Evidence map›Paper›PMID 41567458›Full record

ArticleFrontiers in psychology2025

Social-emotional architecture of adolescent success: a mixed-methods investigation of social-emotional learning pathways in Chinese secondary education.

Lihua Qi, Wilson Cheong Hin Hong, Lifang Xue, Xiaoshu Xu, Wei Wei

Abstract read
In one paragraph

Article in Frontiers in psychology, 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

5 authors.

Lihua QiFaculty of Applied Sciences, Macao Polytechnic University, Macau, Macao SAR, China.
Wilson Cheong Hin HongFaculty of Innovative Hospitality Management, Macao University of Tourism, Macau, Macao SAR, China.
Lifang XueSchool of Foreign Studies, Wenzhou University, Wenzhou, China.
Xiaoshu XuFaculty of Applied Sciences, Macao Polytechnic University, Macau, Macao SAR, China.
Wei WeiFaculty of Applied Sciences, Macao Polytechnic University, Macau, Macao SAR, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study investigates the relationship between social-emotional learning (SEL) competencies and online addictive behaviors among Chinese adolescents, using the Collaborative for Academic, Social, and Emotional Learning (CASEL) framework as a conceptual foundation. Methods: Drawing on a mixed-methods design, quantitative data were collected from 664 secondary students across 12 cities with a 63- item SEL questionnaire, and qualitative insights were obtained through semistructured interviews with 20 students. Results: Exploratory factor analysis identified a robust 12-factor structure that aligned with key SEL constructs; thematic analysis highlighted the interconnected nature of emotional regulation, relationship quality, and behavioral control in adolescents' daily lives, while structural equation modeling confirmed significant pathways linking self-awareness, self-management, and social awareness to reduced online addictive behaviors, mediated by academic stress, interpersonal functioning, and mental health. Discussion: Findings underscore the protective role of SEL competencies in fostering digital resilience, academic engagement and psychosocial well-being, suggesting social and mental factors are greater determinants of problematic behavior than academic stress. This study provides one of the first empirical models linking SEL and digital behavior in a non-Western context, offering theoretical extensions to the CASEL model and practical guidance for school-based interventions. Implications for curriculum development and policy emphasize the urgent need to integrate SEL into national education strategies to support adolescent development in the digital era.

Indexed as

adolescentsChinacollaborative for academicdigital resilienceonline addictive behaviorsocial–emotional learning

Identifiers

PMID41567458
PMCPMC12816343

What OpenQuestion holds

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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.