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The Relationship Between Running Load, Strength, Muscle Architecture and Hamstring Strain Injury Across Two Seasons of Elite Male Australian Football: A Prospective Cohort Study. 两个赛季澳大利亚优秀男子足球运动员跑步负荷、力量、肌肉结构和腿筋拉伤的关系:一项前瞻性队列研究。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-11-24 DOI: 10.1186/s40798-025-00944-4
Ray Breed, David A Opar, Rich D Johnston, Jack T Hickey, Morgan D Williams, Nirav Maniar, Ryan G Timmins

Background: Previous research has demonstrated a relationship between modifiable (e.g. hamstring strength, muscle fascicle length and high-speed running load), non-modifiable factors (e.g. age, previous injury) and hamstring strain injury (HSI) risk. However, these factors have mostly been assessed in isolation and no study to date has investigated the associations between running load, strength and muscle architecture with HSI risk. The study aim was to explore the interactions between modifiable HSI risk factors that are commonly assessed within elite Australian footballers.

Methods: A prospective cohort study design. Eccentric knee flexor strength and biceps femoris long head (BFlh) fascicle lengths were measured in 299 unique elite-level Australian Football players (age 24 ± 4 years, height 188 ± 8 cm, and weight 87 ± 9 kg) during two pre-seasons. Data from wearable micro-sensor units (high-speed running at ≥ 24k/hr and total distance) were collected over two seasons of elite Australian Football.

Results: Across 408 player-seasons there were 67 HSIs (16.4%), which took an average of 17 ± 10 days and 23 ± 12 days to return to full training and competitive matches, respectively. Univariate analysis showed that BFlh pennation angle (OR 1.6, 95% CI 1.2-2.2), fascicle length (OR 0.6, 95% CI 0.5-0.9), weekly high-speed running distance (OR 1.7, 95% CI 1.2-2.4), weekly change in total distance (OR 1.5, 95% CI 1.1-2.2) and weekly change in high-speed running distance (OR 1.6, 1.2-2.2) were significantly different between the injured and uninjured group (P < 0.05). Combining strength and architectural variables of BFlh pennation angle, fascicle length and peak force was able to explain 12% of variance in the risk of sustaining a HSI. The addition of running load exposure variables of weekly distance and change in weekly distance to the multivariate model increased the explained variance to 20%.

Conclusion: Combining measures of running load exposure with hamstring strength and architecture, increases the variance explained by multivariate models for determining HSI risk. Despite this, there was still approximately 80% of unexplained variance in sustaining a HSI in this study.

背景:先前的研究已经证明了可改变因素(如腘绳肌力量、肌束长度和高速跑步负荷)和不可改变因素(如年龄、既往损伤)与腘绳肌劳损(HSI)风险之间的关系。然而,这些因素大多是单独评估的,迄今为止还没有研究调查跑步负荷、力量和肌肉结构与HSI风险之间的关系。这项研究的目的是探索可改变的HSI风险因素之间的相互作用,这些因素通常在澳大利亚精英足球运动员中被评估。方法:前瞻性队列研究设计。本文对299名澳大利亚足球精英运动员(年龄24±4岁,身高188±8 cm,体重87±9 kg)在两个赛季前进行了偏心膝关节屈肌力量和股二头肌长头肌束长度的测量。通过可穿戴微型传感器单元(高速跑步≥24k/hr和总距离)收集澳大利亚精英足球两个赛季的数据。结果:在408个球员赛季中,有67名hsi(16.4%),平均需要17±10天和23±12天才能恢复到完全训练和正式比赛中。单因素分析显示,损伤组与未损伤组的BFlh夹角(OR 1.6, 95% CI 1.2 ~ 2.2)、肌束长度(OR 0.6, 95% CI 0.5 ~ 0.9)、每周高速跑距离(OR 1.7, 95% CI 1.2 ~ 2.4)、每周总跑距离变化(OR 1.5, 95% CI 1.1 ~ 2.2)和每周高速跑距离变化(OR 1.6, 1.2 ~ 2.2)差异均有统计学意义(P)。将跑步负荷暴露与腿筋强度和结构相结合,增加了由确定HSI风险的多变量模型解释的方差。尽管如此,在本研究中,维持HSI仍有大约80%无法解释的差异。
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引用次数: 0
Effects of Intermittent Hypoxia Protocols on Physical Performance in Trained and Untrained Individuals: An Umbrella Review of Systematic Reviews and Meta-Analyses. 间歇性缺氧方案对训练和未训练个体体能表现的影响:系统评价和荟萃分析的综合综述。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-11-23 DOI: 10.1186/s40798-025-00933-7
Ayoub Boulares, Olivier Dupuy, Nicola Luigi Bragazzi, Aurélien Pichon

Background: Intermittent hypoxia (IH) has emerged as a promising strategy to enhance physical performance by eliciting adaptive responses across cardiovascular, respiratory, and muscular systems. Various IH protocols have been applied in both trained and untrained individuals to improve aerobic capacity, strength, and repeated sprint ability. However, the growing number of systematic reviews and meta-analyses (SRs/MAs) has led to heterogeneous conclusions due to variability in populations, protocols, and outcome measures. This umbrella review aimed to synthesize and critically appraise the available SRs/MAs on the effects of IH protocols on physical performance across different fitness levels.

