Multilevel path analysis using lavaan and RStudio (video 1: includes test of Level 2 mediation) @mikecrowson2462
Multilevel path analysis using lavaan and RStudio (video 1: includes test of Level 2 mediation) @mikecrowson2462
Uploaded April 2024 | Updated September 2026, 2 weeks ago
This video provides a demonstration of multilevel path analysis using an example from Heck and Thomas (2015) book, An introduction to multilevel modeling techniques: MLM and SEM approaches using MPLUS. [See my next video in the series here: youtu.be/mayQ79h_Dt8. ]

A copy of the .csv file containing the data can be downloaded here:
drive.google.com/file/d/1FU6kzwtPum6UHMqj-gdkpHpSq1yMQ1bd/view

You can download a copy of the basic syntax I use in this video here:
drive.google.com/file/d/1Yt7COMLa0uZzjfDNfDNcY_BpTDWAsMLy/view
Multilevel path analysis using lavaan and RStudio (video 1: includes test of Level 2 mediation)Creating an SPSS data file: Understanding and implementing the basicsOne way ANOVA in SPSS: How to generate planned contrasts using lmatrix subcommand (Feb 2021)Obtaining bootstrap CIs around goodness of fit measures when performing SEM using STATA (fun extra)Multilevel binary logistic regression using Stata drop-down menus March 2020)Forward, backward, and stepwise multiple regression options in SPSS (July 2020)Process Model 58 (moderated mediation) using Process macro in RStudioMultilevel path analysis using lavaan and RStudio (video 3 in series)Installing Huangs (2020) SPSS macro for cluster robust standard errorsMultilevel 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 8
Mike Crowson |

Multilevel path analysis using lavaan and RStudio (video 1: includes test of Level 2 mediation)

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