Bhandari Mohit, Whang William, Kuo Jonathann C, Devereaux P J, Sprague Sheila, Tornetta Paul
Department of Clinical Epidemiology and Biostatistics, McMaster University, 1200 Main Street West, Room 2C3, Hamilton, Ontario L8N 3Z5, Canada.
Clin Orthop Relat Res. 2003 Aug(413):63-9. doi: 10.1097/01.blo.0000079320.41006.c9.
The risk of concluding that the results of a particular study are true, when, in fact, they really are attributable to chance (or random sampling error) is underappreciated by investigators. This erroneous false-positive conclusion is designated as a Type I or alpha error. The extent to which randomized trials in surgery risk Type I errors is unclear. The current authors hand-searched four orthopaedic journals, six general surgery journals, and five medical journals to identify recently published randomized trials (within the past 2 years). Information on outcomes and statistical adjustment for multiple outcomes was recorded for each study. The risk of a Type I error was calculated for each study that did not explicitly state a primary outcome measure for the main statistical comparison. One hundred fifty-nine studies met the inclusion criteria for the study: 60 studies from orthopaedic journals, 49 studies from nonorthopaedic surgical journals, and 50 studies from medical journals. Of the trials that did not state a primary outcome measure, the risk of Type I errors (false-positive results) in orthopaedic and nonorthopaedic surgery journals (mean 37.3% +/- 13.3% and 37.6% +/- 10.5%, respectively) were significantly greater than medical journals (10.1% +/- 1.9%). In the current review of randomized trials in surgery and medicine, the following is reported: (1) reporting of primary outcomes in trials was inadequate; (2) one in three trials in surgery and one in 10 trials in medicine risked false-positive results; and (3) few trials in surgery and medicine considered adjustment for multiple comparisons.
当某项特定研究的结果实际上是由偶然因素(或随机抽样误差)导致时,却错误地认定这些结果是真实的。这种错误的假阳性结论被称为I型错误或α错误。目前尚不清楚外科手术中的随机试验出现I型错误的程度。本文作者通过手工检索了4种骨科期刊、6种普通外科期刊和5种医学期刊,以确定最近发表的随机试验(过去2年内)。记录了每项研究的结果信息以及对多个结果的统计调整情况。对于每项未明确说明主要统计比较的主要结局指标的研究,计算其I型错误的风险。159项研究符合该研究的纳入标准:60项来自骨科期刊,49项来自非骨科外科期刊,50项来自医学期刊。在未说明主要结局指标的试验中,骨科和非骨科外科期刊中I型错误(假阳性结果)的风险(分别为37.3%±13.3%和37.6%±10.5%)显著高于医学期刊(10.1%±1.9%)。在本次对手术和医学随机试验的综述中,报告了以下内容:(1)试验中主要结局的报告不充分;(2)手术试验中有三分之一、医学试验中有十分之一存在假阳性结果的风险;(3)手术和医学试验中很少考虑对多重比较进行调整。