Methods: A systematic search, aligned with the PRIOR (Preferred Reporting Items for Overviews of Reviews) guidelines, was conducted across seven electronic databases (PubMed/MEDLINE, Web of Science, Cochrane Database of Systematic Reviews, Scopus, Embase, PsycINFO, and SciELO) from inception to June 2025. Eligible studies included systematic reviews (SRs) with or without meta-analyses (MAs) or network meta-analyses (NMAs) evaluating the effects of intermittent hypoxia protocols on physical performance. Methodological quality was assessed using the AMSTAR-2 tool.

Results: A total of 22 systematic reviews (14 with meta-analyses, 3 with network meta-analyses) analyzing 487 primary studies and 5,333 participants were included. Intermittent hypoxia (IH) protocols improved both aerobic and anaerobic performance, as well as muscular strength. Live high-train low (LHTL) and live low-train high (LLTH) protocols consistently enhanced V̇O₂max, especially when combined with sea-level training. Anaerobic-focused strategies like repeated sprint training in hypoxia (RSH) and RSH induced by voluntary hypoventilation at low lung volume (RSH-VHL) led to improvements in sprint-fatigue resistance and glycolytic capacity. Intermittent hypoxic interval training (IHIT) and high-intensity interval training (HIIT) under hypoxia showed robust aerobic benefits. However, the magnitude of these effects varied depending on the type of protocol, training status, and hypoxic dose.

Conclusion: IH is an effective and adaptable strategy to improve aerobic and anaerobic performance, as well as to enhance muscle strength and hypertrophy. These benefits often occur without consistent hematological changes. Future studies should focus on individualized approaches, standardization of terminology, and precise quantification of both hypoxic exposure and training load to optimize outcomes and ensure reproducibility.

Review registration: This overview was registered on the International Database of Systematic Review Protocols (PROSPERO ID: CRD42024465481).

背景:间歇性缺氧(IH)已成为一种很有前途的策略,通过引发心血管、呼吸和肌肉系统的适应性反应来提高身体机能。各种IH方案已应用于训练和未训练的个体,以提高有氧能力,力量和重复冲刺能力。然而,由于人群、方案和结果测量的可变性,越来越多的系统评价和荟萃分析(SRs/MAs)得出了不同的结论。本综述旨在综合和批判性地评估不同健康水平下IH方案对身体表现影响的可用SRs/MAs。方法:系统检索,与PRIOR(综述优先报告项目)指南一致,在七个电子数据库(PubMed/MEDLINE, Web of Science, Cochrane系统综述数据库,Scopus, Embase, PsycINFO和SciELO)中进行,从创建到2025年6月。符合条件的研究包括系统评价(SRs),有或没有荟萃分析(MAs)或网络荟萃分析(NMAs)评估间歇性缺氧方案对身体表现的影响。使用AMSTAR-2工具评估方法学质量。结果:共纳入22项系统综述(14项荟萃分析,3项网络荟萃分析),分析了487项主要研究和5333名参与者。间歇缺氧(IH)方案改善了有氧和无氧性能,以及肌肉力量。高训练低(LHTL)和低训练高(LLTH)方案一致地提高了vo2 max,特别是与海平面训练相结合时。以无氧为重点的策略,如在低氧(RSH)和低肺容量自发性低通气(RSH- vhl)诱导的RSH下重复冲刺训练,可以改善冲刺疲劳抵抗和糖酵解能力。间歇低氧间歇训练(IHIT)和高强度间歇训练(HIIT)在低氧条件下显示出强大的有氧益处。然而,这些影响的大小取决于训练方案的类型、训练状态和缺氧剂量。结论:IH是一种有效的适应性策略,可以改善有氧和无氧性能,增强肌肉力量和肥厚。这些益处通常没有持续的血液学改变。未来的研究应侧重于个性化方法,标准化术语,精确量化缺氧暴露和训练负荷,以优化结果并确保可重复性。综述注册:本综述已在国际系统综述方案数据库(PROSPERO ID: CRD42024465481)上注册。
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引用次数: 0
Divergent Responses to Training Load in Professional Australian Football: Are Insights Obtained from Generic and Running-based Assessments Complementary or Redundant? 澳大利亚职业足球对训练负荷的不同反应:从一般和跑步评估中获得的见解是互补的还是多余的?
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-11-21 DOI: 10.1186/s40798-025-00946-2
Adriano Arguedas-Soley, Tzlil Shushan, Andrew Murphy, Nicholas Poulos, Ric Lovell, Dean Norris

Background: Generic neuromuscular assessments are widely used to monitor training responses in team sports. Emerging running-based measures have been proposed to offer greater sensitivity to residual neuromuscular training effects by aligning more closely with the exercise dose, yet their practical utility remains ambiguous. Concurrent evaluation is thus necessary to identify athlete monitoring assessments that best capture meaningful responses.

