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.…

Signals (or cues) are added to multimedia learning materials to guide learners' attention to critical elements of the materials. Yet, research on signaling has produced mixed findings on learning outcomes. On the one hand, some studies have reported positive effects of signaling on the performance of learning outcomes (e.g., Jamet in Hum Behav…

In the current digital environment, it is vital for learners to develop digital literacy skills. The UK's Quality Assurance Agency for Higher Education (HE) requires graduates to demonstrate digital literacy. Employers consider these skills essential. With the high cost of HE in the UK, learners themselves also expect university courses to…

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…

The learner's existing schema, which is defined here as an integrated structure of knowledge about a given topic, plays a critical role in new learning. Prior to or during learning, appropriate schemata should be activated in order to produce the best learning results. Instructional designers should systematically assess their target audience's…

This review of the research on aptitude-treatment interaction (ATI) discusses four methods or assumptions that might explain why ATI research has not generated the anticipated empirical support: (1) the lack of a theoretical base; (2) disagreement over what a given aptitude means and how it should be measured; (3) difficulties in defining…

Presents a framework for organizing research and theory in the areas of psychology, pedagogy, and technology as they relate to interactive multimedia; and derives principles and implications for the design of interactive multimedia. Highlights include prior knowledge, the organization and utilization of knowledge, feedback, concept maps, and…

This article reviews the literature of hypermedia research. Several perceived problems are identified, including: irrelevant assessment of outcome variables; weak methodological design in conducting experimental research; lack of theoretical foundations in designing hypertext systems; lack of specification of precise learning outcomes; and lack of…

Reviews research related to content organization and learning and identifies some strategies for designing meaningful content organization that research has suggested might be useful to instructional designers. Forty references are listed. (Author/CHC)

Examines the need for integrating assumptions about learning processes with the decisions typically made when designing instructional systems. The relationships between learning theory and instructional design are discussed, and suggestions offered for improving the design process. Extensive references are included. (Author/BK)

Describes three learner assessment strategies and their possible effects on text design strategies for distance education materials. Prior knowledge, reading ability and text readability, and learning styles are examined; learner characteristics and potential instructional strategies are discussed; and the relationship of learning styles to…

A functional typology of verbal instructional tasks for advanced classroom instruction and inservice training is described and illustrated in this paper. The described typology is based upon functional definitions of elementary and conceptual behavior and incorporates the kinds of goals and objectives that surveys and research have shown to be…

Reviews current research on different learning styles and capabilities of experts and novices which may guide software design: memory, cognitive processing, and performance differences; automatization, and coping strategies. Procedures which may enhance expert and novice performance when built into software are outlined. (MBR)

Describes a study that investigated the effects of learner control and of advisement in a hypertext learning environment with second-grade students who had different levels of prior knowledge about the content. Topics discussed include computer-assisted instruction; learner control; and recommendations for instructional design in a hypertext…

A model, derived from the literature, is presented of the influence of learners' preconceptions on the amount of mental effort invested in learning from television. The proposed model suggests that learners' preconceptions are influenced by the characteristics of the media, the characteristics of the task, and the characteristics of the learner.…