在垒球运动中进行有针对性的感知认知训练后,击球技能得到多年提高

Jordan Muraskin, Jason Sherwin
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引用次数: 0

摘要

背景:在垒球等竞技运动中,做出快速、准确的决定至关重要,而感知认知技能会对场上表现产生重大影响。本研究评估了通过 uHIT 平台提供的有针对性的感知认知训练计划对提高大学垒球运动员击球成绩的长期有效性:方法:对从 NCAA 和 NAIA 垒球队收集到的多个赛季的数据进行纵向分析。研究采用贝叶斯统计方法评估认知训练对上垒率和击球率(OPS)的影响。分析采用了加权模型,以考虑比赛的变化和球队之间的差异,并考虑了球队和年度分区效应的影响。对包括决策 AUC 和响应时间在内的关键指标进行了跟踪,以评估感知认知方面的改进:结果表明,参加认知训练干预的团队的 OPS 有了明显改善,加权模型表明训练对成绩有很大影响。值得注意的是,从 permutation 检验结果来看,干预措施对训练强度较大的团队最为有效。贝叶斯分析还显示,干预措施在决策和反应时间方面带来了统计学意义上的显著改善,从而提高了场上表现:研究结果支持感知认知训练在提高垒球实际运动表现方面的有效性。uHIT 平台作为一种生态有效的训练工具,已证明其有潜力成为运动发展计划的重要组成部分。未来的研究应探索这些认知成果的长期保持及其在不同运动和竞技水平中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiyear Improvement In Batting Skills Following Targeted Perceptual Cognitive Training In Softball
Background: Making quick, accurate decisions is crucial in competitive sports like softball, where perceptual-cognitive skills can significantly impact on-field performance. This study evaluates the long-term effectiveness of a targeted perceptual-cognitive training program, delivered through the uHIT platform, on improving batting performance in collegiate softball players. Methods: A longitudinal analysis was conducted on data collected from both NCAA and NAIA softball teams over multiple seasons. The study used Bayesian statistical methods to assess the impact of cognitive training on on-base plus slugging percentage (OPS). The analysis incorporated weighted models to account for variability in games played and differences between teams, and the influence of team and year-division effects was considered. Key metrics, including Decision AUC and Response Time, were tracked to evaluate perceptual-cognitive improvements. Results: The results demonstrated significant improvements in OPS for teams that participated in the cognitive training intervention, with the weighted models indicating a substantial effect of the training on performance. Notably, the intervention was most effective in teams with higher training intensity, as evidenced by the permutation test results. The Bayesian analysis also revealed that the intervention led to statistically significant improvements in decision-making and response times, translating into enhanced on-field performance. Conclusion: The findings support the effectiveness of perceptual-cognitive training in improving real-world athletic performance in softball. The uHIT platform, as an ecologically valid training tool, has demonstrated its potential to serve as a critical component of athletic development programs. Future research should explore the long-term retention of these cognitive gains and their application across different sports and competitive levels.
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