Evidence map›Paper›PMID 42141137›Full record

ArticleScientific reports2026

Sports and exercise and changes in college students' phubbing behavior: based on latent growth and cross-lagged models.

Ai Ping Zhang, Yanhong Shao, Wanli Zang, Xinjuan Zhao, Xiaowei Feng

Abstract read
In one paragraph

Article in Scientific reports, 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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Ai Ping ZhangSchool of Physical Education, Leshan Normal University, Leshan, China.
Yanhong ShaoXiangshui Teacher Development Center, Yancheng, China.
Wanli ZangPostgraduate School, Harbin Sport University, Harbin, China.
Xinjuan ZhaoSchool of Physical Education, Leshan Normal University, Leshan, China.
Xiaowei FengSchool of Football, Hainan Normal University, No. 1 School Road, Meilan District, Haikou City, Hainan Province, China. fengxiaowei@std11.cn.

Funding

2023 Sichuan University Students Sports Association project 23CDTXQ004School-level Leshan Normal University training project 2052-20165Sichuan Federation of Social Sciences TY2021303Ziyang Federation of Social Sciences GT-02202104
6 · The paper itself

Abstract

This study aimed to investigate the bidirectional longitudinal relationship between sports and exercise and phubbing behavior among university students, with particular emphasis on their dynamic individuals with high initial levelss and developmental trajectories, thereby providing evidence-based interventions for promoting healthier lifestyle behaviors in this population. Using a cluster sampling approach, 689 college students (mean age = 20.34 years) were recruited from four universities in China and surveyed at three time points over one year, with 585 valid questionnaires retained for analysis. The "Physical Activity Rating Scale (PARS-3)" and the "General Scale for Phubbing Behavior (GSPB)" were employed to measure the variables. Cross-lagged regression models and parallel latent growth modeling (PLGM) were applied. Both sports and exercise and phubbing behavior exhibited significant longitudinal stability. Phubbing behavior negatively predicted subsequent levels of sports and exercise (β = -0.28), with this effect being stronger than the reverse prediction (β = -0.24). (2) Higher initial levels of phubbing behavior not only negatively predicted subsequent sports and exercise levels but also negatively predicted the rate of increase in sports and exercise over time (β = -0.35). (3) Conversely, higher initial levels of sports and exercise were significantly associated with lower levels of phubbing behavior. Sports and exercise may serve as a protective factor against the development of phubbing behavior, while excessive phubbing behavior significantly inhibits engagement in sports and exercise. Targeted interventions-such as promoting sports and exercise programs, psychological counseling, and peer-based reminder systems-are recommended to mitigate the adverse effects of phubbing behavior and foster healthier lifestyles among college students.

Indexed as

ExerciseHealth BehaviorSportsStudentsAdultChinaFemaleHumansLongitudinal StudiesMaleSurveys and QuestionnairesUniversitiesYoung AdultCross-lagged modelLatent growth modelPhubbing behaviorSports and exercise

Identifiers

PMID42141137
PMCPMC13369430

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.