Testing mediation: The endogeneity problem and the solution

Details

Serval ID
serval:BIB_073F65EAF1A3
Type
Inproceedings: an article in a conference proceedings.
Collection
Publications
Institution
Title
Testing mediation: The endogeneity problem and the solution
Title of the conference
Master Tutorial. Society for Industrial and Organizational Psychology, Anaheim, U.S.A.
Author(s)
Antonakis J.
Publication state
Published
Issued date
04/2016
Peer-reviewed
Oui
Language
english
Abstract
A mediator is a dependent variable, m (e.g., charisma), that is thought to channel the effect of an independent variable, x (e.g., receiving training or not), on another dependent variable (e.g., subordinate satisfaction), y. In experimental settings x is manipulated-subjects are randomized to treatment-to isolate the causal effect of x on other variables. If m is not or cannot be manipulated, which is often the case, its causal effect on other variables cannot be determined; thus, standard mediation tests cannot inform policy or practice. I will show how an econometric procedure, called instrumental-variable estimation, can examine mediation in such cases.
Create date
28/06/2016 19:01
Last modification date
20/08/2019 13:29
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