Evidence map›Paper›PMID 42558215›Full record

ArticleFrontiers in psychology2026

Smartphone addiction, emotional coping strategies, and mental health symptoms in Chinese university students: a gender-based analysis.

Xu Liu, Zhenggui Gu, Lulu Shi

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Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Xu LiuSchool of Educational Sciences, Xinxiang University, Xinxiang, Henan, China.
Zhenggui GuSchool of Music, Xinxiang University, Xinxiang, Henan, China.
Lulu ShiDepartment of Human Development and Family Studies, Faculty of Human Ecology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Smartphone addiction is an increasing mental health concern among university students, yet the emotional coping correlates related to this association remain insufficiently understood. This issue is strategically important in Chinese higher education because university students represent a large digitally embedded population facing academic, developmental, and psychosocial pressures. This study examined the cross-sectional associations among elevated addiction-like smartphone use, emotional coping strategies, mental health symptoms, and gender among Chinese university students who met the SAS-SV screening threshold. Methods: Guided by stress-coping theory, this study used convenience recruitment followed by criterion-based screening. A total of 2,401 students from two public universities in China completed the Smartphone Addiction Scale-Short Version (SAS-SV) screening procedure, and 1,276 students who met the SAS-SV screening threshold were included in the final analysis. Elevated addiction-like smartphone use was assessed using the SAS-SV, mental health symptoms using the Kessler Psychological Distress Scale (K10), and emotional coping strategies using the Emotion Regulation Questionnaire (ERQ), including reinterpretation strategy and suppression strategy. Direct and indirect statistical associations were tested using partial least squares structural equation modelling (PLS-SEM). Measurement invariance was evaluated before gender-based multigroup analysis. Results: Smartphone addiction was positively associated with mental health symptoms ( Conclusion: The findings identify theoretically meaningful cross-sectional associations among smartphone addiction, emotional coping strategies, and mental health symptoms. Suppression and reinterpretation strategies showed different patterns of association with mental health symptoms, suggesting that emotional coping strategies may be relevant targets for future longitudinal and intervention research. As the data were collected at a single time point, the observed relationships cannot support causal inference and should instead be interpreted as associations.

Indexed as

emotional coping strategiesgender differencesmental health symptomsPLS-SEMsmartphone addiction

Identifiers

PMID42558215
PMCPMC13437285

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