Mind, Brain, and Behavior Research Center, University of Granada, 18071 Granada, Spain; College of Nursing and Health Innovation, Arizona State University, 85004 Phoenix, AZ, USA.
Mind, Brain, and Behavior Research Center, University of Granada, 18071 Granada, Spain; College of Nursing and Health Innovation, Arizona State University, 85004 Phoenix, AZ, USA.
Appl Ergon. 2017 Nov;65:168-174. doi: 10.1016/j.apergo.2017.06.008. Epub 2017 Jun 27.
Despite the growing interest concerning the laparo-endoscopic single-site surgery (LESS) procedure, LESS presents multiple difficulties and challenges that are likely to increase the surgeon's cognitive cost, in terms of both cognitive load and performance. Nevertheless, there is currently no objective index capable of assessing the surgeon cognitive cost while performing LESS. We assessed if gaze-based indices might offer unique and unbiased measures to quantify LESS complexity and its cognitive cost. We expect that the assessment of surgeon's cognitive cost to improve patient safety by measuring fitness-for-duty and reducing surgeons overload.
Using a wearable eye tracker device, we measured gaze entropy and velocity of surgical trainees and attending surgeons during two surgical procedures (LESS vs. multiport laparoscopy surgery [MPS]). None of the participants had previous experience with LESS. They performed two exercises with different complexity levels (Low: Pattern Cut vs. High: Peg Transfer). We also collected performance and subjective data.
LESS caused higher cognitive demand than MPS, as indicated by increased gaze entropy in both surgical trainees and attending surgeons (exploration pattern became more random). Furthermore, gaze velocity was higher (exploration pattern became more rapid) for the LESS procedure independently of the surgeon's expertise. Perceived task complexity and laparoscopic accuracy confirmed gaze-based results.
Gaze-based indices have great potential as objective and non-intrusive measures to assess surgeons' cognitive cost and fitness-for-duty. Furthermore, gaze-based indices might play a relevant role in defining future guidelines on surgeons' examinations to mark their achievements during the entire training (e.g. analyzing surgical learning curves).
尽管腹腔镜单部位手术(LESS)的关注度日益增加,但 LESS 存在多种困难和挑战,这可能会增加外科医生的认知负担,包括认知负荷和表现。然而,目前尚无能够评估外科医生在进行 LESS 时的认知成本的客观指标。我们评估了基于注视的指标是否可以提供独特且无偏的测量方法来量化 LESS 的复杂性及其认知成本。我们希望通过衡量工作能力和减少外科医生的负担来评估外科医生的认知成本,从而提高患者的安全性。
我们使用可穿戴眼动追踪设备,测量了两名手术培训师和一名主治外科医生在两种手术(LESS 与多孔腹腔镜手术[MPS])过程中的注视熵和速度。所有参与者都没有 LESS 经验。他们完成了两个具有不同复杂程度的练习(低难度:模式切割与高难度:钉转移)。我们还收集了表现和主观数据。
LESS 比 MPS 引起更高的认知需求,这表现为手术培训师和主治外科医生的注视熵都增加了(探索模式变得更加随机)。此外,无论是外科医生的专业水平如何,LESS 手术的注视速度都更高(探索模式变得更快)。感知到的任务复杂性和腹腔镜准确性证实了基于注视的结果。
基于注视的指标具有很大的潜力,可以作为评估外科医生认知成本和工作能力的客观、非侵入性指标。此外,基于注视的指标可能在定义外科医生检查的未来指南方面发挥重要作用,以标记他们在整个培训期间的成就(例如,分析手术学习曲线)。