Background: The most challenging task in eye-tracking-based multimedia research is to establish a relationship between eye-tracking metrics (or cognitive processes) and learners' performance scores. Additionally, there are current debates about the effectiveness of animations (or simulations) in promoting learning in multimedia settings.…

Background: Personalized learning (PL), conceptualized as an education innovation that tailors learning to meet diverse student needs, has drawn increased attention from different fields of study, such as education, learning sciences, and computer science. Regardless, there is a lack of a comprehensive understanding of PL instructional designs…

The main purpose of this study was to provide instructional suggestions for supporting science learning in digital environments based on a review of eye tracking studies in e-learning related areas. Thirty-three eye-tracking studies from 2005 to 2014 were selected from the Social Science Citation Index (SSCI) database for review. Through a…

This paper explores whether the principles of cognitive load and multimedia theory are mediated by cognitive style, gender, and prior knowledge. Participants were 91 children aged 10-11 years (54 boys, 37 girls), each assigned to one of two presentation modes. In Condition 1 children were presented with diagrams supported by printed textual…

Presents a proposed unifying relationship between instructional methods and cognitive operations, and argues that it is the location of the processing of the learning task that defines the function, type, and extent of the instructional method required. More than 50 references are listed. (MER)

Provides a conceptual foundation for the development of hypermedia as an instructional tool for addressing individual differences in learning styles. Highlights include a literature review; computers and instruction; individual differences, computers, and instruction; cognitive controls; cognitive styles and learning; personality types; and future…

Defines the functions of windows that are used as visual display techniques in computer software systems, reviews research on the effectiveness of window environments, discusses knowledge structures, and presents principles for designing windowed environments based on research findings and individual differences and screen design research. (10…

In instructional design for higher education, it is important to the success of all students to take into account the differences in individual learning styles. Research indicates that different student populations have characteristically different approaches to learning and that teachers can use patterns of effective practice to foster success…

As a means of providing suggestions for improving the quality of the courseware used in computer based education (CBE), this report reviews and evaluates current thought and research on the origins, characteristics, and effectiveness of existing approaches to courseware design. After a brief summary of some of the general problems encountered in…

Discusses recent developments in instructional psychology relative to cognitive task analysis, individual difference variables, and cognitive models of interactive instructional decision making, which use constructs developed within the field of cognitive/information processing psychology. (Author/WBC)

Discusses the fact that teachers determine how instructional control is granted, to whom, and under what conditions, and describes three areas providing different perspectives on this subject: expressed preferences for instructional methods, learner selection of events within an instructional sequence, and relationship of specific individual…

Educators and learners have diverse thinking style preferences. Recognition of this difference in preferences is very important in the design of a curriculum and the way it is taught. Educators are often unaware of the way learners think and learn. Cataloging and classification can only be taught effectively if the diversity in thinking style is…

Synthesizes the research on hypermedia-based instruction while providing a meaningful historical and conceptual framework for categorizing the research to date. Research relating to individual differences, attitudinal measures, systems analysis, and performance is examined, and concomitant changes in pedagogy are also addressed. Contains 98…

Discusses studies that investigated the impact of the Web on student learning and compared Web-based with traditional courses. Focuses on individual differences, including gender differences and generational differences; instructional design, including interaction and electronic learning communities; and skills that are enhanced by online…