Objectives: We examined within-athlete relationships among common training response measures and their associations with prior weekly external training load in professional Australian Football athletes.

Design: Repeated-measures, observational.

Methods: Forty-three male athletes were regularly assessed over two pre-seasons following 48-hours of no training. Outcome measures were derived from maximal performances in adductor strength and countermovement jump (CMJ) assessments, the final minute of a continuous-fixed submaximal fitness test (CF-SMFT: 3-minutes, 12 km⋅h-1), and the plateau-phase of a high-intensity intermittent-fixed run (HI-IRplateau: 50 m, ~ 25 km⋅h-1). External loads were derived from Global Navigation Satellite Systems. Repeated-measures correlations assessed relationships between the response measures, while linear mixed-effects models evaluated measurement variability. Generalised Additive Models examined associations between prior weekly external training loads and the response measures.

Results: Adductor strength and CMJ measures showed low within-athlete variability (coefficient of variation, CV = 4.3-6.6%) and limited associations with weekly external loads. Conversely, 2 standard deviation (SD) increases in weekly total distance were associated with reductions in CF-SMFT HRex of - 1.3%-points (95% Confidence Intervals, CI: - 0.9, - 1.8), and as large as - 3.2%-points. Similarly, 2 SD increases in very-high speed running (> 25 km.h-1) were associated with declines in HI-IRplateau velocity of - 0.4 km·h-1 (95% CI: - 0.1, - 0.8), and as much as - 1.2 km·h-1. Both effects exceeded thresholds of practical significance, as indicated by the typical error of measurement. Accelerometer-vector measures presented inconsistent associations.

Conclusions: Weekly external load changes were reflected in CF-SMFT HRex and HI-IRplateau velocity, supporting their practical utility for athlete monitoring; whereas measures derived from generic neuromuscular tests (adductor strength, and CMJ) showed limited responsiveness. Associations between external loads and accelerometer-derived measures presented significant uncertainty, which currently limits confident recommendations on the utility of these emerging techniques.

背景:一般的神经肌肉评估被广泛用于监测团队运动中的训练反应。新兴的基于跑步的测量方法已经提出,通过与运动剂量更紧密地结合,对残余神经肌肉训练效果提供更大的敏感性,但它们的实际用途仍然不明确。因此,同步评估是必要的,以确定运动员监测评估,最好地捕捉有意义的反应。目的:我们研究了澳大利亚职业足球运动员中常见的训练反应措施之间的关系,以及它们与之前每周外部训练负荷的关系。设计:重复测量,观察性。方法:43名男性运动员在48小时无训练后的两个赛季前定期进行评估。结果测量来源于内收肌力量和反动作跳跃(CMJ)评估中的最大表现,连续固定次最大体能测试的最后一分钟(CF-SMFT: 3分钟,12 km⋅h-1),以及高强度间歇固定跑步的平台阶段(HI-IRplateau: 50 m, ~ 25 km⋅h-1)。外部载荷来自全球导航卫星系统。重复测量相关性评估了响应测量之间的关系,而线性混合效应模型评估了测量变异性。广义加性模型检验了之前每周外部训练负荷与反应措施之间的关联。结果:内收肌力量和CMJ测量显示运动员内部变异性较低(变异系数,CV = 4.3-6.6%),与每周外负荷的关联有限。相反,每周总距离增加2个标准差(SD)与CF-SMFT HRex降低相关,降低幅度为- 1.3%(95%置信区间,CI: - 0.9, - 1.8),最高可达- 3.2%。类似地,在超高速跑步(bbb25 km.h-1)时,2 SD的增加与hi - ir平台速度下降(- 0.4 km·h-1, 95% CI: - 0.1, - 0.8)和高达- 1.2 km·h-1相关。测量的典型误差表明,这两种效应都超过了实际意义的阈值。加速度计-矢量测量呈现不一致的关联。结论:每周外负荷变化反映在CF-SMFT HRex和HI-IRplateau速度上,支持它们在运动员监测中的实用性;而一般神经肌肉测试(内收肌强度和CMJ)显示的反应性有限。外部负载和加速度计衍生测量之间的关联存在很大的不确定性,这限制了目前对这些新兴技术的实用建议的信心。
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引用次数: 0
Early Life Physical Activity Patterns and Its Survival to Adult Activity Levels: The Longitudinal ABIS Study. 生命早期身体活动模式及其对成人活动水平的影响:纵向ABIS研究。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-11-21 DOI: 10.1186/s40798-025-00934-6
Noman Sohail, Johnny Ludvigsson

Background and aims: The impact of physical activity during early-life is significant on long-term health outcomes. The aim of this study was to determine what factors contribute to the continuity or change in activity behaviors over time.

Methods: Out of 21,700 children born on Oct 1st, 1997 to Oct 1st, 1999, 17,055 (78.6%) were included in ABIS (All Babies in southeast Sweden) of whom 16,415 participants were included in this longitudinal prospective population-based birth cohort. Logistic regression was conducted to assess associations between the activity score and independent variables, with results presented as odds ratios, 95% confidence intervals, p values, and correlation coefficients (r values).

