Evidence map›Paper›PMID 42352867›Full record

ArticleBehavioral sciences (Basel, Switzerland)2026

Longitudinal Associations Among Academic Burnout, Fear of Missing Out, and Smartphone Use Addiction in Chinese University Students: A Two-Wave Study.

Rubin Shi, Ruiqin Xie, Weiyi Xie, Lei Mo

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 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

What it found

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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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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

4 authors.

Rubin ShiCenter for Studies of Psychological Application, South China Normal University, Guangzhou 510631, China.ORCID 0009-0003-2084-1712
Ruiqin XieCenter for Education and Development of Nanhai District, Foshan 528299, China.
Weiyi XieSchool of Public Administration, South China Agricultural University, Guangzhou 510642, China.ORCID 0000-0002-8154-7248
Lei MoCenter for Studies of Psychological Application, South China Normal University, Guangzhou 510631, China.ORCID 0000-0001-8586-7508

Funding

the Guangdong Province Youth Research Joint Construction Project in 2025 2025GJ046the Major Planning Project of Philosophy and Social Science of Guangdong Province GD23ZD17the MOE Major Special Project of Philosophical and Social Sciences Research 2025JZDZ024the MOE Project of Key Research Institute of Humanities and Social Sciences in Universities 22JJD190007
6 · The paper itself

Abstract

Smartphone use addiction and academic burnout represent prevalent phenomena, and existing research indicates a strong positive association between them. However, the longitudinal associations and potential explanatory mechanisms underlying this association remain insufficiently examined. This research explored the reciprocal influences between academic burnout and smartphone use addiction across time, while also examining whether fear of missing out (FoMO) functions as a central mediating mechanism. This research utilized a two-wave longitudinal design, with data collected from participants at two time points separated by a six-month interval. The sample consisted of 893 students from a university in South China. Measures included the Adolescent Student Burnout Inventory, the Fear of Missing Out Scale, and the Mobile Phone Addiction Scale. This research employed an analytical method of cross-lagged panel models with mediating effects. The results demonstrated that smartphone use addiction and academic burnout positively predicted each other over time. Furthermore, FoMO significantly mediated these bidirectional longitudinal associations. These results provide preliminary evidence for bidirectional temporal associations between academic burnout and smartphone use addiction and identify FoMO as one potential mechanism linking the two phenomena over time. These findings offer practical insights for developing targeted intervention strategies to address these interrelated issues among university students.

Indexed as

academic burnoutcross-lagged panel analysisfear of missing outsmartphone use addiction

Identifiers

PMID42352867
PMCPMC13296214

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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.