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Al-Sakkaf, Abdullah; Omar, Mazni; Ahmad, Mazida – Computer Science Education, 2019
Background and Context: In spite of the decades spent developing software visualization (SV), doubts still remain regarding their effectiveness. Furthermore, student engagement plays an important role in improving SV effectiveness as it is correlated with many positive academic outcomes. It has been shown that the existing SV has failed to engage…
Descriptors: Learner Engagement, Computer Software, Outcomes of Education, Computer Interfaces
Scheiter, Katharina; Gerjets, Peter; Vollmann, Brigitte; Catrambone, Richard – Learning and Instruction, 2009
Against the background of an adaptation of Cognitive Load Theory to learner-controlled settings we investigated the impact of learner characteristics on information utilization strategies, cognitive load, and learning outcomes in a hypermedia environment. Based on the data of 79 students, five clusters of students were identified according to…
Descriptors: Student Attitudes, Information Utilization, Hypermedia, Multivariate Analysis

Mattoon, Joseph S.; Klein, James D. – Journal of Educational Computing Research, 1993
Discussion of learner control in computer-assisted instructional simulations focuses on an experiment conducted with undergraduate students that compared three different treatments for instructional control in an aircraft simulator. Topics addressed include performance on immediate and delayed posttests; practice; student attitudes; effects of…
Descriptors: Academic Achievement, Comparative Analysis, Computer Assisted Instruction, Computer Simulation