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The impact of Advanced Footwear Technology on physical, physiological, biomechanical, and perception outcomes: a systematic review. 先进的鞋类技术对物理,生理,生物力学和感知结果的影响:系统回顾。
IF 1.3 4区 医学 Q3 SPORT SCIENCES Pub Date : 2026-02-01 DOI: 10.23736/S0022-4707.25.16838-2
Federica Marmondi, Vittoria Ferrando, Marco Panascì, Matteo Bonato

Introduction: The development of Advanced Footwear Technology (AFT) has introduced significant changes in the realm of athletic footwear, promising enhancements in running economy and reductions in energy cost compared to traditional shoes. This systematic review aims to analyze and synthesize the existing literature on AFT, focusing on its physical, physiological, biomechanical, and perceptual impacts on athletic performance. It seeks to identify key findings, variability, and implications for athletes by comparing AFT to traditional footwear.

Evidence acquisition: Following the PRISMA 2015 guidelines for systematic reviews, a comprehensive search was conducted in PubMed, Scopus, Web of Science, and Google Scholar. Titles, abstracts, and full texts were analyzed based on predefined inclusion criteria to find relevant studies. The methodological quality of the selected studies was also assessed.

Evidence synthesis: Nine studies (N.=138 participants) were included, with an average methodological quality score of 6.22 (range: 5 to 8) on a 10-point scale. AFT was found to improve biomechanical aspects, which were associated with enhanced running efficiency, and reduce metabolic energy expenditure. However, improve biomechanical aspects, which were associated with enhanced running efficiency.

Conclusions: AFT offers significant performance and biomechanical benefits, but its physiological effects vary, and potential injury risks such as altered lower-limb stiffness and increased joint load require careful management. Personalized approaches to footwear technology are crucial to maximizing AFT's benefits.

简介:先进的鞋类技术(AFT)的发展已经在运动鞋领域引入了重大的变化,与传统的鞋子相比,有望提高跑步的经济性和降低能源成本。本系统综述旨在分析和综合现有关于AFT的文献,重点关注其对运动成绩的物理、生理、生物力学和知觉影响。它试图通过比较AFT和传统鞋类来确定关键的发现、可变性和对运动员的影响。证据获取:根据PRISMA 2015系统评价指南,在PubMed、Scopus、Web of Science和b谷歌Scholar中进行了全面的检索。根据预定义的纳入标准对标题、摘要和全文进行分析,以查找相关研究。还评估了所选研究的方法学质量。证据综合:纳入9项研究(n =138名受试者),在10分制中,平均方法学质量得分为6.22(范围:5至8)。研究发现,AFT可以改善生物力学方面,从而提高跑步效率,减少代谢能量消耗。然而,改善生物力学方面,这与提高跑步效率有关。结论:AFT具有显著的性能和生物力学优势,但其生理效应各不相同,潜在的损伤风险,如下肢僵硬改变和关节负荷增加,需要仔细管理。个性化的鞋类技术方法对于最大化AFT的利益至关重要。
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引用次数: 0
The effect of caffeine mouth rinsing on tennis targeting performance: a randomized, double-blind, placebo-controlled, crossover study. 咖啡因漱口水对网球目标表现的影响:一项随机、双盲、安慰剂对照的交叉研究。
IF 1.3 4区 医学 Q3 SPORT SCIENCES Pub Date : 2026-02-01 Epub Date: 2025-11-21 DOI: 10.23736/S0022-4707.25.16983-1
Neşe Toktaş, Asuman Şahan, Cemile Balci, Mehmet A Özçelik, Kemal A Erman, Yaşar G Özkaya

Background: The effects of caffeine mouth rinsing on cognitive performance using a field-based approach have not yet been investigated. This study aimed to examine the effects of caffeine mouth rinsing on tennis targeting performance in young male recreational tennis players.

Methods: In total, 16 recreationally active young male tennis players (mean age: 22.03±1.74 years) were enrolled in this randomized, double-blind, placebo-controlled, crossover study. Test of groundstroke depth (TGD), test of groundstroke accuracy (TGA), test of volley depth (TVD), test of serve (TS) and tennis targeting performance (TTP), was assessed using the International Tennis Number (ITN) test. Interventions included 20 seconds of caffeine mouth rinsing (CMR: 300 mg/25 mL), placebo (PLA: 25 mL water), and a no-rinse control (CON) before each section of the ITN test. Data were analyzed using repeated measures ANOVA and Bonferroni post hoc tests, with a significance level of P≤0.05.

