Pub Date : 2025-11-24DOI: 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。
{"title":"The Relationship Between Running Load, Strength, Muscle Architecture and Hamstring Strain Injury Across Two Seasons of Elite Male Australian Football: A Prospective Cohort Study.","authors":"Ray Breed, David A Opar, Rich D Johnston, Jack T Hickey, Morgan D Williams, Nirav Maniar, Ryan G Timmins","doi":"10.1186/s40798-025-00944-4","DOIUrl":"10.1186/s40798-025-00944-4","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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%.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"146"},"PeriodicalIF":5.9,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12644382/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145588426","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}
Pub Date : 2025-11-23DOI: 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。
{"title":"Effects of Intermittent Hypoxia Protocols on Physical Performance in Trained and Untrained Individuals: An Umbrella Review of Systematic Reviews and Meta-Analyses.","authors":"Ayoub Boulares, Olivier Dupuy, Nicola Luigi Bragazzi, Aurélien Pichon","doi":"10.1186/s40798-025-00933-7","DOIUrl":"10.1186/s40798-025-00933-7","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p><p><strong>Review registration: </strong>This overview was registered on the International Database of Systematic Review Protocols (PROSPERO ID: CRD42024465481).</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"145"},"PeriodicalIF":5.9,"publicationDate":"2025-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12640890/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145588261","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}
Pub Date : 2025-11-21DOI: 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.
{"title":"Divergent Responses to Training Load in Professional Australian Football: Are Insights Obtained from Generic and Running-based Assessments Complementary or Redundant?","authors":"Adriano Arguedas-Soley, Tzlil Shushan, Andrew Murphy, Nicholas Poulos, Ric Lovell, Dean Norris","doi":"10.1186/s40798-025-00946-2","DOIUrl":"10.1186/s40798-025-00946-2","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Objectives: </strong>We examined within-athlete relationships among common training response measures and their associations with prior weekly external training load in professional Australian Football athletes.</p><p><strong>Design: </strong>Repeated-measures, observational.</p><p><strong>Methods: </strong>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<sup>-1</sup>), and the plateau-phase of a high-intensity intermittent-fixed run (HI-IR<sub>plateau</sub>: 50 m, ~ 25 km⋅h<sup>-1</sup>). 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.</p><p><strong>Results: </strong>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 HR<sub>ex</sub> 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<sup>-1</sup>) were associated with declines in HI-IR<sub>plateau</sub> velocity of - 0.4 km·h<sup>-1</sup> (95% CI: - 0.1, - 0.8), and as much as - 1.2 km·h<sup>-1</sup>. Both effects exceeded thresholds of practical significance, as indicated by the typical error of measurement. Accelerometer-vector measures presented inconsistent associations.</p><p><strong>Conclusions: </strong>Weekly external load changes were reflected in CF-SMFT HR<sub>ex</sub> and HI-IR<sub>plateau</sub> 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.</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"139"},"PeriodicalIF":5.9,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12638591/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145564994","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}
Pub Date : 2025-11-21DOI: 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}
Pub Date : 2025-11-21DOI: 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
{"title":"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.","authors":"Armin H Paravlic, Simon Iskra, Ensar Abazovic, Nicola Lamberti, Fabio Manfredini, Kristina Drole","doi":"10.1186/s40798-025-00929-3","DOIUrl":"10.1186/s40798-025-00929-3","url":null,"abstract":"<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","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"133"},"PeriodicalIF":5.9,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12638609/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145565056","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}
Pub Date : 2025-11-21DOI: 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).
{"title":"Pushing your luck: on chance, serendipity, and athlete development.","authors":"Joseph Baker, Kathryn Johnston","doi":"10.1186/s40798-025-00932-8","DOIUrl":"10.1186/s40798-025-00932-8","url":null,"abstract":"<p><p>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).</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"144"},"PeriodicalIF":5.9,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12638599/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145565112","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}
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。
{"title":"Sport-related Concussion Can be Prevented by Injury Prevention Program: A Systematic Review and Meta-analysis of Prospective, Controlled Studies.","authors":"Yan-Long Chen, Tsung-Yeh Chou, Ming-Chih Sung, Yu-Lun Huang","doi":"10.1186/s40798-025-00936-4","DOIUrl":"10.1186/s40798-025-00936-4","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"136"},"PeriodicalIF":5.9,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12638499/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145565143","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}
Pub Date : 2025-11-21DOI: 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.
{"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}
Pub Date : 2025-11-21DOI: 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.
{"title":"Statistical Power in Musculoskeletal Research: A Meta-Review of 266 Randomised Controlled Trials.","authors":"Chris Bleakley, Natalie Klempel, Jente Wagemans, Fredh Netterström-Wedin, James Smoliga","doi":"10.1186/s40798-025-00908-8","DOIUrl":"10.1186/s40798-025-00908-8","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"134"},"PeriodicalIF":5.9,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12638596/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145565176","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}
Pub Date : 2025-11-21DOI: 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.
{"title":"Cross-Education of Strength: From Theory to Practice in Contemporary Sports Rehabilitation-A Narrative Review and Clinical Implications.","authors":"Mauro Mirto, Fabio Esposito, F Marcello Iaia, Roberto Codella","doi":"10.1186/s40798-025-00931-9","DOIUrl":"10.1186/s40798-025-00931-9","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Main body: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":21788,"journal":{"name":"Sports Medicine - Open","volume":"11 1","pages":"129"},"PeriodicalIF":5.9,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12638512/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145565023","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}