Concepedia

Controlled Experiment Design

Controlled Experiment Design is a research methodology framework in which variables are systematically manipulated and held constant under strict conditions to isolate causal relationships, distinguished from other empirical designs by its emphasis on randomization, control groups, and experimental precision in evaluating interventions within tutoring systems.

3K

Publications

217.2K

Citations

8.3K

Authors

2.3K

Institutions

Publications per year

2017–2026

796

Parents

Publications

3K

Design and Analysis of Computer Experiments

Jerome Sacks, William J. Welch, Toby J. Mitchell et al. · Statistical Science · 1989 · 7K citations · Full text

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Experimental Design: Procedures for the Behavioral Sciences.

Sidney Addelman, Roger E. Kirk · Journal of the American Statistical Association · 1969 · 5.2K citations

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Design Experiments: Theoretical and Methodological Challenges in Creating Complex Interventions in Classroom Settings

Ann L. Brown · Journal of the Learning Sciences · 1992 · 4K citations

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Design Experiments in Educational Research

Paul Cobb, Jere Confrey, Andrea A. diSessa et al. · Educational Researcher · 2003 · 3.5K citations

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Design and Analysis of Experiments in Psychology and Education.

A. S. C. Ehrenberg, E. F. Lindquist · Journal of the Royal Statistical Society Series A (General) · 1954 · 2.6K citations

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1–5 of 3K

Authors

8.3K

  1. XN
    Xiaoli Nan

    University of Maryland, College Park, United States

    12 publications · 1.7K citations

    11

    h-index

  2. LP
    Lutz Prechelt

    Freie Universität Berlin, Germany

    10 publications · 646 citations

    10

    h-index

  3. MB
    Michel Beaudouin-Lafon

    Centre National de la Recherche Scientifique, France

    9 publications · 653 citations

    9

    h-index

  4. MG
    Marcela Genero

    University of Castilla-La Mancha, Spain

    9 publications · 270 citations

    9

    h-index

  5. ED
    Eric D. Ragan

    University of Florida, United States

    9 publications · 264 citations

    9

    h-index

1–5 of 8.3K

Institutions

2.3K

  1. University of Maryland, College Park

    College Park, United States

    29 h-index

    68 publications

    7.8K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    25 h-index

    106 publications

    6.4K citations

  3. University of Michigan

    Ann Arbor, United States

    23 h-index

    72 publications

    5K citations

  4. Stanford University

    Stanford, United States

    23 h-index

    77 publications

    5.1K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    23 h-index

    55 publications

    3.5K citations

  6. University of Waterloo

    Waterloo, Canada

    20 h-index

    56 publications

    2.7K citations

  7. University of California, Berkeley

    Berkeley, United States

    20 h-index

    55 publications

    8.2K citations

  8. University of Wisconsin–Madison

    Madison, United States

    19 h-index

    34 publications

    4.7K citations

1–8 of 2.3K

Venues

  1. IEEE Transactions on Software Engineering

    TSE · 23 publications · 3.2K citations

    23

    h-index

  2. SSRN Electronic Journal

    Repository · 41 publications · 1.2K citations

    20

    h-index

  3. PLoS ONE

    22 publications · 862 citations

    18

    h-index

  4. Journal of the American Statistical Association

    16 publications · 7.9K citations

    15

    h-index

  5. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 16 publications · 1.2K citations

    15

    h-index

1–5