2024
DOI: 10.1037/spq0000637
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Meta-analysis of single-case design research: Application of multilevel modeling.

Mikyung Shin,
Stephanie L. Hart,
Michelle Simmons

Abstract: This study describes the benefits and challenges of meta-analyses of single-case design research using multilevel modeling. The researchers illustrate procedures for conducting meta-analyses using four-level multilevel modeling through open-source R code. The demonstration uses data from multiple-baseline or multiple-probe across-participant single-case design studies (n = 21) on word problem instruction for students with learning disabilities published between 1975 and 2023. Researchers explore changes in lev… Show more

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