Concepedia

Learning Behavior Analytics

Learning Behavior Analytics is a type of learning analytics that focuses on the systematic measurement, collection, and analysis of students' behavioral traces during learning activities to inform and improve formative assessment practices through actionable insights into engagement, progress, and performance patterns.

317

Publications

16.4K

Citations

944

Authors

345

Institutions

Publications per year

2017–2026

183

Parents

Publications

317

Learning Analytics Dashboard Applications

Katrien Verbert, Erik Duval, Joris Klerkx et al. · American Behavioral Scientist · 2013 · 612 citations · Full text

, , +16

Social learning analytics

Rebecca Ferguson, Simon Buckingham Shum · 2012 · 522 citations · Full text

, , +16

Open University Learning Analytics dataset

Jakub Kužílek, Martin Hlosta, Zdeněk Zdráhal · Scientific Data · 2017 · 465 citations · Full text

, , +17

Learning Analytics Methods, Benefits, and Challenges in Higher Education: A Systematic Literature Review

Sandra G. Nunn, John T. Avella, Therese Kanai et al. · Online Learning · 2016 · 393 citations · Full text

, , +15

Social learning analytics

Simon Buckingham Shum, Rebecca Ferguson · 2012 · 353 citations · Full text

, , +16

1–5 of 317

Authors

944

  1. DG
    Dragan Gašević

    Monash University, Australia

    10 publications · 380 citations

    10

    h-index

  2. HO
    Hiroaki Ogata

    Tokushima University, Japan

    11 publications · 417 citations

    10

    h-index

  3. AS
    Atsushi Shimada

    Kyushu University, Japan

    7 publications · 258 citations

    7

    h-index

  4. SD
    Shane Dawson

    University of South Australia, Australia

    7 publications · 248 citations

    7

    h-index

  5. CY
    Chengjiu Yin

    Kyushu University, Japan

    6 publications · 154 citations

    6

    h-index

1–5 of 944

Institutions

345

  1. Central China Normal University

    Wuhan, China

    10 h-index

    33 publications

    1.1K citations

  2. The Open University

    Milton Keynes, United Kingdom

    9 h-index

    25 publications

    3.2K citations

  3. Monash University

    Melbourne, Australia

    8 h-index

    16 publications

    491 citations

  4. University of Michigan

    Ann Arbor, United States

    7 h-index

    19 publications

    804 citations

  5. University of South Australia

    Adelaide, Australia

    7 h-index

    14 publications

    436 citations

  6. The University of Sydney

    Sydney, Australia

    6 h-index

    6 publications

    380 citations

  7. University of Belgrade

    Belgrade, Serbia

    6 h-index

    6 publications

    286 citations

  8. Athabasca University

    Athabasca, Canada

    6 h-index

    11 publications

    932 citations

1–8 of 345

Venues

  1. Journal of Learning Analytics

    9 publications · 346 citations

    10

    h-index

  2. IEEE Transactions on Learning Technologies

    7 publications · 369 citations

    7

    h-index

  3. Education and Information Technologies

    6 publications · 387 citations

    7

    h-index

  4. Interactive Learning Environments

    ILE · 7 publications · 319 citations

    7

    h-index

  5. British Journal of Educational Technology

    BJET · 7 publications · 472 citations

    7

    h-index

1–5