AI Insight
This study examined how multiple factors combine to influence the quality of youth sports programs in schools using qualitative comparative analysis of five cases. The research found that organizational leadership was nearly necessary but insufficient alone, and identified sixteen different configurations of conditions leading to either high or low quality outcomes. High-quality sports programs resulted from either effectively leveraging resource advantages or using strong organizational approaches to compensate for moderate resources, while low-quality programs stemmed from weak foundational support or failure to transform available resources.
Why it matters
The findings suggest that schools can achieve high-quality youth sports programs through multiple pathways, not just resource investment alone. This indicates that schools with limited resources can still succeed through strong organizational leadership and strategic compensation, offering practical guidance for education policymakers and school administrators seeking to improve student physical activity programs.
Understand the Science
IntroductionImproving school-based youth sports activities is an important objective of health and education policy, yet schools continue to differ markedly in implementation quality.MethodsThis 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.ResultsOrganizational 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.DiscussionSchool 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.