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He, Xiuling; Fang, Jing; Cheng, Hercy N. H.; Men, Qibin; Li, Yangyang – Education and Information Technologies, 2023
A deep understanding of the learning level of online learners is a critical factor in promoting the success of online learning. Using knowledge structures as a way to understand learning can help analyze online students' learning levels. The study used concept maps and clustering analysis to investigate online learners' knowledge structures in a…
Descriptors: Electronic Learning, Cognitive Structures, Concept Mapping, Learning Processes
Rozenszajn, Ronit; Kavod, Galia Zer; Machluf, Yossy – International Journal of Science Education, 2021
The Repertory Grid Technique (RGT) is a qualitative method, based on the Personal Construct Psychology (PCP) theory, which provides a powerful tool to elicit tacit personal construction systems, with minimal intervention and interpretation. Although the contributory potential of the RGT as a cognitive research tool in science education has been…
Descriptors: Cognitive Structures, Psychology, Theories, Science Education
Huie, Emily Z.; Sathe, Risa Uday; Wadhwa, Anish; Santos, Efrain Vasquez; Gulacar, Ozcan – EURASIA Journal of Mathematics, Science and Technology Education, 2022
Concept maps are powerful tools used to reveal challenges in students' learning. However, their use introduces complexities when a large group of students' conceptualizations need to be examined. In this study, concept maps of 344 general chemistry students were analyzed after grouping them based on achievement in chemistry, math proficiency, and…
Descriptors: Concept Mapping, Chemistry, Mathematics Skills, Gender Differences