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Thinking While Playing: Exploring Cognitive Load and Passing Accuracy in Football Training. 边踢边想:探讨足球训练中的认知负荷与传球准确性。
IF 1.6 Pub Date : 2026-09-01 Epub Date: 2025-12-15 DOI: 10.1080/02701367.2025.2596192
Pedro Henrique de Almeida Oliveira, Sarah da Glória Teles Bredt, Guilherme de Oliveira Santos Silva, Gibson Moreira Praça

The present study compared pass decision-making performance among young football players exposed to small-sided games with manipulated cognitive load following a training session. Twenty-four U-14 athletes participated in four experimental conditions: a control protocol (CON) and three small-sided game protocols involving dual tasks that required counting passes (T1, T2, and T3). Cognitive load was progressively increased by requiring players to memorize more items (i.e. sectors used to divide the number of passes) from T1 to T3. The pass decision-making index was used as the dependent variable, and the pass-counting error rate served as a manipulation check. Generalized Estimating Equations were used to analyze decision-making performance, and parameter estimates were applied to examine pairwise differences. No main effects of time or experimental condition were observed. However, a significant time-by-condition interaction emerged (p = .007), with posttest decision-making performance in T3 being lower than in the control condition (a 15% decrease in accuracy). No differences were found between the control and either T1 or T2. These findings suggest that the pass decision-making performance is impaired under high cognitive load. In contrast, introducing up to two additional pieces of information does not hinder performance, supporting its application as a training strategy for players in this age group and skill level.

本研究比较了年轻足球运动员在训练后接受控制认知负荷的小面比赛中的传球决策表现。24名U-14运动员参加了四种实验条件:一种控制协议(CON)和三种涉及双重任务的小边游戏协议,需要计数传球(T1, T2和T3)。通过要求玩家记忆更多从T1到T3的项目(游戏邦注:即用于划分通过次数的区域),认知负荷会逐渐增加。通过决策指标作为因变量,通过计数错误率作为操纵检查。采用广义估计方程分析决策绩效,采用参数估计检验两两差异。没有观察到时间和实验条件的主要影响。然而,出现了显著的时间-条件相互作用(p =。007), T3组的测试后决策表现低于对照组(准确性降低15%)。对照组与T1或T2均无差异。研究结果表明,在高认知负荷下,学生的传球决策能力受到损害。相比之下,引入多达两条额外的信息并不会影响表现,支持将其作为训练策略应用于这个年龄段和技术水平的球员。
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引用次数: 0
Perceptual Well-Being and Sleep Patterns Are Negatively Impacted Surrounding Games Irrespective of Schedule Among Elite Basketball Referees: An Exploratory, Observational Study. 知觉幸福感和睡眠模式的负面影响周围的比赛,无论时间表精英篮球裁判:一项探索性的观察研究。
IF 1.6 Pub Date : 2026-09-01 Epub Date: 2026-02-20 DOI: 10.1080/02701367.2025.2608366
Nathan Elsworthy, Anthony Leicht, Joshua H Guy, Alejandro Vaquera, Aaron T Scanlan

Evaluate changes in well-being and sleep surrounding regular and condensed game schedules among elite basketball referees. Eleven referees officiating in the Australian Women's National Basketball League competition completed a daily questionnaire to quantify well-being (sleep quality, mood, stress fatigue, muscle soreness, and total well-being z-score) and sleep patterns (bedtime, waketime, and time in bed) from the previous night throughout the 2020 season. Linear mixed models and Hedges gav were used to assess differences in well-being and sleep patterns before and after games during regular (one game), condensed schedules (two game on consecutive days), and compared to baseline (no game). During regular schedules, greater fatigue (P = .010, small) and poorer well-being z-score (P = .047, small) were observed on post-game mornings compared to pre-game mornings. Moreover, pre-game bedtime was earlier compared to baseline (P = .019, small), and post-game (P <.001, moderate) nights. During condensed schedules, fatigue was improved on mornings before the first game (pre-game1) compared to baseline days (P = .029, moderate) but worsened on mornings following the second game (post-game2) than pre-game1 (P < .001, large) and on post-game2 than baseline days (P = .020, moderate). Well-being z-score was reduced on post-game2 compared to pre-game1 (P = .040, moderate). Referees experienced poorer well-being and greater fatigue on mornings following games, with increases in fatigue accentuated during condensed schedules. Sleep patterns were subtly impacted during regular schedules only. Adequate recovery strategies and sleep opportunities should be planned for referees surrounding games to maintain their well-being.