Results: Repeated measures ANOVA revealed a significant time-dependent difference in total tennis targeting performance scores obtained from the ITN test (P<0.01). Bonferroni post-hoc tests revealed that CMR significantly increased TGA, TVD and TTP scores. TTP points were increased in CMR group in a comparison with the PLA (147.06±26.23 vs. 130.25±20.38, P<0.001) and CON (147.06±26.23 vs. 129.19±22.27, P<0.01). TTP test scores were similar between PLA and CON (130.25±20.38 vs. 129.19±22.27, P>0.05).

Conclusions: Based on the total scores obtained from the ITN tests, the CMR intervention was found to improve tennis targeting performance in recreationally active tennis players.

背景:咖啡因漱口对认知表现的影响尚未被实地研究过。本研究旨在探讨咖啡因漱口水对年轻男性休闲网球运动员网球瞄准表现的影响。方法:本研究采用随机、双盲、安慰剂对照的交叉研究方法,共纳入16名年轻男性网球运动员(平均年龄:22.03±1.74岁)。采用国际网球号码(ITN)测试对击球深度(TGD)测试、击球精度(TGA)测试、截击深度(TVD)测试、发球(TS)测试和网球瞄准性能(TTP)进行评估。干预措施包括20秒的咖啡因漱口(CMR: 300毫克/25毫升),安慰剂(PLA: 25毫升水),以及在ITN测试的每个部分之前的无冲洗对照(CON)。资料分析采用重复测量方差分析和Bonferroni事后检验,显著性水平P≤0.05。结果:重复测量方差分析显示,ITN测试获得的总网球瞄准性能得分存在显著的时间依赖性差异(P0.05)。结论:基于ITN测试获得的总分,CMR干预可以提高娱乐性网球运动员的网球瞄准表现。
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引用次数: 0
Profiling Fireball Extreme Challenge™ athletes: an exploratory multidimensional study in an emerging co-ed sport. 剖析火球极限挑战™运动员:一项新兴的男女混合运动的探索性多维研究。
IF 1.3 4区 医学 Q3 SPORT SCIENCES Pub Date : 2026-01-29 DOI: 10.23736/S0022-4707.25.17557-9
Pablo T Ríos-Gallardo, Pedro J Gotoo-Vázquez, Jeannette López-Walle, Francisco J Mendoza-Farias, Martha O Figueroa-Jimenez, Samuel Montalvo

Background: Fireball Extreme ChallengeTM is a coeducational high-intensity intermittent-explosive sport that lacks normative performance data; this study aimed to create multidimensional athlete profiles and establish reference benchmarks to support talent identification and training prescription.

Methods: Twenty-one national-level athletes (13 males and 8 females; mean age 26.2±5.8 years) completed countermovement jump, one-repetition maximum strength assessment, bilateral handgrip testing, and the 30-15 intermittent fitness test under standardized indoor (21 °C, 50% relative humidity) and outdoor (37 °C, 68% relative humidity) field conditions representative of the athletes' typical training environment in coastal southern Mexico, recorded for ecological validity rather than thermal control. We calculated descriptive statistics and percentile distributions (25th, 50th, 75th), performed sex-stratified analyses adjusted for age, and conducted exploratory principal component and cluster analyses to examine interdomain associations and emergent performance groupings.

Results: Across all participants, the observed performance spectrum spanned a broad range of neuromuscular and metabolic capacities, with individual variability captured through percentile reference values (25th, 50th, 75th). The highest jump heights (up to 48 cm) and peak power outputs (≈2100 W) coexisted with moderate endurance and balanced heart rate responses, defining the multidimensional nature of Fireball Extreme Challenge™ performance. Sex-stratified distributions are presented descriptively but were not the primary analytical outcome. Principal component analysis identified two dominant performance domains-neuromuscular power and metabolic strain-explaining 59% of total variance. Hierarchical clustering revealed three mixed profiles that integrated both male and female athletes, illustrating overlapping phenotypes rather than categorical differences.

