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Miller, Dionne A. – Journal of College Science Teaching, 2015
This study investigated how students in an urban 2-year college used self-regulation strategies in a General Chemistry I course and whether their use was correlated with both performance and the ability to correctly predict performance on a course exam. The 142 students enrolled in all 10 sections of the course were asked to complete the Motivated…
Descriptors: Two Year Colleges, Investigations, Chemistry, Self Management
Olsen, Jennifer K.; Aleven, Vincent; Rummel, Nikol – Grantee Submission, 2015
Student models for adaptive systems may not model collaborative learning optimally. Past research has either focused on modeling individual learning or for collaboration, has focused on group dynamics or group processes without predicting learning. In the current paper, we adjust the Additive Factors Model (AFM), a standard logistic regression…
Descriptors: Educational Environment, Predictive Measurement, Predictor Variables, Cooperative Learning
Olsen, Jennifer K.; Aleven, Vincent; Rummel, Nikol – International Educational Data Mining Society, 2015
Student models for adaptive systems may not model collaborative learning optimally. Past research has either focused on modeling individual learning or for collaboration, has focused on group dynamics or group processes without predicting learning. In the current paper, we adjust the Additive Factors Model (AFM), a standard logistic regression…
Descriptors: Educational Environment, Predictive Measurement, Predictor Variables, Cooperative Learning

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