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Journal ArticleDOI

Assessment of Cognitive Load in Multimedia Learning with Dual-Task Methodology: Auditory Load and Modality Effects

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TLDR
This paper conducted two within-subject experiments with 10 participants each in order to investigate if the audiovisual presentation of verbal and pictorial learning material would lead to a higher demand on phonological cognitive capacities than the visual-only presentation of the same material.
Abstract
Using cognitive load theory and cognitivetheory of multimedia learning as a framework,we conducted two within-subject experimentswith 10 participants each in order toinvestigate (1) if the audiovisual presentationof verbal and pictorial learning materialswould lead to a higher demand on phonologicalcognitive capacities than the visual-onlypresentation of the same material, and (2) ifadding seductive background music to anaudiovisual information presentation wouldincrease the phonological cognitive load. Weemployed the dual-task methodology in order toachieve a direct measurement of cognitive loadin the phonological system. In bothexperiments, the modality effect could beconfirmed in the patterns of secondary taskperformance and in the primary learning task.

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Citations
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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.
Journal ArticleDOI

Cognitive load theory, educational research, and instructional design: some food for thought

TL;DR: In this paper, the authors explore the open questions and the boundaries of cognitive load theory by identifying a number of problematic conceptual, methodological and application-related issues, and conclude by presenting a research agenda for future studies on cognitive load.
Journal ArticleDOI

Meta-Analysis of the Modality Effect.

TL;DR: In this article, the modality effect of presenting to-be-learned graphical information visually, and related textual information through an auditory mode was investigated, and meta-analytic methods were applied to 43 independent effects.
Journal ArticleDOI

Visual representations in science education: The influence of prior knowledge and cognitive load theory on instructional design principles

TL;DR: In this paper, the authors present instructional design considerations providing empirical evidence and integrating theoretical concepts related to cognitive load for reducing unnecessary cognitive load in the science classroom using visual representations, and demonstrate that prior knowledge can determine the ease with which learners perceive and interpret visual representations in working memory.
Journal ArticleDOI

A Comparison of Three Measures of Cognitive Load: Evidence for Separable Measures of Intrinsic, Extraneous, and Germane Load

TL;DR: The authors found that the response time measure was more sensitive to manipulations of extraneous processing (created by adding redundant text), effort ratings were most sensitive to manipulation of intrinsic processing, and difficulty ratings were more sensitive with indications of germane processing (reflected by transfer test performance).
References
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Book

The Architecture of Cognition

TL;DR: Adaptive Control of Thought (ACT*) as mentioned in this paper is a theory of the basic principles of operation built into the cognitive system and is the main focus of Anderson's theory of cognitive architecture.
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.
Book

Mental Representations: A Dual Coding Approach

Allan Paivio
TL;DR: This book discussesMeta-Theoretical Issues and Perspectives, a meta-theoreticalPrinciples of Representation, and its Applications, a Practical Guide to Bilingual Cognitive Representation.
Book

Models of Working Memory: Mechanisms of Active Maintenance and Executive Control

Akira Miyake, +1 more
TL;DR: This paper presents a meta-analyses of working memory from the perspective of the EPIC architecture for modelling skilled perceptual-motor and cognitive human performance and discusses the role of language, attention, and inhibitory mechanisms in this performance.
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