Using Multilevel Modeling to Meta-Analyze Single-Case Experimental Design Studies’ Results – Wim Van den Noortgate and Mariola Moeyaert
This workshop introduces the use of multilevel models for meta-analyzing single-subject experimental design (SSED) studies. The course will begin with an overview of multilevel modeling and how the model can be used for SSED meta-analysis of unstandardized data. Next, an overview of how to standardize raw data or effect sizes will be given, and the meta-analysis of these standardized data will be demonstrated. Multiple, real-world examples will be provided as well as opportunities for guided practice for participants. Copies of R-code for every analysis will be provided. Participants need only be familiar with multiple regression analysis and the principles of statistical inference.
Wim Van den Noortgate
University at Albany