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Kovanovic, Vitomir; Gaševic, Dragan; Dawson, Shane; Joksimovic, Srecko; Baker, Ryan S.; Hatala, Marek – Journal of Learning Analytics, 2015
With widespread adoption of Learning Management Systems (LMS) and other learning technology, large amounts of data--commonly known as trace data--are readily accessible to researchers. Trace data has been extensively used to calculate time that students spend on different learning activities--typically referred to as time-on-task. These measures…
Descriptors: Time on Task, Computation, Validity, Data Analysis
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Woods-McConney, Amanda; Oliver, Mary C.; McConney, Andrew; Maor, Dorit; Schibeci, Renato – Research in Science Education, 2013
Previous research has underlined the importance of school students' engagement in science (including students' attitudes, interests and self beliefs). Engagement in science is important as a correlate of scientific literacy and attainment, and as an educational outcome in its own right. Students positively engaged with science are more likely to…
Descriptors: Foreign Countries, Learner Engagement, Regression (Statistics), Models
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Bowyer, Kyle – Journal of Higher Education Policy and Management, 2012
Student workload is a contributing factor to students deciding to withdraw from their study before completion of the course, at significant cost to students, institutions and society. The aim of this paper is to create a basic workload model for a group of undergraduate students studying business law units at Curtin University in Western…
Descriptors: Foreign Countries, Education Work Relationship, Undergraduate Students, Business Education
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Keeves, John P.; Larkin, Anthony I. – International Journal of Educational Research, 1986
Regression analyses examined the relationships among: time spent (periods and hours per week) studying science; time allocated for science homework; time used by teacher; and time not spent in learning. The performance cycle model of achievement, aspiration, and attitude was supported at the between classrooms level. (GDC)
Descriptors: Academic Achievement, Attention, Classroom Research, Elementary Secondary Education