Conroy Elizabeth J, Blazeby Jane M, Burnside Girvan, Cook Jonathan A, Gamble Carrol
Liverpool Clinical Trials Centre, University of Liverpool, Liverpool, UK.
Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.
Clin Trials. 2025 Apr;22(2):200-208. doi: 10.1177/17407745241302488. Epub 2025 Jan 10.
Background/aimsWhen conducting a randomised controlled trial in surgery, it is important to consider surgical learning, where surgeons' familiarity with one, or both, of the interventions increases during the trial. If present, learning may compromise trial validity. We demonstrate a statistical investigation into surgical learning within a trial of cleft palate repair.MethodsThe Timing of Primary Surgery compared primary surgery, using the Sommerlad technique, for cleft palate repair delivered at 6 or 12 months of age. Participating surgeons had varying levels of experience with the intervention and in repair across the age groups. Trial design aimed to reduce the surgical learning via pre-trial surgical technique training and balancing the randomisation process by surgeon. We explore residual learning effects by applying visual methods and statistical models to a surgical outcome (fistula formation) and a process indicator (operation time).ResultsNotably, 26 surgeons operated on 521 infants. As the trial progressed, operation time reduced for surgeons with no pre-trial Sommerlad experience (n = 2), before plateauing at 30 operations, whereas it remained stable for those with prior experience. Fistula rates remained stable regardless of technique experience. Pre-trial age for primary surgery experience had no impact on either measures.ConclusionManaging learning effects through design was not fully achieved but balanced between trial arms, and residual effects were minimal. This investigation explores the presence of learning, within a randomised controlled trial that may be valuable for future trials. We recommend such investigations are undertaken to aid trial interpretation and generalisability, and determine success of trial design measures.
背景/目的
在外科手术中进行随机对照试验时,考虑手术学习过程很重要,在此过程中外科医生对一种或两种干预措施的熟悉程度在试验期间会增加。如果存在这种情况,学习可能会损害试验的有效性。我们展示了在一项腭裂修复试验中对外科手术学习的统计调查。
方法
“初次手术时机”研究比较了采用索默拉德技术在6个月或12个月大时进行腭裂修复的初次手术情况。参与的外科医生在不同年龄组中对该干预措施和修复手术的经验水平各不相同。试验设计旨在通过术前手术技术培训以及按外科医生平衡随机分组过程来减少手术学习。我们通过将视觉方法和统计模型应用于手术结果(瘘管形成)和过程指标(手术时间)来探索残余学习效应。
结果
值得注意的是,26名外科医生为521名婴儿实施了手术。随着试验的进行,没有术前索默拉德经验的外科医生(n = 2)的手术时间在进行30例手术前减少,之后趋于平稳,而有过相关经验的外科医生的手术时间则保持稳定。无论技术经验如何,瘘管发生率都保持稳定。初次手术经验的术前年龄对这两项指标均无影响。
结论
通过设计来管理学习效应并未完全实现,但在各试验组之间达到了平衡,残余效应最小。这项调查探索了在一项随机对照试验中学习效应的存在情况,这可能对未来的试验有价值。我们建议进行此类调查以帮助解释试验结果并提高其普遍性,并确定试验设计措施的成功与否。