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Eye-Tracking Technology and the Dynamics of Natural Gaze Behavior in Sports: A Systematic Review of 40 Years of Research

机译:眼动追踪技术和运动中自然注视行为的动力学:40年研究的系统综述

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摘要

Reviewing 60 studies on natural gaze behavior in sports, it becomes clear that, over the last 40 years, the use of eye-tracking devices has considerably increased. Specifically, this review reveals the large variance of methods applied, analyses performed, and measures derived within the field. The results of sub-sample analyses suggest that sports-related eye-tracking research strives, on the one hand, for ecologically valid test settings (i.e., viewing conditions and response modes), while on the other, for experimental control along with high measurement accuracy (i.e., controlled test conditions with high-frequency eye-trackers linked to algorithmic analyses). To meet both demands, some promising compromises of methodological solutions have been proposed—in particular, the integration of robust mobile eye-trackers in motion-capture systems. However, as the fundamental trade-off between laboratory and field research cannot be solved by technological means, researchers need to carefully weigh the arguments for one or the other approach by accounting for the respective consequences. Nevertheless, for future research on dynamic gaze behavior in sports, further development of the current mobile eye-tracking methodology seems highly advisable to allow for the acquisition and algorithmic analyses of larger amounts of gaze-data and further, to increase the explanatory power of the derived results.
机译:回顾60项关于体育中自然注视行为的研究,很明显,在过去40年中,眼动追踪设备的使用已大大增加。具体而言,本次审查揭示了在现场使用的方法,所执行的分析和得出的测量方法的巨大差异。子样本分析的结果表明,与体育有关的眼动追踪研究一方面致力于生态学上有效的测试设置(即查看条件和响应模式),另一方面致力于实验控制和高测量准确性(即与算法分析相关联的带有高频眼动仪的受控测试条件)。为了满足这两个需求,已经提出了一些方法上可行的折衷方案,特别是将强大的移动眼动仪集成在运动捕捉系统中。但是,由于实验室和现场研究之间的基本权衡无法通过技术手段解决,因此研究人员需要通过考虑各自的后果来仔细权衡一种方法或另一种方法的论点。然而,对于未来关于运动中动态注视行为的研究,似乎强烈建议进一步发展当前的移动眼动追踪方法,以允许对大量注视数据进行采集和算法分析,并进一步提高注视数据的解释力。得出的结果。

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