Concepedia

Intervention Recommendation

Intervention Recommendation is an academic concept in adaptive learning analytics that denotes a systematically generated proposal for pedagogical action, derived from learner data analysis, intended to optimize learning outcomes by addressing specific detected learning needs or barriers.

14

Publications

838

Citations

60

Authors

32

Institutions

Publications per year

2017–2026

5

Parents

Publications

14

Q-learning: A data analysis method for constructing adaptive interventions.

Inbal Nahum‐Shani, Min Qian, Daniel Almirall et al. · Psychological Methods · 2012 · 180 citations · Full text

, , +16

An overview of using academic analytics to predict and improve students' achievement: A proposed proactive intelligent intervention

Usamah bin Mat, Norlida Buniyamin, Pauziah Mohd Arsad et al. · 2013 · 115 citations

, , +17

Supporting self-regulated learning with learning analytics interventions – a systematic literature review

Sami Heikkinen, Mohammed Saqr, Jonna Malmberg et al. · Education and Information Technologies · 2022 · 107 citations · Full text

, , +14

Understanding the role of study strategies and learning disabilities on student academic performance to enhance educational approaches: A proposal using artificial intelligence

Adriano Bressane, Daniel Zwirn, Alexei Mikhailovich Essiptchouk et al. · Computers and Education Artificial Intelligence · 2023 · 82 citations · Full text

, , +15

Contribution of child protection workers’ attitudes to their risk assessments and intervention recommendations: a study in Israel

Bilha Davidson‐Arad, Rami Benbenishty · Health & Social Care in the Community · 2009 · 80 citations

, , +16

1–5 of 14

Authors

60

  1. DN
    Daniela N Schulz

    Maastricht University, Netherlands

    1 publications · 74 citations

    1

    h-index

  2. KM
    Kelly M. Spoon

    University of California San Diego, United States

    1 publications · 14 citations

    1

    h-index

  3. MT
    Matti Tedre

    University of Eastern Finland, Finland

    1 publications · 107 citations

    1

    h-index

  4. JG
    James G. Waxmonsky

    Penn State Milton S. Hershey Medical Center, United States

    1 publications · 180 citations

    1

    h-index

  5. DA
    Daniel Almirall

    University of Michigan, United States

    1 publications · 180 citations

    1

    h-index

1–5 of 60

Institutions

32

  1. Northern Illinois University

    DeKalb, United States

    1 h-index

    2 publications

    86 citations

  2. San Diego State University

    San Diego, United States

    1 h-index

    7 publications

    98 citations

  3. University of Oulu

    Oulu, Finland

    1 h-index

    1 publications

    107 citations

  4. Columbia University

    New York, United States

    1 h-index

    1 publications

    180 citations

  5. Institute for Social Research

    Oslo, Norway

    1 h-index

    1 publications

    180 citations

  6. The University of Queensland

    Brisbane, Australia

    1 h-index

    5 publications

    190 citations

  7. Maastricht University

    Maastricht, The Netherlands

    1 h-index

    5 publications

    370 citations

  8. Austin College

    Sherman, United States

    1 h-index

    1 publications

    15 citations

1–8 of 32

Venues

  1. Studies In Educational Evaluation

    1 publications · 43 citations

    1

    h-index

  2. Education and Information Technologies

    1 publications · 107 citations

    1

    h-index

  3. 1

    h-index

  4. Assessment for Effective Intervention

    1 publications · 18 citations

    1

    h-index

  5. Journal of Medical Internet Research

    1 publications · 74 citations

    1

    h-index

1–5