评估精英篮球裁判在常规和紧凑比赛日程安排下的幸福感和睡眠变化。在澳大利亚女子国家篮球联赛的比赛中,11名裁判完成了一份每日问卷,以量化2020赛季前一晚的幸福感(睡眠质量、情绪、压力疲劳、肌肉酸痛和总幸福感z得分)和睡眠模式(就床时间、清醒时间和上床时间)。使用线性混合模型和对冲模型来评估在常规(一场比赛),紧凑时间表(连续两天两场比赛)以及与基线(无比赛)比赛前后幸福感和睡眠模式的差异。在常规安排下,与赛前早晨相比,赛后早晨观察到更大的疲劳(P = 0.010,小)和更差的幸福感z得分(P = 0.047,小)。此外,与基线相比,游戏前就寝时间更早(P = 0.019,小),游戏后就寝时间更早(P = 0.019,小)
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引用次数: 0
Pupils' Whole-School Physical Activity Behavior Reconsidered: A Descriptive Case-Study of Real-World Practices. 学生全校体育活动行为的再思考:一个真实世界实践的描述性个案研究。
IF 1.6 Pub Date : 2026-09-01 Epub Date: 2026-01-14 DOI: 10.1080/02701367.2025.2599881
Jan-Michael Johansen, Mathias Brekke Mandelid, Michael Reinboth, Geir Kåre Resaland, Solfrid Bratland-Sanda

Examples of sustained whole-school approaches (WSA) to physical activity (PA) from real-world school practice can broaden our understanding of how much in-school PA can be expected in such approaches. This study aimed to describe PA opportunities provided within a WSA, and the correspondent PA behavior in pupils. Pupils from 2nd, 7th, and 9th grade (n = 57, 47.7% girls) from two case schools with an embedded WSA were recruited. Schools were located in the southeastern part of Norway. Pupils wore waist-worn accelerometers for 10 consecutive school days. Weekly schedules and descriptive field notes was used to describe PA opportunities, and conversations with teachers ensured valid data. Various PA opportunities were conducted daily. Organized PA was conducted in recess every day, physical education was led by qualified teachers in 1-2 lessons pr. week, and physically active learning was used as a teaching method 3-6 times pr. week. On average, 23.4 ± 9.7 min of school days was spent in moderate-to-vigorous intensity PA (MVPA), with differences among classes (26.2 ± 6.7, 31.5 ± 10.7, and 17.5 ± 6.6 min in 2nd, 7th, and 9th grade, respectively). On average, 22.8% of pupils reached 30 minutes of daily in-school MVPA. Case schools had seven years of experience in conducting a WSA with several PA opportunities. Despite this extensive work, only ⁓23% of pupils reached recommended amounts of in-school MVPA. This descriptive case study provides a reality check on WSA in school and its impact on children's MVPA behavior, and revealing what they look like in practice, not only in theory.

