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Bor-Chen Kuo; Frederic Tao Yi Chang – Education and Information Technologies, 2025
In the modern era, students increasingly access digital tools like adaptive learning platforms to enhance self-regulated learning (SRL). This study developed and validated a Self-Regulated Learning Integrated Questionnaire (SRLIQ) tailored for offline and online learning environments, particularly in AI-driven platforms like the Taiwan Adaptive…
Descriptors: Test Construction, Questionnaires, Independent Study, Electronic Learning
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Huang, Xiaoxia; Mathews, Justin L.; Hsiao, E-Ling – Journal of Educators Online, 2022
The central research question of this empirical study was: How do student demographics, math self-efficacy, and math anxiety relate to and predict their choice of pedagogical agents serving as virtual math tutors? A total of 152 middle school students and 135 college students were surveyed on their perceived math self-efficacy, math anxiety, and…
Descriptors: Tutoring, Mathematics Instruction, Middle School Students, College Students