Fitts' law has been widely employed as a research method for analyzing tasks within the domain of Human-Computer Interaction (HCI). However, its application to non-computer tasks has remained limited. This study aims to extend the application of Fitts' law to the realm of sports, specifically focusing on squash. Squash is a high-intensity sport that requires quick movements and precise shots. Our research investigates the effectiveness of utilizing Fitts' law to evaluate the task difficulty and effort level associated with executing and responding to various squash shots. By understanding the effort/information rate required for each shot, we can determine which shots are more effective in making the opponent work harder. Additionally, this knowledge can be valuable for coaches in designing training programs. However, since Fitts' law was primarily developed for human-computer interaction, we adapted it to fit the squash scenario. This paper provides an overview of Fitts' law and its relevance to sports, elucidates the motivation driving this investigation, outlines the methodology employed to explore this novel avenue, and presents the obtained results, concluding with key insights. We conducted experiments with different shots and players, collecting data on shot speed, player movement time, and distance traveled. Using this data, we formulated a modified version of Fitts' law specifically for squash. The results provide insights into the difficulty and effectiveness of various shots, offering valuable information for both players and coaches in the sport of squash.
翻译:菲茨定律(Fitts' law)作为人机交互领域任务分析的研究方法已被广泛采用,但其在非计算机任务中的应用仍十分有限。本研究旨在将菲茨定律的应用拓展至体育领域,重点聚焦壁球运动。壁球是一项对快速移动和精准击球要求极高的高强度运动。本研究通过探索菲茨定律在评估执行与应对不同壁球击球动作的任务难度和努力程度方面的有效性,揭示了各种击球动作所需的信息处理速率与运动负荷的关系。研究发现:通过量化各击球动作对应的努力/信息比率,不仅能判定迫使对手消耗更多体能的战术性击球方式,还可为教练员设计训练方案提供理论依据。由于菲茨定律最初是为研究人机交互而建立的,我们针对壁球运动场景进行了适应性改进。本文系统阐述了菲茨定律的基本原理及其在体育领域的适用性,阐释了本研究的动机背景,详述了探索这一创新研究方向的方法论框架,展示实验数据并提炼核心结论。我们针对不同击球类型与运动员开展实验,采集了击球速度、运动员移动时间和运动距离等参数。基于这些数据,我们构建了适用于壁球运动场景的菲茨定律修正模型。研究成果揭示了各类击球动作的难度梯度与战术效果差异,为壁球运动员的技术优化和教练员的训练指导提供了关键决策依据。