IDEAS home Printed from https://ideas.repec.org/c/boc/bocode/s457294.html
 

MEDIATION: Stata module for causal mediation analysis and sensitivity analysis

Author

Listed:
  • Raymond Hicks

    (Niehaus Center for Globalization and Governance, Princeton University)

  • Dustin Tingley

    (Harvard University)

Programming Language

Stata

Abstract

mediation estimates the role of particular causal mechanisms that mediate a relationship between treatment and outcome variables. Calculates causal mediation effects and direct effects for models with continuous or binary dependent variables using methods presented in Imai et al 2010. Also calculates sensitivity analyses for mediation effects that are necessary due to non-random assignment of mediating variable. Package replaces earlier approaches like the "Baron-Kenny" method and "Sobel test" for the case of continuous mediator and outcome variables, producing identical results as these earlier methods but not put in a causal inference framework and with sensitivity analyses to the key identification assumption. For models with binary mediators or outcomes, correct calculation of mediation effects are implemented that take into account the use of non-linear models such as probit.

Suggested Citation

  • Raymond Hicks & Dustin Tingley, 2011. "MEDIATION: Stata module for causal mediation analysis and sensitivity analysis," Statistical Software Components S457294, Boston College Department of Economics, revised 19 Nov 2012.
  • Handle: RePEc:boc:bocode:s457294
    Note: This module should be installed from within Stata by typing "ssc install mediation". The module is made available under terms of the GPL v3 (https://www.gnu.org/licenses/gpl-3.0.txt). Windows users should not attempt to download these files with a web browser.
    as

    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/bocode/m/medeff.ado
    File Function: program code
    Download Restriction: no

    File URL: http://fmwww.bc.edu/repec/bocode/m/medeff.sthlp
    File Function: help file
    Download Restriction: no

    File URL: http://fmwww.bc.edu/repec/bocode/m/medsens.ado
    File Function: program code
    Download Restriction: no

    File URL: http://fmwww.bc.edu/repec/bocode/m/medsens.sthlp
    File Function: help file
    Download Restriction: no

    File URL: http://fmwww.bc.edu/repec/bocode/b/BinaryMediatorContOutcome.dta
    File Function: sample data file
    Download Restriction: no

    File URL: http://fmwww.bc.edu/repec/bocode/c/ContMediatorBinaryOutcome.dta
    File Function: sample data file
    Download Restriction: no

    File URL: http://fmwww.bc.edu/repec/bocode/c/ContMediatorContOutcome.dta
    File Function: sample data file
    Download Restriction: no
    ---><---

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:boc:bocode:s457294. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christopher F Baum (email available below). General contact details of provider: https://edirc.repec.org/data/debocus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.