Results: At age 3, high physical activity (Q2) was correlated to: living in a house (r = 0.881, p = 0.003) with both parents (r = 0.833, p < 0.001), ≥1 siblings (r = 0.876, p < 0.001), having a dog (r = 0.773, p < 0.001), high parental education (r = 0.817, p < 0.001) and parents working part time (0-50%) (r = 0.496, p < 0.001). These factors were persistent at age 5, 8, 10-12 years. Participation in sports had strong correlation with Q2 from age 8- to 17-23-years (r = 0.763, p < 0.001). Less physical activity (Q1) was correlated to: at age 3 parental less education (r = 0.816, p < 0.001) with full time work (r = 0.816, p < 0.001), no siblings (r = 0.835, p = 0.004), child lives in split custody (r = 0.736, p < 0.001), and mother smoking (r = 0.789, p = 0.032). These patterns seemed persistent at age 5, 8, 10-12 years with Q1. Lower parental smoking was associated to higher physical activity in children.

Conclusion: The study identifies key factors affecting children and adolescents' physical activity, providing insights for targeted interventions.

背景和目的:生命早期身体活动对长期健康结果的影响是显著的。这项研究的目的是确定什么因素导致了活动行为的连续性或随时间的变化。方法:在1997年10月1日至1999年10月1日出生的21,700名儿童中,有17,055名(78.6%)被纳入ABIS(瑞典东南部所有婴儿),其中16,415名参与者被纳入这个纵向前瞻性人群出生队列。采用Logistic回归评估活动评分与自变量之间的相关性,结果以比值比、95%置信区间、p值和相关系数(r值)表示。结果:在3岁时,高体力活动(Q2)与与父母共同居住(r = 0.881, p = 0.003)相关(r = 0.833, p)。结论:本研究确定了影响儿童和青少年体力活动的关键因素,为有针对性的干预提供了见解。
{"title":"Early Life Physical Activity Patterns and Its Survival to Adult Activity Levels: The Longitudinal ABIS Study.","authors":"Noman Sohail, Johnny Ludvigsson","doi":"10.1186/s40798-025-00934-6","DOIUrl":"10.1186/s40798-025-00934-6","url":null,"abstract":"<p><strong>Background and aims: </strong>The impact of physical activity during early-life is significant on long-term health outcomes. The aim of this study was to determine what factors contribute to the continuity or change in activity behaviors over time.</p><p><strong>Methods: </strong>Out of 21,700 children born on Oct 1st, 1997 to Oct 1st, 1999, 17,055 (78.6%) were included in ABIS (All Babies in southeast Sweden) of whom 16,415 participants were included in this longitudinal prospective population-based birth cohort. Logistic regression was conducted to assess associations between the activity score and independent variables, with results presented as odds ratios, 95% confidence intervals, p values, and correlation coefficients (r values).</p><p><strong>Results: </strong>At age 3, high physical activity (Q2) was correlated to: living in a house (r = 0.881, p = 0.003) with both parents (r = 0.833, p < 0.001), ≥1 siblings (r = 0.876, p < 0.001), having a dog (r = 0.773, p < 0.001), high parental education (r = 0.817, p < 0.001) and parents working part time (0-50%) (r = 0.496, p < 0.001). These factors were persistent at age 5, 8, 10-12 years. Participation in sports had strong correlation with Q2 from age 8- to 17-23-years (r = 0.763, p < 0.001). Less physical activity (Q1) was correlated to: at age 3 parental less education (r = 0.816, p < 0.001) with full time work (r = 0.816, p < 0.001), no siblings (r = 0.835, p = 0.004), child lives in split custody (r = 0.736, p < 0.001), and mother smoking (r = 0.789, p = 0.032). These patterns seemed persistent at age 5, 8, 10-12 years with Q1. Lower parental smoking was associated to higher physical activity in children.</p><p><strong>Conclusion: </strong>The study identifies key factors affecting children and adolescents' physical activity, providing insights for targeted interventions.</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"138"},"PeriodicalIF":5.9,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12638552/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145565028","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparing Aerobic Interval Training with Other Forms of Physical Exercise for Brachial Artery Endothelial Function Improvement: A Systematic Review and Network Meta-analysis of Randomized Controlled Trials. 有氧间歇训练与其他形式的体育锻炼对肱动脉内皮功能改善的比较:随机对照试验的系统回顾和网络荟萃分析。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-11-21 DOI: 10.1186/s40798-025-00929-3
Armin H Paravlic, Simon Iskra, Ensar Abazovic, Nicola Lamberti, Fabio Manfredini, Kristina Drole
