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A stochastic analysis of the 4 × 100 m relay 4 × 100 米接力的随机分析
IF 1.9 4区 教育学 Q3 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-02-01 DOI: 10.1177/17479541231219969
Niklas Karlsson, Anders Lunander
The baton exchanges are undoubtedly the most critical parts of the 4 × 100 m relay race. Timing of the outgoing runner is critical. In this paper we analyze the race as a minimization problem under uncertainty. We formulate a stochastic model in which the outgoing runner at the baton exchange cannot perfectly assess the incoming runner's exact location relatively a checkmark position, and therefore potentially misjudges the right moment to start running. Also, the team members’ daily shape is subject to uncertainty. To understand the effect of these two random variables—incoming runners’ distance to checkmark and the daily shape of the running team—we conduct a simulation study to investigate the trade-off between the team's expected race time and their probability of being disqualified due to overrunning the takeover zone. Conditioning on a low disqualification probability, the difference in expected race time is shown to be substantial between teams with different variation in distance assessment and forecasting running performance, respectively.
交接棒无疑是 4 × 100 米接力赛中最关键的部分。出棒选手的计时至关重要。在本文中,我们将比赛分析为不确定性下的最小化问题。我们建立了一个随机模型,在该模型中,交接棒时的出棒选手无法完美地评估入棒选手相对于检查标记位置的准确位置,因此有可能误判正确的起跑时机。此外,团队成员的日常状态也具有不确定性。为了了解这两个随机变量--来袭选手到检录处的距离和跑步团队的日常状态--的影响,我们进行了一项模拟研究,以调查团队的预期比赛时间与因超越接管区而被取消资格的概率之间的权衡。结果表明,如果取消资格的概率较低,那么在距离评估和预测跑步成绩方面存在不同差异的团队之间,预期比赛时间的差异会很大。
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引用次数: 0
Decoding the decade: Analyzing the evolution of technical and tactical performance in elite padel tennis (2011–2021) 解码十年:分析精英赛艇网球技术和战术表现的演变(2011-2021 年)
IF 1.9 4区 教育学 Q3 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-02-01 DOI: 10.1177/17479541241228059
Alexandru Nicolae Ungureanu, Corrado Lupo, Matteo Contardo, Paolo Riccardo Brustio
Despite the recent popularity of padel tennis and extensive scientific research on technical and tactical performance, anthropometric, biomechanical, and physiological characteristics, there is still a lack of long-term retrospective investigation. Therefore, this study aimed to analyze key performance indicators (KPIs) to provide the changes in these indicators over a decade spanning from 2011 to 2021. The sample included 45 (i.e. 100 sets; 957 games; 5743 points; and 54,918 shots) professional men's matches (Padel Pro Tour and World Padel Tour finals and semifinals) from three different sports seasons (2011, 2016, and 2021). KPIs related to time motion and technical and tactical analysis (i.e. unforced errors and winner shots) were examined. A series of linear mixed models was performed to investigate difference among competition years (2011, 2016, and 2021). Comparing the evolution of the game across the observed decade, it emerged a more progressive intense game (more explosive and rapid playing actions), decreasing number of shots per point (8.8 vs 9.5), and an increasing number of shots per minute (44.2 vs 40.0). Further, an increase in the importance of efficiency in overhead shots (unforced errors from bandeja/vibora +116% from 2011 to 2016) and responding to serve shots (unforced errors from serve return +17% from 2011 to 2021) emerged. Therefore, the present findings are able to highlight the evolution playing of professional padel (i.e. fewer shots per point, shorter effective playing time, decreased average point durations, higher number of shots per minute), thus providing references to potential valuable training plans.