来自现实世界学校实践的持续全校方法(WSA)对体育活动(PA)的例子可以拓宽我们对这种方法中可以期望多少校内PA的理解。本研究旨在描述在WSA中提供的PA机会,以及学生相应的PA行为。本研究招募了来自两所嵌入式WSA学校的二年级、七年级和九年级学生(n = 57,其中47.7%为女生)。学校位于挪威的东南部。学生们连续10天都在腰上佩戴加速度计。每周时间表和描述性现场笔记用于描述PA机会,与教师的对话确保了有效的数据。每天都有各种PA机会。每天课间进行有组织的PA,每周1-2节由有资质的教师带领体育课,每周3-6次采用身体主动学习作为教学方法。平均23.4±9.7 min的学习时间花在中高强度PA (MVPA)上,班级间差异为(二、七、九年级分别为26.2±6.7、31.5±10.7和17.5±6.6 min)。平均而言,22.8%的学生每天达到30分钟的校内MVPA。Case学校有7年的WSA经验,并有几个PA机会。尽管进行了大量的工作,但只有⁓23%的学生达到了学校MVPA的推荐量。这个描述性的案例研究提供了对学校中WSA及其对儿童MVPA行为的影响的现实检查,并揭示了他们在实践中的样子,而不仅仅是在理论上。
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引用次数: 0
An Integrated Analysis of Environmental, Team, and Parental Relations on Psychosocial Skills Development and Their Association With the Mental Health of Adolescent Athletes. 环境、团队和父母关系对青少年运动员心理社会技能发展及其与心理健康关系的综合分析。
IF 1.6 Pub Date : 2026-09-01 Epub Date: 2026-03-25 DOI: 10.1080/02701367.2026.2624723
Willen Remon Tozetto, Claudio Olivio Vilela Lima, Natalie Durand-Bush, Michel Milistetd

The development of psychosocial skills in youth athletes is related to multiple sports' subsystems, including parental, team, and environmental factors. These subsystems shape athletes' ability to acquire life skills, cope with stress, and build resilience which influence mental health. Understanding these interactions is essential for designing effective interventions that promote well-being and protect against mental illness. This study examined how subsystems within the youth sport system relate to psychosocial skills and their relation to athletes' mental health. A quantitative, cross-sectional design was employed, and Structural Equation Modeling analyzed pathways. Validated instruments assessed parenting behavior (EMBU-P), coach-athlete relationship (CART-Q), life skills (LSSS), coping (ACSI-28), resilience (SRS), sport well-being (S-MHC), and psychosocial difficulties (SDQ). The sample comprised 312 athletes (13.9 ± 1.9 years) from two Brazilian regions, one from a nationally renowned club and another from a microregion. Athletes from the microregion reported lower levels of life skills, but higher levels of psychological resilience and greater psychosocial difficulties. The coach-athlete relationship played an essential role in fostering life skills and sport well-being. Parenting behavior was positively associated with life skills and coping skills and negatively related to psychosocial difficulties. Life skills, coping skills and psychological resilience were positively associated with sport well-being, reinforcing their role in psychosocial adaptation. Psychological resilience was the only skill linked to reducing psychosocial difficulties. The findings highlight the distinct, positive roles of the coach-athlete relationship and parenting behavior in fostering psychosocial skills, while underscoring the complex (something opposing) influence of the region and type of sport on specific skills.

青少年运动员心理社会技能的发展与多个运动子系统有关,包括父母、团队和环境因素。这些子系统塑造了运动员获得生活技能、应对压力和建立影响心理健康的弹性的能力。了解这些相互作用对于设计有效的干预措施以促进福祉和预防精神疾病至关重要。本研究考察了青少年体育系统中的子系统与心理社会技能的关系及其与运动员心理健康的关系。采用定量、横断面设计,结构方程模型分析通路。经过验证的工具评估了父母行为(EMBU-P)、教练-运动员关系(CART-Q)、生活技能(LSSS)、应对(ACSI-28)、恢复力(SRS)、运动幸福感(S-MHC)和心理社会困难(SDQ)。样本包括来自巴西两个地区的312名运动员(13.9±1.9岁),一个来自全国知名俱乐部,另一个来自微地区。来自微区运动员的生活技能水平较低,但心理弹性较高,心理社会困难较大。教练与运动员的关系在培养生活技能和运动幸福感方面发挥了至关重要的作用。父母行为与生活技能和应对技能呈正相关,与心理社会困难呈负相关。生活技能、应对技能和心理弹性与运动幸福感呈正相关,强化了它们在社会心理适应中的作用。心理弹性是唯一与减少社会心理困难有关的技能。研究结果强调了教练与运动员的关系和父母的行为在培养心理社会技能方面的独特的积极作用,同时强调了地区和运动类型对特定技能的复杂(相反的)影响。
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引用次数: 0
Social Network Intervention in Physical Education Classes Through Social Support to Promote Physical Activity and Reduce Screen Time in Adolescents: A Cluster Randomized Controlled Trial. 通过社会支持对体育课的社会网络干预促进青少年体育活动和减少屏幕时间:一项聚类随机对照试验。
IF 1.6 Pub Date : 2026-09-01 Epub Date: 2026-03-25 DOI: 10.1080/02701367.2026.2623652
José Petro-Petro, Carlos Mario Arango-Paternina, Fredy Alonso Patiño-Villada

