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Sample size calculations for stepped-wedge cluster randomised trials with unequal cluster sizes

机译:聚类大小不相等的阶梯楔形聚类随机试验的样本量计算

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Background\udThe current methodology for sample size calculation for steppedwedge\udcluster randomised trials (SW-CRTs) is based on the assumption\udof the clusters being of equal size. However, as is often the case\udin CRTs, the clusters in SW-CRTs are likely to vary in size which in\udCRTs of other designs leads to a reduction in power. The effect of an\udimbalance in cluster sizes on SW-CRTs was not known, nor what an\udappropriate adjustment to the sample size should be.\udTrials 2016, Volume 17 Suppl 1 Page 4 of 6\udMethods\udWe proposed three adjusted design effects (DEs) for use in the calculation\udof the sample size for SW-CRTs with varying degrees of imbalance\udin cluster size, based on those suggested for use in CRTs with\udunequal cluster sizes. A simulation study was conducted which investigated\udthe effect of unequal cluster sizes on the power of SW-CRTs,\udwhen the sample size was calculated using both the standard\udmethod and the three proposed adjusted DEs.\udResults\udAn imbalance in cluster size was not found to significantly affect the\udpower of a SW-CRT, and the proposed adjusted DEs generally resulted\udin trials that were severely over-powered.\udConclusions\udWe recommend that the standard method of sample size calculation\udfor SW-CRTs be used when any imbalance in cluster size is expected\udto be small. When there is likely to be a large imbalance in cluster\udsize it is recommended that simulations be used to determine if additional\udclusters are needed.
机译:背景\ ud当前的阶梯楔形\ udcluster随机试验(SW-CRT)样本量计算方法基于聚类大小相等的假设\ ud。但是,就像普通的CRT一样,SW-CRT中的群集大小可能会有所不同,这会导致其他设计的CRT导致功率降低。未知簇大小对SW-CRT的影响,也不应该对样本大小进行适当的调整。\ udTrials 2016,第17卷增​​刊1第4页,共6 \ udMethods \ ud我们提出了三种调整后的设计用于计算\ udin簇大小不同程度的SW-CRT的样本大小的影响(DEs),基于建议用于\ udune等分簇大小的CRT的影响。进行了模拟研究,研究了\不均匀的簇大小对SW-CRT功率的影响,\\当使用标准\ udmethod和三个建议的调整后的DE来计算样本大小时。\ ud结果\ ud簇大小的不平衡未发现对SW-CRT的\ udpower有明显影响,建议的调整后DE通常会导致\ udin试验严重超负荷。\ ud结论\ ud我们建议标准的样本量计算方法\ ud-SW-CRT当群集大小的任何不平衡预计很小时使用。如果群集\ udsize可能存在较大的不平衡,建议使用模拟来确定是否需要其他\ udclusters。

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