尽管乒乓球运动近年来大受欢迎,有关其技战术表现、人体测量、生物力学和生理特征的科学研究也十分广泛,但仍然缺乏长期的回顾性调查。因此,本研究旨在分析关键绩效指标(KPI),以提供这些指标在 2011 年至 2021 年十年间的变化情况。样本包括三个不同运动赛季(2011 年、2016 年和 2021 年)的 45 场(即 100 盘;957 局;5743 分;54918 次击球)职业男子比赛(职业围棋巡回赛和世界围棋巡回赛决赛和半决赛)。研究了与时间运动和技战术分析(即非受迫性失误和制胜球)相关的关键绩效指标。通过一系列线性混合模型来研究不同比赛年份(2011、2016 和 2021 年)之间的差异。比较观察到的十年间比赛的演变情况,发现比赛更加渐进激烈(更具爆发力和快速的比赛动作),每分击球次数减少(8.8 次对 9.5 次),每分钟击球次数增加(44.2 次对 40.0 次)。此外,高空击球效率(从 2011 年到 2016 年,bandeja/vibora 的非受迫性失误增加了 116%)和发球回应(从 2011 年到 2021 年,发球回击的非受迫性失误增加了 17%)的重要性也有所提高。因此,目前的研究结果能够突显职业乒乓球运动的演变(即每分击球次数减少、有效击球时间缩短、平均击球时间缩短、每分钟击球次数增加),从而为潜在的有价值的训练计划提供参考。
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引用次数: 0
Stakeholder perceptions of a tackle law variation to reduce concussion incidence in community rugby union: A qualitative study 利益相关者对擒抱法变化的看法,以减少社区橄榄球联盟中的脑震荡发生率:定性研究
IF 1.9 4区 教育学 Q3 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-01-31 DOI: 10.1177/17479541241227329
Riaan van Tonder, James Craig Brown, Sean Surmon, Pierre Viviers, Wilbur Kraak, Keith A Stokes, Sharief Hendricks, Wayne Derman, Marelise Badenhorst
This study aimed to investigate the perceptions of key stakeholder groups, i.e. coaches, players, and referees, of a reduced maximum legal tackle height law variation trial in a collegiate amateur rugby competition. A pragmatic qualitative approach was used. Eighteen semi-structured interviews were performed. Thematic analysis was used to analyse the data. Three main law trial-related themes and four additional contextual themes were identified. The most important contextual factors include perceptions of resource scarcity of the implementation context, deficient concussion knowledge and lack of education among all stakeholder groups, tackle technique deficiencies, and an entrenched culture of a dismissive attitude towards serious injuries and non-disclosure of concussion by players. Real-world challenges such as inconsistent sanctioning during gameplay, multi-tackler tackles, and player fatigue underscore the gap between the theoretical knowledge of the law and the complex, dynamic nature of its execution. Furthermore, deeply ingrained issues like entrenched tackle techniques, the quality of coaching, and prevailing attitudes towards concussion compounded these challenges, indicating a need for a more comprehensive approach to bridge the divide between understanding and implementation. Despite these challenges, several participants felt the law variation was still more effective than the existing law; and that it created more awareness around concussion, while sending a clear message that player welfare is being taken seriously. Collectively these factors indicate the difficulty of addressing a complex problem such as concussion, with a law variation intervention in a challenging (resource-constrained) setting.
本研究旨在调查主要利益相关群体(即教练、球员和裁判)对在大学业余橄榄球比赛中试行降低最大法定擒抱高度法的看法。研究采用了务实的定性方法。共进行了 18 次半结构式访谈。采用主题分析法对数据进行分析。确定了三个主要的法律试验相关主题和四个额外的背景主题。最重要的背景因素包括对执行环境资源稀缺的看法、所有利益相关群体对脑震荡知识的缺乏和教育的缺失、擒抱技术的缺陷、对严重受伤和球员不披露脑震荡的轻视态度等根深蒂固的文化。现实世界中存在的挑战,如比赛过程中不一致的处罚、多人擒抱以及球员疲劳等,都凸显了法律理论知识与执行过程中复杂、动态性质之间的差距。此外,一些根深蒂固的问题,如根深蒂固的擒抱技术、教练质量以及对脑震荡的普遍态度,也加剧了这些挑战,这表明需要一种更全面的方法来弥合理解与执行之间的鸿沟。尽管存在这些挑战,但几位与会者认为,法律变通仍比现行法律更有效;它提高了人们对脑震荡的认识,同时发出了球员福利受到重视的明确信息。这些因素共同表明,在一个具有挑战性(资源有限)的环境中,通过法律变通干预来解决脑震荡这样一个复杂问题的难度很大。
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引用次数: 0
Accuracy and reliability of perception of bar velocity loss for autoregulation in resistance exercise 在阻力运动中感知杠铃速度损失进行自动调节的准确性和可靠性
IF 1.9 4区 教育学 Q3 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2024-01-31 DOI: 10.1177/17479541231226413
Drumond Gilo da Silva, Rodrigo Fabio Bezerra da Silva, Petrus Gantois, Vitor Bertoli Nascimento, Fábio Yuzo Nakamura, Fabiano de Souza Fonseca
