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군집 무작위 다중 팔 실험×다중 팔 실험×
분야실험설계실험설계
계열Process / pipelineProcess / pipeline
기원 연도1990s–2000s (systematic formalization)1990s–2000s (clinical formalization); multi-arm concept implicit in ANOVA-era factorial designs
창시자Building on cluster randomization (Donner & Klar) and multi-arm trial methods developed in clinical and public health researchDeveloped within clinical trials methodology; formalized by Parmar, Royston and colleagues (UK MRC CTU, early 2000s)
유형Experimental designExperimental design
원전Donner, A., & Klar, N. (2000). Design and Analysis of Cluster Randomization Trials in Health Research. Arnold. ISBN: 978-0340691533Royston, P., Parmar, M. K. B., & Qian, W. (2003). Novel designs for multi-arm clinical trials with survival outcomes with an application in ovarian cancer. Statistics in Medicine, 22(14), 2239–2256. DOI ↗
별칭multi-arm cluster RCT, cluster-randomized multi-group trial, multi-arm group-randomized trial, CRCT multi-armmulti-arm trial, multiple-arm experiment, multi-group experiment, many-arm design
관련65
요약A cluster randomized multi-arm experiment assigns intact groups — such as schools, clinics, or villages — rather than individuals to three or more experimental conditions simultaneously. Randomization occurs at the cluster level to prevent contamination between arms, while the multi-arm structure allows simultaneous evaluation of several interventions against a common control or each other, improving efficiency over a series of two-arm studies.A multi-arm experiment simultaneously compares three or more treatment or intervention conditions — each called an arm — against a shared control or against one another. By testing multiple alternatives in a single study, it yields more information per participant than running separate two-group experiments sequentially, while controlling the overall Type I error rate through pre-specified comparison strategies.
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