Department of Epidemiology, Geisel School of Medicine at Dartmouth College, HB 7927, One Medical Center Drive, Lebanon, NH, 03765, USA.
Thayer School of Engineering at Dartmouth College, Hanover, NH, USA.
Behav Res Methods. 2021 Aug;53(4):1502-1514. doi: 10.3758/s13428-020-01504-2. Epub 2020 Nov 27.
The portability of low-cost eye trackers makes them attractive for research outside of the laboratory. Such research may require independent eye-tracker use. The present work compared the data quality of the Gazepoint GP3 when used independently by research participants with expert eye-tracking users. Twenty participants completed a training and a testing session 1 week apart. At training visits, participants were taught how to set up and use eye-tracking hardware and software and how to complete two tasks: a calibration task to measure accuracy and precision, as well as a visual search task to assess target fixations. At the testing session, participants set up the Gazepoint eye tracker and completed the two tasks without assistance. Participant accuracy and precision and visual search performance were compared to values obtained from two expert eye-tracking users. Additionally, the eye-tracker sampling rate, which is sensitive to factors such as head motion, was assessed in both participants and the expert users. Participant accuracy and precision closely approximated expert user values. Participant target fixations were detected with a 92.5% sensitivity and 76.8% specificity, closely mirroring expert user sensitivity and specificity. The sampling rate distribution was also similar between the participants and expert user (the means of those distributions were 16.99 ± 3.0 ms and 16.43 ± 2.3 ms, respectively). When used independently, data quality obtained from a low-cost, portable eye-tracking setup closely approximated values obtained from an expert user and was adequate enough to be a feasible option for some studies that require independent use by study participants.
低成本眼动追踪器的便携性使其在实验室之外的研究中具有吸引力。这种研究可能需要独立使用眼动追踪器。本研究比较了研究参与者独立使用 Gazepoint GP3 时的数据质量与专业眼动追踪用户的数据质量。20 名参与者在相隔一周的时间内完成了培训和测试环节。在培训访问中,参与者被教授如何设置和使用眼动追踪硬件和软件,以及如何完成两项任务:一项是校准任务,用于测量准确性和精度;另一项是视觉搜索任务,用于评估目标注视。在测试环节,参与者自行设置 Gazepoint 眼动追踪器并完成两项任务,无需协助。参与者的准确性和精度以及视觉搜索性能与两名专业眼动追踪用户获得的值进行了比较。此外,眼动追踪器的采样率(对头部运动等因素敏感)在参与者和专家用户中进行了评估。参与者的准确性和精度非常接近专业用户的值。参与者的目标注视被检测到的灵敏度为 92.5%,特异性为 76.8%,与专家用户的灵敏度和特异性非常接近。参与者和专家用户的采样率分布也相似(这些分布的平均值分别为 16.99±3.0ms 和 16.43±2.3ms)。当独立使用时,从低成本、便携式眼动追踪设置中获得的数据质量非常接近专业用户获得的值,足以成为某些需要研究参与者独立使用的研究的可行选择。