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Riofrio-Luzcando, Diego; Ramirez, Jaime; Berrocal-Lobo, Marta – IEEE Transactions on Learning Technologies, 2017
Data mining is known to have a potential for predicting user performance. However, there are few studies that explore its potential for predicting student behavior in a procedural training environment. This paper presents a collective student model, which is built from past student logs. These logs are first grouped into clusters. Then, an…
Descriptors: Student Behavior, Predictive Validity, Predictor Variables, Predictive Measurement
Dan Goldhaber; James Cowan; Roddy Theobald – National Center for Analysis of Longitudinal Data in Education Research (CALDER), 2016
We use longitudinal data from Washington State to provide estimates of the extent to which performance on the edTPA, a performance-based, subject-specific assessment of teacher candidates, is predictive of the likelihood of employment in the teacher workforce and value-added measures of teacher effectiveness. While edTPA scores are highly…
Descriptors: Predictive Validity, Preservice Teachers, Student Evaluation, Program Validation
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Harvey, Marina; Kosman, Bronwyn – Journal of Higher Education Policy and Management, 2014
The development of a standards-based assessment policy represented a significant cultural shift in assessment practice at one university. Concurrently, the implementation of a policy framework represented a significant procedural shift in policy development and review. The assessment policy was the first policy scheduled to be reviewed through the…
Descriptors: Educational Assessment, Educational Policy, Higher Education, Models
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Miller, Marybeth – Physical Education and Sport Pedagogy, 2012
Background: The implementation of service-learning as a teaching and learning method has been well grounded in education, yet the discipline of physical education teacher education (PETE) has been slow to establish itself in this experiential learning paradigm. This study examined the role that service-learning plays in teacher candidates'…
Descriptors: Education Majors, Communication Strategies, Physical Education, Service Learning
Academic Senate for California Community Colleges, 2010
In the 1990s, the Academic Senate collaborated with the Chancellor's Office and other leadership groups in the state to revise Title 5 regulations, to draft "The Model District Policy on Prerequisites, Corequisites, and Advisories on Recommended Preparation" (Board of Governors, 1993) and "Prerequisites, Corequisites, Advisories, And Limitations…
Descriptors: Prerequisites, College Preparation, School Policy, Curriculum Evaluation
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Cocea, M.; Weibelzahl, S. – IEEE Transactions on Learning Technologies, 2011
Learning environments aim to deliver efficacious instruction, but rarely take into consideration the motivational factors involved in the learning process. However, motivational aspects like engagement play an important role in effective learning-engaged learners gain more. E-Learning systems could be improved by tracking students' disengagement…
Descriptors: Prediction, Electronic Learning, Online Courses, Delivery Systems
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Bruinsma, M.; Jansen, E. P. W. A. – School Effectiveness and School Improvement, 2007
Several factors in the H. J. Walberg Educational Productivity Model, which assumes that 9 factors affect academic achievement, were examined with a limited sample of 1st-year students in the University of Groningen. Information concerning 8 of these factors--grades, motivation, age, prior achievement, home environment, support from peers,…
Descriptors: Academic Achievement, Program Validation, Item Analysis, Models
Wilkerson, Judy R.; Lang, W. Steve – Online Submission, 2008
U.S. teacher educators are faced with serious challenges to demonstrate the quality of the graduates they prepare. These challenges are expressed in the country's fixation on accountability and testing. We are witnessing the growth of standardized tests and alternative routes to certification as panaceas intended to solve the teacher shortage…
Descriptors: Teacher Effectiveness, State Programs, Teacher Shortage, Program Validation