Concepedia

Treatment Effects

Treatment Effects is a causal inference framework in econometrics that identifies and estimates the impact of a specific intervention or policy on an outcome variable by comparing potential outcomes under treatment and non-treatment conditions.

3.7K

Publications

611.2K

Citations

5.8K

Authors

1.8K

Institutions

Publications per year

2017–2026

1.3K

Parents

Children

Publications

3.7K

Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models

Kristopher J. Preacher, Andrew F. Hayes · Behavior Research Methods · 2008 · 32.7K citations · Full text

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The central role of the propensity score in observational studies for causal effects

Paul R. Rosenbaum, Donald B. Rubin · Biometrika · 1983 · 31K citations · Full text

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SPSS and SAS procedures for estimating indirect effects in simple mediation models

Kristopher J. Preacher, Andrew F. Hayes · Behavior Research Methods, Instruments, & Computers · 2004 · 17.2K citations · Full text

, , +13

Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models

Michael E. Sobel · Sociological Methodology · 1982 · 12.7K citations

, , +10

An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies

Peter C. Austin · Multivariate Behavioral Research · 2011 · 11.9K citations · Full text

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1–5 of 3.7K

Authors

5.8K

  1. GW
    Guido W. Imbens

    Stanford University, United States

    71 publications · 38.2K citations

    43

    h-index

  2. JJ
    James J. Heckman

    University of Chicago, United States

    50 publications · 9.5K citations

    35

    h-index

  3. DB
    Donald B. Rubin

    Harvard University, United States

    42 publications · 70.4K citations

    34

    h-index

  4. JM
    James M. Robins

    Harvard University, United States

    50 publications · 16.1K citations

    34

    h-index

  5. PC
    Peter C. Austin

    University of Toronto, Canada

    36 publications · 27.1K citations

    33

    h-index

1–5 of 5.8K

Institutions

1.8K

  1. Harvard University

    Cambridge, United States

    84 h-index

    426 publications

    89K citations

  2. University of California, Berkeley

    Berkeley, United States

    64 h-index

    272 publications

    32.6K citations

  3. University of Chicago

    Chicago, United States

    57 h-index

    162 publications

    66.4K citations

  4. Stanford University

    Stanford, United States

    55 h-index

    188 publications

    39.7K citations

  5. National Bureau of Economic Research

    Cambridge, United States

    55 h-index

    180 publications

    75K citations

  6. Harvard University Press

    Cambridge, United States

    51 h-index

    124 publications

    41.4K citations

  7. University of Pennsylvania

    Philadelphia, United States

    48 h-index

    236 publications

    31K citations

  8. University of Michigan

    Ann Arbor, United States

    47 h-index

    150 publications

    19.5K citations

1–8 of 1.8K

Venues

  1. Statistics in Medicine

    214 publications · 32.1K citations

    71

    h-index

  2. Journal of the American Statistical Association

    151 publications · 42.5K citations

    66

    h-index

  3. SSRN Electronic Journal

    Repository · 226 publications · 15.1K citations

    58

    h-index

  4. Biometrics

    103 publications · 7.7K citations

    43

    h-index

  5. Econometrica

    48 publications · 28.9K citations

    39

    h-index

1–5