Concepedia

Learning Analytics

Learning Analytics is the systematic collection, analysis, and interpretation of data generated in educational contexts to assess student learning outcomes, inform instructional design, and enhance learning environments through evidence-based interventions.

2.4K

Publications

137.3K

Citations

4.9K

Authors

1.4K

Institutions

Publications per year

2017–2026

1.5K

Variants

LaLearning Analytics For Augmented Reality

Parents

Children

Publications

2.4K

Penetrating the Fog: Analytics in Learning and Education.

George Siemens, Phil Long · 2011 · 1.8K citations

, , +9

Learning analytics: drivers, developments and challenges

Rebecca Ferguson · International Journal of Technology Enhanced Learning · 2012 · 1.3K citations

, , +5

Learning Analytics

George Siemens · American Behavioral Scientist · 2013 · 1.1K citations

, , +16

Educational data mining and learning analytics: An updated survey

Cristóbal Romero, Sebastián Ventura · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2020 · 971 citations · Full text

, , +16

Learning analytics and educational data mining

George Siemens, Ryan S. Baker · 2012 · 969 citations

, , +8

1–5 of 2.4K

Authors

4.9K

  1. DG
    Dragan Gašević

    Monash University, Australia

    121 publications · 11.6K citations

    56

    h-index

  2. SD
    Shane Dawson

    University of South Australia, Australia

    57 publications · 6.8K citations

    37

    h-index

  3. AP
    Abelardo Pardo

    University of South Australia, Australia

    45 publications · 4.5K citations

    34

    h-index

  4. RM
    Roberto Martínez‐Maldonado

    Monash University, Australia

    37 publications · 2.2K citations

    27

    h-index

  5. SB
    Simon Buckingham Shum

    University of Technology Sydney, Australia

    38 publications · 3.3K citations

    25

    h-index

1–5 of 4.9K

Institutions

1.4K

  1. Monash University

    Melbourne, Australia

    46 h-index

    207 publications

    11.2K citations

  2. The Open University

    Milton Keynes, United Kingdom

    45 h-index

    212 publications

    20.6K citations

  3. University of Edinburgh

    Edinburgh, United Kingdom

    45 h-index

    109 publications

    14.1K citations

  4. University of South Australia

    Adelaide, Australia

    41 h-index

    138 publications

    15K citations

  5. The University of Sydney

    Sydney, Australia

    32 h-index

    87 publications

    7.5K citations

  6. University of Technology Sydney

    Sydney, Australia

    31 h-index

    124 publications

    6.5K citations

  7. Open University of the Netherlands

    Heerlen, The Netherlands

    26 h-index

    84 publications

    7.3K citations

  8. KU Leuven

    Leuven, Belgium

    26 h-index

    112 publications

    12.1K citations

1–8 of 1.4K

Venues

  1. Journal of Learning Analytics

    131 publications · 7.6K citations

    45

    h-index

  2. British Journal of Educational Technology

    BJET · 65 publications · 5.2K citations

    40

    h-index

  3. Computers in Human Behavior

    41 publications · 5.7K citations

    33

    h-index

  4. Computers & Education

    35 publications · 3.1K citations

    28

    h-index

  5. IEEE Transactions on Learning Technologies

    33 publications · 3.3K citations

    27

    h-index

1–5