BackgroundThe perception of bar velocity loss (PVL) can be used as an alternative method for autoregulating intraset repetitions during velocity-based training. This study analyzed the accuracy and reliability of the PVL as a method to autoregulate the intraset repetitions using a moderate velocity loss (VL) threshold (15–30%).MethodsA total of 22 resistance-trained men were familiarized with the PVL in a single session. Test–retest was performed in two sessions 1 week apart, in which participants completed three sets of bench press and back squat at 40, 60, and 80% 1 repetition maximum (1RM). Participants stopped the sets when they reached a moderate VL zone using their PVL. Accuracy was assessed by analyzing whether the mean VL (actual) and the lower and upper limits of the confidence interval (CI) (95%) of each set were within the established VL range and quantifying the relative frequency of correctly interrupted sets. Test–retest reliability was examined by the intraclass correlation coefficient and coefficient of variation.ResultsPVL showed acceptable accuracy in both exercises at 60 and 80% 1RM (50–65% success rate) and retest for all loads (53–76% success rate). Similar PVL percentages were observed between most of the sets for the test and retest ( p > 0.05). Accuracy improved during the retest, especially for bench press (40% 1RM) and back squat (40 and 80% 1RM). PVL was not reliable in the test–retest comparison.ConclusionPVL can be a strategy with acceptable accuracy to autoregulate the intraset repetitions in a moderate zone (VL15–30%), but its reliability does not appear satisfactory after one familiarization session.
背景 杠铃速度损失感知(PVL)可作为基于速度的训练中自动调节组内重复次数的替代方法。本研究分析了 PVL 作为一种使用中等速度损失(VL)阈值(15%-30%)自动调节组内重复的方法的准确性和可靠性。测试-复测在相隔一周的两次训练中进行,参与者分别以 40%、60% 和 80% 的单次最大重量(1RM)完成三组卧推和深蹲。当参与者使用其 PVL 达到中等 VL 区时,即停止该组训练。准确性是通过分析每组的平均 VL(实际值)和置信区间 (CI) 的下限和上限(95%)是否在既定的 VL 范围内,以及量化正确中断组数的相对频率来评估的。通过类内相关系数和变异系数对测试-重测可靠性进行了检验。结果PVL 在 60% 和 80% 1RM 的两种练习(成功率为 50%-65%)和所有负荷的重测(成功率为 53%-76%)中均显示出可接受的准确性。在测试和复测的大多数组间观察到相似的 PVL 百分比(p > 0.05)。在复测中,准确率有所提高,尤其是卧推(40% 1RM)和深蹲(40% 和 80% 1RM)。结论 PVL 可以作为一种策略,以可接受的准确性自动调节中等区域(VL15-30%)内的组内重复次数,但在一次熟悉训练后,其可靠性似乎并不令人满意。
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引用次数: 0
No-gi Brazilian jiu-jitsu: A Markovian analysis of elite-level combat dynamics No-gi巴西柔术:精英级战斗动态的马尔可夫分析
4区 教育学 Q3 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-11-10 DOI: 10.1177/17479541231210979
Leonardo Lamas, Matthew Heiner, Mario Ferreira, Arthur Moura, Wellington Rangel, Gilbert Fellingham, Victor Lage
No-gi Brazilian jiu-jitsu is a grappling-based combat sport performed without the jiu-jitsu uniform. It’s fast-growing popularity has been influenced by the contributions to competitors’ performance in mixed martial arts tournaments. This study aimed to analyze the frequency of actions, the transitions between them, and their reward–risk balance—the probability of submitting minus the probability of being submitted—among top-level competitors. Data encompassed all 93 matches (90 competitors) of the World Submission Fighting Championship-2019. Reliability was assessed by two experts (sports scientists, more than 10 years as no-gi Brazilian jiu-jitsu competitors). Data analyses used Bayesian methods for inference. Posterior distributions of the mean frequencies of actions indicate that the main actions (e.g. takedown, sweep, and back-take) tended to occur less than once per competitor in each match, except by the submission attempt (point estimate of 1.03 per match). The highest estimates for the transition probabilities between match actions were within-competitor—a guard pass action to another guard pass action (0.30); between-competitors—a takedown attempt to a submission attempt (0.15). Most of the actions presented positive reward-risk balance, particularly for the back-take, which showed the highest probability of direct transition to submission (0.45). The dynamic analysis of no-gi Brazilian jiu-jitsu matches evidenced some preferential actions’ transitions associated with winning. Findings should enhance the accuracy of performance prediction and provide evidence-based recommendations for coaches.
