Single-case design effect-size distributions: Association with procedural parameters.
- 1 November 2024
- journal article
- research article
- Published by American Psychological Association (APA) in School Psychology
- Vol. 39 (6) , 589-600
Abstract
Visual analysis is historically and conventionally used to draw conclusions about outcomes in single-case studies, but researchers are increasingly using effect sizes to supplement conclusions drawn about functional relations with additional information about magnitude of behavior change. However, there is limited information about the extent to which methodological choices (i.e., design type, measurement system) may impact the magnitude of behavior change. We conducted a systematic review of interventions conducted in elementary school classrooms to characterize effect sizes for engagement behaviors and challenging behaviors in those studies. We found that researchers most often used A-B-A-B and multiple baseline across-participants designs, that a variety of measurement systems were used for engagement but not challenging behavior, and that some variability in effect-size distributions can be explained by dependent variable type, design type, and measurement system. The empirically derived distributions from this study may be helpful for single-case researchers to contextualize past, ongoing, and future work related to engagement and challenging behavior. (PsycInfo Database Record (c) 2024 APA, all rights reserved).Keywords
This publication has 28 references indexed in Scilit:
- Applying an empirically derived effect size distribution to benchmark the practical magnitude of interventions to reduce recidivism in the USAJournal of Experimental Criminology, 2023
- Effect sizes and effect size benchmarks in family violence researchChild Abuse & Neglect, 2023
- “It Defines Who I Am” or “It’s Something I Have”: What Language Do [Autistic] Australian Adults [on the Autism Spectrum] Prefer?Journal of Autism and Developmental Disorders, 2020
- Publication trends for single‐case methodology in school psychology: A systematic reviewPsychology in the Schools, 2020
- Quantifying false positives in simulated events using partial interval recording and momentary time sampling with dual‐criteria methodsBehavioral Interventions, 2020
- Procedural sensitivities of effect sizes for single-case designs with directly observed behavioral outcome measures.Psychological Methods, 2019
- Empirically Based Mean Effect Size Distributions for Universal Prevention Programs Targeting School-Aged Youth: A Review of Meta-AnalysesPrevention Science, 2018
- CHARACTERISTICS OF INTERVENTION RESEARCH IN SCHOOL PSYCHOLOGY JOURNALS: 2010-2014Psychology in the Schools, 2017
- A COMPARISON OF MOMENTARY TIME SAMPLING AND PARTIAL‐INTERVAL RECORDING FOR ASSESSMENT OF EFFECTS OF SOCIAL SKILLS TRAININGPsychology in the Schools, 2015
- DETECTING CHANGES IN NON‐SIMULATED EVENTS USING PARTIAL INTERVAL RECORDING AND MOMENTARY TIME SAMPLING: EVALUATING FALSE POSITIVES, FALSE NEGATIVES, AND TRENDINGBehavioral Interventions, 2012