Evidence map›Paper›PMID 41497717›Full record

ArticleFrontiers in public health2025

Enablers of students' health-promoting lifestyle: evidence from PLS-SEM and fsQCA.

Lanxing Zhang, Fuxue Zhao

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

2 authors.

Lanxing ZhangHubei Collaborative Innovation Center for Scientific Sports and Health Promotion, Wuhan Sports University, Wuhan, China.
Fuxue ZhaoHubei Collaborative Innovation Center for Scientific Sports and Health Promotion, Wuhan Sports University, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Adolescent health-promoting lifestyles, which are of global concern, significantly influence personal well-being. Previous research has highlighted the close connection between emotional competence and adolescent health behaviors and lifestyles. However, there is limited understanding of the underlying mechanisms between specific dimensions of emotional competence and adolescent health-promoting lifestyles. The study included 1,163 adolescents (female = 52.5%, age mean = 13.29, SD = 0.8) structural equation model (SEM) and fuzzy set qualitative comparative analysis (fsQCA) were used to investigate the interrelationships among adolescents' emotional competence, body image, social media use, and the promotion of a healthy lifestyle. According to the SEM results, emotional regulation, self-control, and empathy can all account for body image and subsequently affect adolescent health-promoting lifestyles. The results of fsQCA indicate that there are multiple configurations among emotional regulation, empathy, self-control, body appreciation, and social media use that lead to a high level of health-promoting lifestyle for adolescents. Furthermore, social media use was found to positively moderate the relationship between body appreciation and a health-promoting lifestyle. These findings can assist families and schools in formulating corresponding strategies during adolescent growth, help adolescents enhance their emotional competence, and establish a positive body image to promote the formation of a health-promoting lifestyle.

Indexed as

Adolescent BehaviorHealth PromotionHealthy LifestyleStudentsAdolescentBody ImageBody SatisfactionEmotional RegulationEmpathyFemaleHumansLife StyleMaleSelf-ControlSocial Mediaadolescence health-promoting lifestylebody imageemotion regulationempathyself-control

Identifiers

PMID41497717
PMCPMC12767218

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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.