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Wan, Han; Zhong, Zihao; Tang, Lina; Gao, Xiaopeng – IEEE Transactions on Learning Technologies, 2023
Small private online courses (SPOCs) have influenced teaching and learning in China's higher education. Learning management systems (LMSs) are important components in SPOCs. They can collect various data related to student behavior and support pedagogical interventions. This research used feature engineering and nearest neighbor smoothing models…
Descriptors: Online Courses, Learning Management Systems, Higher Education, Student Behavior
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Zandvakili, Elham; Washington, Ernest; Gordon, Edmund; Wells, Craig – Journal of Education and Learning, 2018
M3CA is a model of mastery learning developed in a college classroom, and an acronym for Mastery, Concept Maps, Critical Thinking, Collaboration and Assessment. The M3CA model is a formative model of skill based mastery learning and assessment that produces high levels of academic achievement and empowers students with a feeling of fairness.…
Descriptors: Mastery Learning, Multiple Choice Tests, Concept Mapping, Critical Thinking
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Ranellucci, John; Muis, Krista R.; Duffy, Melissa; Wang, Xihui; Sampasivam, Lavanya; Franco, Gina M. – British Journal of Educational Psychology, 2013
Background: Research is needed to explore conceptual change in relation to achievement goal orientations and depth of processing. Aims: To address this need, we examined relations between achievement goals, use of deep versus shallow processing strategies, and conceptual change learning using a think-aloud protocol. Sample and Method:…
Descriptors: Goal Orientation, Academic Achievement, Cognitive Processes, Protocol Analysis