Using Eye-Tracking Technology to Quantify the Effect of Experience and Education on Forensic Anthropological Analyses

Micayla C. Spiros, Sherry Nakhaeizadeh, T. Thompson, Ruth Morgan, Viktor Olsson, Alexandra Berivoe, J. Hefner, Martin Arvidsson
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Abstract

The human interpretation of analytical outputs is a significant challenge in forensic science, making it vital to explore the application of protocols as we enhance our practices. This study assesses decision making in forensic anthropological analyses utilizing eye-tracking technology to quantify an observer’s estimate of confidence and reliability. Ten individuals with varying levels of education and experience were asked to score cranial morphologies for two human crania. Each participant’s fixation points, fixation duration, and visit count and duration were assessed using Tobii™ Pro 2 eye-tracking glasses. Mid-facial morphologies capturing relative widths were the quickest scored traits, with an overall median time of 14.59 seconds; more complex morphological assessments took longer. Using time as a proxy for confidence, Kruskal-Wallis rank sum results indicate individuals with less experience differed significantly from individuals with greater experience (p = 0.01) although differences in level of education were not significant. Interestingly, intraclass correlation coefficients (ICC) indicate interobserver reliability is high between observers, suggesting experience only slightly improves agreement. These preliminary results suggest experience is more important than level of education. Through empirical decision making studies, forensic anthropologists can improve practices—increasing the transparency of evaluative decision making by targeting confusing or problematic aspects of a data collection practice, and in so doing, enhance training.
用眼动追踪技术量化经验和教育对法医人类学分析的影响
人类对分析结果的解释是法医学的一个重大挑战,因此在我们加强实践的过程中,探索协议的应用至关重要。本研究利用眼动追踪技术评估法医人类学分析中的决策,以量化观察者对置信度和可靠性的估计。10个受教育程度和经验不同的人被要求对两个人类颅骨的颅形态进行评分。使用Tobii™Pro 2眼动追踪眼镜评估每位参与者的注视点、注视时间、访问次数和持续时间。捕捉相对宽度的中面部形态是得分最快的特征,总体中位数时间为14.59秒;更复杂的形态学评估需要更长的时间。使用时间作为信心的代理,Kruskal-Wallis秩和结果表明经验较少的个体与经验较多的个体差异显著(p = 0.01),尽管教育水平的差异不显著。有趣的是,类内相关系数(ICC)表明观察者之间的可靠性很高,这表明经验只会略微提高一致性。这些初步结果表明,经验比教育水平更重要。通过实证决策研究,法医人类学家可以改进实践——通过针对数据收集实践中令人困惑或有问题的方面,提高评估决策的透明度,并在此过程中加强培训。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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