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The looming threat of digital determinism and discrimination: Commentary on “The feudal glove of talent-selection decisions in sport – Strengthening the link between subjective and objective assessments” by Bar-Eli et al. (2023) 迫在眉睫的数字决定论和歧视威胁:对 Bar-Eli 等人撰写的 "体育人才选拔决策的封建手套--加强主观评估与客观评估之间的联系 "的评论(2023 年)
Pub Date : 2023-11-02 DOI: 10.1016/j.ajsep.2023.10.002
Elia Morgulev

Recent technological developments, such as automatic broadcasting systems and computer vision, are enabling cost-effective data gathering, bringing big data analytics to youth sports. In a recent insightful article, Bar-Eli et al. (2023) discussed among other issues the subjective and objective talent selection approaches, advocating for the use of big data analytics to harness the benefits of both methods. My aim in this commentary is to complement that big data predictive tools also were found to be vulnerable to biases that render their decisions unfair. Therefore, artificial intelligence in the domain of youth talent identification should be approached with caution and in-depth consideration of ethical issues needs to be undertaken before these predictive tools can be widely adopted.

最近的技术发展,如自动广播系统和计算机视觉,正在实现具有成本效益的数据收集,从而将大数据分析引入青少年体育。Bar-Eli 等人(2023 年)在最近一篇颇有见地的文章中讨论了主观和客观的人才选拔方法等问题,主张使用大数据分析来利用这两种方法的优势。我在这篇评论中的目的是补充一点,即大数据预测工具也容易受到偏见的影响,从而使其决策不公平。因此,应谨慎对待青年人才识别领域的人工智能,在广泛采用这些预测工具之前,需要深入考虑伦理问题。
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引用次数: 0
Living your best life: The mindful pursuit of student-athlete thriving 过最好的生活用心追求学生运动员的茁壮成长
Pub Date : 2023-09-29 DOI: 10.1016/j.ajsep.2023.09.004
Andrew Augustus, Sam Zizzi, Dana Voelker, Blake Costalupes

Thriving, or the concurrent experience of healthy well-being and high-level performance, may serve as a valuable construct when studying the optimal student-athlete experience. Mindfulness-based interventions (MBIs) have been shown to positively impact well-being and performance, yet these interventions rarely use thriving as an outcome variable with athletes. The purpose of the present study began to examine the impact of an MBI for improving student-athlete experiences of thriving via a quasi-experimental longitudinal design. College athletes from the United States (n = 55) from three sports were randomly assigned to either a control or a 7-session MBI. While comprehensive measures of thriving did not yield significant change for those in the MBI relative to the control, multiple thriving characteristics and outcomes were improved after the intervention compared to the control group. MBI participants reported significant improvement for subjective performance satisfaction, mindful awareness, and the use of mindfulness to regulate emotions. Exploratory analysis revealed those in the MBI, relative to the control, experienced improvements of optimism and a sense of meaning and purpose. Student-athletes qualitatively reported sport and life benefits related to thriving (e.g., self-regulation, focus, awareness, vitality, intentional actions) while also suggesting improving MBIs with systematic reminders to meditate, more meditation opportunities within the sport environment, and autonomy-supportive instruction. These preliminary data support the use of MBIs to facilitate characteristics and outcomes of thriving, while also offering suggestions for practical improvements when implementing MBIs with student-athletes.

茁壮成长,或者说健康的幸福感和高水平的表现同时出现的体验,可以作为研究最佳学生运动员体验时的一个有价值的概念。以正念为基础的干预(MBIs)已被证明能对幸福感和表现产生积极影响,但这些干预很少将运动员的茁壮成长作为结果变量。本研究的目的是通过准实验纵向设计,研究 MBI 对改善学生运动员欣欣向荣体验的影响。来自美国的大学运动员(n = 55)被随机分配到三个运动项目中的一个对照组或一个为期 7 个课时的 MBI 组。虽然与对照组相比,MBI 组的综合茁壮成长测量结果没有显著变化,但与对照组相比,干预后的多个茁壮成长特征和结果都有所改善。MBI参与者在主观表现满意度、正念意识和使用正念调节情绪方面均有明显改善。探索性分析显示,与对照组相比,参与 MBI 的学生在乐观情绪、意义感和目的感方面都有所改善。学生运动员定性地报告了与茁壮成长相关的运动和生活益处(如自我调节、专注、意识、活力、有意识的行动),同时还建议通过系统地提醒冥想、在运动环境中提供更多冥想机会以及自主支持性指导来改善 MBI。这些初步数据支持使用 MBI 来促进茁壮成长的特征和结果,同时也为在学生运动员中实施 MBI 提出了切实可行的改进建议。
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引用次数: 0
The feudal glove of talent-selection decisions in sport –Strengthening the link between subjective and objective assessments 体育人才选拔决策的封建手套 - 加强主观评价与客观评价之间的联系
Pub Date : 2023-09-22 DOI: 10.1016/j.ajsep.2023.09.003
Michael Bar-Eli , Ronnie Lidor , Franziska Lath , Jörg Schorer

