This study designed a chatbot system, Confucius, as a MSN virtual learning companion to examine how specific application design variables within educational software affect the learning process of subjects as defined by the cognitive continuum of field-dependent and field-independent learners. 104 college students participated in a 12 week…

When using modern educational technology, some forms of instruction are inherently transient in that previous information usually disappears to be replaced by current information. Instructional animations and spoken text provide examples. The effects of transience due to the use of animation-based instructions (Experiment 1) and spoken information…

The use of information and communication technology (ICT) in education is now central to facilitating links between learners, resources and instructors. Regardless of whether it is used in distance education or "educational objects," ICT enables educators to package education opportunities in an increasing number of alternative ways so…

Two experiments using the science topics of Magnetism and Light were conducted with younger learners (Year 5) who had no prior knowledge of the topics, and older learners (Year 6) who had studied the topics previously. Half of the learners were presented the information in auditory form only while the other half were presented the auditory…

This study explored the causes of the reverse modality effect when learning from multimedia instruction. Participants were randomly assigned to one of two groups (visual text or spoken text). The findings revealed a reverse modality effect wherein that those studying visual text outperformed those studying spoken text on three assessments. Further…

The objective of this study was to test whether information presented on slides during presentations is retained at the expense of information presented only orally, and to investigate part of the conditions under which this effect occurs, and how it can be avoided. Such an effect could be expected and explained either as a kind of redundancy…

"Present text accompanying pictures aurally to promote learning" is a well established principle of instructional design. But recently, it was shown that under certain conditions visual texts can be preferable. Instructional pacing seems to be one of these conditions that mediate effects. Especially, enabling learners to pace an…

This study examined how middle school students constructed their understanding of the mitosis and meiosis processes at a molecular level through multimedia learning materials presented in different interaction and sensory modality modes. A two (interaction modes: animation/simulation) by two (sensory modality modes: narration/on-screen text)…

Many studies report information overload as one of the main problems that students encounter in online learning via computer-mediated communication. This study aimed to explore the sources of online students' information overload and offer suggestions for increasing students' cognitive resources for learning. Participants were 12 graduate students…

The 11th International Conference on Educational Data Mining (EDM 2018) is held under the auspices of the International Educational Data Mining Society at the Templeton Landing in Buffalo, New York. This year's EDM conference was highly competitive, with 145 long and short paper submissions. Of these, 23 were accepted as full papers and 37…

Educational Technology;Technology Integration;The field of education now faces an increasingly diverse student body that includes English as second language speakers, those with physical as well as psychiatric disabilities, and multiple representations of races, ethnicities, and religions. Traditionally, postsecondary faculty have thought of…

This study examined the pedagogy of three online teacher professional development (oTPD) modules. Evidence of design features oriented to the "how people learn" framework was the primary research objective. An analytic framework was devised to code knowledge types, levels of cognitive demand, levels of interaction, and sensory details in the…

This study investigates the application of voice recognition technology to online lectures focusing on the efficacy of the text component of a multimedia presentation. Specifically, participants were provided with online access to multimedia instructional packages comprising an image of the lecturer with accompanying computer slides, plus…

Using cognitive load theory and cognitive theory of multimedia learning as a framework, we conducted two within-subject experiments with 10 participants each in order to investigate (1) if the audiovisual presentation of verbal and pictorial learning materials would lead to a higher demand on phonological cognitive capacities than the visual-only…

Cognitive mapping, one of the Educational Sciences developed by Joseph Hill, makes individualized mastery learning programs possible. This article reviews the cognitive mapping method of determining individual cognitive styles, discusses methods used to cater to these styles, and defines the seven Educational Sciences. (DC)