Concepedia

Cognitive Load Analytics

Cognitive Load Analytics is a learning analytics methodology that measures and interprets indicators of learners' mental effort during information processing to optimize instructional design and support real-time adaptation of learning environments.

61

Publications

2.8K

Citations

171

Authors

81

Institutions

Publications per year

2017–2026

36

Parents

Publications

61

Galvanic skin response (GSR) as an index of cognitive load

Yu Shi, Natalie Ruiz, Ronnie Taib et al. · 2007 · 415 citations

, , +15

The influence of virtual presence: Effects on experienced cognitive load and learning outcomes in educational computer games

Claudia Schrader, Theo Bastiaens · Computers in Human Behavior · 2011 · 207 citations · Full text

, , +14

Uncovering cognitive processes: Different techniques that can contribute to cognitive load research and instruction

Tamara van Gog, Liesbeth Kester, Fleurie Nievelstein et al. · Computers in Human Behavior · 2009 · 192 citations · Full text

, , +16

Estimating the cognitive value of YouTube's educational videos: A learning analytics approach

Abdulhadi Shoufan · Computers in Human Behavior · 2018 · 164 citations

, , +14

Cognitive Load Estimation in the Wild

Lex Fridman, Bryan Reimer, Bruce Mehler et al. · 2018 · 158 citations · Full text

, , +14

1–5 of 61

Authors

171

  1. KS
    Kshitij Sharma

    Norwegian University of Science and Technology, Norway

    4 publications · 135 citations

    4

    h-index

  2. LP
    Luis P. Prieto

    Universidad de Valladolid, Spain

    3 publications · 90 citations

    3

    h-index

  3. PD
    Pierre Dillenbourg

    École Polytechnique Fédérale de Lausanne, Switzerland

    3 publications · 90 citations

    3

    h-index

  4. EH
    Eric H. C. Choi

    Data61, Australia

    2 publications · 491 citations

    2

    h-index

  5. FC
    Fang Chen

    Data61, Australia

    2 publications · 456 citations

    2

    h-index

1–5 of 171

Institutions

81

  1. UNSW Sydney

    Sydney, Australia

    5 h-index

    9 publications

    542 citations

  2. Data61

    Sydney, Australia

    3 h-index

    10 publications

    2.4K citations

  3. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    3 h-index

    12 publications

    360 citations

  4. Open University of the Netherlands

    Heerlen, The Netherlands

    2 h-index

    5 publications

    826 citations

  5. Harvard University

    Cambridge, United States

    2 h-index

    3 publications

    112 citations

  6. Queen's University

    Kingston, Canada

    2 h-index

    6 publications

    72 citations

  7. Delft University of Technology

    Delft, The Netherlands

    2 h-index

    4 publications

    180 citations

  8. Pontificia Universidad Católica de Chile

    Santiago, Chile

    2 h-index

    5 publications

    61 citations

1–8 of 81

Venues

  1. Computers in Human Behavior

    6 publications · 640 citations

    6

    h-index

  2. Journal of Learning Analytics

    2 publications · 75 citations

    2

    h-index

  3. 1

    h-index

  4. 1

    h-index

  5. Computers & Education

    1 publications · 32 citations

    1

    h-index

1–5