Biostatistics Research Group, Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, UK.
Durham Research Methods Centre, Durham University, Durham, UK.
J Clin Epidemiol. 2022 Feb;142:152-160. doi: 10.1016/j.jclinepi.2021.11.007. Epub 2021 Nov 8.
Sequential Multiple Assignment Randomized Trial (SMART) designs allow multiple randomizations of participants; this allows assessment of stage-specific questions (individual randomizations) and adaptive interventions (i.e. treatment strategies). We assessed the quality of reporting of the information required to design SMART studies.
We systematically searched four databases (PubMed, Ovid, Web of Science and Scopus) for all trial reports, protocols, reviews, and methodological papers which mentioned SMART designs up to June 15, 2020.
Of the 157 selected records, 12 (7.64%) were trial reports, 24 (15.29%) were study protocols, 91 (58%) were methodological papers, and 30 (19.1%) were review papers. All these trials were powered using stage-specific aims. Only four (33.33%) of these trials reported parameters required for sample size calculations. A small number of the trials (16.67 %) were interested in determining the best embedded adaptive interventions. Most of the trials did not report information about multiple testing adjustment. Furthermore, most of records reported designs that were mainly focused on stage-specific aims.
Some features of SMART designs are seldomly reported and/or used. Furthermore, studies using this design tend to not adequately report information about all the design parameters, limiting their transparency and interpretability.
序贯多重分配随机试验(SMART)设计允许对参与者进行多次随机分配;这允许评估特定阶段的问题(个体随机分配)和适应性干预(即治疗策略)。我们评估了设计 SMART 研究所需信息报告的质量。
我们系统地搜索了四个数据库(PubMed、Ovid、Web of Science 和 Scopus),以获取截至 2020 年 6 月 15 日所有提到 SMART 设计的试验报告、方案、综述和方法学论文。
在 157 篇选定的记录中,有 12 篇(7.64%)为试验报告,24 篇(15.29%)为研究方案,91 篇(58%)为方法学论文,30 篇(19.1%)为综述论文。所有这些试验都是使用特定阶段的目标进行加权的。只有其中的 4 项(33.33%)试验报告了样本量计算所需的参数。少数试验(16.67%)有兴趣确定最佳嵌入式适应性干预措施。大多数试验没有报告关于多次测试调整的信息。此外,大多数记录报告的设计主要集中在特定阶段的目标上。
SMART 设计的一些特征很少被报告和/或使用。此外,使用这种设计的研究往往不能充分报告所有设计参数的信息,限制了其透明度和可解释性。