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Goldin, Ilya; Galyardt, April – Journal of Educational Data Mining, 2018
Data from student learning provide learning curves that, ideally, demonstrate improvement in student performance over time. Existing data mining methods can leverage these data to characterize and improve the domain models that support a learning environment, and these methods have been validated both with already-collected data, and in…
Descriptors: Predictor Variables, Models, Learning Processes, Matrices
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Tan, Lihua; Wei, Bing; Cui, Tianxue – International Journal of Science Education, 2023
Based on self-determination theory and achievement goal theory, this study provided a serial multiple mediation model that examined how students' perceptions of teacher autonomy support (PTAS) relate to different achievement motivations (mastery and performance-approach goals), and further associate with students' intellectual risk-taking (IRT)…
Descriptors: Science Instruction, Risk, Learner Engagement, Self Determination
Tang, Hengjun; Seah, Wee Tiong; Zhang, Qiaoping; Zhang, Weizhong – ECNU Review of Education, 2021
Purpose: Given that prior research has confirmed that students' mathematics values significantly affect their mathematics learning, understanding how students' values form and change, especially during different learning stages, is an important topic. Design/Approach/Methods: This study administered a questionnaire to investigate the values of…
Descriptors: Factor Structure, Mathematics Education, Student Attitudes, High School Students
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Lin, Tzung-Jin; Tsai, Chin-Chung – International Journal of Science Education, 2017
The purpose of this study was to develop and validate two survey instruments to evaluate high school students' scientific epistemic beliefs and goal orientations in learning science. The initial relationships between the sampled students' scientific epistemic beliefs and goal orientations in learning science were also investigated. A final valid…
Descriptors: Scientific Attitudes, Student Surveys, High School Students, Epistemology
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Tapola, Anna; Jaakkola, Tomi; Niemivirta, Markku – Journal of Experimental Education, 2014
This study investigated changes in elementary school students' (n = 140) situational interest as a function of achievement goal orientation profiles and task characteristics. The authors repeatedly measured situational interest during a simulated science learning task in 2 task conditions that differed in the concreteness of the task elements. The…
Descriptors: Elementary School Students, Goal Orientation, Computer Simulation, Science Instruction