Title
Comparing Learning Performance of Students Using Algorithm Visualizations Collaboratively on Different Engagement Levels.
Abstract
In this paper, two emerging learning and teaching methods have been studied: collaboration in concert with algorithm visualization. When visualizations have been employed in collaborative learning, collaboration introduces new challenges for the visualization tools. In addition, new theories are needed to guide the development and research of the visualization tools for collaborative learning. We present an empirical study, in which learning materials containing visualizations on different Extended Engagement Taxonomy levels were compared, when students were collaboratively learning concepts related to binary heap. In addition, the students' activities during the controlled experimental study were also recorded utilizing a screen capturing software. Pre- and post-tests were used as the test instruments in the experiment. No statistically significant differences were found in the post-test between the randomized groups. However, screen capturing and voice recording revealed that despite the randomization and instructions given to the students, not all of the students performed on the engagement level, to which they were assigned. By regrouping the students based on the monitored behavior, statistically significant differences were found in the total and pair average of the post-test scores. This confirms some of the hypothesis presented in the (Extended) Engagement Taxonomy.
Year
Venue
Keywords
2009
EDUCATIONAL TECHNOLOGY & SOCIETY
Algorithm visualization,Algorithm simulation,collaborative learning,Engagement taxonomy
Field
DocType
Volume
Computer-Assisted Instruction,Educational technology,Collaborative learning,Visualization,Computer science,Human–computer interaction,Teaching method,Pedagogy,Cooperative learning,Instructional design,Multimedia,Empirical research
Journal
12
Issue
ISSN
Citations 
2
1176-3647
18
PageRank 
References 
Authors
1.52
19
3
Name
Order
Citations
PageRank
Mikko-Jussi Laakso115521.25
Niko Myller229624.67
Ari Korhonen380667.48