Single-case experimental designs: A systematic review of published research and current standards.

采样(信号处理) 研究设计 介绍(产科) 资源(消歧) 管理科学 计算机科学 样本量测定 运筹学 心理学 统计 医学 工程类 滤波器(信号处理) 放射科 数学 计算机视觉 计算机网络
作者
Justin S. Smith
出处
期刊:Psychological Methods [American Psychological Association]
卷期号:17 (4): 510-550 被引量:407
标识
DOI:10.1037/a0029312
摘要

This article systematically reviews the research design and methodological characteristics of single-case experimental design (SCED) research published in peer-reviewed journals between 2000 and 2010. SCEDs provide researchers with a flexible and viable alternative to group designs with large sample sizes. However, methodological challenges have precluded widespread implementation and acceptance of the SCED as a viable complementary methodology to the predominant group design. This article includes a description of the research design, measurement, and analysis domains distinctive to the SCED; a discussion of the results within the framework of contemporary standards and guidelines in the field; and a presentation of updated benchmarks for key characteristics (e.g., baseline sampling, method of analysis), and overall, it provides researchers and reviewers with a resource for conducting and evaluating SCED research. The results of the systematic review of 409 studies suggest that recently published SCED research is largely in accordance with contemporary criteria for experimental quality. Analytic method emerged as an area of discord. Comparison of the findings of this review with historical estimates of the use of statistical analysis indicates an upward trend, but visual analysis remains the most common analytic method and also garners the most support among those entities providing SCED standards. Although consensus exists along key dimensions of single-case research design, and researchers appear to be practicing within these parameters, there remains a need for further evaluation of assessment and sampling techniques and data analytic methods.
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