Evidence map›Paper›PMID 41477605›Full record

ArticleFrontiers in psychology2025

Investigating the influence of adolescents' social and emotional skills on health behavior: a moderated mediation analysis.

Cixian Lv, Zihan Wang, Haoran Cui, Kejun Zhang, Xiuli Wang, Xinghua Wang, Taghreed A Alsudais, Shifei Duan

Abstract read
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Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Cixian LvSchool of Education Science, Qingdao University, Qingdao, Shandong, China.
Zihan WangSchool of Education Science, Qingdao University, Qingdao, Shandong, China.
Haoran CuiSchool of Education Science, Qingdao University, Qingdao, Shandong, China.
Kejun ZhangSchool of Education Science, Qingdao University, Qingdao, Shandong, China.
Xiuli WangQingdao Shinan District Teaching and Research Center, Qingdao, Shandong, China.
Xinghua WangSchool of Education Science, Qingdao University, Qingdao, Shandong, China.
Taghreed A AlsudaisCollege of Education and Human Development, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia.
Shifei DuanCollege of Education, Zhejiang University, Hangzhou, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In the context of heightened social competition and increasing academic pressure, promoting the healthy development of adolescents has become a critical concern. This study investigates the impact and mechanisms through which adolescents' social and emotional skills influence their health behavior. Specifically, we hypothesized that social and emotional skills would positively affect health behavior, with test and class anxiety mediating and satisfaction with interpersonal relationships moderating this relationship. Methods: Using data from the 2023 OECD Survey on Social and Emotional Skills, this study employed a moderated mediation model to analyze the relationships between variables. The sample consisted of 6,737 adolescents, comprising 3,454 10-year-olds (51.3%) and 3,283 15-year-olds (48.7%); 3,484 were boys (51.7%) and 3,253 were girls (48.3%). Key variables assessed included social and emotional skills (e.g., task performance, emotional regulation), health behaviors (e.g., diet, exercise, sleep), test and class anxiety, and satisfaction with interpersonal relationships. Statistical analyses included Harman's single-factor test for common method bias, correlation analysis, regression analysis, and PROCESS macro in SPSS to test mediation and moderation effects. Results: The study found that adolescents' social and emotional skills positively influence their health behavior, with a significant direct effect (β = 0.375, Conclusion: This study highlights the critical role of social and emotional skills in promoting healthy behaviors among adolescents and underscores the importance of interpersonal relationships in moderating these effects. The results provide insights for policymakers and educators to design interventions that foster both social and emotional skills and supportive relational environments to enhance adolescent wellbeing.

Indexed as

health behaviormoderated mediationsatisfaction with the interpersonal relationshipssocial and emotional skillstest and class anxiety

Identifiers

PMID41477605
PMCPMC12747996

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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.