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Updated: Aug 14, 2025

Measuring the Switch Cost of Smartphone Use While Walking
Published on: April 30, 2020
Resilience and problematic smartphone use: a moderated mediation model.
Zejun Hao1, Liangyi Jin2, Jinzi Huang3
1Institute of Foreign Languages, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, 110122, People's Republic of China.
Resilience negatively impacts problematic smartphone use (PSU), with social support and school belonging acting as key mediators. Habitual smartphone use also moderates this relationship, influencing PSU development.
Area of Science:
- Psychology
- Digital Health
- Sociology
Background:
- Problematic smartphone use (PSU) is increasingly recognized for its negative correlation with individual resilience.
- Further investigation is needed to fully understand the complex mechanisms linking resilience and PSU.
Purpose of the Study:
- To examine the relationship between resilience and problematic smartphone use (PSU) among Chinese undergraduate students.
- To investigate the mediating roles of perceived social support and school belonging in this relationship.
- To explore the moderating effect of habitual smartphone use on the resilience-PSU link.
Main Methods:
- A cross-sectional study design was employed.
- Stratified random cluster sampling recruited 834 Chinese undergraduate students (aged 17-24).
- Self-reported questionnaires assessed resilience, perceived social support, school belonging, habitual, and problematic smartphone use.
Main Results:
- Resilience directly and indirectly predicted PSU, with perceived social support and school belonging acting as significant mediators.
- Habitual smartphone use demonstrated a significant moderating effect on the relationship between resilience and perceived social support, school belonging, and PSU.
Conclusions:
- This study confirms the negative influence of resilience on PSU, highlighting the mediating roles of perceived social support and school belonging.
- The findings underscore the significant moderation effect of habitual smartphone use in the development of PSU, offering insights for intervention strategies.
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