Conclusions: This study provides the first multidimensional performance profile of Fireball Extreme Challenge™ athletes, establishing normative reference percentiles and identifying key physical domains-neuromuscular power and metabolic capacity-that characterize success in this coeducational, high-intensity team sport. The derived phenotypic clusters highlight overlapping attributes between male and female athletes, reflecting the integrated dynamics of mixed-team performance. These findings offer a foundational framework for evidence-based training design, athlete monitoring, and future validation in larger international cohorts.

背景:火球极限挑战赛是一项男女同校的高强度间歇性爆发性运动,缺乏规范的成绩数据;本研究旨在建立多维运动员档案,并建立参考基准,以支持人才识别和训练处方。方法:21名国家级运动员(男13名,女8名);平均年龄26.2±5.8岁),在代表墨西哥南部沿海运动员典型训练环境的标准化室内(21°C, 50%相对湿度)和室外(37°C, 68%相对湿度)场地条件下完成反动作跳跃、一次重复最大力量评估、双侧握力测试和30-15间歇性体能测试,记录生态效度而不是热控制。我们计算了描述性统计和百分位分布(25、50、75),进行了性别分层分析,调整了年龄,并进行了探索性主成分分析和聚类分析,以检验域间关联和紧急绩效分组。结果:在所有参与者中,观察到的表现谱跨越了广泛的神经肌肉和代谢能力,通过百分位数参考值(第25、第50、第75)捕获了个体差异。最高跳跃高度(高达48厘米)和峰值功率输出(≈2100 W)与适度的耐力和平衡的心率反应共存,定义了火球极限挑战™性能的多维性。性别分层分布是描述性的,但不是主要的分析结果。主成分分析确定了两个主要的性能领域-神经肌肉力量和代谢应变-解释了总方差的59%。分层聚类揭示了男性和女性运动员的三种混合特征,说明了重叠的表型而不是分类差异。结论:这项研究提供了火球极限挑战™运动员的第一个多维表现概况,建立了规范的参考百分位数,并确定了关键的身体领域——神经肌肉力量和代谢能力——这是这项男女同校、高强度团队运动成功的特征。衍生的表型集群突出了男性和女性运动员之间的重叠属性,反映了混合团队表现的综合动态。这些发现为基于证据的训练设计、运动员监测和未来在更大的国际队列中的验证提供了基础框架。
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引用次数: 0
Relationship between muscle strength and muscle power of female artistic gymnasts on balance beam performance. 女子艺术体操运动员平衡木成绩中肌肉力量和力量的关系。
IF 1.3 4区 医学 Q3 SPORT SCIENCES Pub Date : 2026-01-29 DOI: 10.23736/S0022-4707.25.17463-X
Konstantina Papacharalampous, Costas G Dallas, Giorgos Karampatsos, Gerasimos Terzis, George C Dallas

Background: Artistic gymnastics (AG) is a sport that requires high percentages of muscle strength and power for successful execution of the exercises in various apparatus. However, studies investigating their relationship with rate of force development (RFD) as well as AG performance are limited. The purpose of the present research was to investigate the relationship between muscle strength, muscle power and RFD of lower extremities in isometric and dynamic measurement condition with performance on balance beam. A partial objective was to examine the relationship of lean mass with RFD and AG performance.

Methods: Thirteen competitive level female gymnasts, with an average age of 11.6 years participated in the research and were evaluated in terms of body composition, isometric leg press strength and RFD and countermovement jump (CMJ). In addition, balance beam routines were evaluated by four international judges. Pearson's r coefficient was used to investigate the correlation of the variables under consideration.

Results: There was no statistically significant correlation between force-time characteristics during isometric and dynamic assessment with balance beam performance (P>0.05). However, a strong correlation was found between total lean body mass (TLM) and power (r=0.985), relative power (RP) (r=0.933), max strength (MS) (r=0.727), and RFD 100 ms (r=643) and RFD 150 ms (r=0.896) during the CMJ. Furthermore, there was a strong correlation of bone density (BD) with power (r=0.903), MS (r=0.74), RFD 100 ms (r=0.735) and RFD 150 ms (r=0.883) time intervals in CMJ.

