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Evaluation of physiological parameters and gaze behaviour of air pistol shooters related to performance outcomes 气手枪射击运动员生理参数及注视行为对射击成绩的影响
4区 教育学 Q2 SPORT SCIENCES Pub Date : 2023-11-10 DOI: 10.1080/24748668.2023.2280348
Gülçin Güler, Deniz Şimşek, Seçkin Tuncer, Daniel Mon-López
ABSTRACTThe objective of this study was to evaluate the physiological parameters and quiet eye (QE) of air pistol shooters in relation to performance outcomes. QE duration, skin conductance (SC), and heart rate (HR) were recorded for 20 shooters (10 novices and 10 intermediates) during shooting. All variables were examined according to the score and total shots. Physiological parameters were evaluated according to the shooting phases. Intermediate shooters exhibited significantly longer QE duration than novices (p < .001). There were no significant differences in QE duration and normalised SC according to the score and normalised SC between groups (p > .05). In SC, an increase in the preparation and resting phase and a decrease in the aiming phase were observed in both groups (p < .001). Intermediate shooters had lower HR than novices in all phases (p < .001). Additionally, more HR changes were detected in the intermediate shooters than in novices. HR of 10-score shots was lower than other shots (p < .05). Intermediate shooters exhibited longer QE duration than novices and they can decelerate their HR before shots. Coaches are recommended to incorporate exercises into training programmes that will enhance the visual focusing skills and reduce heart rate for novice shooters.KEYWORDS: Quiet eye durationskin conductanceheart rateair pistol performancegaze behaviour AcknowledgementsThe study was supported by Eskisehir Technical University (Project number: Eskisehir Technical Uni./BAP 1703S071). The author would like to thank the subjects for their collaboration and support.Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.
摘要本研究旨在探讨气手枪射击运动员的生理参数和静眼(QE)对射击成绩的影响。记录20名射击者(10名新手和10名中级)在射击过程中的QE持续时间、皮肤电导(SC)和心率(HR)。所有变量根据得分和总出手数进行检验。根据拍摄阶段对生理参数进行评价。中级射手的QE持续时间明显长于新手(p < 0.001)。QE持续时间、标准化评分和标准化评分组间差异无统计学意义(p > 0.05)。在SC中,两组的准备期和静息期均增加,瞄准期均减少(p < 0.001)。中级射手在各阶段的HR均低于新手(p < 0.001)。此外,中级射击者的心率变化高于新手。10分组的HR低于其他组(p < 0.05)。中级射手比新手表现出更长的QE持续时间,并且可以在射击前减速HR。建议教练将练习纳入训练计划,以提高视觉聚焦技能并降低新手射击者的心率。关键词:静眼持续时间;皮肤电导;心率;气手枪性能;/软面包卷1703 s071)。作者感谢研究对象的合作与支持。披露声明作者未报告潜在的利益冲突。本研究没有从公共、商业或非营利部门的资助机构获得任何特定的资助。
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引用次数: 0
The effect of COVID-19 lockdown on ball possession performance in Spanish professional soccer leagues 新冠肺炎疫情封锁对西班牙职业足球联赛控球表现的影响
4区 教育学 Q2 SPORT SCIENCES Pub Date : 2023-11-09 DOI: 10.1080/24748668.2023.2277579
D. Lobo-Triviño, J.C. Ponce-Bordón, J. Díaz-García, R. López Del Campo, A. Doncel, J. Fernández-Navarro, T. García-Calvo
ABSTRACTThis research analysed the influence of lockdown and interruption of competitions due to COVID-19 on different ball possession-related variables. Also, match location and the differences between divisions were considering between the pre- and post-lockdown. A total of 144,689 records from 842 soccer matches during the 2019/20 season of the First (n = 380) and Second Spanish Division (n = 462) were collected. Match data were collected using the ChryonHego video-tracking system. Pre-lockdown (1st–27th matchday in First Division and 1st–31st matchday in Second Spanish Division) and post-lockdown periods (28th–38th matchday in First Division and 32nd–42nd matchday in Second Spanish Division) were compared. The match location contextual-related variable was also considered for the analysis. Linear mixed models showed that the number of outplayed players by ball possession (3.1%), successful passes (17.5%) and total passes (18.9%) increased during the post-lockdown period (p < .001). In addition, match location and league significantly influenced the successful and total passes in all situations (p < .001), increasing in the post-lockdown period. In conclusion, the lockdown period has led changes in the ball possession of the soccer teams. These results help to understand the impact that a particular and unusual situation as the interruption of the league due to COVID-19 lockdown had on the performance of professional soccer teams.KEYWORDS: COVID-19 outbreakelite soccermatch analysispandemictechnical-tactical AcknowledgementsThis work was supported by the European Regional Development Fund (ERDF), the Government of Extremadura (Department of Economy and Infrastructure) and LaLiga Research and Analysis Sections.Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported by the European Regional Development Fund (ERDF), the Government of Extremadura (Department of Economy and Infrastructure) and LaLiga Research and Analysis Sections.