When making talent-selection decisions in sport, coaches, scouts, program directors, and policymakers typically adopt two approaches: The subjective approach, also known as the coach's eye, where these professionals select or de-select athletes based on their personal observations and impressions; and the objective approach, where they apply a multi-faceted formula for awarding scores to the athletes' motor skills (such as agility and coordination) and psychological capabilities (such as leadership and motivation) – as a mean for predicting their future success. These two approaches are often perceived as complementary in the strive to reach optimal selection decisions in sport. In this conceptualized article, we examine challenges associated with such talent-selection decisions, and address the coach's eye as an example of a subjective assessment approach. We also address the concept of fast and frugal heuristics for making selection decisions in sport, while elaborating on bounded rationality and the human machine paradigm. Finally, in addition to discussing certain "built-in" limitations in sport-selection decisions, based on judgment and decision-making models, we provide a rationale for adding the big-data approach, as a mean for enhancing links between the subjective and objective assessments currently used in talent-selection decisions in sport.

在做出体育人才选拔决定时,教练、球探、项目主管和政策制定者通常会采用两种方法:一种是主观方法,也称为 "教练之眼",即这些专业人员根据个人的观察和印象来选择或淘汰运动员;另一种是客观方法,即他们采用一种多方面的公式,对运动员的运动技能(如敏捷性和协调性)和心理能力(如领导力和积极性)进行评分,以此作为预测运动员未来成功的一种手段。在体育运动中,这两种方法通常被认为是相辅相成的,有助于做出最佳的选拔决定。在这篇概念化的文章中,我们探讨了与此类人才选拔决策相关的挑战,并将教练的眼光作为主观评估方法的一个实例。我们还讨论了在体育运动中做出选拔决策的快速和节俭启发式方法的概念,同时阐述了有界理性和人机范式。最后,除了讨论基于判断和决策模型的体育选拔决策中的某些 "内在 "局限性之外,我们还提出了增加大数据方法的理由,以此来加强目前在体育人才选拔决策中使用的主观和客观评估之间的联系。
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引用次数: 0
Relationship between self-determination theory and flow in the domain of sports and academics among student-athletes 自我决定理论与学生运动员运动与学术领域心流的关系
Pub Date : 2023-09-01 DOI: 10.1016/j.ajsep.2023.08.003
Chee Keng John Wang, Paul Andrew Gadon Demerin

The purposes of the present study were to examine the domain specificity of flow and its relationships with different motivation regulations in sport and academic. The sample consisted of 224 competitive student-athletes (126 males, 97 females, 1 missing) from Singapore universities with mean age of 22.73 years (SD = 2.76). Data was collected through a self-reported questionnaire to assess seven motivation types in Self-Determination Theory (SDT) and flow disposition in sport and academic domains. Findings revealed that there is a positive link between flow in sport and in academic at a cross-domain level. In addition, male student-athletes reported higher flow tendencies in both sports and academics. Male student-athletes in individual sport reported higher intrinsic motivation (IM) to accomplish and flow tendencies than male in team sport, but female student-athletes in team sport reported higher IM to accomplish and flow tendencies to accomplish than individual sport. IM to experience stimulation positively predicted flow in sport, while in academic domain, IM to know and identified regulation are positive predictors of flow. The findings of this study showed that IM to experience stimulation in sport and academic domains could positively predict flow.

