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Exploring the Effectiveness of Learning Path Recommendation Based on Felder-Silverman Learning Style Model: A Learning Analytics Intervention Approach
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Joseph, Lumy; Abraham, Sajimon; Mani, Biju P.; N., Rajesh – Journal of Educational Computing Research, 2022
A fixed learning path for all learners is a major drawback of virtual learning systems. An online learning path recommendation system has the advantage of offering flexibility to select appropriate learning content. Learning Analytics Intervention (LAI) provides several educational benefits, particularly for low-performing students. Researchers…
Descriptors: Cognitive Style, Learning Analytics, Educational Benefits, Integrated Learning Systems
Effects of Cognitive Styles on Web-Based Learning: Desktop Computers versus Mobile Devices
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Wang, Jen-Hang; Chang, Li-Ping; Chen, Sherry Y. – Journal of Educational Computing Research, 2018
Mobile devices (MDs) change the way of teaching and learning. However, not every student can appreciate the value of MDs. Thus, it is necessary to consider individual differences. Among various individual differences, cognitive styles particularly affect student learning because they refer to individuals' information processing habits. In this…
Descriptors: Cognitive Style, Web Based Instruction, Handheld Devices, Computers
The Effect of Teaching Methods and Learning Style on Learning Program Design in Web-Based Education Systems
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Hung, Yen-Chu – Journal of Educational Computing Research, 2012
The instructional value of web-based education systems has been an important area of research in information systems education. This study investigates the effect of various teaching methods on program design learning for students with specific learning styles in web-based education systems. The study takes first-year Computer Science and…
Descriptors: Foreign Countries, Control Groups, Experimental Groups, Programming
A Comparative Study of Learning Styles between Online and Traditional Students
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Liu, Yuliang – Journal of Educational Computing Research, 2007
This comparative study was designed to investigate how online and traditional face-to-face (FtF) students used different learning styles in a graduate educational course. A nonequivalent control group design was employed. The study involved 19 students in an experimental group (online section) and 25 students in a control group (FtF section) in a…
Descriptors: Comparative Analysis, Experimental Groups, Cognitive Style, Control Groups
Effects of Learning Style and Training Method on Computer Attitude and Performance in World Wide Web Page Design Training.
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Chou, Huey-Wen; Wang, Yu-Fang – Journal of Educational Computing Research, 1999
Compares the effects of two training methods on computer attitude and performance in a World Wide Web page design program in a field experiment with high school students in Taiwan. Discusses individual differences, Kolb's Experiential Learning Theory and Learning Style Inventory, Computer Attitude Scale, and results of statistical analyses.…
Descriptors: Analysis of Covariance, Aptitude Treatment Interaction, Cognitive Style, Comparative Analysis
Toward Understanding Student Differences in a Computer Skills Course.
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Houle, Philip A. – Journal of Educational Computing Research, 1996
Describes a study that examined various characteristics of undergraduate students enrolled in a computer skills course. Variables considered include gender, college major, high school computer courses, other prior computer experience, computer self-efficacy, computer attitude, computer anxiety, and cognitive style. (Author/LRW)
Descriptors: Cognitive Style, Comparative Analysis, Computer Anxiety, Computer Attitudes