Evidence map›Paper›PMID 42729215›Full record

ArticleFrontiers in psychology2026

Heterogeneity manifestation and formation mechanism of school youth sports activity quality: a multi-case comparative study based on the configurational perspective.

Yang Liu, Jiesen Yin

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Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited 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

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No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

2 authors.

Yang LiuDepartment of Physical Education, Changzhou Vocational Institute of Textile and Garment, Changzhou, Jiangsu, China.
Jiesen YinDepartment of Physical Education, Wuxi University of Technology, Wuxi, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Improving school-based youth sports activities is an important objective of health and education policy, yet schools continue to differ markedly in implementation quality. Methods: This study combined multi-case comparison with fuzzy-set qualitative comparative analysis (fsQCA) to examine how policy, resources, organization, curriculum, teachers, facilities, evaluation, and student experience jointly shape activity quality. Five schools representing resource-driven, organizationally innovative, and resource-constrained contexts were analyzed. Results: Organizational leadership displayed quasi-necessary characteristics but was not sufficient alone. Eight high-quality and eight low-quality configurations were identified. High-quality outcomes reflected either the effective transformation of resource advantages or organizational compensation under moderate resources, whereas low-quality outcomes arose from weak foundational support or failures in organizational transformation. Student experience played a process-related role in several configurations. Sensitivity tests showed that the main explanatory structure remained broadly stable across the tested settings. Discussion: School youth sports activity quality is shaped by combinations of conditions rather than by a single factor. Given the five-school case base, the identified pathways should be interpreted as exploratory mechanisms within the examined schools rather than as estimates of their prevalence in a wider population.

Indexed as

configuration analysisexact matchformation mechanismquality heterogeneityyouth sports

Identifiers

PMID42729215
PMCPMC13561778

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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.