Meta-Analysis of Single-Case Research via Multilevel Models

Authors: Moeyaert, M., Manolov, R., & Rodabaugh, E. (2020)

Multilevel modeling is an approach that can be used to summarize single case experimental design (SCED) data, but application is often hampered by being potentially excessively technical. This paper provides an excellent overview of the potential of multilevel meta-analysis to combine SCED data and presents the steps to perform a multilevel meta-analysis.

The full title of this paper is 'Meta-Analysis of Single-Case Research via Multilevel Models: Fundamental Concepts and Methodological Considerations'

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Full Citation: Moeyaert, M., Manolov, R., & Rodabaugh, E. (2020). Meta-analysis of single-case research via multilevel models: Fundamental concepts and methodological considerations. Behavior Modification, 44(2), 265-295.