Conclusions: Balance beam performance is influenced by other physical factors and technical execution of exercises rather than lower limb strength characteristics.

背景:艺术体操(AG)是一项运动,需要高百分比的肌肉力量和力量,以成功地执行各种器械的练习。然而,研究它们与力发展率(RFD)和AG性能之间的关系是有限的。本研究旨在探讨在等长和动态测量条件下下肢肌力、肌力和RFD与平衡木成绩的关系。部分目的是研究瘦质量与RFD和AG性能的关系。方法:对13名平均年龄为11.6岁的竞技水平女子体操运动员进行身体组成、等长腿推力量、RFD和反动作跳(CMJ)评价。此外,平衡木动作由4名国际裁判进行评比。使用Pearson’s r系数来考察所考虑的变量之间的相关性。结果:等距和动态评估时的力-时间特征与平衡木成绩无统计学意义(P < 0.05)。然而,在CMJ期间,总瘦体质量(TLM)与力量(r=0.985)、相对力量(r=0.933)、最大力量(r=0.727)、RFD 100 MS (r=643)和RFD 150 MS (r=0.896)之间存在很强的相关性。此外,骨密度(BD)与CMJ的功率(r=0.903)、MS (r=0.74)、RFD 100 MS (r=0.735)和RFD 150 MS (r=0.883)时间间隔有很强的相关性。结论:平衡木成绩受其他身体因素和练习技术执行的影响,而不是受下肢力量特征的影响。
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引用次数: 0
Physical profiling of national talent pathway age-group and senior national basketball players from England. 英国国家篮球人才通道年龄层及国家篮球高级运动员体质特征分析。
IF 1.3 4区 医学 Q3 SPORT SCIENCES Pub Date : 2026-01-29 DOI: 10.23736/S0022-4707.25.17577-4
Thomas I Gee, Robert Crump, Steven N Rands, Mark D Williams

Background: The aim of this study was to conduct physical profiling within national talent pathway age-group and senior national male and female England basketball players.

Methods: In total 235 players (male, 124; female, 111) from squads U14, U15, U16, U18, and senior featured. The testing battery featured; anthropometrics, countermovement jump (CMJ), 10-m sprint, modified 5-0-5 change of direction test.

Results: There were no differences in CMJ (P=0.659) between female groups (29.9-33.0 cm). CMJ was significantly different across male groups (P<0.001), senior players having a greater jump height (45.3 cm) than U14, U15 and U16 (P<0.05). There were no differences in 10-m sprint time for female (1.95-2.01 s) (P=0.469) and male groups (1.74-1.83 s) (P=0.055). There were significant differences within both female and male groups for 5-0-5L and 5-0-5R (P<0.001) with U14 and U15 females being slower (+0.12 to +0.20 s) and male performance showing a linear improvement with group age, U14 being slower than all other groups (+0.07 to +0.27 s). Significant correlations existed for both sexes between CMJ and 10-m (males; -0.582, females; -0.699) and between CMJ and both 5-0-5L (males: -0.397, females: -0.375) and 5-0-5R (males: -0.454, females: -0.370) (P<0.001).

Conclusions: The study's data and findings can be used to inform practice and guide the long-term strategy regarding physical development of talented young basketball players particularly within the national talent pathway in England.

