Using Electroencephalography to Measure Cognitive Load

被引:1
|
作者
Pavlo Antonenko
Fred Paas
Roland Grabner
Tamara van Gog
机构
[1] Oklahoma State University,School of Educational Studies
[2] Erasmus University Rotterdam,Department of Psychology
[3] Open University of The Netherlands,Center for Learning Sciences and Technologies
[4] Swiss Federal Institute of Technology Zürich,undefined
来源
关键词
Electroencephalography; Cognitive load; Educational psychology;
D O I
暂无
中图分类号
学科分类号
摘要
Application of physiological methods, in particular electroencephalography (EEG), offers new and promising approaches to educational psychology research. EEG is identified as a physiological index that can serve as an online, continuous measure of cognitive load detecting subtle fluctuations in instantaneous load, which can help explain effects of instructional interventions when measures of overall cognitive load fail to reflect such differences in cognitive processing. This paper presents a review of seminal literature on the use of continuous EEG to measure cognitive load and describes two case studies on learning from hypertext and multimedia that employed EEG methodology to collect and analyze cognitive load data.
引用
收藏
页码:425 / 438
页数:13
相关论文
共 50 条
  • [41] Getting closer to social interactions using electroencephalography in developmental cognitive neuroscience
    Grootjans, Yvette
    Harrewijn, Anita
    Fornari, Laura
    Janssen, Tieme
    de Bruijn, Ellen R. A.
    van Atteveldt, Nienke
    Franken, Ingmar H. A.
    DEVELOPMENTAL COGNITIVE NEUROSCIENCE, 2024, 67
  • [42] Using a Cognitive Plasticity Measure to Detect Mild Cognitive Impairment
    Sales-Galan, Alicia
    Carlos Melendez-Moral, Juan
    Mayordomo-Rodriguez, Teresa
    ARCHIVES OF CLINICAL NEUROPSYCHOLOGY, 2013, 28 (08) : 763 - 770
  • [43] Brief Research Report: Psychometric Properties of a Cognitive Load Measure When Assessing the Load Associated With a Course
    Miller, Dan J.
    Noble, Prisca
    Medlen, Sue
    Jones, Karina
    Munns, Suzanne L.
    JOURNAL OF EXPERIMENTAL EDUCATION, 2023, 91 (02): : 401 - 410
  • [44] QUANTITATIVE ELECTROENCEPHALOGRAPHY IN MAN AS A MEASURE OF CNS STIMULATION
    GOLDSTEIN, L
    PFEIFFER, CC
    MURPHREE, HB
    ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 1963, 107 (03) : 1045 - &
  • [45] An Exploratory Study Using Electroencephalography (EEG) to Measure the Smartphone User Experience in the Short Term
    Ding, Yi
    Cao, Yaqin
    Qu, Qingxing
    Duffy, Vincent G.
    INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 2020, 36 (11) : 1008 - 1021
  • [46] Pupillometry as a measure of cognitive load in mental rotation tasks with abstract and embodied figures
    Robert Bauer
    Leonardo Jost
    Bianca Günther
    Petra Jansen
    Psychological Research, 2022, 86 : 1382 - 1396
  • [47] WORK-ICU: UNDERSTANDING COGNITIVE LOAD AS A MEASURE OF WORKLOAD FOR ICU PHYSICIANS
    Agarwal, Ankita
    Gershengorn, Hayley
    Khouli, Hassan
    Pastores, Stephen
    Wilcox, Elizabeth
    Wunsch, Hannah
    Sevransky, Jonathan
    CRITICAL CARE MEDICINE, 2025, 53 (01)
  • [48] Distinguishing cognitive states using electroencephalography local activation and functional connectivity patterns
    Suhail, T. A.
    Indiradevi, K. P.
    Suhara, E. M.
    Poovathinal, Suresh A.
    Ayyappan, Anitha
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 77
  • [49] Pupil dilation as cognitive load measure in instructional videos on complex chemical representations
    Rodemer, Marc
    Karch, Jessica
    Bernholt, Sascha
    FRONTIERS IN EDUCATION, 2023, 8
  • [50] Pupillometry as a measure of cognitive load in mental rotation tasks with abstract and embodied figures
    Bauer, Robert
    Jost, Leonardo
    Gunther, Bianca
    Jansen, Petra
    PSYCHOLOGICAL RESEARCH-PSYCHOLOGISCHE FORSCHUNG, 2022, 86 (05): : 1382 - 1396