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用于技能评估与训练的眼动追踪:一项系统综述

Eye tracking for skills assessment and training: a systematic review.

作者信息

Tien Tony, Pucher Philip H, Sodergren Mikael H, Sriskandarajah Kumuthan, Yang Guang-Zhong, Darzi Ara

机构信息

Department of Surgery and Cancer, St Mary's Hospital, Imperial College London, London, UK.

Department of Surgery and Cancer, St Mary's Hospital, Imperial College London, London, UK; Hamlyn Centre for Robotic Surgery, Imperial College London, London, UK.

出版信息

J Surg Res. 2014 Sep;191(1):169-78. doi: 10.1016/j.jss.2014.04.032. Epub 2014 Apr 24.

Abstract

BACKGROUND

The development of quantitative objective tools is critical to the assessment of surgeon skill. Eye tracking is a novel tool, which has been proposed may provide suitable metrics for this task. The aim of this study was to review current evidence for the use of eye tracking in training and assessment.

METHODS

A systematic literature review was conducted in line with PRISMA guidelines. A search of EMBASE, OVID MEDLINE, Maternity and Infant Care, PsycINFO, and Transport databases was conducted, till March 2013. Studies describing the use of eye tracking in the execution, training or assessment of a task, or for skill acquisition were included in the review.

RESULTS

Initial search results returned 12,051 results. Twenty-four studies were included in the final qualitative synthesis. Sixteen studies were based on eye tracking in assessment and eight studies were on eye tacking in training. These demonstrated feasibility and validity in the use of eye tracking metrics and gaze tracking to differentiate between subjects of varying skill levels. Several training methods using gaze training and pattern recognition were also described.

CONCLUSIONS

Current literature demonstrates the ability of eye tracking to provide reliable quantitative data as an objective assessment tool, with potential applications to surgical training to improve performance. Eye tracking remains a promising area of research with the possibility of future implementation into surgical skill assessment.

摘要

背景

开发定量客观工具对于评估外科医生的技能至关重要。眼动追踪是一种新型工具,有人提出它可能为这项任务提供合适的指标。本研究的目的是回顾当前关于眼动追踪在培训和评估中应用的证据。

方法

根据PRISMA指南进行系统的文献综述。检索了EMBASE、OVID MEDLINE、母婴护理、PsycINFO和交通数据库,截至2013年3月。纳入综述的研究描述了眼动追踪在任务执行、培训或评估中的应用,或用于技能获取。

结果

初步检索结果返回12,051条结果。最终的定性综合分析纳入了24项研究。16项研究基于眼动追踪进行评估,8项研究基于眼动追踪进行培训。这些研究证明了使用眼动追踪指标和注视追踪来区分不同技能水平受试者的可行性和有效性。还描述了几种使用注视训练和模式识别的训练方法。

结论

当前文献表明,眼动追踪有能力作为一种客观评估工具提供可靠的定量数据,在外科培训中具有潜在应用以提高表现。眼动追踪仍然是一个有前景的研究领域,未来有可能应用于外科技能评估。

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