背景:本研究的目的是对国家人才通道年龄组和英格兰国家队高级男女篮球运动员进行体能分析。方法:选取U14、U15、U16、U18和成年特征队球员235名,其中男124名,女111名。测试电池的特点;人体测量学,反向跳跃(CMJ), 10米短跑,改良5-0-5变向试验。结果:女性组(29.9 ~ 33.0 cm) CMJ差异无统计学意义(P=0.659)。结论:本研究的数据和发现可用于指导有天赋的青少年篮球运动员身体发展的长期战略,特别是在英国的国家人才路径中。
{"title":"Physical profiling of national talent pathway age-group and senior national basketball players from England.","authors":"Thomas I Gee, Robert Crump, Steven N Rands, Mark D Williams","doi":"10.23736/S0022-4707.25.17577-4","DOIUrl":"https://doi.org/10.23736/S0022-4707.25.17577-4","url":null,"abstract":"<p><strong>Background: </strong>The aim of this study was to conduct physical profiling within national talent pathway age-group and senior national male and female England basketball players.</p><p><strong>Methods: </strong>In total 235 players (male, 124; female, 111) from squads U14, U15, U16, U18, and senior featured. The testing battery featured; anthropometrics, countermovement jump (CMJ), 10-m sprint, modified 5-0-5 change of direction test.</p><p><strong>Results: </strong>There were no differences in CMJ (P=0.659) between female groups (29.9-33.0 cm). CMJ was significantly different across male groups (P<0.001), senior players having a greater jump height (45.3 cm) than U14, U15 and U16 (P<0.05). There were no differences in 10-m sprint time for female (1.95-2.01 s) (P=0.469) and male groups (1.74-1.83 s) (P=0.055). There were significant differences within both female and male groups for 5-0-5L and 5-0-5R (P<0.001) with U14 and U15 females being slower (+0.12 to +0.20 s) and male performance showing a linear improvement with group age, U14 being slower than all other groups (+0.07 to +0.27 s). Significant correlations existed for both sexes between CMJ and 10-m (males; -0.582, females; -0.699) and between CMJ and both 5-0-5L (males: -0.397, females: -0.375) and 5-0-5R (males: -0.454, females: -0.370) (P<0.001).</p><p><strong>Conclusions: </strong>The study's data and findings can be used to inform practice and guide the long-term strategy regarding physical development of talented young basketball players particularly within the national talent pathway in England.</p>","PeriodicalId":17013,"journal":{"name":"Journal of Sports Medicine and Physical Fitness","volume":" ","pages":""},"PeriodicalIF":1.3,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146086109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Creatine alone is not enough: the need for rigorous evidence in older populations. 单独使用肌酸是不够的:需要在老年人群中提供严格的证据。
IF 1.3 4区 医学 Q3 SPORT SCIENCES Pub Date : 2026-01-29 DOI: 10.23736/S0022-4707.25.17624-X
Marco Machado
{"title":"Creatine alone is not enough: the need for rigorous evidence in older populations.","authors":"Marco Machado","doi":"10.23736/S0022-4707.25.17624-X","DOIUrl":"https://doi.org/10.23736/S0022-4707.25.17624-X","url":null,"abstract":"","PeriodicalId":17013,"journal":{"name":"Journal of Sports Medicine and Physical Fitness","volume":" ","pages":""},"PeriodicalIF":1.3,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146086111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sport specialization, injury and illness: a prospective study of elite female adolescent soccer players. 运动专业化、损伤与疾病:优秀青少年女子足球运动员的前瞻性研究。
IF 1.3 4区 医学 Q3 SPORT SCIENCES Pub Date : 2026-01-22 DOI: 10.23736/S0022-4707.25.17535-X
Andrew Watson, Kristin Haraldsdottir

Background: Although cross-sectional evidence exists regarding the association between sport specialization and health outcomes, sport-specific, prospective research is lacking. The aim of this study was to determine the relationship between sport specialization status and in-season injury and illness risk in elite female adolescent soccer players.

Methods: 80 female youth soccer players (ages 13-18) from a local youth soccer organization underwent preseason evaluation of maximal aerobic capacity (VO2max) and sport specialization and provided self-reporting of daily training load (session-rating of perceived exertion), injury and illness for two four-month competitive soccer seasons. Mixed effects logistic regression models were used to predict individual injury and illness (yes/no) during the study period, using sport specialization, age, and training load as fixed effects and individual athlete as a random effect.

Results: Specialized (N.=46) athletes did not differ from non-specialized (N.=34) athletes with respect to age, preseason physical activity, VO2max or in-season training load (all P>0.05). 28 athletes participated in both years, representing 108 player-years. No differences were seen in the proportion of individuals from each group that reported an in-season injury (specialized = 25% vs. 20%, P=0.55) or illness (46% v 38%, P=0.41). After adjusting for age and training load, individual injuries (OR=0.86 [0.26, 2.8], P=0.81) and illnesses were not significantly predicted by specialization (OR=1.06 [0.45, 2.5], P=0.89).

Conclusions: After adjusting for age and training load, late sport specialization was not associated with in-season injury or illness risk in elite female soccer players.

