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Journal ArticleDOI

Multimedia: Differences in cognitive processes observed with EEG

TLDR
In this article, the authors investigated the cognitive processes involved in learning information presented in multimedia and text format using electroencephalographic (EEG) measures, and found that the alpha power measures showed higher amplitudes (less mental activity) over the occipital and temporal lobes, and less alpha power over the frontal lobes.
Abstract
This study investigated the cognitive processes involved in learning information presented in multimedia and text format using electroencephalographic (EEG) measures. Thirty-eight students (19 gifted, and 19 average) learned material presented with text (text); text, sound, and picture (picture); and text, sound and video (video), while their EEG was recorded. Alpha power, which is inversely related to mental effort, was analyzed. For thetext presentation, the alpha power measures showed higher amplitudes (less mental activity) over the occipital and temporal lobes, and less alpha power (higher mental activity) over the frontal lobes. The results support the assumption that thevideo andpicture presentations induced visualization strategies, whereas thetext presentation mainly generated processes related to verbal processing. The results further showed that gifted students displayed less mental activity during all three formats of presentation. These differences were especially pronounced for thevideo format. No gender-related differences in EEG patterns related to the format of presentation were observed.

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Citations
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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

Intelligence and neural efficiency

TL;DR: It is concluded that neural efficiency might arise when individuals are confronted with tasks of (subjectively) low to moderate task difficulty and it is mainly observable for frontal brain areas.
Journal ArticleDOI

Using Electroencephalography to Measure Cognitive Load

TL;DR: A review of seminal literature on the use of continuous EEG to measure cognitive load is presented in this article, where the authors describe two case studies on learning from hypertext and multimedia that employed EEG methodology to collect and analyze cognitive load data.

What Works in Classroom Instruction.

TL;DR: In this article, the authors proposed the following: 6.6RPHWKLQJ WKDW PDNHV XV IHHO JRRG FDQ DOVR FDXVH XV SDLQ
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Web-Based Reading Annotation System with an Attention-Based Self-Regulated Learning Mechanism for Promoting Reading Performance

TL;DR: A web-based reading annotation system with an attention-based self-regulated learning mechanism (ASRLM), which is based on brainwave detection, is designed to enhance the sustained attention of learners while reading annotated English texts online, and thereby promote online reading performance.
References
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Book

Fundamentals of Human Neuropsychology

Bryan Kolb, +1 more
TL;DR: This chapter discusses the development of Neuropsychology, the structure and electrical activity of Neurons, and the structure of the Nervous System and its role in Behavior.
Journal ArticleDOI

Dual coding theory and education

TL;DR: Dual coding theory (DCT) as mentioned in this paper explains human behavior and experience in terms of dynamic associative processes that operate on a rich network of modality-specific verbal and nonverbal representations.
Journal ArticleDOI

Multimedia learning: Are we asking the right questions?

TL;DR: This article found that students who received coordinated presentation of explanations in verbal and visual format (multiple representation group) generated a median of over 75% more creative solutions on problem-solving transfer tests than did those who received verbal explanations alone (single representation group).
Journal ArticleDOI

A Split-Attention Effect in Multimedia Learning: Evidence for Dual Processing Systems in Working Memory

TL;DR: This article found that multimedia learners can integrate words and pictures more easily when the words are presented auditorily rather than visually, which is consistent with a dual-processing model of working memory consisting of separate visual and auditory channels.
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