ArticlePerspectives on behavior science2021
How to Be RAD: Repeated Acquisition Design Features that Enhance Internal and External Validity.
Article in Perspectives on behavior science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 4 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
4 citing papers in PubMed.
- Caregiver-Implemented AAC Interventions for Children with Intellectual or Developmental Disabilities: a Systematic Review.Review journal of autism and developmental disorders · 2025Article
- Acquisition of Secondary Targets During Tact and Intraverbal Instruction With Instructive Feedback.The Analysis of verbal behavior · 2025Article
- The role of single case experimental designs in evidence creation in rehabilitation.European journal of physical and rehabilitation medicine · 2024Article
- Examination of a Modified Incremental Rehearsal Approach to Explore Causal Mechanisms.Journal of behavioral education · 2022Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The Repeated Acquisition Design (RAD) is a type of single-case research design (SCRD) that involves repeated and rapid measurement of irreversible discrete skills or behaviors through pre-and postintervention probes across different sets of stimuli. Researchers interested in the study of learning in animals and humans have used the RAD because of its sensitivity to detect immediate changes in rate or accuracy. Despite its strengths, critics of the RAD have cautioned against its use due to reasonable threats to internal validity like pretest effects, history, and maturation. Furthermore, many methodologists and researchers have neglected the RAD in their SCRD standards (e.g., What Works Clearinghouse [WWC], 2020; Horner et al., 2005). Unless given guidance to address threats to internal validity, researchers may avoid the design altogether or continue to use a weak version of the RAD. Therefore, we propose a set of 15 quality RAD indicators, comprising foundational elements that should be present in all RAD studies and additional features that enhance causal inference and external validity. We review contemporary RAD use and describe how the additional features strengthen the rigor of RAD studies. We end the article with suggested guidelines for interpreting effects and the strength of the evidence generated by RAD studies. We invite researchers to use these initial guidelines as a jumping off point for a more RAD future.
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Registered trials
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