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Lingbo Tong; Wen Qu; Zhiyong Zhang – Grantee Submission, 2025
Factor analysis is widely utilized to identify latent factors underlying the observed variables. This paper presents a comprehensive comparative study of two widely used methods for determining the optimal number of factors in factor analysis, the K1 rule, and parallel analysis, along with a more recently developed method, the bass-ackward method.…
Descriptors: Factor Analysis, Monte Carlo Methods, Statistical Analysis, Sample Size
Jemimah Young; Kristian Edosomwan; Jamaal Rashad Young – Journal for Multicultural Education, 2025
Purpose: This scoping review aims to investigate the current utilization of a QuantCrit approach within educational research. Design/methodology/approach: The research follows the methodological framework proposed by Arksey and O'Malley (2005), employing comprehensive search criteria across various databases to select 24 relevant studies for…
Descriptors: Educational Research, Research Methodology, Statistical Analysis, Journal Articles
Gerrit Bauer; Nate Breznau; Johanna Gereke; Jan H. Höffler; Nicole Janz; Rima-Maria Rahal; Joachim K. Rennstich; Hannah Soiné – Teaching of Psychology, 2025
Introduction: The replication crisis in the behavioral and social sciences spawned a credibility revolution, calling for new open science research practices that ensure greater transparency, including preregistrations, open data and code, and open access. Statement of the Problem: Replications of published research are an important element in this…
Descriptors: Teaching Methods, Replication (Evaluation), Behavioral Sciences, Social Sciences
Salvador Baena-Morales; Alberto Ferriz-Valero – Physical Education and Sport Pedagogy, 2025
Introduction: The current economic, social and environmental problems faced by society are some of the most emerging concerns of the main governmental institutions. In this sense, Education for Sustainable Development and integration of the Sustainable Development Goals (SDGs) into the education system seems to be a key link for its mitigation.…
Descriptors: Physical Education, Sustainable Development, Educational Research, Educational Researchers