【摘要】本研究分析了新冠肺炎疫情封锁和比赛中断对不同控球相关变量的影响。此外,还考虑了封锁前和封锁后的比赛地点和分区之间的差异。在2019/20赛季西班牙甲级联赛(n = 380)和乙级联赛(n = 462)的842场比赛中,共收集了144689项记录。使用ChryonHego视频跟踪系统收集匹配数据。比较封锁前(甲级联赛第1 - 27比赛日和西班牙乙级联赛第1 - 31比赛日)和封锁后(甲级联赛第28 - 38比赛日和西班牙乙级联赛第32 - 42比赛日)。分析还考虑了匹配位置上下文相关变量。线性混合模型显示,在封城后,控球率(3.1%)、传球成功率(17.5%)和总传球率(18.9%)高于对手的球员数量增加(p < 0.001)。此外,比赛地点和联赛对所有情况下的成功传球和总传球都有显著影响(p < 0.001),并在封城后增加。综上所述,封锁期间导致了足球队控球的变化。这些结果有助于理解新冠肺炎封锁导致联赛中断等特殊情况对职业足球队表现的影响。本研究得到了欧洲区域发展基金(ERDF)、埃斯特雷马杜拉政府(经济和基础设施部)和西甲研究与分析部门的支持。披露声明作者未报告潜在的利益冲突。这项工作得到了欧洲区域发展基金(ERDF)、埃斯特雷马杜拉政府(经济和基础设施部)以及西甲研究和分析科的支持。
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引用次数: 0
The effect of coach dismissal on team performance and match physical demands in Spanish professional soccer leagues 西班牙职业足球联赛解聘教练对球队表现及比赛体能需求的影响
4区 教育学 Q2 SPORT SCIENCES Pub Date : 2023-11-09 DOI: 10.1080/24748668.2023.2278370
J. C Ponce-Bordón, M López-Gajardo, J Fernández-Navarro, R López Del Campo, R Resta, T garcía-Calvo
ABSTRACTThe present study aimed to examine the relationship between coach dismissal and team performance, and match physical demands in the top two professional Spanish soccer leagues across both short and long term within a season. Data were collected from all matches played in the First (Liga Santander; n = 2,950) and Second Spanish Division (Liga Smartbank; n = 2,966) over four consecutive seasons (from 2015/2016 to 2018/2019). Team performance (points won), total distance (TD), high-intensity running distance (HIRD, distance 21–24 km⋅h−1), very-high-intensity running distance (VHIRD, >24 km⋅h−1) and the number of efforts between 21–24 km⋅h−1 (Sp21) and >24 km⋅h−1 (Sp24) were analysed. All within-season coaching dismissals were examined. Results showed that team performance was significantly higher after coach dismissal across short term (p < .001). Concerning match physical demands, across the short term, only TD was significantly greater after coach dismissal (p < .01); while across long terms, TD, HIRD, VHIRD, Sp21 and Sp24 were significantly greater during post coach dismissal stage (p < .001) than the prior coach dismissal stage. Such findings demonstrate that coach replacement could positively influence on team performance and match physical demands, not only across the short term but also over the season.KEYWORDS: Professional footballmatch running performancecoach replacementlongitudinal analysisperformance Disclosure statementNo potential conflict of interest was reported by the author(s).Data availability statementRestrictions apply to the availability of these data. Data were obtained from LaLiga and are available at https://www.laliga.es/en with the permission of LaLiga.Additional informationFundingThis work was supported by the European Regional Development Fund (ERDF), the Government of Extremadura (Department of Economy and Infrastructure), LaLiga Research and Analysis Sections, and Fernando Valhondo Calaff Foundation.
