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Sclater, Niall – Journal of Learning Analytics, 2016
Ethical and legal objections to learning analytics are barriers to development of the field, thus potentially denying students the benefits of predictive analytics and adaptive learning. Jisc, a charitable organization that champions the use of digital technologies in UK education and research, has attempted to address this with the development of…
Descriptors: Data Analysis, Information Policy, Ethics, Standard Setting
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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
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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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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
Beck, Ray – 1976
The booklet describes a precision teaching program for the remediation of children with learning deficits in grades K-12 which enables the teacher to use an accurate means of describing and measuring performance on a direct and daily basis and provides a behavioral formula for programing and analyzing social and academic behavior, interpreting…
Descriptors: Behavior Patterns, Charts, Data Analysis, Elementary Secondary Education
Foley, William Webster – 1972
Data are used from the individualized math component of an operating educational system to validate the basic assumptions underlying EDSIM 1, a computer simulation model that traces the interaction of three probabilistic elements in an educational program and produces synthetic output regarding this interaction in terms of student time in the…
Descriptors: Computer Oriented Programs, Curriculum Development, Curriculum Evaluation, Data Analysis