Physical activity (PA) and screen time (ST) are complex behaviors influenced by social factors such as relationships with family and friends, linked to mechanisms such as social support. This study implemented a segmentation-based social network intervention which is a promising approach to improving health-behaviors in a network. The objective was to determine the effects of a social network intervention through social support from friends and parents on PA and ST among adolescents. A cluster-randomized controlled trial was conducted involving 4 schools, 24 classrooms, with 787 adolescents. A segmentation-based social network intervention was implemented over ten weeks in physical education classes. Two components, ClassI involving friends support and ParentsI involving parents support was included. Follow-up was conducted at week ten post-intervention. A mixed-effects model was used to determine the effectiveness. Network mechanisms of perceived social support from friends most associated with PA and ST were explored. Findings indicated a significant increase of 12.2 daily minutes of PA in the intervention group (95% CI: 1.9 to 22.5, p = .02). Main effects suggest sustainability over time. Social support from friends and parents was significant (p < .001), and homophily was positively associated with PA (p < .05). For ST, a reduction of 56.7 minutes was observed in the intervention group (95% CI: -105.2 to -8.1, p = .02). Main effects indicate that the effectiveness for ST was not sustainable over time. Implementing a social support network intervention from friends and parents within physical education classes is effectively increased daily PA and decreased ST among adolescents.

身体活动(PA)和屏幕时间(ST)是受社会因素(如与家人和朋友的关系)影响的复杂行为,与社会支持等机制有关。本研究实施了一种基于分段的社会网络干预,这是一种有希望改善网络健康行为的方法。目的是通过朋友和父母的社会支持来确定社会网络干预对青少年PA和ST的影响。采用整群随机对照试验,涉及4所学校,24个班级,787名青少年。在为期十周的体育课堂上实施了基于分段的社会网络干预。包括两个组成部分,第一类涉及朋友支持,第一类涉及父母支持。干预后第10周进行随访。使用混合效应模型来确定有效性。本研究还探讨了朋友感知社会支持的网络机制。研究结果显示,干预组每日PA显著增加12.2分钟(95% CI: 1.9 ~ 22.5, p = 0.02)。主要影响表明其可长期持续。来自朋友和父母的社会支持显著(p pp = .02)。主效应表明,对ST的有效性不随时间的推移而持续。在体育课中实施来自朋友和父母的社会支持网络干预有效地增加了青少年的日常PA,降低了sti。
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引用次数: 0
Effectiveness of a Social Cognitive Theory-Guided, Multi-Component mHealth Intervention on Physical Activity Among Young Adults with Overweight or Obesity. 社会认知理论指导下的多组分移动健康干预对超重或肥胖年轻人身体活动的有效性
IF 1.6 Pub Date : 2026-09-01 Epub Date: 2025-12-17 DOI: 10.1080/02701367.2025.2599886
Shanshan Xu, Zhuoyue Guo, Liang Hu