No-gi巴西柔术是一种以格斗为基础的格斗运动,没有柔术制服。它的迅速普及受到了参赛者在综合格斗比赛中表现的影响。本研究旨在分析顶级竞争对手的行动频率、行动之间的转换以及他们的回报-风险平衡——提交的概率减去被提交的概率。数据包括2019年世界格斗锦标赛的全部93场比赛(90名选手)。可靠性由两位专家(体育科学家,从事巴西柔术10年以上)评估。数据分析采用贝叶斯方法进行推理。动作平均频率的后验分布表明,除了提交尝试(每场比赛1.03分的估计值)之外,每场比赛中每个选手的主要动作(例如,击倒,横扫和收回)往往少于一次。对比赛动作之间的过渡概率的最高估计是在竞争者-防守传球动作到另一个防守传球动作之间(0.30);在竞争对手之间,一次打倒尝试到一次提交尝试(0.15)。大多数行为表现出正的回报-风险平衡,特别是收回,它显示了直接过渡到提交的最高概率(0.45)。通过对巴西柔术比赛的动态分析,证明了一些与获胜相关的优先动作的转变。研究结果应提高成绩预测的准确性,并为教练员提供循证建议。
{"title":"No-gi Brazilian jiu-jitsu: A Markovian analysis of elite-level combat dynamics","authors":"Leonardo Lamas, Matthew Heiner, Mario Ferreira, Arthur Moura, Wellington Rangel, Gilbert Fellingham, Victor Lage","doi":"10.1177/17479541231210979","DOIUrl":"https://doi.org/10.1177/17479541231210979","url":null,"abstract":"No-gi Brazilian jiu-jitsu is a grappling-based combat sport performed without the jiu-jitsu uniform. It’s fast-growing popularity has been influenced by the contributions to competitors’ performance in mixed martial arts tournaments. This study aimed to analyze the frequency of actions, the transitions between them, and their reward–risk balance—the probability of submitting minus the probability of being submitted—among top-level competitors. Data encompassed all 93 matches (90 competitors) of the World Submission Fighting Championship-2019. Reliability was assessed by two experts (sports scientists, more than 10 years as no-gi Brazilian jiu-jitsu competitors). Data analyses used Bayesian methods for inference. Posterior distributions of the mean frequencies of actions indicate that the main actions (e.g. takedown, sweep, and back-take) tended to occur less than once per competitor in each match, except by the submission attempt (point estimate of 1.03 per match). The highest estimates for the transition probabilities between match actions were within-competitor—a guard pass action to another guard pass action (0.30); between-competitors—a takedown attempt to a submission attempt (0.15). Most of the actions presented positive reward-risk balance, particularly for the back-take, which showed the highest probability of direct transition to submission (0.45). The dynamic analysis of no-gi Brazilian jiu-jitsu matches evidenced some preferential actions’ transitions associated with winning. Findings should enhance the accuracy of performance prediction and provide evidence-based recommendations for coaches.","PeriodicalId":47767,"journal":{"name":"International Journal of Sports Science & Coaching","volume":"116 10","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135137788","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determinant biomechanical variables for each sprint phase performance in track and field: A systematic review 田径运动中每个冲刺阶段表现的决定性生物力学变量:系统综述
4区 教育学 Q3 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-11-07 DOI: 10.1177/17479541231200526
Túlio Bernardo Macedo Alfano Moura, Juliane Cristine Leme, Fábio Yuzo Nakamura, Jefferson Rosa Cardoso, Felipe Arruda Moura
Sprint studies present several variables and methodologies for biomechanical analysis in different phases of running. The variability in the analysis of the sample and distance covered may impede the application of the results in track and field athletes. The objective of this systematic review was to characterize the determinant biomechanical variables analyzed in the literature in each sprint phase. Four electronic databases were used (MEDLINE, Web of Science, SportDiscus, and Scopus). Only biomechanical studies with track and field athletes were selected. After the identification, screening, and eligibility process, 109 studies were included for qualitative synthesis and analyzed by the risk of bias assessment. The studies were classified in different sprint phases, according to the sprint task described by the authors (sprint start = 27, acceleration = 32, constant speed = 8, deceleration = 4, and not specified = 38). Factors such as the center of mass position, contact time, force applied on the rear block, and athletes’ ability to generate high amounts of force in the shortest possible time influence the sprint start performance. The acceleration phase is characterized by step frequency and step length transition, propulsive force, and minimization of braking force. Consequently, directing the resulting force as vertically as possible in the braking phase and as horizontally as possible in the anterior direction during the propulsive phase is important during the constant speed phase. In the deceleration phase, the decrease in step frequency and the increase in contact time may influence speed maintenance and, consequently, the result.
