Relationship Between Objective and Subjective Cognitive Load Measurements in Multimedia Learning
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Date
2023
Journal Title
Journal ISSN
Volume Title
Publisher
Routledge Journals, Taylor & Francis Ltd
Open Access Color
Green Open Access
Yes
OpenAIRE Downloads
48
OpenAIRE Views
168
Publicly Funded
No
Abstract
The aim of this study is to compare subjective and objective cognitive load measurements in a multimedia learning environment. For this purpose, 20 university students studied in multimedia environments designed by researchers during which eye movements and multichannel electroencephalography (EEG) signals were recorded. Self-report ratings were obtained at the end of the experiment, and retention performances of the students were measured. After the data were collected, Pearson Correlation analysis was applied. According to the results, significant relationship between the number of fixations and EEG frequency band powers was found. In addition, there was a negative relationship between retention performance and number of fixations. Moreover, a negative relationship was found between retention performance and self-reported measurements.
Description
Ozel, Pinar/0000-0002-9688-6293; Yilmaz, Bulent/0000-0003-2954-1217; Altindis, Fatih/0000-0002-3891-935X; Mutlu-Bayraktar, Duygu/0000-0002-2276-3768;
Keywords
Cognitive Load, Multimedia Learning, Eye-Tracking, EEG, Mental Effort, eye-tracking, Cognitive load, EEG, multimedia learning, mental effort
Turkish CoHE Thesis Center URL
Fields of Science
05 social sciences, 0501 psychology and cognitive sciences, 0503 education
Citation
WoS Q
Q1
Scopus Q
Q1

OpenCitations Citation Count
11
Source
Interactive Learning Environments
Volume
31
Issue
3
Start Page
1322
End Page
1334
PlumX Metrics
Citations
CrossRef : 4
Scopus : 14
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Mendeley Readers : 64
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