本研究旨在探讨运动和学术运动中心流的领域特异性及其与不同动机调节的关系。样本包括224名来自新加坡大学的学生竞技运动员(男126人,女97人,缺1人),平均年龄22.73岁(SD = 2.76)。本研究采用自填问卷的方式收集数据,以评估自我决定理论(SDT)的七种动机类型以及运动和学术领域的心流倾向。研究结果显示,在跨领域水平上,运动中的心流与学术中的心流之间存在正相关。此外,男性学生运动员在体育和学术方面都有更高的心流倾向。在个人项目中,男性学生运动员的内在完成动机和流动倾向高于男性,而在团队项目中,女性学生运动员的内在完成动机和流动倾向高于个人项目。在运动中,体验刺激的IM对流有正向预测作用,而在学术领域,认知和识别调节的IM对流有正向预测作用。本研究结果表明,在运动和学术领域体验刺激的IM可以正向预测心流。
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引用次数: 0
Social comparison in physical education: Impact of frames of reference, motives to compare, and self-determined motivation 体育教育中的社会比较:参照框架、比较动机和自我决定动机的影响
Pub Date : 2023-09-01 DOI: 10.1016/j.ajsep.2023.06.001
Christopher M. Spray , Evelia Franco , Jemima S. Barnes

Physical education (PE) provides an important achievement setting for researchers to investigate social comparison processes, however, our understanding of how these processes function, and their consequences, remains limited in this setting. The present study aimed to determine the role of two frames of reference (the class and a chosen individual), motives for comparison, and motivational regulations in predicting physical self-concept (PSC), self-efficacy, and positive/negative affect in PE. Four hundred and ninety-one adolescents (Mage = 14.75, SD = 0.90 years, nested within 28 PE classes and nine teachers) completed a multi-section inventory assessing the key constructs. Multilevel modeling analysis showed that students’ perceptions of ability compared to the class as a whole were pertinent in determining all outcomes whereas comparisons with an individual were less influential. As for the effects of motives for comparison, both self-efficacy and positive affect were positively predicted by self-evaluation and self-improvement. In terms of motivational regulations, findings suggested that more autonomous forms of motivation positively predicted PSC, self-efficacy and positive affect, and were inversely related with negative affect. The results also endorsed the utility of studying intrapersonal moderators of social comparisons in PE, and provide important implications for professional practice.

体育教育为研究者研究社会比较过程提供了一个重要的成就设置,然而,我们对这些过程如何运作及其后果的理解在这个设置中仍然有限。本研究旨在确定两个参考框架(班级和被选个体)、比较动机和动机调节在预测体育运动中身体自我概念(PSC)、自我效能和积极/消极影响中的作用。491名青少年(Mage = 14.75, SD = 0.90岁,分布在28个体育课和9名教师中)完成了一份多部分问卷,评估了关键构式。多层模型分析表明,学生对整个班级的能力的看法与决定所有结果有关,而与个人的比较则影响较小。在比较动机的影响方面,自我评价和自我完善对自我效能感和积极情感都有正向预测作用。在动机调节方面,研究结果表明,更自主的动机形式正向预测PSC、自我效能和积极情感,与消极情感呈负相关。研究结果也支持了研究体育社会比较的个人调节因子的实用性,并为专业实践提供了重要的启示。
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引用次数: 0
Commitment in sport: Motivational climate, need satisfaction/thwarting and behavioural outcomes 运动中的承诺:激励气氛、需求满足/挫败和行为结果
Pub Date : 2023-09-01 DOI: 10.1016/j.ajsep.2023.03.004
Ken Hodge , Graig M. Chow , Matteo Luzzeri , Tara Scanlan , Larry Scanlan

We examined whether motivational climate (autonomy-supportive coach climate; controlling coach climate) and basic psychological need satisfaction/thwarting (i.e., autonomy, competence, relatedness) were related to sport commitment (enthusiastic and constrained commitment) and self-reported behavioural outcomes (i.e., behavioural effort; intention to continue) in sport. Participants were 229 young adult athletes from a range of sports (M age = 19.70 years; SD = 1.51 yrs) who had participated in their sport for an average of 10.1 years (SD = 4.03 yrs). Path analyses revealed positive associations amongst autonomy-supportive climate, need satisfaction, enthusiastic commitment, and self-reported behavioural outcomes. Similarly, positive links were found amongst controlling climate, need thwarting, constrained commitment, and, to a lesser extent, behavioural outcomes. We also examined mediation effects: (a) the relationship between need satisfaction and behavioural effort was partially mediated by enthusiastic commitment; (b) the relationship between need satisfaction and future intentions was fully mediated by enthusiastic commitment; while (c) no significant mediation effects were found for need thwarting, commitment dimensions, and behavioural outcomes. Our results highlighted the role of enthusiastic commitment as an important psychological construct mediating the relationship between athlete need satisfaction and behavioural outcomes. We extended previous research examining sport commitment by integrating the multidimensional Sport Commitment Model (enthusiastic and constrained commitment) with need satisfaction and need thwarting in an effort to investigate self-reported behavioural outcomes in sport. Future research employing longitudinal research designs is needed to examine these relationships over time and with behavioural measures of effort, intention to continue, and actual persistence.

