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Hedges, Larry V.; Pustejovsky, James E.; Shadish, William R. – Online Submission, 2012
Single case designs are a set of research methods for evaluating treatment effects by assigning different treatments to the same individual and measuring outcomes over time and are used across fields such as behavior analysis, clinical psychology, special education, and medicine. Emerging standards for single case designs have focused attention on…
Descriptors: Research Design, Effect Size, Meta Analysis, Computation
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Pustejovsky, James E.; Hedges, Larry V.; Shadish, William R. – Journal of Educational and Behavioral Statistics, 2014
In single-case research, the multiple baseline design is a widely used approach for evaluating the effects of interventions on individuals. Multiple baseline designs involve repeated measurement of outcomes over time and the controlled introduction of a treatment at different times for different individuals. This article outlines a general…
Descriptors: Hierarchical Linear Modeling, Effect Size, Maximum Likelihood Statistics, Computation
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Shadish, William; Sullivan, Kristynn – Society for Research on Educational Effectiveness, 2013
Many analyses for single-case designs (SCDs)--including nearly all the effect size indicators-- currently assume no trend in the data. Regression and multilevel models allow for trend, but usually test only linear trend and have no principled way of knowing if higher order trends should be represented in the model. This paper shows how Generalized…
Descriptors: Models, Research Methodology, Case Studies, Trend Analysis
William R. Shadish; Nicole A. M. Zelinsky; Jack L. Vevea; Thomas R. Kratochwill – Grantee Submission, 2016
The published literature often underrepresents studies that do not find evidence for a treatment effect; this is often called "publication bias." Literature reviews that fail to include such studies may overestimate the size of an effect. Only a few studies have examined publication bias in single-case design (SCD) research, but those…
Descriptors: Effect Size, Bias, Writing for Publication, Researchers
Shadish, William R.; Sullivan, Kristynn J. – Online Submission, 2011
The purpose of this study was to identify the characteristics of a representative sample of single-case designs that appear in the published literature. The study located, digitized, and coded all 809 single-case designs appearing in 113 studies in the year 2008 in 21 journals in a variety of fields in psychology and education. Coded variables…
Descriptors: Research Design, Intervention, Periodicals, Educational Research
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William R. Shadish; Nicole A. M. Zelinsky; Jack L. Vevea; Thomas R. Kratochwill – Journal of Applied Behavior Analysis, 2016
The published literature often underrepresents studies that do not find evidence for a treatment effect; this is often called "publication bias." Literature reviews that fail to include such studies may overestimate the size of an effect. Only a few studies have examined publication bias in single-case design (SCD) research, but those…
Descriptors: Effect Size, Bias, Writing for Publication, Researchers
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Shadish, William R. – Research on Social Work Practice, 2011
This article reviews several decades of the author's meta-analytic and experimental research on the conditions under which nonrandomized experiments can approximate the results from randomized experiments (REs). Several studies make clear that we can expect accurate effect estimates from the regression discontinuity design, though its statistical…
Descriptors: Control Groups, Comparative Analysis, Outcomes of Treatment, Meta Analysis