正畸研究中的治疗效果假设是否过于乐观?
Are treatment effect assumptions in orthodontic studies overoptimistic?
机构信息
Department of Orthodontics, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, Floor 25, Guy's Hospital, Guy's and St Thomas NHS Foundation Trust, London, UK.
Department of Economics, University of Crete, Rethimnon, Greece.
出版信息
Eur J Orthod. 2021 Oct 4;43(5):583-587. doi: 10.1093/ejo/cjab018.
BACKGROUND
At the clinical trial design stage, assumptions regarding the treatment effects to be detected should be appropriate so that the required sample size can be calculated. There is evidence in the medical literature that sample size assumption can be overoptimistic. The aim of this study was to compare the distribution of the assumed effects versus that of the observed effects as a proxy for overoptimistic treatment effect assumptions at the study design stage.
MATERIALS AND METHOD
Systematic reviews (SRs) published between 1 January 2010 and 31 December 2019 containing at least one meta-analysis on continuous outcomes were identified electronically. SR and primary study level characteristics were extracted from the SRs and the individual trials. Details on the sample size calculation process and assumptions and the observed treatment effects were extracted.
RESULTS
Eighty-five SRs with meta-analysis containing 347 primary trials were included. The median number of SR authors was 5 (interquartile range: 4-7). At the primary study level, the majority were single centre (78.1%), utilized a parallel design (52%), and rated as an unclear/moderate level of risk of bias (34.3%). A sample size was described in only 31.7% (110/347) of studies. From this cohort of 110 studies, in only 37 studies was the assumed clinical difference that the study was designed to detect reported (37/110). The assumed treatment effect was recalculated for the remaining 73 studies (73/110). The one-sided exact signed rank test showed a significant difference between the assumed and observed treatment effects (P < 0.001) suggesting greater values for the assumed effect sizes.
CONCLUSIONS
Careful consideration of the assumptions at the design stage of orthodontic studies are necessary in order to reduce the unreliability of clinical study results and research waste.
背景
在临床试验设计阶段,应该对预期的治疗效果进行合理假设,以便计算所需的样本量。医学文献中有证据表明,样本量假设可能过于乐观。本研究旨在比较假设效果与观察效果的分布,以作为研究设计阶段治疗效果假设过于乐观的替代指标。
材料和方法
电子检索 2010 年 1 月 1 日至 2019 年 12 月 31 日期间发表的包含至少一项连续结局荟萃分析的系统评价。从系统评价和原始研究中提取系统评价和原始研究的特征。从系统评价中提取样本量计算过程和假设以及观察到的治疗效果的详细信息。
结果
共纳入 85 项包含荟萃分析的系统评价,其中包含 347 项原始研究。系统评价作者的中位数为 5 名(四分位距:4-7 名)。在原始研究水平上,大多数为单中心(78.1%),采用平行设计(52%),偏倚风险评估为不明确/中度(34.3%)。仅 31.7%(110/347)的研究中描述了样本量。在这 110 项研究中,仅有 37 项(37/110)报告了研究旨在检测的假设临床差异。对其余 73 项研究(73/110)重新计算了假设的治疗效果。单边精确符号秩检验显示,假设和观察治疗效果之间存在显著差异(P<0.001),提示假设效果大小的数值更大。
结论
在正畸研究的设计阶段,需要仔细考虑假设,以减少临床研究结果的不可靠性和研究浪费。