This article provides an overview of recent developments in mediation analysis, that is,
analyses used to assess the relative magnitude of different pathways and mechanisms by …

Mediation processes are fundamental to many classic and emerging theoretical paradigms
within psychology. Innovative methods continue to be developed to address the diverse …

In epidemiological studies it is often necessary to disentangle the pathways that link an
exposure to an outcome. Typically the aim is to identify the total effect of the exposure on the …

The incorporation of causal inference in mediation analysis has led to theoretical and
methodological advancements—effect definitions with causal interpretation, clarification of …

The overall effect of an exposure on an outcome, in the presence of a mediator with which
the exposure may interact, can be decomposed into 4 components:(1) the effect of the …

Page 1 Introduction to SECOND EDITION Mediation, Moderation, and Conditional Process
Analysis | A Regression-Based Approach : .. X W MW M Y : Andrew F. Hayes Page 2 ebook …

We revisit the well‐known but often misunderstood issue of (non) collapsibility of effect
measures in regression models for binary and time‐to‐event outcomes. We describe an …

An important problem within both epidemiology and many social sciences is to break down
the effect of a given treatment into different causal pathways and to quantify the importance …

In the last few years, there have been a number of papers develo** methods for mediation
analysis from a counterfactual perspective, building on some of the original insights of …

We consider causal mediation analysis when exposures and mediators vary over time. We
give non-parametric identification results, discuss parametric implementation and also …