Gaze behavior and decision-making in simulated defensive situations for baseball fielders using a head-mounted display

Masahiro Kokubu , Koki Shojima , Syunpei Kikumasa , Yuta Oki , Takumi Mieda
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Abstract

Decision-making in baseball fielding requires fast and accurate assessments of multiple visual cues, including ball trajectory and runner movement. This study investigated the relationship between gaze behavior and decision-making performance during defensive plays, specifically focusing on the selection of the appropriate base to throw to. Twenty collegiate baseball fielders participated in a video-based decision-making task using a head-mounted display. Participants viewed first-person perspective videos simulating a defensive situation with one out and a runner on third base and were asked to decide whether to throw to first base or home plate. Decisions were made by pressing a button during the interval between bat–ball contact and ball capture, reflecting the real-time constraints of actual gameplay. Decision accuracy, decision time, and response bias were measured. Eye-tracking data were also collected to analyze gaze behavior such as the number of fixations and gaze transitions between areas of interest. Results revealed that decision accuracy peaked when participants made an intermediate number of fixations per trial. Gaze transition patterns showed that participants initially fixated on the ball in most trials. Trials in which participants gazed at home plate, runner, or other areas were associated with significantly longer decision times. Moreover, trials involving gaze transitions to other areas were associated with significantly lower decision accuracy. Regarding response bias, participants who spent more time viewing the ball were more likely to make assertive throw decisions by choosing home plate, whereas those who made more gaze transitions between areas of interest tended to make more conservative choices, such as selecting first base. These findings suggest that efficient gaze behavior, characterized by an optimal number of fixations and appropriate allocation of gaze, are crucial for making fast and accurate decisions during defensive plays in baseball.
使用头戴式显示器的棒球手在模拟防守情况下的凝视行为和决策
棒球场上的决策需要快速准确地评估多种视觉线索,包括球的轨迹和跑动者的运动。本研究探讨了防守比赛中凝视行为与决策表现之间的关系,特别关注于选择合适的投球基地。20名大学棒球手使用头戴式显示器参与了一项基于视频的决策任务。参与者观看了模拟防守情况的第一人称视角视频,其中一人出局,一名跑垒者在三垒,并被要求决定是将球扔到一垒还是本垒。决策是通过在击球和击球之间的间隔按下按钮来做出的,这反映了实际玩法的实时限制。测量了决策准确性、决策时间和反应偏差。研究人员还收集了眼球追踪数据来分析凝视行为,如注视的次数和兴趣区域之间的凝视转换。结果显示,当参与者在每次试验中做中等数量的注视时,决策准确性达到顶峰。目光转换模式显示,在大多数试验中,参与者最初的注意力都集中在球上。在实验中,参与者盯着本垒板、跑步者或其他区域时,他们的决策时间明显更长。此外,涉及凝视转移到其他区域的试验与显著降低的决策准确性相关。关于反应偏差,花更多时间看球的参与者更有可能做出自信的投出决定,选择本垒,而那些在感兴趣的区域之间进行更多目光转换的参与者倾向于做出更保守的选择,比如选择一垒。这些发现表明,有效的凝视行为,以最佳注视次数和适当的凝视分配为特征,对于在棒球防守比赛中做出快速准确的决定至关重要。
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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