This study examined the effects of a social cognitive theory (SCT)-guided, multi-component mobile health (mHealth) intervention on physical activity (PA), body mass index (BMI), and SCT constructs (exercise self-efficacy, social support, outcome expectations, self-regulation) among young adults with overweight or obesity. Sixty participants were recruited via convenience sampling and randomly allocated to one of four groups: (1) social media-only, (2) fitness application (app)-only, (3) combined social media and fitness app, or (4) control; 56 participants (25 males, 31 females; mean age = 21.52 ± 2.61 years) completed the 6-week intervention. PA, BMI, and SCT constructs were assessed at baseline and post-intervention. A repeated measures ANOVA (or a nonparametric alternative) was performed to examine the main and interaction effects of time and group, and Pearson correlation analysis was conducted to explore associations between changes in SCT variables and changes in PA. The multi-component group combining social media and fitness app interventions demonstrated significantly greater improvements in total PA level and moderate-to-vigorous PA time, as well as a marginally significant increase in exercise self-efficacy compared with the control group. Furthermore, changes in exercise self-efficacy were positively associated with changes in PA variables within the intervention groups. This 6-week intervention provides preliminary evidence supporting the potential effectiveness of a theory-driven, multi-component mHealth approach for enhancing PA among young adults with overweight or obesity. Future studies with longer intervention periods and structured follow-up assessments are warranted to confirm its efficacy and sustainability.

本研究考察了社会认知理论(SCT)指导下的多组分移动健康(mHealth)干预对超重或肥胖年轻人身体活动(PA)、体重指数(BMI)和SCT结构(运动自我效能感、社会支持、结果预期、自我调节)的影响。通过方便抽样招募了60名参与者,并随机分配到以下四组:(1)仅使用社交媒体,(2)仅使用健身应用(app),(3)将社交媒体和健身应用结合起来,或(4)对照组;56名参与者(25名男性,31名女性,平均年龄= 21.52±2.61岁)完成了为期6周的干预。在基线和干预后评估PA、BMI和SCT结构。采用重复测量方差分析(或非参数替代)来检验时间和组的主要效应和交互效应,并进行Pearson相关分析来探索SCT变量变化与PA变化之间的关联。与对照组相比,结合社交媒体和健身app干预的多组份组在总PA水平和中高强度PA时间上有显著更大的改善,运动自我效能感也有略微显著的提高。此外,运动自我效能感的变化与干预组内PA变量的变化呈正相关。这项为期6周的干预提供了初步证据,支持理论驱动的多组件移动健康方法在超重或肥胖的年轻成年人中增强PA的潜在有效性。未来的研究需要更长的干预期和结构化的随访评估,以确认其有效性和可持续性。
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引用次数: 0
Health Literacy, Sociodemographic Factors, and Physical Activity: Evidence From Cross-Sectional Quantile Estimations. 健康素养、社会人口因素和身体活动:来自横断面分位数估计的证据。
IF 1.6 Pub Date : 2026-09-01 Epub Date: 2026-03-16 DOI: 10.1080/02701367.2026.2629333
Yong Kang Cheah, Chee Cheong Kee, Kuang Kuay Lim, Jia Hui Lim, Chien Huey Teh, Yoon Ling Cheong

Purpose: Physical inactivity is responsible for various health issues. This study represents an early attempt to examine how health literacy and sociodemographic factors are associated with physical activity across different quantiles of time spent in physical activity. Method: Data obtained from the Malaysian National Health and Morbidity Survey 2019 were analyzed. A quantile regression model was utilized to estimate the differentials in time spent on physical activity across different health literacy levels and sociodemographic groups at the 0.1,0.25, 0.5, 0.75 and 0.9 quantiles of physical activity. Results: Individuals with excellent health literacy spent more time in physical activity at all the quantiles than those with limited health literacy. Men spent less time in physical activity than women when they were inactive but spent more when they allocated a large amount of time to physical activity. The effects of income and education level on time spent in physical activity were negative but only significant at the high quantiles. The differentials attributed to employment status and house locality were bigger among adults who spent more time in physical activity. Single adults spent less time in physical activity than the married across all the quantiles, but the relationship between widowed or divorced status and physical activity was only seen in the top 10% and 25% brackets. Conclusion: Findings of this study ascertain the focus groups based on not only the health literacy and sociodemographic factors, but also the distributional effects of time spent on physical activity for the formulation of intervention measures.