<p><strong>Background: </strong>Brachial artery endothelial function, measured by the flow-mediated dilatation (FMD) technique, serves as a surrogate for coronary endothelial function and is recognized as an independent predictor of cardiovascular disease risk. Despite the known benefits of physical exercise interventions (PEI) in improving endothelial function, limited evidence exists to guide practitioners on the most effective form of PEI for enhancing endothelial function. The aim of this article is to investigate the effects of different PEI modalities on brachial artery FMD, and to establish the most effective PEI through a systematic review and network meta-analysis (NMA).</p><p><strong>Methods: </strong>PubMed, WoS, CINAHL, EMBASE, CENTRAL and EBSCOhost search was conducted from inception to February 20th, 2025. Randomized controlled studies investigating the effects of PEI on brachial artery FMD in adults were included. Both pairwise and Bayesian NMA were conducted using random-effects model to compare different PEI modalities within primary (aerobic training, resistance training and combined training) and secondary (continuous aerobic training vs. interval aerobic training vs. dynamic resistance training vs. combined training) categorizations. The PEI effectiveness was ranked using the surface under the cumulative ranking curve (SUCRA).</p><p><strong>Results: </strong>In total, 84 studies with 3596 participants (43% females, 51.9 ± 15.1 years of age) were included in the analysis. Summarized evidence of 119 effect sizes through pairwise comparisons showed improvement in FMD (mean difference [MD], 2.24%; 95% confidence interval [CI] 1.90-2.58, p < 0.001) following different PEI, without difference between magnitude of the effect between healthy and asymptomatic individuals (Q, 1.27, p = 0.260). As shown in the NMA, the rank order within a primary classification showed aerobic training as the most effective (SUCRA: 89.8%, MD, 2.37%, 95% credible interval [CrI] 1.95-2.80) followed by resistance training (SUCRA: 66.0%, MD, 2.07%, 95% CrI, 1.34-2.79), and combined (aerobic and resistance) training (SUCRA: 44.1%, MD, 1.67%, 95% CrI, 0.73-2.6). Secondary NMA identified interval aerobic training as the most effective (SUCRA: 99.1%, MD, 3.07%, 95% CrI, 1.37-3.76), which showed to be more effective than continuous aerobic training (MD, 1.08%), dynamic resistance training (MD, 1.04%), and combined training (MD, 1.36%). Moreover, a negative association was found between FMD improvement and both intervention duration and overall training load, while positive associations were observed with weekly training frequency, single session duration, and weekly training duration.</p><p><strong>Conclusions: </strong>Various PEI modalities have demonstrated effectiveness in improving brachial artery FMD, with interval aerobic exercises of higher intensities emerging as the most effective based on current evidence, followed by dynamic resistance training, contin
背景:肱动脉内皮功能,通过血流介导扩张(FMD)技术测量,可作为冠状动脉内皮功能的替代指标,被认为是心血管疾病风险的独立预测因子。尽管已知体育锻炼干预(PEI)在改善内皮功能方面的益处,但指导从业者最有效的PEI增强内皮功能的证据有限。本文的目的是探讨不同PEI方式对肱动脉FMD的影响,并通过系统综述和网络meta分析(NMA)建立最有效的PEI。方法:检索PubMed、WoS、CINAHL、EMBASE、CENTRAL和EBSCOhost,检索时间为建站至2025年2月20日。纳入了调查PEI对成人肱动脉FMD影响的随机对照研究。使用随机效应模型进行两两和贝叶斯NMA,比较初级(有氧训练、阻力训练和联合训练)和次级(持续有氧训练、间歇有氧训练、动态阻力训练和联合训练)分类中不同的PEI模式。利用累积排序曲线(SUCRA)下的曲面对PEI的有效性进行排序。结果:共纳入84项研究,受试者3596人(女性43%,年龄51.9±15.1岁)。通过两两比较总结了119个效应量的证据,结果显示FMD得到改善(平均差值[MD]为2.24%;95%可信区间[CI]为1.90-2.58,p)。结论:各种PEI方式都显示出改善肱动脉FMD的有效性,根据目前的证据,高强度的间歇有氧运动是最有效的,其次是动态阻力训练、持续有氧训练和联合训练。这些发现对未来预防和治疗内皮功能障碍的运动指南具有重要意义。研究方案在PROSPERO在线注册中心前瞻性注册:ID: CRD42023453202。
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引用次数: 0
Pushing your luck: on chance, serendipity, and athlete development. 推动你的运气:机会,意外发现,和运动员的发展。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-11-21 DOI: 10.1186/s40798-025-00932-8
Joseph Baker, Kathryn Johnston

The notion that problems with prediction can be resolved with more, and better, data has a long history. In this paper, we examine the role of chance and randomness (i.e., events where there is a low probability of occurrence) in athlete development, focusing on the influence of 'luck' on this process. More specifically, we briefly summarize the way luck has been considered in previous research on human achievement and how different types of luck (i.e., luck related to elements of the task, the athlete development environment, and biological processes) can affect athlete development. In addition, the implications and challenges of embracing the influence of luck on models of athlete development are discussed. Acknowledging the role of luck may lead to developmental environments that are more equitable (e.g., by creating greater opportunities for more individuals to get lucky) and realistic (i.e., by acknowledging that predictions of sport- and athlete-related outcomes will never be perfect).

