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August 19, 2026Clinical Psychologist

Why undergraduate freshmen experience problematic smartphone use? A predisposing variables perspective

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Authors

ZWZihao Wang

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Overview

Survey study reveals a 21.38% prevalence of problematic smartphone use in college freshmen, indicating depression and anxiety are central predisposing factors.

Key Points

  • To assess the prevalence of problematic smartphone use among undergraduate freshmen and evaluate the relative importance and network interactions of individual predisposing variables.
  • Administered an online questionnaire assessing predisposing psychological variables to undergraduate freshmen (N=1,118; 666 women, 452 men; mean age 18.19 ± 0.66 years) at a university in Anhui Province, China.
  • Problematic smartphone use (PSU) occurred at a prevalence rate of 21.38% among the surveyed freshmen.
  • Levels of predisposing variables differed significantly between PSU and non-PSU groups, with depression emerging as the core variable strongly linked to anxiety.
  • Network analysis demonstrated significant differences in the overall structural organization of predisposing variables between PSU and non-PSU groups.

Cite This Study

Zihao Wang (2026) studied this question.

synapsesocial.com/papers/6a85636403308d306e2d67b3https://doi.org/10.1080/13284207.2026.2713433
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