短跑研究为跑步不同阶段的生物力学分析提供了几个变量和方法。样本分析和覆盖距离的可变性可能会阻碍结果在田径运动员中的应用。本系统综述的目的是表征每个冲刺阶段文献中分析的决定性生物力学变量。使用了四个电子数据库(MEDLINE, Web of Science, SportDiscus和Scopus)。只选择了田径运动员的生物力学研究。经过鉴定、筛选和入选过程,纳入109项研究进行定性综合,并进行偏倚风险评估分析。根据作者描述的冲刺任务(冲刺开始= 27,加速= 32,匀速= 8,减速= 4,未指定= 38),将研究分为不同的冲刺阶段。诸如重心位置、接触时间、施加在后块上的力以及运动员在尽可能短的时间内产生大量力的能力等因素都会影响短跑起跑的表现。加速阶段的特点是步进频率和步长过渡、推进力和制动力的最小化。因此,在恒速阶段,在制动阶段尽可能垂直地引导所产生的力,在推进阶段尽可能在前方向水平地引导所产生的力是很重要的。在减速阶段,步进频率的降低和接触时间的增加可能会影响速度保持,从而影响结果。
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引用次数: 0
Upper limb biomechanical differences in volleyball spikes among young female players 年轻女排球运动员上肢扣球的生物力学差异
4区 教育学 Q3 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-11-07 DOI: 10.1177/17479541231211679
Lukáš Slovák, Javad Sarvestan, Fatemeh Alaei, Takehiro Iwatsuki, David Zahradník
The performance assessment of relevant biomechanical factors is essential for appropriate age-related training progression in volleyball spike (VS). This study aimed to investigate the differences in upper limbs’ (a) range of motion (ROM), (b) angular velocities, and (c) muscular activity during VS among under 16- (U-16), under 18- (U-18), and under 20- (U-20) year-old female volleyball players. The kinematic variables of the spike performances were recorded using six optoelectronic cameras (Vicon Motion system, UK). Additionally, the wireless Trigno system (Delsys, USA) was used to record the electromyographic signals. The one-way ANOVA (1d SPM analysis) exhibited a significantly greater wrist internal rotation ( p < .001), wrist adduction velocity (p < .001), and palmaris longus activity ( p < .001) in the acceleration phase in U-20, compared to the U-16 group. Additionally, the U-20 and the U-18 players portrayed a significantly greater shoulder external rotation ( p < .001) and internal angular velocity ( p = .035) relative to the U-16 group. A significantly greater pectoralis major (p < .001), biceps brachii ( p < .001), and anterior deltoid ( p < .001) activity was observed in the U-20 group, compared to younger groups. This study suggests that older players employ more upper limb muscular activities during spike with the presence of blocks, which enables them to hit the ball with greater velocities and direct the ball in their desired direction through increased wrist ROMs.
