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Journal ArticleDOI

Direct measurement of cognitive load in multimedia learning.

Roland Brünken, +2 more
- 01 Mar 2003 - 
- Vol. 38, Iss: 1, pp 53-61
TLDR
This work describes the conceptual basis and practical implementation of a dual-task approach to the direct measurement of cognitive load in multimedia learning and provides a direct and objective measure that overcomes many of the shortcomings of other indirect and subjective methods that will enable researchers to validate empirically theoretical predictions of CLT.
Abstract
Cognitive load theory (CLT) is gaining increasing importance in the design and evaluation of instruction, both traditional and technology based. Although it is well understood as a theoretical construct, the measurement of cognitive load induced by instructional materials in general, and by multimedia instruction in particular, mainly relies on methods that are either indirect, subjective, or both. Integrating aspects of CLT, working memory research, and cognitive theories of multimedia learning, we describe the conceptual basis and practical implementation of a dual-task approach to the direct measurement of cognitive load in multimedia learning. This computer-based instrument provides a direct and objective measure that overcomes many of the shortcomings of other indirect and subjective methods that will enable researchers to validate empirically theoretical predictions of CLT.

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Citations
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Journal ArticleDOI

Nine Ways to Reduce Cognitive Load in Multimedia Learning

TL;DR: The analysis shows that cognitive load is a central consideration in the design of multimedia instruction because it exceeds the learner's available cognitive capacity.
Book ChapterDOI

Multimedia in Learning

TL;DR: A wide variety of media can be used in learning, including distance learning, such as print, lectures, conference sections, tutors, pictures, video, sound, and computers.
Journal ArticleDOI

Cognitive Load Measurement as a Means to Advance Cognitive Load Theory

TL;DR: In this paper, the authors discuss cognitive load measurement techniques with regard to their contribution to cognitive load theory (CLT), which is concerned with the design of instructional methods that efficiently use people's limited cognitive processing capacity to apply acquired knowledge and skills to new situations (i.e., transfer).
Journal ArticleDOI

Cognitive Load Theory and Complex Learning: Recent Developments and Future Directions

TL;DR: In this paper, the authors discuss recent developments in cognitive load theory related to the current view in instructional design that real-life tasks should be the driving force for complex learning, and provide guidelines for future research.
Journal ArticleDOI

Element Interactivity and Intrinsic, Extraneous, and Germane Cognitive Load

TL;DR: It is suggested that element interactivity underlies extraneous cognitive load as well and can be defined in terms of intrinsic cognitive load, thus also associating germane cognitive load with element interactionivity.
References
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Journal Article

The magical number seven, plus or minus two: some limits on our capacity for processing information

TL;DR: The theory of information as discussed by the authors provides a yardstick for calibrating our stimulus materials and for measuring the performance of our subjects and provides a quantitative way of getting at some of these questions.
Book

The magical number seven plus or minus two: some limits on our capacity for processing information

TL;DR: The theory provides us with a yardstick for calibrating the authors' stimulus materials and for measuring the performance of their subjects, and the concepts and measures provided by the theory provide a quantitative way of getting at some of these questions.
Journal ArticleDOI

Cognitive load during problem solving: Effects on learning

TL;DR: It is suggested that a major reason for the ineffectiveness of problem solving as a learning device, is that the cognitive processes required by the two activities overlap insufficiently, and that conventional problem solving in the form of means-ends analysis requires a relatively large amount of cognitive processing capacity which is consequently unavailable for schema acquisition.
Journal ArticleDOI

Cognitive Architecture and Instructional Design

TL;DR: Cognitive load theory has been designed to provide guidelines intended to assist in the presentation of information in a manner that encourages learner activities that optimize intellectual performance as discussed by the authors, which assumes a limited capacity working memory that includes partially independent subcomponents to deal with auditory/verbal material and visual/2- or 3-dimensional information as well as an effectively unlimited long-term memory, holding schemas that vary in their degree of automation.
Book

Multimedia Learning

TL;DR: Whether people learn more deeply when ideas are expressed in words and pictures rather than in words alone is examined, and Richard E. Mayer examines the cognitive theory of multimedia learning.
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