我们考察了动机气候(自主支持教练气候;基本心理需求满足/挫败(即自主性、能力、亲缘性)与运动承诺(热情承诺和约束承诺)和自我报告的行为结果(即行为努力;继续运动的意图。参与者为229名来自不同运动项目的年轻成年运动员(M年龄 = 19.70岁;SD = 1.51岁),平均参加运动10.1年(SD = 4.03岁)。通径分析显示自主支持氛围、需求满足、热情承诺和自我报告行为结果之间存在正相关。同样,在控制气候、需求挫败、约束承诺以及(在较小程度上)行为结果之间发现了正相关。我们还研究了中介效应:(a)需求满足和行为努力之间的关系被热情承诺部分中介;(b)需求满足与未来意向之间的关系被热情承诺完全中介;而(c)在需求阻碍、承诺维度和行为结果方面没有发现显著的中介效应。我们的研究结果强调了热情承诺作为一个重要的心理结构的作用,调解运动员需求满意度和行为结果之间的关系。我们通过将多维体育承诺模型(热情承诺和约束承诺)与需求满足和需求挫败相结合,扩展了之前对体育承诺的研究,以调查自我报告的体育行为结果。未来的研究需要采用纵向研究设计来检验这些关系随着时间的推移,以及努力、继续的意图和实际坚持的行为测量。
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引用次数: 0
Work climate, motivation, emotional exhaustion, and continuance intention in sport volunteers: A two-wave prospective survey 运动志工之工作氛围、动机、情绪耗竭与继续意向:一项两波前瞻性调查
Pub Date : 2023-09-01 DOI: 10.1016/j.ajsep.2023.08.004
Chunxiao Li , Xinzhi Hu , Yandan Wu , Ying Hwa Kee , Heetae Cho

Retaining volunteers is critical for sport and social development. This two-wave prospective survey was conducted to examine the relationship between sport volunteers’ work climate, motivation, emotional exhaustion (core burnout dimension), and continuance intention to volunteer for sporting events. Volunteers (n = 160) completed a survey measuring work climate and motivation at baseline (T1), and another survey measuring emotional exhaustion and continuance intention at follow-up with one-month interval (T2). Results of path analysis showed that T1 work climate was a significant positive predictor of T1 autonomous motivation and a negative one of T1 controlled motivation. T1 controlled motivation significantly and positively predicted T2 emotional exhaustion, but T1 autonomous motivation was not a significant predictor of T2 emotional exhaustion. T2 emotional exhaustion was a significant negative predictor of T2 continuance intention. These findings suggest the need to decrease volunteers’ controlled motivation and emotional exhaustion for volunteer retention.

留住志愿者对体育和社会发展至关重要。本研究旨在探讨体育志愿者的工作氛围、工作动机、情绪耗竭(核心倦怠维度)与体育项目志愿者继续意愿之间的关系。160名志愿者分别在基线时(T1)和随访时(T2)分别完成了工作氛围和工作动机的测量和情绪耗竭和继续工作意愿的测量。通径分析结果表明,T1工作氛围对T1自主动机有显著的正向影响,对T1控制动机有显著的负向影响。T1控制动机显著正向预测T2情绪耗竭,而T1自主动机不显著预测T2情绪耗竭。T2情绪耗竭是T2延续意愿的显著负向预测因子。这些研究结果表明,需要减少志愿者的控制动机和情绪耗竭,以保持志愿者的保留。
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引用次数: 0
Psychometric properties of the controlling coach behaviors scale for Japanese athletes 日本运动员控制性教练员行为量表的心理测量特征
Pub Date : 2023-09-01 DOI: 10.1016/j.ajsep.2023.07.001
Hiroshi Matsumoto , Kunio Kono , Takayuki Shibukura , Kimberley J. Bartholomew

Two studies examined the validity and reliability of the Japanese version of the Controlling Coach Behaviors Scale (CCBS). The CCBS is a multidimensional self-report measure designed to evaluate sports coaches’ controlling interpersonal style from the perspective of self-determination theory (SDT). It comprises 15 items measuring the controlling use of rewards, negative conditional regard, intimidation, and excessive personal control on a seven-point Likert scale. The study 1 sample comprised 526 university student-athletes (Mage = 19.59 years, SD = ±0.94, 364 females) who completed the Japanese CCBS, which was developed through back-translation. Confirmatory factor analyses provided support for the tenability of the hypothesized factor structure of the Japanese CCBS (CFI=.927; NNFI=.909; RMSEA=.079). Moreover, the results supported the invariance of the scale across sex, sport types, and competitive levels. The subscale internal consistency and discriminant validity scores were all acceptable. Test-retest reliability evidence was obtained in Study 2 (N=108), suggesting a positive and significant intraclass correlation between the pre-test and the post-test CCBS (ICC range: .65–.87). These findings support the Japanese CCBS as a valid and reliable measure for use in research which will enhance our understanding of coaches’ controlling interpersonal styles in sports.