预测问题可以用更多、更好的数据来解决,这种观念由来已久。在本文中,我们研究了机会和随机性(即发生概率较低的事件)在运动员发展中的作用,重点关注“运气”对这一过程的影响。更具体地说,我们简要总结了之前关于人类成就的研究中考虑运气的方式,以及不同类型的运气(即与任务要素、运动员发展环境和生物过程相关的运气)如何影响运动员的发展。此外,拥抱运气对运动员发展模式的影响的含义和挑战进行了讨论。承认运气的作用可能会导致发展环境更加公平(例如,通过为更多的个人创造更多的幸运机会)和现实(例如,通过承认对运动和运动员相关结果的预测永远不会完美)。
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引用次数: 0
Sport-related Concussion Can be Prevented by Injury Prevention Program: A Systematic Review and Meta-analysis of Prospective, Controlled Studies. 运动相关脑震荡可以通过伤害预防计划预防:前瞻性对照研究的系统回顾和荟萃分析。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-11-21 DOI: 10.1186/s40798-025-00936-4
Yan-Long Chen, Tsung-Yeh Chou, Ming-Chih Sung, Yu-Lun Huang

Background: Sport-related concussions (SRCs) have emerged as a global health concern in sports medicine. Effective injury prevention programs have the potential to reduce the risk of SRCs, but, their efficacy remains inconclusive. Therefore, the aim of this systematic review and meta-analysis was to evaluate the efficacy of injury prevention programs in preventing SRCs and to examine whether different intervention types (physical- vs. educational-based) and athletic exposure context (practice vs. match) influenced the efficacy of interventions.

Methods: Six databases (PubMed, CINAHL, MEDLINE, SPORTDiscus, Scopus, and Embase databases) were searched in March 2024. Studies were included if (1) the physical training or educational intervention aimed to prevent SRC, (2) the incidence rate (IR) or other outcome data sufficient to calculate the IR for both the intervention and control groups were reported, and (3) the study employed a prospective design.

Results: A total of eight studies were included in the analysis, involving 2571 participants (intervention group: n = 1281; control group: n = 1290). Current injury prevention programs primarily targeted male athletes in rugby, American Football, and soccer. The analysis revealed a significant reduction in SRC rate among athletes who received injury prevention programs (incidence rate ratio = 0.66, 95% CI [0.50-0.85], p = .002). The moderator analysis indicated that neither the type of intervention nor the exposure context significantly influenced the efficacy of the injury prevention programs.

Conclusions: SRC prevention programs provided a significant protection effect, reducing injury rates by 34%. Importantly, their efficacy remains consistent across both physical training and educational-based programs, as well as in various exposure contexts. However, further prospective studies are needed to develop injury prevention protocols specifically for females and to investigate factors that may influence the efficacy of these interventions to enhance the prevention of SRC across various sports.

背景:运动相关脑震荡(src)已成为全球运动医学关注的健康问题。有效的伤害预防方案有可能降低src的风险,但其有效性仍不确定。因此,本系统综述和荟萃分析的目的是评估损伤预防计划在预防src方面的效果,并检查不同的干预类型(体育与教育为基础)和运动暴露背景(练习与比赛)是否影响干预的效果。方法:于2024年3月检索PubMed、CINAHL、MEDLINE、SPORTDiscus、Scopus和Embase 6个数据库。如果(1)旨在预防SRC的体育训练或教育干预,(2)报告了干预组和对照组的发病率(IR)或其他足以计算IR的结果数据,以及(3)研究采用前瞻性设计,则纳入研究。结果:共纳入8项研究,共纳入2571名受试者(干预组:n = 1281;对照组:n = 1290)。目前的伤害预防计划主要针对橄榄球、美式足球和足球的男性运动员。分析显示,接受损伤预防项目的运动员SRC发生率显著降低(发生率比= 0.66,95% CI [0.50-0.85], p = 0.002)。调节分析表明,干预类型和暴露环境都不会显著影响伤害预防计划的效果。结论:SRC预防方案提供了显著的保护作用,将损伤率降低了34%。重要的是,它们的功效在体育训练和教育项目以及各种暴露环境中都是一致的。然而,需要进一步的前瞻性研究来制定专门针对女性的伤害预防方案,并调查可能影响这些干预措施在各种运动中加强SRC预防效果的因素。
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引用次数: 0
Spatiotemporal Dynamics of Relative Grip Strength in China: Comprehensive Analysis from 2000 to 2020 National Surveys. 中国相对握力的时空动态:2000 - 2020年全国调查综合分析。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-11-21 DOI: 10.1186/s40798-025-00950-6
Jingyi Xu, Mei Wang, Chaoqun Fan, Jingjing Wang, George P Nassis, Chengdong Xu, Qiang Feng

Background: Although handgrip strength (HS) is a useful indicator of various diseases, no study has yet investigated the effects of various influencing factors on HS over time. This study aims to analyze the spatiotemporal variation of relative HS, and its influencing factors, across diverse population groups in China.

Methods: Five national physical fitness surveys encompassing 831,878 adults aged 20-69 years were conducted in China from 2000 to 2020. Trained personnel recorded relative HS. A Bayesian spatiotemporal hierarchical model was employed to illustrate the spatiotemporal characteristics of HS, while a geodetector model assessed the impact and interaction of socioeconomic levels, living environments, and geographical factors on relative HS over time.

