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Castro, Francisco Enrique Vicente; Adjei, Seth; Colombo, Tyler; Heffernan, Neil – International Educational Data Mining Society, 2015
A great deal of research in educational data mining is geared towards predicting student performance. Bayesian Knowledge Tracing, Performance Factors Analysis, and the different variations of these have been introduced and have had some success at predicting student knowledge. It is worth noting, however, that very little has been done to…
Descriptors: Models, Student Behavior, Intelligent Tutoring Systems, Data Analysis
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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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Jitendra, Asha K.; Dupuis, Danielle N.; Zaslofsky, Anne F. – Learning Disability Quarterly, 2014
This purpose of this study was to examine the reliability and validity of a curriculum-based measure of word problem solving (CBM-WPS) as an indicator of performance and progress in a sample of 136 third-grade students at risk for mathematics difficulties (MDs) instructed in a standards-based mathematics curriculum. Students completed the CBM-WPS…
Descriptors: Curriculum Based Assessment, Academic Standards, Word Problems (Mathematics), Problem Solving
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Revlin, Russell; And Others – Journal of Educational Psychology, 1978
The conversion model of formal reasoning was examined for its ability to predict the decisions made by college students when solving concrete and abstract syllogisms. Results supported the model's contentions that reasoner's decisions reflect natural language processes in the encoding of syllogistic premises, and follow rationally from…
Descriptors: Abstract Reasoning, Classification, Cognitive Processes, Higher Education
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Nezu, Arthur M.; Ronan, George F. – Journal of Consulting and Clinical Psychology, 1985
Tested a model of depression that included level of current problems and social problem solving. Path analysis of data from 205 undergraduates showed the model accounted for 42 percent of the variance associated with the prediction of depressive symptoms. (MCF)
Descriptors: Depression (Psychology), Higher Education, Models, Path Analysis
Kim, Mikyong – 1996
This study investigated the comparative capacity of women-only and co-educational colleges to impact on two dimensions of women students' intellectual development: (1) intellectual self-confidence; and (2) critical thinking and problem-solving skills. The study also attempted to isolate the effect of attending women-only colleges from other…
Descriptors: Black Colleges, College Freshmen, College Graduates, Comparative Analysis