Evidence map›Paper›PMID 42368916›Full record

ArticleFrontiers in public health2026

The relationship among college students' mobile phone addiction, bedtime procrastination, and physical activity: a cross-lagged study.

Jiao Xu, Bo Li

Abstract read
In one paragraph

Article in Frontiers in public health, 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

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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

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5 · Who and what money

Authors and funding

2 authors.

Jiao XuSchool of Sport and Health Sciences, Sichuan Technology and Business University, Meishan, Sichuan, China.
Bo LiDepartment of Sports Training, Chengdu Sport University, Chengdu, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aim: In Chinese universities, mobile phone addiction (MPA) and bedtime procrastination (BP) are common and associated with adverse outcomes, whereas physical activity (PA) reliably benefits mental and physical health. Nevertheless, their longitudinal interplay remains underexplored. Accordingly, grounded in self-regulation theory, this longitudinal study examined the dynamic associations and potential causal pathways among MPA, BP, and PA in university students, in order to inform theory and guide future research. Methods: A total of 376 university students completed a valid questionnaire on problematic MPA, BP and PA at two points in time 3 months apart. A cross-lagged model was used to examine the longitudinal relationships between these factors. Results: Mobile phone addiction, BP, and PA exhibited complex temporal interrelations. Longitudinal path analyses indicated that: (1) mobile phone addiction (MPA), bedtime procrastination (BP) and physical activity (PA) all exhibited significant self-predictive effects between the two time points (MPA: Conclusion: The findings suggest MPA intensifies BP and reduces PA engagement, potentially creating a self-perpetuating cycle. Therefore, promoting PA may counter both MPA and BP, providing empirical support for targeted university interventions on students' phone use and sleep behaviors.

Indexed as

Behavior, AddictiveCell PhoneExerciseInternet Addiction DisorderProcrastinationStudentsChinaFemaleHumansLongitudinal StudiesMaleSurveys and QuestionnairesUniversitiesYoung Adultbedtime procrastinationcollege studentscross-lagged studymobile phone addictionphysical activity

Identifiers

PMID42368916
PMCPMC13293857

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.