摘要本研究旨在探讨西班牙两大职业足球联赛中教练解聘与球队短期和长期体能需求的关系。数据收集自西班牙甲级联赛(Liga Santander;n = 2950)和西班牙乙级联赛(Liga Smartbank;N = 2966),连续四个赛季(从2015/2016到2018/2019)。分析了车队成绩(得分)、总距离(TD)、高强度跑步距离(HIRD,距离21-24 km⋅h−1)、超高强度跑步距离(VHIRD, >24 km⋅h−1)以及21-24 km⋅h−1 (Sp21)至>24 km⋅h−1 (Sp24)之间的努力次数。所有赛季内的教练解雇都被审查了。结果显示,教练解聘后的团队绩效在短期内显著提高(p < 0.001)。就比赛体能需求而言,在短期内,只有TD在教练下课后显著增加(p < 0.01);而从长期来看,教练离职后阶段的TD、HIRD、VHIRD、Sp21和Sp24显著高于教练离职前阶段(p < 0.001)。这些发现表明,无论是短期还是整个赛季,教练更替都能对球队的表现和体能需求产生积极的影响。关键词:职业足球比赛跑动成绩;替补教练;纵向分析;数据可用性声明限制适用于这些数据的可用性。数据来自西甲联赛,经西甲联赛许可,可在https://www.laliga.es/en上查阅。这项工作得到了欧洲区域发展基金(ERDF)、埃斯特雷马杜拉政府(经济和基础设施部)、西甲研究和分析部门以及费尔南多·瓦洪多·卡拉夫基金会的支持。
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引用次数: 0
Training practices used by elite sprint coaches 精英短跑教练使用的训练方法
4区 教育学 Q2 SPORT SCIENCES Pub Date : 2023-11-08 DOI: 10.1080/24748668.2023.2277631
Aarón Agudo-Ortega, Juan J. Salinero, Øyvind Sandbakk, Violeta Muñoz de la Cruz, José M. González-Rave
ABSTRACTScientific knowledge of the training of elite athletic sprinters is limited, and much of their training relies on the intuition and expertise of experienced coaches. Therefore, the objective of this study is to provide an overview of the training practices employed by elite Spanish sprint coaches. A descriptive analysis was conducted using customised questionnaires from 14 sprint-specialised coaches who volunteered to participate. These coaches used both traditional (50%) and block periodisation (50%). Many coaches (78.6%) divided training into three phases within each of the two macrocycles. Additionally, all coaches incorporated a tapering phase of varying durations. During the general preparation phase, the focus was on strength training (78.6%) and tempo training (85.7%). In the specific preparation phase, priority was strength-speed (92.9%) and speed-endurance (100%). The competitive phase emphasised speed-strength (100%), acceleration and maximal velocity (92.9%). Coaches incorporated technique work prior to sprint sessions (100%) and conducted specific monitoring/testing sessions (78.6%). Most coaches also monitored indicators of fatigue (78.6%) and recovery parameters (100%). In conclusion, elite Spanish sprint coaches employ relatively similar strength and sprint training methods throughout the season, gradually shifting the focus towards competition specificity. However, these coaches implement different macro-periodisation models.KEYWORDS: Athleticsperiodisationsprint performancestrength and conditioningcoaches’ practices AcknowledgementsThe first author has been granted with funds provided by the Universidad de Castilla-La Mancha (Ref. 2022-INVGO-11143).Disclosure statementNo potential conflict of interest was reported by the author(s).
