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Randomization tests for single-case experiments: State of the art, state of the science, and state of the application

Journal of Contextual Behavioral Science

Special Issue on Technical, Practical and Analytic Innovations in Single Case Designs for Contextual Behavioral Scientists

Volume 3, Issue 1, January 2014, Pages 51-64

Authors

Mieke Heyvaert, Patrick Onghena

Abstract

A single-case experimental design is a research design that can be used to evaluate the effect of an intervention for a single entity. There are two important schedules to include randomization into the design of single-case experiments: phase designs and alternation designs. We present these two schedules and provide a detailed example for each schedule. For both examples, we illustrate the use of a free software package that assists researchers in designing and analyzing single-case experiments using randomization tests. Furthermore, we discuss several additions (simultaneous and sequential replication designs; meta-analysis of single-case experimental studies) and alternatives (statistical and visual analysis methods).

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