ABkPowerCalculator: An App to Compute Power for Balanced (AB)k Single Case Experimental Designs

Prathiba Batley*, Madhav Thamaran, Larry V. Hedges

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Single case experimental designs are an important research design in behavioral and medical research. Although there are design standards prescribed by the What Works Clearinghouse for single case experimental designs, these standards do not include statistically derived power computations. Recently we derived the equations for computing power for (AB)k designs. However, these computations and the software code in R may not be accessible to applied researchers who are most likely to want to compute power for their studies. Therefore, we have developed an (AB)k power calculator Shiny App (https://abkpowercalculator.shinyapps.io/ABkpowercalculator/) that researchers can use with no software training. These power computations assume that the researcher would be interested in fitting multilevel models with autocorrelations or conduct similar analyses. The purpose of this software contribution is to briefly explain how power is derived for balanced (AB)k designs and to elaborate on how to use the Shiny App. The app works well on not just computers but mobile phones without installing the R program. We believe this can be a valuable tool for practitioners and applied researchers who want to plan their single case studies with sufficient power to detect appropriate effect sizes.

Original languageEnglish (US)
Pages (from-to)406-410
Number of pages5
JournalMultivariate Behavioral Research
Volume59
Issue number2
DOIs
StatePublished - 2024

Keywords

  • Single case experimental designs
  • effect size
  • power analysis
  • single case designs
  • software

ASJC Scopus subject areas

  • Experimental and Cognitive Psychology
  • Arts and Humanities (miscellaneous)
  • Statistics and Probability

Fingerprint

Dive into the research topics of 'ABkPowerCalculator: An App to Compute Power for Balanced (AB)k Single Case Experimental Designs'. Together they form a unique fingerprint.

Cite this