摘要关于优秀短跑运动员训练的科学知识有限,他们的训练在很大程度上依赖于经验丰富的教练的直觉和专业知识。因此,本研究的目的是为西班牙优秀短跑教练提供训练实践的概述。对14名自愿参与的短跑专业教练的定制问卷进行了描述性分析。这些教练使用传统(50%)和分段周期(50%)。许多教练(78.6%)将训练分为两个大周期中的三个阶段。此外,所有的教练都加入了不同持续时间的逐渐减少阶段。在一般准备阶段,重点是力量训练(78.6%)和速度训练(85.7%)。在特定制备阶段,强度-速度(92.9%)和速度-耐力(100%)优先。竞争阶段强调速度-强度(100%),加速度和最大速度(92.9%)。教练在冲刺训练前进行技术训练(100%),并进行具体的监测/测试(78.6%)。大多数教练还监测了疲劳指标(78.6%)和恢复参数(100%)。综上所述,西班牙优秀的短跑教练在整个赛季中都采用了相对相似的力量和短跑训练方法,逐渐将重点转向了比赛的特殊性。然而,这些教练实现了不同的宏观周期模型。关键词:运动员,运动周期,短跑成绩,力量和训练教练的实践。致谢第一作者获得了卡斯蒂利亚-拉曼查大学的资助(Ref. 2022-INVGO-11143)。披露声明作者未报告潜在的利益冲突。
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引用次数: 0
Club coefficients in the UEFA Champions League: Time for shift to an Elo-based formula 欧洲冠军联赛的俱乐部系数:是时候转向基于elo的公式了
4区 教育学 Q2 SPORT SCIENCES Pub Date : 2023-11-07 DOI: 10.1080/24748668.2023.2274221
László Csató
One of the most popular club football tournaments, the UEFA Champions League, will see a fundamental reform from the 2024/25 season: the traditional group stage will be replaced by one league where each of the 36 teams plays eight matches. To guarantee that the opponents of the clubs are of the same strength in the new design, it is crucial to forecast the performance of the teams before the tournament as well as possible. This paper investigates whether the currently used rating of the teams, the UEFA club coefficient, can be improved by taking the games played in the national leagues into account. According to our logistic regression models, a variant of the Elo method provides a higher accuracy in terms of explanatory power in the Champions League matches. The Union of European Football Associations (UEFA) is encouraged to follow the example of the FIFA World Ranking and reform the calculation of the club coefficients in order to avoid unbalanced schedules in the novel tournament format of the Champions League.
最受欢迎的俱乐部足球比赛之一,欧洲冠军联赛,将从2024/25赛季开始进行根本性的改革:传统的小组赛阶段将被一个联赛取代,36支球队每支球队打8场比赛。为了保证俱乐部的对手在新设计中具有相同的实力,在比赛前尽可能地预测球队的表现是至关重要的。本文探讨了在考虑国家队比赛的情况下,是否可以提高目前使用的球队评级——欧足联俱乐部系数。根据我们的逻辑回归模型,Elo方法的一种变体在欧冠比赛的解释力方面提供了更高的准确性。鼓励欧洲足球协会联盟(UEFA)效仿国际足联世界排名,改革俱乐部系数的计算,以避免在欧洲冠军联赛的新比赛形式中出现赛程不平衡的情况。
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引用次数: 0
Is team-level injury analysis giving us the full story? Exploring a player-specific approach to analysing injuries 球队层面的伤情分析给了我们完整的故事吗?探索一种针对球员的伤病分析方法
4区 教育学 Q2 SPORT SCIENCES Pub Date : 2023-11-06 DOI: 10.1080/24748668.2023.2275940
Leah Bitchell, Victoria H. Stiles, Gemma Robinson, Prabhat Mathema, Isabel S. Moore
An examination of team-level and player-specific injury incidence in Rugby Union, using different match exposure calculations, Match time-loss injuries and match exposure using Global Positioning Systems (GPS) was collected across three seasons (2016/17–2018/19). Team-level and player-specific injury incidence were calculated using standard match length and GPS exposure. The probability of one or two or more injuries was calculated using the Poisson probability. A total of 487 injuries were sustained by 111 players. Team-level injury incidence across three seasons using standard match length was lower than the injury incidence using GPS (59.5 vs 95.7 injuries/1000 match hours, respectively). More than 84% of players fell outside the 95% confidence intervals for the team-level injury incidence each season. When exposed to a lower number of match hours, at the same incidence the probability of only one injury was higher. When exposed to a higher number of match hours, at the same incidence the probability of sustaining two or more injuries was higher. The standard match length underestimates the team-level injury incidence if the entire player cohort has not provided consent. In addition, team-level injury incidence is a poor representation of the underlying injury incidence of players.
