Concepedia

Effect Coding

Effect Coding is a categorical encoding technique that represents categorical variables by comparing each level to the grand mean of all levels, using contrasts of −1, 0, and +1 to ensure interpretability in regression models.

16

Publications

1.6K

Citations

31

Authors

18

Institutions

Publications per year

2017–2026

3

Variants

Deviation Coding

Parents

Publications

16

Effects coding in discrete choice experiments

Mickael Bech, Dorte Gyrd‐Hansen · Health Economics · 2005 · 573 citations

, , +8

Categorical Variables in Regression Analysis: A Comparison of Dummy and Effect Coding

Hussain Alkharusi · International Journal of Education · 2012 · 162 citations · Full text

, , +9

Analysis of Variance of Multiply Imputed Data

Joost R. van Ginkel, Pieter M. Kroonenberg · Multivariate Behavioral Research · 2014 · 156 citations · Full text

, , +16

Non-White, No More: Effect Coding as an Alternative to Dummy Coding With Implications for Higher Education Researchers

Matthew Mayhew, Jeffrey S. Simonoff · Journal of college student development · 2015 · 139 citations

, , +12

When size matters: advantages of weighted effect coding in observational studies

Manfred te Grotenhuis, Ben Pelzer, Rob Eisinga et al. · International Journal of Public Health · 2016 · 133 citations · Full text

, , +11

1–5 of 16

Authors

31

  1. BP
    Ben Pelzer

    Radboud University Nijmegen, Netherlands

    3 publications · 214 citations

    3

    h-index

  2. RN
    Rense Nieuwenhuis

    Stockholm University, Sweden

    3 publications · 214 citations

    3

    h-index

  3. AS
    Alexander Schmidt‐Catran

    University of Cologne, Germany

    2 publications · 164 citations

    2

    h-index

  4. RK
    Ruben Konig

    Radboud University Nijmegen, Netherlands

    2 publications · 164 citations

    2

    h-index

  5. MT
    Manfred te Grotenhuis

    Radboud University Nijmegen, Netherlands

    2 publications · 164 citations

    2

    h-index

1–5 of 31

Institutions

18

  1. Radboud University Nijmegen

    Nijmegen, The Netherlands

    3 h-index

    9 publications

    667 citations

  2. University of Cologne

    Cologne, Germany

    2 h-index

    2 publications

    164 citations

  3. Stockholm University

    Stockholm, Sweden

    2 h-index

    2 publications

    164 citations

  4. University of Leeds

    Leeds, United Kingdom

    1 h-index

    3 publications

    396 citations

  5. University of Greenwich

    London, United Kingdom

    1 h-index

    1 publications

    11 citations

  6. University of British Columbia

    Vancouver, Canada

    1 h-index

    1 publications

    27 citations

  7. Simon Fraser University

    Burnaby, Canada

    1 h-index

    1 publications

    27 citations

  8. University of California, Santa Barbara

    Santa Barbara, United States

    1 h-index

    1 publications

    10 citations

1–8 of 18

Venues

  1. International Journal of Public Health

    SPM · 2 publications · 164 citations

    2

    h-index

  2. MethodsX

    1 publications · 11 citations

    1

    h-index

  3. Research in Higher Education

    1 publications · 24 citations

    1

    h-index

  4. Sociological Methods & Research

    SMR · 1 publications · 10 citations

    1

    h-index

  5. The R Journal

    1 publications · 50 citations

    1

    h-index

1–5