Results: From 2000 to 2020, the average relative HS in China declined, with a more pronounced decrease in men than women and among younger individuals relative to middle-aged and older counterparts. Spatial analysis revealed significant heterogeneity, with HS hot spots primarily in southern regions (excluding Tibet) and cold spots in the north. The 20-year decline in relative HS was primarily characterized by a more substantial decrease in individuals with initially higher HS. Before 2010, HS differences were primarily attributed to geographic factors, whereas post-2010, the influence of socioeconomic factors increased.

Conclusions: There is a need to address the greater decline of HS in men and especially in young individuals. China should implement targeted interventions in specific regions to mitigate the rapid decline in HS, taking into consideration diverse regional socioeconomic factors.

背景:虽然握力(HS)是各种疾病的有用指标,但尚未有研究调查各种影响因素随时间的变化对HS的影响。本研究旨在分析中国不同人群相对HS的时空变化特征及其影响因素。方法:从2000年到2020年,在中国进行了5次全国体质调查,共调查了831878名年龄在20-69岁之间的成年人。经过培训的人员记录相关HS。采用贝叶斯时空分层模型分析了相对HS的时空特征,利用地理探测器模型分析了社会经济水平、生活环境和地理因素对相对HS的影响及其相互作用。结果:从2000年到2020年,中国平均相对HS下降,男性比女性下降更明显,年轻人比中老年人群下降更明显。相对HS的20年下降主要表现为初始HS较高的个体的较大幅度下降。2010年以前HS差异主要受地理因素影响,2010年以后HS差异受社会经济因素影响增大。结论:有必要解决HS在男性,特别是年轻人中更大的下降。中国应在考虑不同区域社会经济因素的情况下,在特定区域实施有针对性的干预措施,以减缓HS的快速下降。
{"title":"Spatiotemporal Dynamics of Relative Grip Strength in China: Comprehensive Analysis from 2000 to 2020 National Surveys.","authors":"Jingyi Xu, Mei Wang, Chaoqun Fan, Jingjing Wang, George P Nassis, Chengdong Xu, Qiang Feng","doi":"10.1186/s40798-025-00950-6","DOIUrl":"10.1186/s40798-025-00950-6","url":null,"abstract":"<p><strong>Background: </strong>Although handgrip strength (HS) is a useful indicator of various diseases, no study has yet investigated the effects of various influencing factors on HS over time. This study aims to analyze the spatiotemporal variation of relative HS, and its influencing factors, across diverse population groups in China.</p><p><strong>Methods: </strong>Five national physical fitness surveys encompassing 831,878 adults aged 20-69 years were conducted in China from 2000 to 2020. Trained personnel recorded relative HS. A Bayesian spatiotemporal hierarchical model was employed to illustrate the spatiotemporal characteristics of HS, while a geodetector model assessed the impact and interaction of socioeconomic levels, living environments, and geographical factors on relative HS over time.</p><p><strong>Results: </strong>From 2000 to 2020, the average relative HS in China declined, with a more pronounced decrease in men than women and among younger individuals relative to middle-aged and older counterparts. Spatial analysis revealed significant heterogeneity, with HS hot spots primarily in southern regions (excluding Tibet) and cold spots in the north. The 20-year decline in relative HS was primarily characterized by a more substantial decrease in individuals with initially higher HS. Before 2010, HS differences were primarily attributed to geographic factors, whereas post-2010, the influence of socioeconomic factors increased.</p><p><strong>Conclusions: </strong>There is a need to address the greater decline of HS in men and especially in young individuals. China should implement targeted interventions in specific regions to mitigate the rapid decline in HS, taking into consideration diverse regional socioeconomic factors.</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"137"},"PeriodicalIF":5.9,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12638614/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145565146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Statistical Power in Musculoskeletal Research: A Meta-Review of 266 Randomised Controlled Trials. 肌肉骨骼研究的统计能力:266项随机对照试验的荟萃综述。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-11-21 DOI: 10.1186/s40798-025-00908-8
Chris Bleakley, Natalie Klempel, Jente Wagemans, Fredh Netterström-Wedin, James Smoliga

Background: Underpowered study designs undermine the reliability of experimental research, with growing concerns regarding randomised controlled trials (RCTs) informing musculoskeletal injury management. We assessed the statistical power and sample size calculations of such RCTs.

Methods: Electronic searches (MEDLINE and PEDro searched up to March 2024) identified meta-analyses of RCTs comparing conservative interventions for musculoskeletal injury, without restrictions on demographics, injury type, or outcome. Statistical power was estimated using two approaches: (1) meta-analytic-the RCT's power to detect the summary effect of the meta-analysis it contributed to, and (2) conventional-the RCT's power to detect Cohen's small (d = 0.2), medium (d = 0.5), and large (d = 0.8) effect sizes. The RCTs' manuscripts and registry entries were screened for sample size planning details.

