Bramley Paul, Bird Caroline, Badgett Robert, DeVito Nicholas J
Sheffield Teaching Hospitals NHS Foundation Trust, Department of Anaesthesia, Sheffield, UK; School of Medicine and Population Health, University of Sheffield, Sheffield, UK.
Sheffield Teaching Hospitals NHS Foundation Trust, Department of Anaesthesia, Sheffield, UK.
J Clin Epidemiol. 2025 Sep 1;187:111958. doi: 10.1016/j.jclinepi.2025.111958.
It is widely recognized that selective reporting clinical trial results based on their outcomes, in the forms of publication bias, outcome reporting bias, or p-hacking, has detrimental effects on the scientific literature and on evidence synthesis. This can be recognized and perhaps ameliorated with comprehensive trial registration. However, previous investigations of clinical trial registration focused on study-level examinations rather than the number of trial participants, which is often more relevant to meta-analysis. Our objective was to investigate the risk of bias from selective reporting considering both trials but also the number of included participants.
We took a random sample of 50 Cochrane systematic reviews (SRs) of interventions which included randomized controlled trials, forming a retrospective cohort. Focusing on the primary outcome in the SR we used the review, published trial information, and public trial registration documents to collect information about the reviews themselves, as well as information about "included," "ongoing," and studies "awaiting classification".
In all 50 selected reviews, there were 423 "included" trials which examined the primary outcome, of which 109 (25.7%) were preregistered. There was substantial variability in proportions of preregistration of included trials among reviews, with a median of 16.0% (interquartile range 0%-79.6%). Registered trials covered 60.1% of all participants, suggesting larger studies were more likely to be preregistered. The proportion of participants in registered trials which were published was high (98.2%), but the proportion of registered trials which were published also varied substantially between reviews.
We found that in Cochrane reviews, there remains a low rate of preregistration among included studies and evidence for a substantial rate of trial nonreporting of registered trials. However, preregistered trials contributed proportionally more patients to reviews, and findings remain unpublished for only a small proportion of participants in registered trials.
Trials are an important form of evidence in scientific literature that are often combined into systematic reviews (SRs), which give an overview for the evidence in a specific topic. However, trials and therefore the reviews can be misleading when the authors change the outcomes that they report based on the results they find, which is called reporting bias. One way of minimizing reporting bias is to register the planned methods for the trial in advance, known as preregistration. It is known that the proportion of trials that is registered can be low, but when conducting SRs the results are affected more by the number of participants within trials than the number of trials, which has not been previously studied. We aimed to make an up-to-date estimate of the proportion of preregistered trials in Cochrane SRs but also find out the proportion of participants within registered trials in these reviews. To do this we took a random sample of 50 Cochrane SRs, which conduct careful searches for registered trials whether or not they are published, and examined the trials within these reviews that studied the outcome the review declared to be most important. We found that even in modern SRs, only 25% of trials were preregistered, and that this number was very variable in reviews of different clinical questions. However we found that 60% of the patients in the reviews were within the preregistered trials, indicating that preregistered trials are generally larger than unregistered trials. We also found that more than 90% of preregistered studies were published. However, a major problem with this approach is that we cannot detect trials that were started without registration and then never published, which means that our results may underestimate the problem. Overall, this indicates that the risk of reporting bias is somewhat lower when considering participants rather than trials, but the risk of reporting bias is still high even in modern, rigorous reviews in medical science.
人们普遍认识到,以发表偏倚、结果报告偏倚或p值操纵等形式,根据临床试验结果选择性报告结果,会对科学文献和证据综合产生不利影响。通过全面的试验注册,可以认识到这一问题并可能加以改善。然而,以往对临床试验注册的调查侧重于研究层面的审查,而非试验参与者的数量,而参与者数量通常与荟萃分析更相关。我们的目的是研究在考虑试验及纳入参与者数量的情况下,选择性报告导致偏倚的风险。
我们从50项Cochrane系统评价(SR)中随机抽取了一组包含随机对照试验的干预措施回顾性队列。以SR中的主要结果为重点,我们利用综述、已发表的试验信息和公开的试验注册文件,收集有关综述本身的信息,以及有关“纳入”、“进行中”和“等待分类”研究的信息。
在所有50项选定的综述中,有423项“纳入”试验对主要结果进行了检验,其中109项(25.7%)进行了预注册。各综述中纳入试验的预注册比例差异很大,中位数为16.0%(四分位间距0%-79.6%)。注册试验涵盖了所有参与者的60.1%,这表明规模较大的研究更有可能进行预注册。已发表的注册试验中参与者的比例很高(98.2%),但各综述中已发表的注册试验比例也存在很大差异。
我们发现,在Cochrane综述中,纳入研究的预注册率仍然很低,且有证据表明注册试验的未报告率很高。然而,预注册试验对综述的贡献在比例上更大,而且在注册试验中,只有一小部分参与者的研究结果尚未发表。
试验是科学文献中一种重要的证据形式,通常会被纳入系统评价(SR)中,系统评价能对特定主题的证据进行概述。然而,当作者根据所发现的结果改变他们报告的结果时,试验以及由此产生的综述可能会产生误导,这被称为报告偏倚。将试验的计划方法提前注册,即预注册,是尽量减少报告偏倚的一种方法。已知注册试验的比例可能较低,但在进行SR时,结果受试验中参与者数量的影响大于试验数量的影响,而此前尚未对此进行研究。我们旨在对Cochrane SR中预注册试验的比例进行最新估计,同时找出这些综述中注册试验内参与者的比例。为此,我们从50项Cochrane SR中随机抽取样本,这些SR会仔细搜索已注册试验,无论其是否已发表,并检查这些综述中研究该综述宣称最重要结果的试验。我们发现,即使在现代的SR中,只有25%的试验进行了预注册,而且在不同临床问题的综述中,这个数字差异很大。然而,我们发现综述中60%的患者来自预注册试验,这表明预注册试验通常比未注册试验规模更大。我们还发现,超过90%的预注册研究已发表。然而,这种方法的一个主要问题是,我们无法检测到那些未注册就开始且从未发表的试验,这意味着我们的结果可能低估了问题。总体而言,这表明从参与者角度考虑时,报告偏倚的风险略低于从试验角度考虑,但即使在现代严格的医学综述中,报告偏倚的风险仍然很高。