排球扣球训练中相关生物力学因素的性能评估是排球扣球训练中与年龄相关的适当进展的必要条件。本研究旨在探讨16岁以下(U-16)、18岁以下(U-18)和20岁以下(U-20)女排球运动员在VS时上肢(a)活动范围(ROM)、(b)角速度和(c)肌肉活动的差异。使用6台光电摄像机(英国Vicon Motion系统)记录了扣球性能的运动学变量。此外,使用无线Trigno系统(Delsys, USA)记录肌电信号。单因素方差分析(1d SPM分析)显示腕部内旋明显增大(p <.001),腕内收速度(p <.001),手掌长肌活动(p <.001)在U-20加速阶段,与U-16组相比。此外,U-20和U-18球员的肩部外旋明显更大(p <.001)和内部角速度(p = .035)相对于U-16组。胸大肌明显增大(p <.001),肱二头肌(p <.001),前三角肌(p <与年轻组相比,U-20组中观察到的活性。这项研究表明,年龄较大的球员在扣球时使用更多的上肢肌肉活动,这使他们能够以更快的速度击球,并通过增加手腕的ROMs将球导向他们想要的方向。
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引用次数: 0
Differences between genders and competitive levels on technical-tactical parameters in padel: Implications for training 性别与竞技水平在技战术参数上的差异:对训练的启示
4区 教育学 Q3 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-11-07 DOI: 10.1177/17479541231211667
Ana Fernández de Ossó, Javier Pecci, Horacio Sánchez-Trigo, Diego Muñoz, Adrián Escudero-Tena, Juan León
Padel is a complex racket sport with a wide variety of technical actions and tactical possibilities. The aim was to compare the duration of the rallies, the number of shots, the shot frequency and the shot frequency between elite and amateur padel players of different genders, which is necessary to guide the training process. The results show that the duration of the rally is longer in elite padel than in amateur padel, both in men ( p < 0.001) and in women ( p < 0.001). In addition, according to gender, greater in women's padel than in men's padel, both in elite ( p < 0.001) and amateur ( p < 0.001). The number of shots per point is greater in elite padel than in amateur padel, both in men ( p < 0.001) and in women ( p < 0.001). Furthermore, according to gender, greater in women’s padel than in men’s padel in elite padel ( p < 0.001) and no significant differences were found in amateur padel ( p = 0.800). The shot frequency is longer in elite padel ( X̅: 0.87) than amateur padel ( X̅: 0.82) and in men padel ( X̅: 0.86) than women padel ( X̅: 0.82), although no significant differences were found. Finally, the player on the right tends to hits the ball less than the player on the left (except women elite players). These results are highly relevant for coaches, as they allow them to guide training processes and quantify the specific workloads of the match based on the gender and level of the players.
球拍是一项复杂的球拍运动,具有各种各样的技术动作和战术可能性。目的是比较不同性别的精英选手和业余选手的击球时间、击球次数、击球频率和击球频率,为指导训练过程提供必要的依据。结果表明,精英组的拉力赛持续时间比业余组长,在男子中也是如此(p <0.001)和女性(p <0.001)。此外,从性别上看,在精英群体中,女性群体比男性群体(p <0.001)和业余爱好者(p <0.001)。精英组每一杆的击球次数要多于业余组,男性也是如此(p <0.001)和女性(p <0.001)。此外,按性别划分,精英组中,女性组大于男性组(p <0.001),业余组无显著差异(p = 0.800)。精英组(X′′:0.87)比业余组(X′′:0.82)长,男子组(X′′:0.86)比女子组(X′′:0.82)长,但差异不显著。最后,右边的球员往往比左边的球员更少击球(除了女性精英球员)。这些结果与教练高度相关,因为他们可以指导训练过程,并根据球员的性别和水平量化比赛的具体工作量。
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引用次数: 0
Barriers to coach decision-making during Australian football matches and how it can be supported by artificial intelligence 澳大利亚足球比赛中教练决策的障碍,以及人工智能如何支持
4区 教育学 Q3 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-11-05 DOI: 10.1177/17479541231206682
Mitchell F Aarons, Will Vickery, Lyndell Bruce, Chris M Young, Dan B Dwyer
Elite sport coaches are often expected to make high-stakes decisions in time-constrained environments, such as during matches. The quality or efficiency of these decisions is bound by context-specific constraints on their decision-making. Artificial intelligence-based tools could alleviate some of these constraints. In Australian football, it is not yet known what these context-specific constraints are, nor is there any understanding of the thoughts and perception of elite Australian football coaches towards the use of artificial intelligence to support their decision-making. This study is the first to explore these issues in the context of elite Australian football and aims to inform the effective design and integration of tools to support the in-match decision-making of coaches in a manner that is welcomed by coaches. Using semi-structured interviews with elite Australian football coaches ( n = 6) and reflexive thematic analysis, two domains were explored: ‘barriers to decision-making’ and ‘thoughts and perceptions of a decision support system (DSS)’. Coaches discussed seven ‘cognitive’ and ‘environmental’ barriers, some of which may be addressed using artificial intelligence. Meanwhile, four themes were generated for the second domain, namely ‘willingness to adopt’, ‘expectation’, ‘concern and criticism’, and ‘DSS role’. The findings enable practitioners to design tools that are intended to address some of these barriers, while also providing insights into important considerations for the implementation and design of these tools that may increase the likelihood of achieving the endorsement of elite coaches and their support staff.
