Evidence map›Paper›PMID 42559015›Full record

ArticleFrontiers in psychiatry2026

Disentangling stable traits from dynamic processes: a longitudinal investigation of academic burnout and problematic mobile phone use.

Guanghui Shen, Yunong Han, Sheng Xu, Lili Chen, Xiuhong Xu, Xinyu Hu, Zixin Ye, Li Chen, Yu Li

Abstract read
In one paragraph

Article in Frontiers in psychiatry, 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Guanghui Shen *Department of Child Psychiatry, Wenzhou Seventh People's Hospital, Wenzhou, China.
Yunong Han *School of Mental Health, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Sheng XuSchool of Mental Health, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Lili ChenDepartment of Pediatrics, The Second Hospital of Hebei Medical University, Shijiazhuang, China.
Xiuhong XuDepartment of Teacher Education, Lishui University, Lishui, Zhejiang, China.
Xinyu HuSchool of Mental Health, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Zixin YeSchool of Mental Health, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Li ChenSchool of Mental Health, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Yu LiMental Health Education Center of School of Marxism, Zhejiang Gongshang University, Hangzhou, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Problematic mobile phone use (PMPU) has become a prevalent behavioral concern among university students, particularly in China. Although academic burnout is considered a key stressor, the temporal directionality between burnout and PMPU remains inconclusive. This study aimed to clarify their longitudinal relationship using a Random Intercept Cross-Lagged Panel Model (RI-CLPM). Methods: A three-wave longitudinal design was employed among Chinese university freshmen (N = 4,903; mean age = 19.28 years; 59.7% female), with data collected at six-month intervals over one year. Academic burnout and PMPU were assessed using validated self-report scales. RI-CLPM was applied to disentangle between-person and within-person effects. Measurement invariance and gender invariance were also tested. Result: At the between-person level, academic burnout was positively associated with PMPU ( Conclusion: The findings provide longitudinal evidence that higher levels of academic burnout prospectively predict subsequent increases in PMPU. PMPU may reflect a maladaptive coping response to academic resource depletion. These findings suggest that interventions targeting academic burnout may help reduce subsequent risk for PMPU.

Indexed as

academic burnoutlongitudinallongitudinal studyproblematic mobile phone useuniversity freshmen

Identifiers

PMID42559015
PMCPMC13439232

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.