通过使用不同的比赛暴露计算、比赛时间损失伤害和使用全球定位系统(GPS)的比赛暴露,研究了橄榄球联盟(Rugby Union)三个赛季(2016/17-2018/19)的球队级别和球员特定伤害发生率。使用标准比赛时长和GPS暴露来计算团队水平和球员特异性损伤发生率。用泊松概率计算一次或两次以上损伤的概率。111名球员共受伤487人。在三个赛季中,使用标准比赛时长的球队伤病发生率低于使用GPS的球队伤病发生率(分别为59.5人/1000比赛小时vs 95.7人/1000比赛小时)。每个赛季,超过84%的球员在球队伤病发生率的95%置信区间之外。当暴露于较低的比赛时间时,在相同的发生率下,只有一次受伤的可能性更高。当暴露在更长的比赛时间时,在相同的发生率下,持续两次或更多受伤的可能性更高。如果没有得到所有球员的同意,那么标准比赛长度低估了球队水平的受伤发生率。此外,球队层面的伤病发生率不能很好地代表球员的潜在伤病发生率。
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引用次数: 0
How hormones, vertical jump and perceived exertion change in clutch time. A season case study of an amateur basketball team 激素,垂直跳跃和感知用力在离合器时间是如何变化的。某业余篮球队赛季案例分析
4区 教育学 Q2 SPORT SCIENCES Pub Date : 2023-11-06 DOI: 10.1080/24748668.2023.2277627
José María Izquierdo, Juan Carlos Redondo, Diego Marqués-Jiménez, Antonio Zarauz-Moreno, Diego Fernández-Lázaro
ABSTRACTBasketball clutch time is defined as minutes when the scoring margin is within 5 points with five or fewer minutes remaining in a game. Our aims were to explore the relations and to compare testosterone and cortisol behaviours, vertical jump (CMJ) and perceived exertion (RPE) between clutch time games (CT) and non-clutch time games (N-CT); during a season in an amateur male team (24.02 ± 3.36 years). Data was collected at 22 games considering CT (n = 8) or N-CT (n = 14) depending on the scoring margin with five or fewer minutes. A total of 120 player cases who participated in the last 5 min of each game (CT, n = 48; N-CT, n = 72) were analysed using a mixed linear model for repeated measures to compare the CT and N-CT variations. The main results were Cortisol, CMJ and RPE means turned out to be higher in CT, but relevant differences were only identified for RPE (ES = 0.69). Findings suggested that clutch performance was often viewed through players’ subjective parameters. Consequently, we recommend that both players and coaches consider it for CT performance. In addition, we extend current basketball CT indicator knowledge opening future research and applied practice.KEYWORDS: Team sporttestosteronecortisolcountermovement jumpRPE AcknowledgementsThe authors would like to thank the athletes and coaches for participating in the studyDisclosure statementNo potential conflict of interest was reported by the author(s).
【摘要】篮球比赛的关键时刻是指在比赛剩余时间少于5分钟的情况下,得分差距在5分以内的时刻。我们的目的是探讨在关键时刻游戏(CT)和非关键时刻游戏(N-CT)之间的关系,并比较睾酮和皮质醇行为、垂直跳跃(CMJ)和感知消耗(RPE);业余男队一个赛季(24.02±3.36年)。根据5分钟或更少的得分差,在22场比赛中考虑CT (n = 8)或n -CT (n = 14)收集数据。每场比赛最后5分钟参与比赛的120例(CT, n = 48;n -CT, n = 72)使用混合线性模型进行重复测量,比较CT和n -CT的变化。主要结果是皮质醇、CMJ和RPE均值在CT中升高,但相关差异仅在RPE中发现(ES = 0.69)。研究结果表明,离合器性能通常是通过球员的主观参数来看待的。因此,我们建议球员和教练考虑CT表现。此外,我们拓展了现有的篮球CT指标知识,为未来的研究和应用实践打开了大门。关键词:团队运动,睾丸激素,激素,反动作跳跃,感谢作者感谢参与研究的运动员和教练员披露声明作者未报告潜在的利益冲突。
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引用次数: 0
Does a decade of the rally-point scoring system impact the characteristics of elite badminton matches? 十年来的拉力赛计分系统是否影响了精英羽毛球比赛的特点?