背景:尽管存在关于运动专业化与健康结果之间关联的横断面证据,但缺乏针对运动的前瞻性研究。摘要本研究旨在探讨优秀青少年女子足球运动员运动专业化状况与赛季伤病风险的关系。方法:80名来自当地青少年足球组织的女性青少年足球运动员(13-18岁)在两个为期4个月的竞争性足球赛季中进行了季前最大有氧能力(VO2max)和运动专业化评估,并提供了每日训练负荷(感知运动强度的训练等级)、损伤和疾病的自我报告。采用混合效应logistic回归模型预测研究期间个体损伤和疾病(是/否),以运动专业、年龄和训练负荷为固定效应,运动员个体为随机效应。结果:专业运动员(n =46)与非专业运动员(n =34)在年龄、季前体能活动、最大摄氧量、季内训练负荷方面均无显著差异(P < 0.05)。28名运动员参加了这两届比赛,代表了108个运动员年。报告赛季受伤(专业= 25% vs. 20%, P=0.55)或疾病(46% vs 38%, P=0.41)的个体比例没有差异。在调整年龄和训练负荷后,专业对个体损伤(OR=0.86 [0.26, 2.8], P=0.81)和疾病的预测不显著(OR=1.06 [0.45, 2.5], P=0.89)。结论:在调整了年龄和训练负荷后,优秀女足运动员的后期运动专业化与赛季损伤或疾病风险无关。
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引用次数: 0
The three musketeers of the runner's calf: gastrocnemius, soleus and plantaris muscle. 跑步者小腿的三个“火枪手”:腓肠肌、比目鱼肌和跖肌。
IF 1.3 4区 医学 Q3 SPORT SCIENCES Pub Date : 2026-01-20 DOI: 10.23736/S0022-4707.25.17635-4
Angelo V Vasiliadis, George Noussios, Aikaterini Vassiou, Theodore Troupis
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引用次数: 0
Comparison of thoracic spine range of motion in different types of sports and relationship to low back pain. 不同运动类型胸椎活动度的比较及其与腰痛的关系
IF 1.3 4区 医学 Q3 SPORT SCIENCES Pub Date : 2026-01-20 DOI: 10.23736/S0022-4707.25.17480-X
Takuya Kasamasu, Yuko Ishida, Takahiro Hayami, Riho Uematsu, Junzo Fujitani, Yasuyoshi Mase, Koichi Sairyo

Background: Reduced hip joint mobility increases lumbar spine stress, leading to disorders. However, the impact of thoracic spine mobility on lumbar spine disorders remains unclear, as do sport-specific differences in thoracic mobility.

Methods: Participants were male athletes aged ≥18 years (26 baseball, 50 rugby, 20 handball, 33 gymnastics). Thoracic spine flexion, extension, and total ROM were measured using a Spinal Mouse, and rotation ROM using an inclinometer. Study 1 examined thoracic ROM differences among sports. Study 2 classified rugby players and gymnasts based on presence or absence of low back pain (LBP) in the past 6 months and compared thoracic ROM.

Results: In Study 1, thoracic flexion ROM was lower in handball than in baseball and rugby. Thoracic extension ROM was greatest in gymnastics. Total thoracic ROM was lowest in handball and highest in gymnastics. Thoracic rotation was greater in baseball than rugby or handball on both sides. In gymnastics, dominant-side rotation was greater than rugby, and non-dominant-side rotation was greater than rugby and handball. In Study 2, rugby players with LBP had reduced thoracic flexion ROM, while gymnasts with LBP had reduced total thoracic ROM.

Conclusions: This study found that thoracic spine ROM differs by sport and is decreased in athletes with LBP, suggesting thoracic ROM is important for treating LBP in athletes.

