Statistical Mediation Analysis

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Counterfactual Graphical Models for Longitudinal Mediation Analysis With Unobserved Confounding (2012, background): “t by (anti) synergistically interacting with the treatment has been made in [2]. Multiple examples of mediation analysis studies in psychology, agriculture, epidemiology, and other ﬁelds are given in [6]. Questions of this type can be phrased formally in the mathematical language of counterfactuals ”
How and When Humble Leadership Facilitates Employee Job Performance: The Roles of Feeling Trusted and Job Autonomy (2020, background): “The surveys were administered to the employees in three waves (time points) to create a time lag between surveytaking events to alleviate reverse causality concerns in testing the posited relationships (MacKinnon et al., 2012; Mitchell & James, 2001; Podsakoff et al., 2003).”