Concepedia

Interpretable Dropout Prediction

Interpretable Dropout Prediction is a predictive modeling approach within educational data mining that enables the identification of students at risk of dropping out while providing transparent, human-understandable explanations of the model’s decision-making process.

22

Publications

4.1K

Citations

53

Authors

29

Institutions

Publications per year

2017–2026

11

Parents

Publications

22

Predicting Freshman Persistence and Voluntary Dropout Decisions from a Theoretical Model

Ernest T. Pascarella, Patrick T. Terenzini · The Journal of Higher Education · 1980 · 1.1K citations

, , +14

Dropouts from higher education: Toward an empirical model

William G. Spady · Interchange · 1971 · 772 citations

, , +12

Selective drop-out in longitudinal studies and non-biased prediction of behaviour disorders

Dieter Wolke, Andrea Waylen, Muthanna Samara et al. · The British Journal of Psychiatry · 2009 · 641 citations · Full text

, , +15

Predicting Freshman Persistence and Voluntary Dropout Decisions from a Theoretical Model

Ernest T. Pascarella, Patrick T. Terenzini · The Journal of Higher Education · 1980 · 537 citations

, , +14

Temporal predication of dropouts in MOOCs: Reaching the low hanging fruit through stacking generalization

Wanli Xing, Xin Chen, Jared Stein et al. · Computers in Human Behavior · 2016 · 253 citations

, , +10

1–5 of 22

Authors

53

  1. ET
    Ernest T. Pascarella

    University of Illinois Chicago, United States

    2 publications · 1.6K citations

    2

    h-index

  2. RM
    Roland Molontay

    Budapest University of Technology and Economics, Hungary

    2 publications · 171 citations

    2

    h-index

  3. PT
    Patrick T. Terenzini

    Pennsylvania State University, United States

    2 publications · 1.6K citations

    2

    h-index

  4. MN
    Marcell Nagy

    Budapest University of Technology and Economics, Hungary

    2 publications · 171 citations

    2

    h-index

  5. WF
    William F. Gross

    United States Department of Veterans Affairs, United States

    1 publications · 22 citations

    1

    h-index

1–5 of 53

Institutions

29

  1. Budapest University of Technology and Economics

    Budapest, Hungary

    2 h-index

    4 publications

    342 citations

  2. Colorado Mesa University

    Grand Junction, United States

    1 h-index

    2 publications

    126 citations

  3. Montavid Thermodynamic Research Group

    Budapest, Hungary

    1 h-index

    1 publications

    67 citations

  4. King's College London

    London, United Kingdom

    1 h-index

    1 publications

    641 citations

  5. Pontifícia Universidade Católica do Paraná

    Curitiba, Brazil

    1 h-index

    3 publications

    201 citations

  6. Simon Fraser University

    Burnaby, Canada

    1 h-index

    1 publications

    63 citations

  7. Texas Tech University

    Lubbock, United States

    1 h-index

    1 publications

    253 citations

  8. Peninsula College of Medicine and Dentistry

    Plymouth, United Kingdom

    1 h-index

    1 publications

    641 citations

1–8 of 29

Venues

  1. The Journal of Higher Education

    JHE · 2 publications · 1.6K citations

    2

    h-index

  2. The Personnel and Guidance Journal

    1 publications · 55 citations

    1

    h-index

  3. Behavior Therapy

    1 publications · 66 citations

    1

    h-index

  4. Interchange

    1 publications · 772 citations

    1

    h-index

  5. Quarterly Journal of Studies on Alcohol

    1 publications · 22 citations

    1

    h-index

1–5