Results: The search identified 4737 articles, with 41 eligible meta-analyses of 266 RCTs. The median power was 42% (54% among RCTs within statistically significant meta-analyses). Less than 1 in 3 RCTs from statistically significant meta-analyses had ≥ 80% power to detect the corresponding summary effect. The number of RCTs with ≥ 80% power to detect small, medium, and large effects was 0%, 7.9%, and 37.6%, respectively. One in four RCTs reported sample size calculations; 80% expected larger effects than they observed. RCTs not reporting sample size calculations were smaller and reported larger effects.

Conclusion: Low statistical power permeates musculoskeletal injury research, limiting the clinical utility of many RCTs. The underlying causes of low power in this field are multifactorial and extend beyond sample size calculation alone. Enhancing study power requires methodological improvements, including robust planning, stronger theoretical frameworks, multi-center collaboration, data sharing, and the use of valid, reliable outcome measures.

背景:随着人们越来越关注随机对照试验(rct)对肌肉骨骼损伤管理的影响,研究设计的不足削弱了实验研究的可靠性。我们评估了这些随机对照试验的统计能力和样本量计算。方法:电子检索(MEDLINE和PEDro检索至2024年3月)确定了比较保守干预治疗肌肉骨骼损伤的随机对照试验的荟萃分析,不受人口统计学、损伤类型或结果的限制。使用两种方法估计统计能力:(1)荟萃分析- RCT检测其所参与的荟萃分析的总结效应的能力;(2)常规- RCT检测Cohen的小(d = 0.2),中(d = 0.5)和大(d = 0.8)效应量的能力。筛选随机对照试验的手稿和登记条目以确定样本量计划细节。结果:检索到4737篇文章,在266项随机对照试验中纳入41项符合条件的荟萃分析。中位功率为42%(在统计显著的荟萃分析中,随机对照试验为54%)。统计上显著的荟萃分析中,不到1 / 3的rct检测到相应的总结效应的能力≥80%。检测小、中、大效应的能力≥80%的rct数量分别为0%、7.9%和37.6%。四分之一的随机对照试验报告了样本量计算;80%的人预期的影响比他们观察到的要大。未报告样本量计算的随机对照试验较小,报告的影响较大。结论:在肌肉骨骼损伤研究中,低统计能力的存在限制了许多随机对照试验的临床应用。在这个领域低功率的潜在原因是多因素的,超出了单独的样本量计算。提高研究能力需要改进方法,包括健全的规划、更强的理论框架、多中心协作、数据共享以及使用有效、可靠的结果测量。
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引用次数: 0
Cross-Education of Strength: From Theory to Practice in Contemporary Sports Rehabilitation-A Narrative Review and Clinical Implications. 力量的交叉教育:当代体育康复从理论到实践——叙事回顾与临床意义。
IF 5.9 2区 医学 Q1 SPORT SCIENCES Pub Date : 2025-11-21 DOI: 10.1186/s40798-025-00931-9
Mauro Mirto, Fabio Esposito, F Marcello Iaia, Roberto Codella

Background: Cross-education (CE) of strength refers to strength gains in the untrained limb after unilateral resistance training. Despite the long-standing recognition of this phenomenon, its potential implications in clinical and rehabilitation settings have only been studied extensively in recent decades.

Main body: The implementation of unilateral resistance training in early-stage sports rehabilitation remains underrated, likely due to the lack of consensus on evidence-based guidelines. Thus, this narrative review provides a current overview of the CE of strength, analyzes its practical implications for sports rehabilitation, and examines the training modalities and parameters that should be modulated to optimize CE adaptations, thereby supporting early intervention against post-injury neuromuscular decline.

Conclusions: Unilateral resistance training in the healthy limb appears to represent a cost-effective and accessible rehabilitation strategy for athletes who are unable to work on their injured limb from the early stages of rehabilitation. This strategy may ensure the maintenance of muscle strength levels in the trained limb while minimizing neuromuscular decline in the injured and immobilized limb. CE of strength may be implemented as an addition to traditional early-stage rehabilitation strategies, such as pain, swelling, and inflammation reduction, the progressive restoration of joint range of motion, and the progressive strength training in sports injury rehabilitation. Further research is required to make definitive recommendations.

背景:力量的交叉训练(CE)是指单侧阻力训练后未训练肢体的力量增加。尽管长期以来认识到这一现象,但其在临床和康复环境中的潜在影响直到最近几十年才得到广泛研究。正文:单侧抗阻训练在早期运动康复中的应用仍然被低估,可能是由于缺乏循证指南的共识。因此,这篇叙述性综述提供了力量CE的当前概况,分析了其对运动康复的实际意义,并检查了应该调整的训练模式和参数,以优化CE适应,从而支持早期干预损伤后神经肌肉衰退。结论:在健康肢体中进行单侧阻力训练,对于那些在康复早期就无法对受伤肢体进行训练的运动员来说,似乎是一种具有成本效益和可获得的康复策略。这种策略可以确保维持训练肢体的肌肉力量水平,同时最大限度地减少受伤和固定肢体的神经肌肉衰退。力量CE可以作为传统早期康复策略的补充,如运动损伤康复中的疼痛、肿胀和炎症减轻、关节活动范围的渐进式恢复和渐进式力量训练。需要进一步的研究来提出明确的建议。
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引用次数: 0
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Sports Medicine - Open
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