Part 1: A causal inference approach to mediation analysis using PROCESS (Simple mediation) (revised) @mikecrowson2462
Part 1: A causal inference approach to mediation analysis using PROCESS (Simple mediation) (revised)  @mikecrowson2462
Uploaded July 2026 | Updated September 2026, 2 weeks ago
This video introduces mediation analysis and discusses causal inference. I also demonstrate simple mediation analysis using Hayes' PROCESS macro both with and without confounders. Materials referenced in the video are linked below.

IMPORTANT: The presentation focuses on performing the analysis using the PROCESS GUI. However, the limitation I mention in the video about using global confounds can be addressed by way of using PROCESS syntax which is demonstrated in the Powerpoint Appendix B.

Powerpoint:
drive.google.com/file/d/1d8oIUmIeMVMMDZ3p8XvTBGEHDzfmrS2p/view

Dataset for examples can be downloaded at: drive.google.com/file/d/15kAx9ACvNg86mR5arLo3wA19r71-kc4Z/view
Part 1: A causal inference approach to mediation analysis using PROCESS (Simple mediation) (revised)Estimation of composite reliability / omega using AMOS in the context of a two factor CFA modelRunning path analysis in AMOS from summary matrix input dataLatent variable interactions in AMOS using double-mean centered product indicatorsFixed and random effects models with panel data using Stata 19 (Part 2)Testing linearity in the logit using the Box-Tidwell transformation in SPSS (Part 2 of 2)Basic introduction to multiple regression using RStudio (Jan 2024)Importing SPSS file with missing data into R Studio (see video description for linked data files)Calculator for odds, risks, & odds and relative risk ratios from two case profiles (logistic reg)Stata commands and options for performing subgroup analyses (Sept 2021)Multilevel modeling with longitudinal data in RStudio (Example from Hox et al., 2018)Recoding variables using Stata (August 2021)
Mike Crowson |

Part 1: A causal inference approach to mediation analysis using PROCESS (Simple mediation) (revised)

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