05).
  • The network model demonstrated good stability, indicating reliable symptom relationships.

Clinical Implications

Clinicians should prioritize interventions that address the exposure to bullying as a primary factor influencing mental health outcomes. Strategies should focus on symptom severity rather than demographic distinctions to enhance the effectiveness of treatment for adolescents affected by bullying.

Conclusion

The study underscores the importance of addressing bullying exposure in mental health interventions for adolescents, highlighting the similarities in symptom networks among different youth groups. Targeted strategies can lead to more effective outcomes in managing depression and internet addiction.

References

  1. BMC Psychiatry, 2023 -- The effect of bullying victimization trajectory on internet gaming disorder and the mediating role of impaired resilience
  2. BMC Psychiatry, 2023 -- Exploring the Links Between Attachment Anxiety, Attachment Avoidance, Mentalization Skills, and Digital Addictions
  3. BMC Psychiatry, 2023 -- Connections Between Non-Suicidal Self-Injury and Cognitive Impairments in Depressed Adolescents
  4. BMC Psychiatry, 2023 -- Symptoms of Depression and Mobile Phone Dependency in Chinese Adolescents with Major Depressive Disorder
  5. United States Preventive Services Taskforce, 2023 -- Depression and Suicide Risk in Children and Adolescents: Screening
  6. CDC, 2023 -- Mental Health and Suicide Risk Among High School Students and Protective Factors
  7. MDPI, 2023 -- The Association Between Internet Addiction and Adolescents’ Mental Health: A Meta-Analytic Review
  8. Recommendation: Depression and Suicide Risk in Children and Adolescents: Screening | United States Preventive Services Taskforce
  9. Mental Health and Suicide Risk Among High School Students and Protective Factors — Youth Risk Behavior Survey, United States, 2023 | MMWR
  10. The Association Between Internet Addiction and Adolescents’ Mental Health: A Meta-Analytic Review

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