Concepedia

Student Data Analysis

Student Data Analysis is a methodological construct within the field of educational research and data-driven instruction that involves the systematic examination of student performance and behavioral metrics to inform instructional decisions, distinguishable from broader data analysis practices by its exclusive focus on pedagogical outcomes and learner-specific variables.

1.6K

Publications

69K

Citations

3.8K

Authors

1.3K

Institutions

Publications per year

2017–2026

675

Parents

Publications

1.6K

Statistical Thinking in Empirical Enquiry

C. Wild, Maxine Pfannkuch · International Statistical Review · 1999 · 1.2K citations

, , +13

A Study on Multiple Linear Regression Analysis

Gülden Kaya Uyanık, Neşe Güler · Procedia - Social and Behavioral Sciences · 2013 · 1.2K citations · Full text

, , +15

Using SPSS for Windows and Macintosh: Analyzing and Understanding Data

John Hansen · The American Statistician · 2005 · 828 citations

, , +7

Data mining in education

Cristóbal Romero, Sebastián Ventura · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2012 · 786 citations

, , +9

Educational data mining: A survey and a data mining-based analysis of recent works

Alejandro Peña‐Ayala · Expert Systems with Applications · 2013 · 646 citations

, , +15

1–5 of 1.6K

Authors

3.8K

  1. PP
    Paul Prinsloo

    University of South Africa, South Africa

    11 publications · 690 citations

    11

    h-index

  2. JW
    Jane Watson

    University of Tasmania, Australia

    8 publications · 257 citations

    8

    h-index

  3. SS
    Sharon Slade

    University of South Africa, South Africa

    7 publications · 473 citations

    7

    h-index

  4. BC
    Beth Chance

    California Polytechnic State University, United States

    7 publications · 931 citations

    7

    h-index

  5. JC
    Jeffrey C. Wayman

    Colorado State University, United States

    6 publications · 500 citations

    6

    h-index

1–5 of 3.8K

Institutions

1.3K

  1. University of South Africa

    Pretoria, South Africa

    13 h-index

    18 publications

    1K citations

  2. University of Toronto

    Toronto, Canada

    12 h-index

    13 publications

    797 citations

  3. University of California San Diego

    San Diego, United States

    11 h-index

    27 publications

    1.1K citations

  4. Arizona State University

    Tempe, United States

    11 h-index

    21 publications

    1.1K citations

  5. The Open University

    Milton Keynes, United Kingdom

    11 h-index

    27 publications

    1.8K citations

  6. North Carolina State University

    Raleigh, United States

    11 h-index

    22 publications

    1.1K citations

  7. University of Maryland, College Park

    College Park, United States

    11 h-index

    22 publications

    857 citations

  8. Pennsylvania State University

    State College, United States

    11 h-index

    16 publications

    546 citations

1–8 of 1.3K

Venues

  1. Journal of Statistics Education

    JSE · 53 publications · 2.7K citations

    26

    h-index

  2. The American Statistician

    39 publications · 2.3K citations

    20

    h-index

  3. Statistics Education Research Journal

    26 publications · 1.4K citations

    20

    h-index

  4. Teaching of Psychology

    15 publications · 426 citations

    13

    h-index

  5. Teaching Sociology

    TS · 16 publications · 733 citations

    13

    h-index

1–5