Department of Surgery, University of Toronto, 30 Bond Street, Toronto, ON, M5B 1W8, Canada.
Department of Mechanical and Industrial Engineering, Ryerson University, Toronto, M5B 2K3, Canada.
Surg Endosc. 2017 Sep;31(9):3718-3727. doi: 10.1007/s00464-017-5572-3. Epub 2017 Apr 27.
It is hypothesized that not all surgical trainees are able to reach technical competence despite ongoing practice. The objectives of the study were to assess a trainees' ability to reach technical competence by assessing learning patterns of the acquisition of surgical skills. Furthermore, it aims to determine whether individuals' learning patterns were consistent across a range of open and laparoscopic tasks of variable difficulty.
Sixty-five preclinical medical students participated in a training curriculum with standardized feedback over forty repetitions of the following laparoscopic and open technical tasks: peg transfer (PT), circle cutting (CC), intracorporeal knot tie (IKT), one-handed tie, and simulated laparotomy closure. Data mining techniques were used to analyze the prospectively collected data and stratify the students into four learning clusters. Performance was compared between groups, and learning curve characteristics unique to trainees who have difficulty reaching technical competence were quantified.
Top performers (22-35%) and high performers (32-42%) reached proficiency in all tasks. Moderate performers (25-37%) reached proficiency for all open tasks but not all laparoscopic tasks. Low performers (8-15%) failed to reach proficiency in four of five tasks including all laparoscopic tasks (PT 7.8%; CC 9.4%; IKT 15.6%). Participants in lower performance clusters demonstrated sustained performance disadvantage across tasks, with widely variable learning curves and no evidence of progression towards a plateau phase.
Most students reached proficiency across a range of surgical tasks, but low-performing trainees failed to reach competence in laparoscopic tasks. With increasing use of laparoscopy in surgical practice, screening potential candidates to identify the lowest performers may be beneficial.
尽管一直在练习,但并非所有外科培训生都能达到技术水平。本研究的目的是通过评估外科技能获取的学习模式来评估学员达到技术能力的能力。此外,还旨在确定个体的学习模式是否在一系列具有不同难度的开放和腹腔镜任务中保持一致。
65 名临床医学专业的学生参加了一项培训课程,该课程在四十多次重复进行以下腹腔镜和开放技术任务的过程中提供了标准化反馈:销钉转移(PT)、圆圈切割(CC)、腔内打结(IKT)、单手打结和模拟剖腹手术闭合。使用数据挖掘技术分析前瞻性收集的数据,并将学生分为四个学习组。比较组间的表现,并量化那些难以达到技术能力的学员的独特学习曲线特征。
顶尖表现者(22-35%)和高表现者(32-42%)在所有任务中都达到了熟练程度。中等表现者(25-37%)在所有开放任务中都达到了熟练程度,但并非所有腹腔镜任务都达到了熟练程度。低表现者(8-15%)在四项任务中都没有达到熟练程度,包括所有腹腔镜任务(PT7.8%;CC9.4%;IKT15.6%)。表现较低的参与者在任务中表现持续处于劣势,学习曲线差异很大,没有证据表明向平台阶段进展。
大多数学生在一系列外科任务中达到了熟练程度,但低表现的学员在腹腔镜任务中未能达到熟练程度。随着腹腔镜在外科实践中的应用越来越广泛,筛选潜在的候选人以确定表现最差的人可能会有所帮助。