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AB 설계×적응형 실험×
분야실험설계실험설계
계열Process / pipelineProcess / pipeline
기원 연도1960s1940s–1970s (sequential foundations); formalised in clinical and behavioural research by 1980s–2000s
창시자Murray Sidman; Baer, Wolf & RisleyAbraham Wald (sequential analysis foundation); expanded by Robbins, Armitage, and others
유형Single-subject experimental designExperimental research design
원전Sidman, M. (1960). Tactics of Scientific Research: Evaluating Experimental Data in Psychology. Basic Books. link ↗Chow, S. C., & Chang, M. (2008). Adaptive Design Methods in Clinical Trials. Chapman and Hall/CRC. ISBN: 978-1584886761
별칭baseline-intervention design, AB single-case design, AB phase designadaptive design, response-adaptive randomization, adaptive trial, adaptive randomization
관련45
요약The AB design is the simplest single-subject experimental design, consisting of two sequential phases: a baseline phase (A) in which the target behavior is observed under natural conditions without intervention, followed by an intervention phase (B) in which the treatment or manipulation is introduced. Changes in the behavior's level, trend, or variability between phases are used to infer the effect of the intervention on the individual participant.An adaptive experiment is an experimental design in which pre-specified rules allow the protocol to be modified — such as reallocating participants to better-performing arms, stopping early for efficacy or futility, or changing sample size — based on accumulating interim data, while maintaining statistical validity. Adaptive designs are widely used in clinical trials, behavioural economics, and online platform testing to improve efficiency and ethics without sacrificing inferential rigour.
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