Literature DB >> 23862576

A d-statistic for single-case designs that is equivalent to the usual between-groups d-statistic.

William R Shadish1, Larry V Hedges, James E Pustejovsky, Jonathan G Boyajian, Kristynn J Sullivan, Alma Andrade, Jeannette L Barrientos.   

Abstract

We describe a standardised mean difference statistic (d) for single-case designs that is equivalent to the usual d in between-groups experiments. We show how it can be used to summarise treatment effects over cases within a study, to do power analyses in planning new studies and grant proposals, and to meta-analyse effects across studies of the same question. We discuss limitations of this d-statistic, and possible remedies to them. Even so, this d-statistic is better founded statistically than other effect size measures for single-case design, and unlike many general linear model approaches such as multilevel modelling or generalised additive models, it produces a standardised effect size that can be integrated over studies with different outcome measures. SPSS macros for both effect size computation and power analysis are available.

Keywords:  Analysis; Meta-analysis; Single-case designs; Standardised mean difference; d-Statistic

Mesh:

Year:  2013        PMID: 23862576     DOI: 10.1080/09602011.2013.819021

Source DB:  PubMed          Journal:  Neuropsychol Rehabil        ISSN: 0960-2011            Impact factor:   2.868


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