Concepedia

Causal Transparency

Causal Transparency is a methodological principle in scientific research that ensures the mechanisms and assumptions underlying causal inferences are explicitly represented and accessible for scrutiny, thereby distinguishing it from opaque or black-box approaches to causal analysis.

11

Publications

1.3K

Citations

33

Authors

29

Institutions

Publications per year

2017–2026

5

Parents

Publications

11

Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems

Anupam Datta, Shayak Sen, Yair Zick · 2016 · 696 citations

, , +13

Transparency in Ecology and Evolution: Real Problems, Real Solutions

Timothy Parker, Wolfgang Forstmeier, Julia Koricheva et al. · Trends in Ecology & Evolution · 2016 · 208 citations · Full text

, , +9

On the Consistency Rule in Causal Inference

Judea Pearl · Epidemiology · 2010 · 155 citations

, , +13

Emulation and “overemulation” in the social learning of causally opaque versus causally transparent tool use by 23- and 30-month-olds

Nicola McGuigan, Andrew Whiten · Journal of Experimental Child Psychology · 2009 · 97 citations

, , +8

Contrasting Social and Cognitive Accounts on Overimitation: The Role of Causal Transparency and Prior Experiences

Hanna Schleihauf, Sabine Graetz, Sabina Pauen et al. · Child Development · 2017 · 57 citations

, , +10

1–5 of 11

Authors

33

  1. BD
    Bruno Dente

    Politecnico di Milano, Italy

    1 publications · 12 citations

    1

    h-index

  2. JB
    Jeb Barnes

    University of Southern California, United States

    1 publications · 29 citations

    1

    h-index

  3. NM
    Nicola McGuigan

    Heriot-Watt University, United Kingdom

    1 publications · 97 citations

    1

    h-index

  4. TP
    Timothy Parker

    Whitman College, United States

    1 publications · 208 citations

    1

    h-index

  5. JK
    Julia Koricheva

    Royal Holloway University of London, United Kingdom

    1 publications · 208 citations

    1

    h-index

1–5 of 33

Institutions

29

  1. Royal Holloway University of London

    Egham, United Kingdom

    1 h-index

    1 publications

    208 citations

  2. University of California, Riverside

    Riverside, United States

    1 h-index

    1 publications

    29 citations

  3. Ruhr University Bochum

    Bochum, Germany

    1 h-index

    1 publications

    11 citations

  4. Max Planck Society

    Munich, Germany

    1 h-index

    1 publications

    24 citations

  5. Heriot-Watt University

    Edinburgh, United Kingdom

    1 h-index

    1 publications

    97 citations

  6. The University of Melbourne

    Melbourne, Australia

    1 h-index

    2 publications

    416 citations

  7. Max Planck Institute for Human Cognitive and Brain Sciences

    Leipzig, Germany

    1 h-index

    1 publications

    57 citations

  8. Bracco (Italy)

    Milan, Italy

    1 h-index

    1 publications

    12 citations

1–8 of 29

Venues

  1. Journal of Experimental Child Psychology

    JECP · 1 publications · 97 citations

    1

    h-index

  2. Epidemiology

    1 publications · 155 citations

    1

    h-index

  3. Child Development

    1 publications · 57 citations

    1

    h-index

  4. Evaluation

    1 publications · 12 citations

    1

    h-index

  5. Synthese

    1 publications · 13 citations

    1

    h-index

1–5