The purpose of this study was to explore the effectiveness of adaptive assessment versus learner control in a multimedia learning system designed to help secondary students learn science. Unlike other systems, this paper presents a workflow of adaptive assessment following instructional materials that better align with learners' cognitive…

Providing learners with control over their learning does not always result in improved learning. For instance, research on tool-use in computer-based learning environments has demonstrated that tool-use behavior of learners is often suboptimal and does not fully support learning. Advice, or guided instruction, has been recognized as an…

Short, cause-and-effect instructional multimedia tutorials that provide learner control of instructional pace (segmentation) and verbal representations of content in a conversational tone (personalization) have been demonstrated to benefit problem solving transfer. How might a more comprehensive multimedia instructional environment focused on…

In this article we investigate the design of educational hypermedia based on constructivist learning theories. According to the principles of project and case-based learning we present the design rational of an Adaptive Educational Hypermedia system prototype named MyProject; learners working with MyProject undertake a project and the system…

Audit trail analysis can provide valuable insights to researchers and evaluators interested in comparing and contrasting designers' expectations of use and students' actual patterns of use of educational technology environments (ETEs). Sequence analysis techniques are particularly effective but have been neglected to some extent because of real…

Within the field of technology enhanced learning, adaptive educational systems offer an advanced form of learning environment that attempts to meet the needs of different students. Such systems capture and represent, for each student, various characteristics such as knowledge and traits in an individual learner model. Subsequently, using the…

We collected think-aloud and posttest data from 60 undergraduates to examine whether they used different proportions of self-regulated learning (SRL) variables in two related learning tasks about science topics while using a hypermedia environment. We also manipulated the goal structure of the two hypermedia learning tasks to explore whether the…

Components of a case-based teaching architecture in a computer-based learning environment are discussed. Highlights include examples of "Creanimate," a program in which students interactively create a new animal while the "storyteller" monitors their actions looking for opportunities to present stories and questions that will…

Describes a methodology for supporting exploratory learning that attempts to limit learning space, called exploration space, and adequately control the cognitive load learners would face in their exploration process. In Exploration Space Control (ESC) the extent of exploration space is controlled according to domain complexity, but also to…

Research on multimedia learning has produced a vast body of findings which, however, are not yet being integrated into a comprehensive framework of reference. For a considerable time, cognitive centered approaches have dominated the literature. Although motivational variables are now being taken into account, there is still a large gap in regard…

This study investigated the cognitive style (field dependence/independence) and learning strategies of undergraduate students in learner-controlled computer-assisted instruction (CAI). Three learning strategies were identified, but it was concluded that cognitive styles and learning strategies may be the result of the computer software design,…

Studied 69 undergraduates who used conceptually-indexed hypertext learning environments with differently structured thematic criss-crossing (TCC) treatments: guided and learner selected. Found that students need explicit modeling and scaffolding support to learn complex knowledge from these learning environments, and considers implications for…

Reviews empirical studies from a wide variety of fields to show that computer-based multimedia instruction may be able to help people learn more information more quickly compared to traditional classroom lecture. Topics include interactivity; control of learning pace; novelty; and learners with low prior knowledge or aptitude. (103 references)…

Proposes a theory for organizing information and activities in educational hypermedia systems and evaluates theory effectiveness based on implementation of a multimedia learning environment. Results suggest that self-paced interactive learning environments, multimedia information access, and constructive activities organized into cognitive media…

Four levels of a learner controlled multimedia/interactive videodisc (IVD) science program were administered to 60 second graders: IVD lesson only, comprehension monitoring only, teacher scaffolding only, and teacher scaffolding with comprehension monitoring. The teacher scaffolding with comprehension monitoring group scored highest, indicating…