4区 教育学 Q2 SPORT SCIENCES Pub Date : 2023-10-20 DOI: 10.1080/24748668.2023.2272121
Daniel Hoffmann, Tobias Vogt
ABSTRACTThis study aimed to investigate game characteristics in men’s singles badminton matches at world championships under a decade of rally-point scoring system. Time interval has been hypothesised to affect timing factors, such as game duration, rally time, rest time, rest at point 11, and rest time between games. Overall, 56 matches (n = 127 games) were analysed using video footage. We found that year affected all variables from 2006 to 2017, except for the total points played. Consequently, game duration, rally time, rest time, rest time at point 11 and rest time between games increased by 54.0% (p = 0.002, r = 0.407), 62.2% (p = 0.000), 49.3% (p = 0.000), 44% (p < 0.001, r = 0.36) and 74.9% (p = 0.000, r = 0.50), respectively. Furthermore, we suggest that game characteristics in men’s singles badminton matches evolve towards longer rallies with longer rest time, rest time at point 11 and rest time between games, exceeding the limits of the badminton regulation. Therefore, stricter rule enforcement, the introduction of a time limit for the rest time between the rallies, which is similar to the shot clock implemented in tennis for the service execution or a change of the scoring system appears to be necessary to ensure a further reduction of the game duration.KEYWORDS: Badmintonmatch analysiselite performersworld championshipsrally-point scoring system AcknowledgementsWe thank Dominik Eiden for his support during data acquisition and Jonas Breuer during data analyses.Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported by the Badminton World Federation (BWF) under Research Grants 2017-18.
[摘要]本研究旨在探讨在10年的记分制下羽毛球世锦赛男单比赛的比赛特点。假设时间间隔会影响时间因素,如比赛持续时间、集结时间、休息时间、11点休息时间和比赛之间的休息时间。总的来说,56场比赛(n = 127场)使用视频片段进行了分析。我们发现,从2006年到2017年,除了总得分外,年份影响了所有变量。因此,比赛持续时间、集结时间、休息时间、11点休息时间和比赛间休息时间分别增加了54.0% (p = 0.002, r = 0.407)、62.2% (p = 0.000)、49.3% (p = 0.000)、44% (p < 0.001, r = 0.36)和74.9% (p = 0.000, r = 0.50)。此外,我们认为羽毛球男单比赛的比赛特点是朝着休息时间较长的回合、11点休息时间和比赛间休息时间的方向发展,超出了羽毛球规则的限制。因此,为了确保进一步缩短比赛时间,有必要采取更严格的规则执行措施,比如为两回合之间的休息时间引入时间限制,这类似于网球中为发球执行而实施的击球时钟,或者改变计分系统。关键词:羽毛球比赛分析,精英运动员,世界锦标赛,积分计分系统感谢我们感谢Dominik Eiden在数据采集和Jonas Breuer在数据分析中的支持。披露声明作者未报告潜在的利益冲突。本研究由世界羽毛球联合会(BWF)在2017-18研究基金下支持。
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引用次数: 0
Bayesian inference of the impulse-response model of athlete training and performance 运动员训练与成绩的脉冲反应模型的贝叶斯推断
4区 教育学 Q2 SPORT SCIENCES Pub Date : 2023-10-12 DOI: 10.1080/24748668.2023.2268480
Kangyi Peng, Ryan T. Brodie, Tim B. Swartz, David C. Clarke
ABSTRACTThe Banister impulse-response (IR) model was designed to predict an athlete’s performance ability from their past training. Despite its long history, the model’s usefulness remains limited due to difficulties in obtaining precise parameter estimates and performance predictions. To help address these challenges, we developed a Bayesian implementation of the IR model, which formalises the combined use of prior knowledge and data. We report the following methodological contributions: 1) we reformulated the model to facilitate the specification of informative priors, 2) we derived the IR model in Bayesian terms, and 3) we developed a method that enabled the JAGS software to be used while enforcing parameter constraints. To demonstrate proof-of-principle, we applied the model to the data of a national-class middle-distance runner. We specified the priors from published values of IR model parameters, followed by estimating the posterior distributions from the priors and the athlete’s data. The Bayesian approach led to more precise and plausible parameter estimates than nonlinear least squares. We conclude that the Bayesian implementation of the IR model shows promise in addressing a primary challenge to its usefulness for athlete monitoring.KEYWORDS: Athletic performancemathematical modellingBayes theoremcomputer simulation AcknowledgementsThe authors thank Dr. Marc D. Klimstra of the Canadian Sport Institute Pacific and University of Victoria for his support and guidance.Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis study was funded by an Own The Podium-Mitacs Accelerate Fellowship to RTB and DCC and by a Canadian Statistical Sciences Institute Collaborative Research Team grant in sports analytics. TBS and DCC are supported by grants from the Natural Sciences and Engineering Research Council of Canada.
