Title: The use of multilevel analysis for integrating single-case experimental design results within a study and across studies
Authors: Baek, Eun Kyeng ×
Moeyaert, Mariola
Petit-Bois, Merlande
Beretvas, S. Natasha
Van Den Noortgate, Wim
Ferron, John #
Issue Date: 13-Sep-2014
Publisher: Lawrence Erlbaum Associates Ltd.
Series Title: Neuropsychological Rehabilitation vol:24 pages:590-606
Abstract: The use of multilevel models as a method for synthesizing single-case experimental design results is receiving increased consideration. In this article we discuss the potential advantages and limitations of the multilevel modeling approach. We present a basic two-level model where observations are nested within cases, and then discuss extensions of the basic model to accommodate trends, moderators of the intervention effect, non-continuous outcomes, heterogeneity, autocorrelation, the nesting of cases within studies, and more complex single-case design types. We then consider methods for standardizing the effect estimates and alternative approaches to estimating the models. These modeling and analysis options are followed by an illustrative example.
ISSN: 0960-2011
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Methodology of Educational Sciences
Leuven Statistics Research Centre (LStat)
Faculty of Psychology and Educational Sciences, Campus Kulak Kortrijk – miscellaneous
× corresponding author
# (joint) last author

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