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计算机辅助的基于模拟工作场所的外科手术评估:混合现实模拟中术中表现通用框架的应用

Computer-assisted simulated workplace-based assessment in surgery: application of the universal framework of intraoperative performance within a mixed-reality simulation.

作者信息

Stefan Philipp, Pfandler Michael, Kullmann Aljoscha, Eck Ulrich, Koch Amelie, Mehren Christoph, von der Heide Anna, Weidert Simon, Fürmetz Julian, Euler Ekkehard, Lazarovici Marc, Navab Nassir, Weigl Matthias

机构信息

Chair for Computer Aided Medical Procedures and Augmented Reality, Department of Informatics, Technical University of Munich, München, Germany.

Institute and Outpatient Clinic for Occupational, Social, and Environmental Medicine, University Hospital, Ludwig Maximilians University Munich, München, Germany.

出版信息

BMJ Surg Interv Health Technol. 2023 Jan 19;5(1):e000135. doi: 10.1136/bmjsit-2022-000135. eCollection 2023.

Abstract

OBJECTIVES

Workplace-based assessment (WBA) is a key requirement of competency-based medical education in postgraduate surgical education. Although simulated workplace-based assessment (SWBA) has been proposed to complement WBA, it is insufficiently adopted in surgical education. In particular, approaches to criterion-referenced and automated assessment of intraoperative surgical competency in contextualized SWBA settings are missing.Main objectives were (1) application of the universal framework of intraoperative performance and exemplary adaptation to spine surgery (vertebroplasty); (2) development of computer-assisted assessment based on criterion-referenced metrics; and (3) implementation in contextualized, team-based operating room (OR) simulation, and evaluation of validity.

DESIGN

Multistage development and assessment study: (1) expert-based definition of performance indicators based on framework's performance domains; (2) development of respective assessment metrics based on preoperative planning and intraoperative performance data; (3) implementation in mixed-reality OR simulation and assessment of surgeons operating in a confederate team. Statistical analyses included internal consistency and interdomain associations, correlations with experience, and technical and non-technical performances.

SETTING

Surgical simulation center. Full surgical team set-up within mixed-reality OR simulation.

PARTICIPANTS

Eleven surgeons were recruited from two teaching hospitals. Eligibility criteria included surgical specialists in orthopedic, trauma, or neurosurgery with prior VP or kyphoplasty experience.

MAIN OUTCOME MEASURES

Computer-assisted assessment of surgeons' intraoperative performance.

RESULTS

Performance scores were associated with surgeons' experience, observational assessment (Objective Structured Assessment of Technical Skill) scores and overall pass/fail ratings. Results provide strong evidence for validity of our computer-assisted SWBA approach. Diverse indicators of surgeons' technical and non-technical performances could be quantified and captured.

CONCLUSIONS

This study is the first to investigate computer-assisted assessment based on a competency framework in authentic, contextualized team-based OR simulation. Our approach discriminates surgical competency across the domains of intraoperative performance. It advances previous automated assessment based on the use of current surgical simulators in decontextualized settings. Our findings inform future use of computer-assisted multidomain competency assessments of surgeons using SWBA approaches.

摘要

目的

基于工作场所的评估(WBA)是研究生外科教育中基于胜任力的医学教育的一项关键要求。尽管有人提出采用模拟工作场所评估(SWBA)来补充WBA,但它在外科教育中的应用并不充分。特别是,在情境化的SWBA环境中,缺乏对术中手术能力进行标准参照和自动化评估的方法。主要目标是:(1)应用术中表现的通用框架并将其示例性地应用于脊柱手术(椎体成形术);(2)基于标准参照指标开发计算机辅助评估;(3)在情境化的、基于团队的手术室(OR)模拟中实施,并评估其有效性。

设计

多阶段开发与评估研究:(1)基于框架的性能领域,由专家定义性能指标;(2)根据术前规划和术中表现数据开发相应的评估指标;(3)在混合现实OR模拟中实施,并对外科医生在联合团队中的操作进行评估。统计分析包括内部一致性和领域间关联、与经验的相关性以及技术和非技术表现。

设置

外科模拟中心。在混合现实OR模拟中设置完整的手术团队。

参与者

从两家教学医院招募了11名外科医生。入选标准包括具有骨科、创伤或神经外科手术专科资质,且有椎体成形术(VP)或后凸成形术经验。

主要观察指标

对外科医生术中表现进行计算机辅助评估。

结果

表现得分与外科医生的经验、观察性评估(客观结构化技术技能评估)得分以及总体通过/未通过评级相关。结果为我们的计算机辅助SWBA方法的有效性提供了有力证据。外科医生技术和非技术表现的各种指标都可以进行量化和记录。

结论

本研究首次在真实的、情境化的基于团队的OR模拟中,基于胜任力框架对计算机辅助评估进行了研究。我们的方法能够区分术中表现各领域的手术能力。它改进了以往在非情境化环境中使用当前手术模拟器进行的自动化评估。我们的研究结果为未来使用SWBA方法对外科医生进行计算机辅助多领域胜任力评估提供了参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7909/9853221/c975b85a2fe6/bmjsit-2022-000135f01.jpg

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