目的:缺乏运动是导致各种健康问题的原因。这项研究代表了一项早期尝试,旨在研究健康素养和社会人口因素如何在不同的体育活动时间分位数中与体育活动相关联。方法:分析2019年马来西亚国家健康和发病率调查数据。利用分位数回归模型估计在身体活动的0.1、0.25、0.5、0.75和0.9分位数上,不同健康素养水平和社会人口群体在身体活动上花费的时间的差异。结果:在所有分位数中,健康素养优秀的个体比健康素养有限的个体花在体育活动上的时间更多。当男性不运动时,他们花在体育活动上的时间比女性少,而当他们花大量时间进行体育活动时,他们花在体育活动上的时间比女性多。收入和教育水平对花在体育活动上的时间的影响是负的,但只有在高分位数上才显著。在花更多时间进行体育锻炼的成年人中,就业状况和居住地的差异更大。在所有分位数中,单身成年人花在体育锻炼上的时间都少于已婚人士,但丧偶或离婚状态与体育锻炼之间的关系仅在前10%和25%的人群中可见。结论:本研究的结果不仅根据健康素养和社会人口因素确定了焦点群体,而且还根据体育活动时间的分布效应确定了干预措施的制定。
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引用次数: 0
Meeting Physical Activity Guidelines and Their Association With Cardiometabolic Indicators in Adolescents With Different Weight Status. 不同体重青少年符合体育活动指南及其与心脏代谢指标的关系
IF 1.6 Pub Date : 2026-09-01 Epub Date: 2025-12-18 DOI: 10.1080/02701367.2025.2597398
Tiago Rodrigues de Lima, Andreia Pelegrini, Diego Augusto Santos Silva

The cardiometabolic health benefits of meeting physical activity guidelines for the general population are clear, but it is uncertain if adolescents with obesity experience the same advantages. Thus, we examined the link between adherence to aerobic physical activity, muscle-strengthening activities guidelines, and cardiometabolic indicators in adolescents with different weight status from São José, Southern Brazil. This cross-sectional study comprises 353 adolescents (44.5% male; age, 16.6 ± 1.0 years) with different weight status from São José, Southern Brazil. Information regarding aerobic physical activity and muscle-strengthening activities was obtained through a self-reported questionnaire. Overweight and obesity were defined using the age- and sex-specific criteria of the World Health Organization. Cardiometabolic indicators investigated as outcomes were systolic (SBP) and diastolic blood pressure (DBP), waist circumference (WC), high-sensitive C-reactive protein (hs-CRP), lipid profile, and glucose metabolism markers. Multiple linear regression models adjusted for confounding factors were used to investigate the associations of interest. Regardless of weight status, meeting aerobic physical activity guidelines was inversely associated with SBP [-3.2 mmHg, standard error (SE) = 0.23], and total cholesterol (-2.4 mg/dL, SE = 0.28). Among overweight/obesity adolescents, meeting aerobic physical activity / muscle-strengthening activities guidelines was inversely associated with WC (-5.11 cm, SE = 0.77), triglycerides (0.40 times lower, SE = 0.01), and hs-CRP (0.32 times lower, SE = 0.16). Even among overweight/obese adolescents, meeting aerobic physical activity and muscle-strengthening activity guidelines can be a relevant strategy for reducing cardiometabolic risk, given the reduction in WC, triglycerides, and hs-CRP.

