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August 2, 2026BMC PsychologyOpen Access

Unveiling symptom-level pathways: a network analysis of fear of missing out and mobile phone addiction among Chinese college students

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Authors

HYHe YangTPTing PanSHSongyue Hong

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Overview

Network analysis reveals central and bridge symptoms of fear of missing out and mobile phone addiction in college students, indicating critical relationships.

Key Points

  • The study aims to explore the structural relationships between fear of missing out and mobile phone addiction, identifying critical nodes within the network.
  • Sample of 1,616 Chinese college students aged 18–25 completed the Fear of Missing Out Scale and Mobile Phone Addiction Index.
  • Network analysis was employed to estimate network structure, utilizing Expected Influence and Bridge Expected Influence to identify key symptoms.
  • Analysis focused on interrelationships between specific dimensions of mobile phone addiction and items of fear of missing out.
  • Stronger connections were found within the fear of missing out and mobile phone addiction communities than between them.
  • 'Feeling anxiety and lost' and 'Wasting time on tracking information' emerged as the most influential nodes with high Expected Influence and Bridge Expected Influence values.
  • Several meaningful cross-community connections were identified, warranting further exploration of these relationships.

Cite This Study

Yang et al. (2026) studied this question.

synapsesocial.com/papers/6a6eeb201b0468a7eeab40echttps://doi.org/10.1186/s40359-026-05257-z
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