背景:髋关节活动度降低会增加腰椎压力,导致疾病。然而,胸椎活动度对腰椎疾病的影响尚不清楚,胸椎活动度的运动特异性差异也不清楚。方法:参与者为年龄≥18岁的男性运动员(棒球运动员26岁,橄榄球运动员50岁,手球运动员20岁,体操运动员33岁)。使用脊柱鼠测量胸椎屈曲、伸展和总ROM,使用倾角计测量旋转ROM。研究1检查了不同运动的胸廓ROM差异。研究2将橄榄球运动员和体操运动员根据过去6个月是否存在腰痛(LBP)进行分类,并比较胸椎关节活动度。结果:研究1中,手球运动员胸椎屈曲关节活动度低于棒球和橄榄球运动员。在体操运动中,胸廓伸展ROM最大。胸椎总活动量手球最低,体操最高。在棒球运动中,胸部两侧的旋转比橄榄球或手球要大。在体操项目中,优势侧旋转大于橄榄球,非优势侧旋转大于橄榄球和手球。在研究2中,患有腰痛的橄榄球运动员的胸椎屈曲ROM减少,而患有腰痛的体操运动员的胸椎ROM则减少。结论:本研究发现,胸椎ROM因运动而异,在患有腰痛的运动员中有所减少,表明胸椎ROM对治疗运动员的腰痛很重要。
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引用次数: 0
Injury risk and workload analysis in elite adolescent female volleyball players using machine learning. 利用机器学习分析优秀青少年女排运动员的受伤风险和工作量。
IF 1.3 4区 医学 Q3 SPORT SCIENCES Pub Date : 2026-01-01 DOI: 10.23736/S0022-4707.25.16744-3
Théo Bouzigues, Robin Candau, Sami Äyrämö, Olivier Maurelli, Jacques Prioux

Background: This study investigates the key variables influencing injury occurrence in elite-level female volleyball players. It aims to evaluate three hypotheses: (1) the quantification of workload using the "System Training Response" score provides a superior explanation and prediction of injury occurrence compared to traditional methods such as sum or mean; (2) both menses and external workload serve as primary variables that explain injury occurrence; and (3) non-linear models yield better explanatory and predictive capabilities for injury occurrence than linear models.

Methods: Nineteen elite female volleyball players were monitored throughout a 190-day competitive season, during which various training-related parameters were collected. These parameters included internal and external workload quantification and menses data. To analyze and predict injury occurrence, machine learning techniques were employed, with a particular emphasis on Random Forest models.

Results: The Random Forest model demonstrated superior performance in describing injury occurrence, achieving an area under the receiver operating characteristic curve of 0.87. Key variables identified as significant contributors to injury occurrence included the players' age, menses status, and the percentage of intense jumps executed. Furthermore, the cross-validation procedure conducted on a reserved portion of the dataset yielded positive results, with an area under the receiver operating characteristic curve of 0.74, indicating a good generalization performance of the model.

Conclusions: The findings of this study suggest that intense training prior to performance may increase the risk of injury, while older players appear to exhibit a lower risk of injury. These insights highlight the importance of tailored training strategies that consider both physiological factors and individual player profiles to mitigate injury risks in elite female volleyball athletes, including the presence or absence of menstruation with associated discomfort, which appears to be a relevant factor.

背景:本研究旨在探讨影响优秀女排运动员损伤发生的关键因素。本研究旨在评估三个假设:(1)与传统方法(如总和或平均值)相比,使用“系统训练反应”分数量化工作量提供了更好的解释和预测伤害发生的方法;(2)月经和外部负荷是解释损伤发生的主要变量;(3)非线性模型对损伤发生的解释和预测能力优于线性模型。方法:对19名优秀女排运动员进行为期190天的赛季监测,收集各项训练相关参数。这些参数包括内部和外部工作量量化和月经数据。为了分析和预测伤害发生,采用了机器学习技术,特别强调随机森林模型。结果:随机森林模型在描述损伤发生方面表现出优越的性能,在接收者工作特征曲线下的面积达到0.87。被确定为伤害发生的重要因素的关键变量包括球员的年龄、月经状况和执行剧烈跳跃的百分比。此外,对数据集的保留部分进行交叉验证得到了积极的结果,接收者工作特征曲线下的面积为0.74,表明模型具有良好的泛化性能。结论:本研究的结果表明,比赛前的高强度训练可能会增加受伤的风险,而年龄较大的运动员似乎表现出较低的受伤风险。这些见解强调了量身定制的训练策略的重要性,该策略考虑了生理因素和个人球员的特点,以减轻优秀女排运动员的受伤风险,包括是否有月经和相关的不适,这似乎是一个相关因素。
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引用次数: 0
期刊
Journal of Sports Medicine and Physical Fitness
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