满足一般人群的身体活动指南对心脏代谢健康的好处是显而易见的,但肥胖的青少年是否也有同样的好处还不确定。因此,我们研究了巴西南部 jossore不同体重状况的青少年坚持有氧体育活动、肌肉强化活动指南和心脏代谢指标之间的联系。本横断面研究包括353名来自巴西南部s o josjos的不同体重状况的青少年(44.5%为男性,年龄16.6±1.0岁)。关于有氧运动和肌肉强化活动的信息是通过自我报告问卷获得的。超重和肥胖是根据世界卫生组织的年龄和性别标准定义的。作为研究结果的心脏代谢指标包括收缩压(SBP)和舒张压(DBP)、腰围(WC)、高敏c反应蛋白(hs-CRP)、血脂和葡萄糖代谢指标。采用校正混杂因素的多元线性回归模型来研究相关的相关性。无论体重状况如何,符合有氧运动指南与收缩压[-3.2 mmHg,标准误差(SE) = 0.23]和总胆固醇(-2.4 mg/dL, SE = 0.28)呈负相关。在超重/肥胖青少年中,符合有氧体育活动/肌肉强化活动指南与腰围(-5.11 cm, SE = 0.77)、甘油三酯(0.40倍降低,SE = 0.01)和hs-CRP(0.32倍降低,SE = 0.16)呈负相关。即使在超重/肥胖的青少年中,考虑到WC、甘油三酯和hs-CRP的降低,符合有氧体育活动和肌肉强化活动指南可能是降低心脏代谢风险的相关策略。
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引用次数: 0
Beyond Averages: Uncovering Within-Person Links Between Sleep and Performance in Division I Collegiate Football Players. 超越平均水平:揭示大学一级橄榄球运动员睡眠和表现之间的内在联系。
IF 1.6 Pub Date : 2026-09-01 Epub Date: 2026-03-05 DOI: 10.1080/02701367.2025.2608371
Tess M Kilwein, Kaelene A Curry, Julie Sutcliffe, Charles A Manzler

A robust body of research links greater sleep duration and quality to improved athletic performance and competitive outcomes. However, many athletes, particularly collegiate football players, struggle to achieve optimal sleep and accurately assess its quality. Despite the known sleep-performance relationship, little is known about how these variables manifest in real time among student-athletes. This study examined daily associations between objectively measured sleep and athletic performance in National Collegiate Athletic Association Division I football players. Sixty-five athletes aged 17 to 23 years (M = 19.88, SD = 1.41), representing a range of academic years and position groups, wore sensor-based devices over a three-week period to capture sleep metrics (sleep efficiency, latency, and total sleep time) and performance indicators (maximum acceleration, maximum velocity, and explosive movement). Multilevel modeling revealed no significant between-person effects, suggesting that athletes who slept better on average did not necessarily perform better on average. However, within-person analyses indicated that nights with longer sleep latency (estimate, -.007; 95% BCI, -.013, -.003) or lower sleep efficiency (estimate, .005; 95% BCI, .001, .010) predicted reduced maximum acceleration the next day. Conversely, days with lower maximum acceleration predicted shorter sleep latency (estimate, 6.869; 95% BCI, 3.998, 9.269) and higher sleep efficiency (estimate, -5.289; 95% BCI, -10.170, -1.027) that night. These findings underscore a dynamic, bidirectional relationship between sleep and performance at the daily level and highlight the need for individualized, athlete-centered sleep interventions that extend beyond sleep duration to include routine assessment, comprehensive education, and strategies to mitigate sleep disruptors.

大量研究表明,延长睡眠时间和提高睡眠质量与提高运动表现和比赛成绩有关。然而,许多运动员,尤其是大学橄榄球运动员,很难达到最佳睡眠状态并准确评估其质量。除了已知的睡眠表现关系外,我们对这些变量如何在学生运动员中实时表现出来知之甚少。本研究考察了美国大学体育协会一级足球运动员客观测量的睡眠与运动表现之间的日常联系。65名年龄在17岁至23岁之间的运动员(M = 19.88, SD = 1.41),代表了一系列的学年和体位组,在三周的时间里,他们佩戴了基于传感器的设备,以捕捉睡眠指标(睡眠效率、潜伏期和总睡眠时间)和表现指标(最大加速度、最大速度和爆发力)。多层模型显示没有显著的人际效应,这表明平均睡眠更好的运动员并不一定平均表现更好。然而,人体内分析表明,睡眠潜伏期较长(估计,- 0.007;95% BCI, - 0.013, - 0.003)或睡眠效率较低(估计,0.005;95% BCI, - 0.003)的夜晚。001年,。010)预测第二天的最大加速度会降低。相反,最大加速度较低的日子预测当晚的睡眠潜伏期较短(估计,6.869;95% BCI, 3.998, 9.269),睡眠效率较高(估计,-5.289;95% BCI, -10.170, -1.027)。这些发现强调了睡眠与日常表现之间的动态、双向关系,并强调了个性化、以运动员为中心的睡眠干预的必要性,这些干预应延伸到睡眠时间之外,包括常规评估、全面教育和减轻睡眠干扰因素的策略。
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引用次数: 0
Physiological and Placebo Effects of Beetroot Juice in Virtual Cycling Using the Balanced Placebo Design. 采用平衡安慰剂设计的虚拟循环中甜菜根汁的生理和安慰剂效应。
IF 1.6 Pub Date : 2026-09-01 Epub Date: 2026-03-26 DOI: 10.1080/02701367.2026.2625878
Guilherme Matta, Andrew Edwards, Bart Roelands, Florentina Hettinga, Philip Hurst

