Multilevel path analysis using lavaan in RStudio (video2; 1-1-1 mediation model) @mikecrowson2462
Multilevel path analysis using lavaan in RStudio (video2; 1-1-1 mediation model)  @mikecrowson2462
Uploaded April 2024 | Updated September 2026, 2 weeks ago
This video (the second in this series) provides a demonstration of multilevel path analysis involving mediation at Level 1 - or the the so-called 1-1-1 mediation model, where the antecedent(s), mediator, and outcome are all measured at Level 1. This video picks up where my previous video (youtu.be/jaZtRgBJ_Tk) on multilevel path analysis where I demonstrated mediation at Level 2.

The data (stored as a .csv file) for this article can be downloaded here: drive.google.com/file/d/1bsASjTem3TqlVNteJX5NuftCZf55ZSu_/view

Syntax file: drive.google.com/file/d/1HYELPDRpL8rSTqtZwmLkaZHOQMNKCUQz/view

The third video in this series on multilevel path analysis using lavaan can be found here: youtu.be/mSgco6_55lo

The original article from which the data were obtained can be accessed here: journals.plos.org/plosone/article?id=10.1371/journal.pone.0132123#sec028
Multilevel path analysis using lavaan in RStudio (video2; 1-1-1 mediation model)Multiple indictor-Multiple Cause (MIMIC) models using AMOS (Jan 2021)Testing moderated mediation (with parallel mediators) in SPSS with Process Models 7 and 8How to obtain Standardized root mean square residual during SEM with AMOSIndependent samples t-test using SPSS (short demo; April 2020)Moderated mediation in SPSS using Hayes Process Macro (Model 7)Introduction to R for SPSS users: Setting up and managing dataframes (and a few extras)Path analysis with manifest variables using Stata Part 2: Direct, indirect, and total effectsPart 2 of McDonalds omega as alternative to Cronbachs alpha using Hayes OMEGA macroRestructing repeated measures data in Stata from Wide format to Long formatIntroductory statistical concepts 2026Determining number of factors: Exploratory factor analysis (EFA) using RStudio and EFA.dimensions
Mike Crowson |

Multilevel path analysis using lavaan in RStudio (video2; 1-1-1 mediation model)

SHARE TO X SHARE TO REDDIT SHARE TO FACEBOOK WALLPAPER