摘要利用Banister脉冲响应模型预测运动员的运动能力。尽管历史悠久,但由于难以获得精确的参数估计和性能预测,该模型的实用性仍然有限。为了帮助解决这些挑战,我们开发了IR模型的贝叶斯实现,该模型形式化了先验知识和数据的组合使用。我们报告了以下方法学贡献:1)我们重新制定了模型以促进信息先验的规范,2)我们用贝叶斯术语推导了IR模型,3)我们开发了一种方法,使JAGS软件能够在执行参数约束的同时使用。为了证明其原理,我们将该模型应用于国家级中长跑运动员的数据。我们从已公布的IR模型参数值中指定先验,然后从先验和运动员数据中估计后验分布。贝叶斯方法比非线性最小二乘法的参数估计更精确、更可信。我们的结论是,IR模型的贝叶斯实现在解决其对运动员监测有用性的主要挑战方面显示出希望。作者感谢加拿大太平洋体育学院和维多利亚大学的Marc D. Klimstra博士的支持和指导。披露声明作者未报告潜在的利益冲突。本研究由Own The Podium-Mitacs加速奖学金资助RTB和DCC,并由加拿大统计科学研究所体育分析合作研究小组资助。TBS和DCC由加拿大自然科学与工程研究委员会资助。
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引用次数: 1
How valid is the commercially available tennis match analysis mobile application? Is it good enough? 商业上可用的网球比赛分析移动应用程序的有效性如何?它够好吗?
4区 教育学 Q2 SPORT SCIENCES Pub Date : 2023-10-09 DOI: 10.1080/24748668.2023.2268475
Ju-Pil Choe, In-Whi Hwang, Jeong-Hui Park, Christina Amo, Jung-Min Lee
ABSTRACTThe present study examines the validity of the SwingVision application by comparing SwingVision’s data to criterion data. Also, we investigated the difference in recording angles of SwingVision (optimal and suboptimal). Six college students played four matches, and every match was recorded from two different angles. After the data collection, recorded videos were analysed by SwingVision and human analysts (criterion). A total of 1065 strokes were analysed in the agreement of SwingVision and human analysts. Cross-tabulation with a column proportion test, Cochran’s Q test, and Kappa statistics were utilised to demonstrate the association of categorical variables (stroke, hit depth, hit zone, bounce depth, bounce zone, spin, result) between the three data (i.e. optimal, suboptimal, and criterion). Repeated measures analysis of variance (ANOVA) and Pearson correlation were used to compare speed data. SwingVision data in most variables showed high proportional similarity and percent agreement with criterion data. Additionally, the optimal angle data had much more similar results to the criterion data than the suboptimal data. Therefore, this present study documented that SwingVision is trustworthy, and users should be aware of possible errors derived from angle differences.KEYWORDS: Measurementsport analyticssmartphone applicationtennisvalidity AcknowledgementsWe want to thank for participants who took part in our experiments.Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThe work was supported by the Korea Creative Content Agency [SR202107001].
摘要本研究通过比较SwingVision的数据和标准数据来检验SwingVision应用程序的有效性。此外,我们还研究了SwingVision记录角度的差异(最优和次优)。六名大学生进行了四场比赛,每场比赛都从两个不同的角度进行了记录。数据收集完成后,使用SwingVision和人工分析(标准)分析录制的视频。在SwingVision和人类分析师的一致意见下,共分析了1065个笔画。交叉表与列比例检验,科克伦的Q检验和Kappa统计被用来证明三个数据(即最优,次优和标准)之间的分类变量(笔画,击球深度,击球区,弹跳深度,弹跳区,旋转,结果)的关联。使用重复测量方差分析(ANOVA)和Pearson相关来比较速度数据。SwingVision数据在大多数变量中与标准数据显示出较高的比例相似性和百分比一致性。此外,与次优数据相比,最佳角度数据与标准数据具有更相似的结果。因此,本研究证明SwingVision是值得信赖的,用户应该意识到由于角度差异可能产生的错误。关键词:测量、运动分析、智能手机应用、网球效度感谢参与我们实验的参与者。披露声明作者未报告潜在的利益冲突。本研究得到了韩国创意内容振兴院[SR202107001]的支持。
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International Journal of Performance Analysis in Sport
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