Concepedia

Path-specific Effects

Path-Specific Effects is a causal inference construct that isolates the effect of a treatment on an outcome along a specific causal pathway in a structural model, distinguishing it from total or indirect effects by explicitly accounting for the mediating mechanisms through which the effect operates.

54

Publications

3.9K

Citations

150

Authors

85

Institutions

Publications per year

2017–2026

24

Parents

Publications

54

Causal Mediation Analysis with Multiple Mediators

Rhian Daniel, Bianca De Stavola, S. N. Cousens et al. · Biometrics · 2014 · 333 citations · Full text

, , +12

Interventional Effects for Mediation Analysis with Multiple Mediators

Stijn Vansteelandt, Rhian Daniel · Epidemiology · 2016 · 286 citations · Full text

, , +14

<b>medflex</b>: An <i>R</i> Package for Flexible Mediation Analysis using Natural Effect Models

Johan Steen, Tom Loeys, Beatrijs Moerkerke et al. · Journal of Statistical Software · 2017 · 265 citations · Full text

, , +15

Bound and path effects in double and triple bounded dichotomous choice contingent valuation

Ian J. Bateman, Ian H. Langford, Geoffrey N. Kerr · Resource and Energy Economics · 2001 · 233 citations

, , +9

Identifiability of path-specific effects

Chen Avin, Ilya Shpitser, Judea Pearl · eScholarship (California Digital Library) · 2005 · 196 citations · Full text

, , +16

1–5 of 54

Authors

150

  1. SV
    Stijn Vansteelandt

    Ghent University, Belgium

    6 publications · 1.1K citations

    6

    h-index

  2. YW
    Yongkai Wu

    University of Arkansas at Fayetteville, United States

    4 publications · 258 citations

    4

    h-index

  3. IS
    Ilya Shpitser

    Johns Hopkins University, United States

    4 publications · 272 citations

    4

    h-index

  4. LZ
    Lu Zhang

    University of Arkansas at Fayetteville, United States

    4 publications · 258 citations

    4

    h-index

  5. XW
    Xintao Wu

    University of Arkansas at Fayetteville, United States

    4 publications · 258 citations

    4

    h-index

1–5 of 150

Institutions

85

  1. University of Arkansas at Fayetteville

    Fayetteville, United States

    4 h-index

    12 publications

    774 citations

  2. Johns Hopkins University

    Baltimore, United States

    4 h-index

    6 publications

    127 citations

  3. Harvard University

    Cambridge, United States

    4 h-index

    8 publications

    253 citations

  4. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    3 h-index

    5 publications

    1.1K citations

  5. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    5 publications

    593 citations

  6. Ghent University

    Ghent, Belgium

    3 h-index

    7 publications

    603 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    5 publications

    94 citations

  8. Harvard University Press

    Cambridge, United States

    2 h-index

    2 publications

    85 citations

1–8 of 85

Venues

  1. Bulletin of the Seismological Society of America

    BSSA · 3 publications · 150 citations

    3

    h-index

  2. Biometrics

    3 publications · 407 citations

    3

    h-index

  3. Geophysical Research Letters

    2 publications · 181 citations

    2

    h-index

  4. PubMed

    Repository · 2 publications · 50 citations

    2

    h-index

  5. Statistical Methods in Medical Research

    2 publications · 48 citations

    2

    h-index

1–5