Cross-economy stability of predictor rankings for adolescent school belonging and mathematics anxiety: an explainable machine-learning analysis of PISA 2022

IntroductionSchool belonging and mathematics anxiety reflect distinct relational and motivational processes, but cross-economy comparisons can blur distinctions among psychological relationships, model-based importance, and questionnaire availability.MethodsWe analyzed Program for International Stud...

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Principais autores:	Yuan Liao, Qin Peng, Runlin Li
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2026-09-01
coleção:	Frontiers in Psychology
Assuntos:	cross-economy comparison explainable machine learning fixed-effects regression mathematics anxiety PISA 2022 questionnaire coverage
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fpsyg.2026.1875261/full
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