优秀的体育教练经常被期望在时间有限的环境下做出高风险的决定,比如在比赛期间。这些决策的质量或效率受到其决策的特定环境约束的约束。基于人工智能的工具可以缓解其中的一些限制。在澳大利亚足球中,目前还不知道这些特定于环境的限制是什么,也不了解澳大利亚精英足球教练对使用人工智能来支持他们的决策的想法和看法。这项研究是第一次在澳大利亚精英足球的背景下探讨这些问题,旨在为有效设计和整合工具提供信息,以一种受到教练欢迎的方式支持教练的比赛决策。通过对澳大利亚精英足球教练(n = 6)的半结构化访谈和反思性主题分析,研究人员探索了两个领域:“决策障碍”和“决策支持系统(DSS)的想法和看法”。教练们讨论了七个“认知”和“环境”障碍,其中一些可以通过人工智能来解决。同时,第二个领域产生了四个主题,即“接受意愿”、“期望”、“关注和批评”和“决策支持角色”。这些发现使从业者能够设计出旨在解决这些障碍的工具,同时也为这些工具的实施和设计提供了重要的考虑因素,这些工具可能会增加获得精英教练及其支持人员认可的可能性。
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引用次数: 0
Creating a shared mental model of performance: Coaches’ perspectives of key position-specific soccer actions 建立一个共同的表现心理模型:教练对关键位置特定足球动作的看法
4区 教育学 Q3 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-10-30 DOI: 10.1177/17479541231205473
Sam Barraclough, David Piggott, Kevin Till, Adam Kerr, Stacey Emmonds
Important decisions surrounding talent identification (TID), talent development (TD) and (de)selection within elite youth soccer are often grounded in the subjective opinions of coaches. These opinions often stem from coaches’ observations of player performance, which have been shown to be susceptible to several biases. Additionally, previous research has failed to establish specific criteria on which such opinions are based, aside from a coach's own intuition and practical experience. This study aimed to create a communal language and aligned criteria for the specific purpose of evaluating players’ performances. Semi-structured interviews were undertaken with nine experienced coaches (13.6 ± 10.8 years) from a professional UK soccer academy to identify coaches’ perceptions of key position-specific soccer actions, performed during differing moments of the game, for evaluating individual match performance. Thematic analysis of the interview data permitted the extraction of several themes , posited to encompass the position-specific soccer actions highlighted by the coaches. Themes for outfield positions included attacking skills; defending skills; movements to receive, create or exploit space; receiving and releasing skills; support play; end product; press, recover to the ball, man or space; and tactical understanding. Goalkeeper themes included tactical understanding, positioning relative to the ball, danger, teammates and opponents, play forward, support play, choice of action and range of distribution. This study highlights an applied approach of creating a shared mental model for appraising player performances, which can facilitate discussion and knowledge exchange between coaches and practitioners, with the intention of improving decision-making around TID, TD and (de)selection decisions.
在精英青少年足球中,围绕人才识别(TID)、人才发展(TD)和(de)选择的重要决策往往基于教练的主观意见。这些观点通常源于教练对球员表现的观察,而这些观察已经被证明容易受到一些偏见的影响。此外,除了教练自己的直觉和实践经验之外,之前的研究并没有建立具体的标准来支持这些观点。这项研究旨在创造一种共同的语言和统一的标准,以评估球员的表现。对来自英国专业足球学院的9位经验丰富的教练(13.6±10.8年)进行了半结构化访谈,以确定教练在比赛不同时刻进行的关键位置特定足球动作的感知,以评估个人比赛表现。对访谈数据的专题分析允许提取几个主题,假设包含教练强调的特定位置的足球动作。外场位置的主题包括进攻技巧;维护技能;获得、创造或利用空间的动作;接收和释放技能;支持播放;最终产品;紧逼,回球,人或空间;战术上的理解。守门员的主题包括战术理解,相对于球的位置,危险,队友和对手,向前打法,支持打法,行动选择和分配范围。本研究强调了一种应用方法,即创建一个共享的心理模型来评估球员的表现,这可以促进教练和从业者之间的讨论和知识交流,旨在改善围绕TID, TD和(de)选择决策的决策。
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International Journal of Sports Science & Coaching
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