两项研究检验了日本版控制教练行为量表(CCBS)的效度和信度。CCBS是一种多维度的自我报告量表,旨在从自我决定理论(SDT)的视角来评估体育教练员控制人际风格的能力。它包括15个项目,以7分李克特量表衡量奖励的控制性使用,消极的条件关注,恐吓和过度的个人控制。研究1样本包括526名大学生运动员(年龄= 19.59岁,SD =±0.94,其中364名女性),他们完成了通过反翻译开发的日语CCBS。验证性因子分析为假设的日本CCBS因子结构的可行性提供了支持(CFI=.927;NNFI = .909;RMSEA = .079)。此外,研究结果支持了量表在性别、运动类型和竞技水平上的不变性。子量表内部一致性和判别效度得分均可接受。在研究2中获得了重测信度证据(N=108),表明测试前和测试后CCBS之间存在显著的正相关(ICC范围:0.65 - 0.87)。这些发现支持日本CCBS作为一种有效和可靠的测量方法用于研究,这将增强我们对体育运动中教练控制人际风格的理解。
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引用次数: 0
Associations between meeting 24-hour movement guidelines and mental well-being among Chinese adolescents in high-density cities 高密度城市青少年24小时运动指南与心理健康的关系
Pub Date : 2023-09-01 DOI: 10.1016/j.ajsep.2023.09.002
Zipeng He , Ru Zhang , Chen Chen , Rongfeng Pan , Chun-Qing Zhang

Adolescents living in high-density cities may face a unique set of mental health challenges due to exposure to environmental stressors and academic pressure from competition for limited educational opportunities. It is still unclear towards the integrated effects of sufficient physical activity, reduced recreational screen time and adequate sleep duration on improving mental health and well-being among adolescents living in high-density cities. The present study aimed to investigate the associations between meeting 24-h movement guidelines and mental well-being in Chinese adolescents living in high-density cities. A total of 816 Chinese adolescents (Mage = 14.77 years, SD = 0.81) completed a self-administrated questionnaire comprising 24-h movement behaviors, mental well-being, and covariates. Linear mixed-effects models were used to for data analyses. Findings of the current study indicated that there was a positive association between the number of guidelines being met and mental well-being in adolescents after adjusting for covariates. Compared to not meeting any guidelines, adolescents who met the sleep and physical activity guidelines, or the physical activity and screen time guidelines, or all the three guidelines had a positive association with adolescent mental well-being. Our findings enhance our understanding of the relationship between compliance with 24-h movement guidelines and mental well-being among adolescents living in high-density cities.

生活在人口密集城市的青少年可能面临一系列独特的心理健康挑战,因为他们面临环境压力和有限的教育机会竞争带来的学业压力。对于生活在高密度城市的青少年,充分的身体活动、减少娱乐屏幕时间和充足的睡眠时间对改善心理健康和福祉的综合影响尚不清楚。本研究旨在探讨高密度城市青少年符合24小时运动指南与心理健康的关系。共有816名中国青少年(年龄= 14.77岁,SD = 0.81)完成了一份包括24小时运动行为、心理健康和协变量的自我管理问卷。采用线性混合效应模型进行数据分析。本研究的结果表明,在调整协变量后,满足指南的数量与青少年的心理健康之间存在正相关。与不符合任何指导方针的青少年相比,符合睡眠和身体活动指导方针,或身体活动和屏幕时间指导方针,或所有三项指导方针的青少年与青少年心理健康呈正相关。我们的研究结果增强了我们对高密度城市青少年遵守24小时运动指南与心理健康之间关系的理解。
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引用次数: 0
Motivational processes in sport, exercise and physical activity 特刊主题:运动、锻炼和身体活动中的激励过程
Pub Date : 2023-09-01 DOI: 10.1016/j.ajsep.2023.10.001
C.K. John Wang , Christopher M. Spray , Victoria E. Warburton
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引用次数: 0
期刊
Asian Journal of Sport and Exercise Psychology
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