Randomization procedures in single-case intervention research contexts: (Some of) "the rest of the story".

Abstract:

:Following up on articles recently published in this journal, the present contribution tells (some of) "the rest of the story" about the value of randomization in single-case intervention research investigations. Invoking principles of internal, statistical-conclusion, and external validity, we begin by emphasizing the critical distinction between design randomization and analysis randomization, along with the necessary correspondence between the two. Four different types of single-case design-and-analysis randomization are then discussed. The persistent negative influence of serially dependent single-case outcome observations is highlighted, accompanied by examples of inappropriate applications of parametric and nonparametric tests that have appeared in the literature. We conclude by presenting valid applications of single-case randomization procedures in various single-case intervention contexts, with specific reference to a freely available Excel-based software package that can be accessed to incorporate the present randomization schemes into a wide variety of single-case intervention designs and analyses.

journal_name

J Exp Anal Behav

authors

Levin JR,Kratochwill TR,Ferron JM

doi

10.1002/jeab.558

subject

Has Abstract

pub_date

2019-11-01 00:00:00

pages

334-348

issue

3

eissn

0022-5002

issn

1938-3711

journal_volume

112

pub_type

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