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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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Lee, Christine S.; Hayes, Kathryn N.; Seitz, Jeffery; DiStefano, Rachelle; O'Connor, Dawn – International Journal of Science Education, 2016
Middle school has been documented as the period in which a drop in students' science interest and achievement occurs. This trend indicates a lack of motivation for learning science; however, little is known about how different aspects of motivation interact with student engagement and science learning outcomes. This study examines the…
Descriptors: Middle School Students, Science Instruction, Student Motivation, Science Interests
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Senko, Corwin; Tropiano, Katie L. – Journal of Educational Psychology, 2016
Achievement goal theory (Dweck, 1986) initially characterized mastery goals and performance goals as opposites in a good-bad dualism of student motivation. A later revision (Harackiewicz, Barron, & Elliot, 1998) contended that both goals can provide benefits and be pursued together. Perhaps both frameworks are correct: Their contrasting views…
Descriptors: Comparative Analysis, Goal Orientation, Guidelines, Outcomes of Education
Wynne, Heather Marie – ProQuest LLC, 2014
Achievement goal theory and thus, the empirical measures stemming from the research, are currently divided on two conceptual approaches, namely the reason versus aims-based models of achievement goals. The factor structure and predictive utility of goal constructs from the Patterns of Adaptive Learning Strategies (PALS) and the latest two versions…
Descriptors: Academic Achievement, Goal Orientation, Educational Objectives, Factor Structure
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Patrick, Helen; Kaplan, Avi; Ryan, Allison M. – Journal of Educational Psychology, 2011
In a series of 4 studies we investigated the relations of mastery goal structure and 4 dimensions of the classroom social climate (teacher academic support, teacher emotional support, classroom mutual respect, task-related interaction). We conducted multidimensional scaling with separate adolescent samples that differed considerably (i.e., by…
Descriptors: Student Motivation, Multidimensional Scaling, Factor Analysis, Social Environment
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Kim, Jung-In; Kim, Myoungsook; Svinicki, Marilla D. – Journal of Experimental Education, 2012
The present studies aimed to reexamine college students' achievement goal orientations by situating their motivation in a cooperative learning context. The authors proposed and validated a scale of 3 levels of trichotomous achievement goal orientations. In Study 1, confirmatory factor analyses supported that, in laboratory cooperative learning…
Descriptors: College Students, Goal Orientation, Motivation, Cooperative Learning