MULTILEVEL MODELING

I led a three-part workshop on multilevel modeling for The PhD Project’s Management Doctoral Student Association (MDSA). Of course, we had to promote the workshop to get people to show up…here’s the promo video:

Part 1: Multilevel Overview

This PowerPoint provides a big picture overview of multilevel modeling.

Part 2: Multilevel Modeling in R

Paul Bliese’s multilevel package tutorial provides a great how-to guide for learning how to conduct mutilevel analysis in R. I have created an R Markdown script intended to augment this tutorial.

Part 3: Growth Modeling in R

Again, the Bliese (2016) multilevel package tutorial is a great how-to guide for growth modeling in R. This R script works through Bliese’s steps and adds some additional script to augment the tutorial.

In addition to working through the Bliese tutorial, you might also benefit from working through the R script we developed for our American Journal of Health Education publication. In addition to growth modeling, we included script for creating construct-level data from item-level data, calculating Cronbach alpha, and creating a correlation table. The data and R script can be accessed and downloaded here.