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Predictive Model of Mathematical Literacy Ability, Specifically University Students' Critical Thinking Skills: A Case Study on the Inappropriateness of Multilevel Regression
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Pitriana Tandililing; Bettisari Napitupulu; Okky Riswandha Imawan; Raoda Ismail – Journal of Education and e-Learning Research, 2025
This study aims to analyze the influence of Project-Based Learning (PjBL) and Guided Discovery Learning (GDL) on students' critical thinking skills in geometry focusing on mathematical literacy within geometry content. Specifically, it examines the effects of self-confidence, mathematical literacy scores, and gender on critical thinking skills and…
Descriptors: Mathematics Education, Geometry, Numeracy, College Students
Effects of Teacher-Developed Spherical Video-Based Virtual Reality Types on Student Learning Engagement: A Hierarchical Linear Modeling Approach
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Shu-Hao Wu; Morris Siu-Yung Jong; Chin-Chung Tsai – Education and Information Technologies, 2025
Spherical video-based virtual reality (SVVR) offers teachers an accessible means to use virtual reality. However, research into the effects of learning materials in teacher-developed SVVR activities on student learning remains limited. This study recruited 33 elementary school teachers and the 841 students in their classes. This study classified…
Descriptors: Learner Engagement, Hierarchical Linear Modeling, Computer Simulation, Technology Uses in Education
A Latent State Trait Model for Multilevel Mediation Analysis with Multiple Timepoints
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Lydia Bradford – ProQuest LLC, 2024
In randomized control trials (RCT), the recent focus has shifted to how an intervention yields positive results on its intended outcome. This aligns with the recent push of implementation science in healthcare (Bauer et al., 2015) but goes beyond this. RCTs have moved to evaluating the theoretical framing of the intervention as well as differing…
Descriptors: Hierarchical Linear Modeling, Mediation Theory, Randomized Controlled Trials, Research Design