The physiological and placebo effects of beetroot juice remain unclear in settings outside traditional laboratory environments. Using a randomized, between-participant balanced placebo design, we asked 67 trained cyclists to complete 20-min time-trials on a virtual cycling platform with the ingestion of either beetroot juice or placebo (~552 or ~0.2 mg nitrate, respectively). After completing baseline trials, participants were randomized to one of four experimental groups: 1) informed beetroot juice/given beetroot juice (BRJ/BRJ), 2) informed beetroot juice/given placebo (BRJ/PLA), 3) informed placebo/given beetroot juice (PLA/BRJ), and 4) informed placebo/given placebo (PLA/PLA). Mean (± standard deviation) changes in power output (W) between baseline and experimental trials for each group were: BRJ/BRJ = 2.06 ± 2.81, BRJ/PLA = 4.29 ± 2.81, PLA/BRJ =  -0.12 ± 2.81, PLA/PLA = 3.06 ± 2.90. Linear mixed-effects models revealed that neither the expectation, actual supplementation, or the interaction between expectation and supplement changed between baseline and experimental trials for all groups (χ2 ≤5.15, all p ≥.05). Similar results were found for relative power, speed, distance, heart rate and cadence (χ2 ≤5.15, all p ≥.05). Our results suggest that in comparison to baseline, cycling performance over 20‑min virtual time‑trials did not change when participants received an acute dose of beetroot juice both openly and deceptively. Similarly, the expectation that beetroot juice had been received did not change any outcomes. In short, physiological and placebo effects of an acute dose of beetroot juice did not change 20-min time-trial performance during a virtual cycling platform.

甜菜根汁的生理和安慰剂效应在传统实验室环境之外的环境中仍然不清楚。采用随机、参与者之间平衡的安慰剂设计,我们要求67名训练有素的骑自行车者在虚拟自行车平台上完成20分钟的计时赛,同时摄入甜菜根汁或安慰剂(分别为~552或~0.2毫克硝酸盐)。在完成基线试验后,参与者被随机分为四个实验组:1)告知甜菜根汁/给予甜菜根汁(BRJ/BRJ), 2)告知甜菜根汁/给予安慰剂(BRJ/PLA), 3)告知安慰剂/给予甜菜根汁(PLA/BRJ), 4)告知安慰剂/给予安慰剂(PLA/PLA)。各组基线与试验组输出功率(W)变化的平均值(±标准差)分别为:BRJ/BRJ = 2.06±2.81,BRJ/PLA = 4.29±2.81,PLA/BRJ = -0.12±2.81,PLA/PLA = 3.06±2.90。线性混合效应模型显示,所有组的期望、实际补给量以及期望与补给量之间的相互作用在基线试验和实验试验之间均未发生变化(χ2≤5.15,p均≥0.05)。相对力量、速度、距离、心率和节奏的结果相似(χ2≤5.15,p均≥0.05)。我们的研究结果表明,与基线相比,当参与者公开或欺骗性地接受急性剂量的甜菜根汁时,在20分钟的虚拟计时赛中的骑行表现并没有改变。同样,收到甜菜根汁的预期也没有改变任何结果。简而言之,在虚拟自行车平台上,急性剂量的甜菜根汁的生理和安慰剂效应并没有改变20分钟计时赛的表现。
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Research quarterly for exercise and sport
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