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Effects of 5-Wk Repeated Sprint Training in Hypoxia on Global Inspiratory and Core Muscle Functions. 低氧条件下5周重复短跑训练对全身吸气和核心肌功能的影响。
IF 2.4 2区 医学 Q2 SPORT SCIENCES Pub Date : 2024-12-01 DOI: 10.52082/jssm.2024.767
Qingde Shi, Jinlei Nie, Tomas K Tong, Haifeng Zhang, Zhaowei Kong

Repeated-sprint training in hypoxia (RSH) has been shown to boost team-sport players' repeated-sprint ability (RSA). Whether players' global inspiratory muscle (IM) and core muscle (CM) functions would be altered concomitantly with RSH was not reported. This study was designed to compare the concomitant alternations in players' RSA and their IM and CM functions during a team-sport-specific intermittent exercise protocol (IEP) before and after the intervention. Twenty players were assigned into either RSH or control (CON) groups (n = 10 for each). RSH players participated in 5-wk RSH (15 sessions, 3 sets 5x5-s all-out treadmill sprints interspersed with 25-s passive recovery under the hypoxia of 13.5%) while CON players had no corresponding training. The changes in RSA between pre- and post-intervention, and the alterations in IM and CM functions that were revealed by maximum inspiratory mouth pressure (PImax) and sport-specific endurance plank test (SEPT) performance, respectively, between pre- and post-IEP and across pre- and post-intervention in the RSH group were compared with that of CON. Following the 5-wk RSH, players' RSA improved significantly (>6%, p < 0.05) while PImax and SEPT performance did not alter (P > 0.05). Nevertheless, PImax which declined markedly in pre-intervention IEP (pre-IEP 155.4 ± 22.7 vs post-IEP 140.6 ± 22.8 cmH2O, p < 0.05) was alleviated significantly in post-intervention IEP (152.2 ± 27.4 vs 152.6 ± 31.8, p > 0.05), while the concomitant declined SEPT performance in the pre-intervention IEP (155 ± 24.6 vs 98.1 ± 21.7 s, p < 0.05) was retained post intervention (170.7 ± 38.1 vs 100.5 ± 33.4, p < 0.05). For the CON, all variables were unchanged (p > 0.05). Such findings suggest that 5-wk RSH could enhance players' RSA but not global IM and CM functions. Nonetheless, the decline in PImax in pre-intervention IEP alleviated significantly post intervention led to a postulation that players' IM endurance, rather than strength, might improve with the 5-wk RSH regimen, while the possible improved IM endurance did not advance the fatigue resistance of CM.

缺氧条件下的重复冲刺训练(RSH)已被证明可以提高团队运动员的重复冲刺能力(RSA)。运动员的全身吸气肌(IM)和核心肌(CM)功能是否会随RSH而改变尚未见报道。本研究旨在比较在团队运动间歇运动方案(IEP)干预前后运动员的RSA、IM和CM功能的变化。20名参与者被分配到RSH组或对照组(CON)组(每组n = 10)。RSH组进行为期5周的RSH(15次,3组5x5-s的跑步机全力冲刺,中间穿插25-s的被动恢复,缺氧率为13.5%),CON组没有进行相应的训练。RSH组与对照组比较干预前后RSA的变化,以及iep前后和干预前后最大吸气口压(PImax)和运动特异性耐力平板支撑测试(SEPT)成绩所显示的IM和CM功能的变化。RSH 5周后,运动员的RSA显著提高(>6%,p < 0.05),而PImax和SEPT成绩没有变化(p > 0.05)。然而,干预前IEP中的PImax(155.4±22.7 vs 140.6±22.8 cmH2O, p < 0.05)在干预后IEP中显著下降(152.2±27.4 vs 152.6±31.8,p < 0.05),而干预后IEP中伴随的SEPT下降(155±24.6 vs 98.1±21.7 s, p < 0.05)保留在干预后(170.7±38.1 vs 100.5±33.4,p < 0.05)。CON的所有变量均无变化(p < 0.05)。这些结果表明,5周的RSH可以提高球员的RSA功能,但不能提高整体IM和CM功能。然而,干预前IEP中PImax的下降在干预后显著缓解,这导致了一种假设,即5周RSH方案可能会提高运动员的IM耐力,而不是力量,而可能提高的IM耐力并没有提高CM的疲劳抵抗能力。
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引用次数: 0
The Effect of Combined Strength, Plyometric, and Sprint Training on Repeated Sprint Ability in Team-Sport Athletes: A Systematic Review and Meta-Analysis. 力量训练、增强训练和冲刺训练对团队运动运动员重复冲刺能力的影响:系统回顾和meta分析。
IF 2.4 2区 医学 Q2 SPORT SCIENCES Pub Date : 2024-12-01 DOI: 10.52082/jssm.2024.718
Hengxian Liu, Rui Li, Wen Zheng, Rodrigo Ramirez-Campillo, Eduardo Sáez de Villarreal, Mingxin Zhang

Repeated sprint ability (RSA) is crucial for success in team sports, and involves both neuromuscular and metabolic factors. While single-mode training (SGL; e.g., sprint training) and combined training (CT; e.g., sprint + plyometric) can improve RSA, whether CT offers additional benefits compared to SGL or active controls maintaining routine training (CON) remains uncertain in team-sport athletes. This study evaluates the effect of CT versus SGL and CON on the RSA of team-sport athletes. A comprehensive search was conducted in five electronic databases. Thirteen studies involving 394 males and 28 females, aged 14 to 26 years, were included. The random effects model for meta-analyses revealed greater improvement in RSA mean after CT compared to SGL (Hedge's g effect size [g] = -0.46; 95 % confidence interval [CI]: -0.82, -0.10; p < 0.01) and CON (g = -1.39; 95% CI: -2.09, -0.70; p < 0.01). CT also improved RSA best compared to CON (g = -1.17; 95% CI: -1.58, -0.76; p < 0.01). The GRADE analyses revealed low- to very-low certainty of evidence in all meta-analyses. Subgroup analysis revealed that plyometric + sprint training yielded greater RSA mean (g = -1.46) and RSA best (g = -1.35) improvement than plyometric + resistance + sprint training and resistance + sprint training. The effects of CT on RSA did not differ according to age (≥ 18 vs. < 18), sports (e.g., soccer vs. basketball vs. handball), or RSA test type (linear sprint vs. sprint with change-of-direction). Studies showed an overall high risk of bias (ROB 2). In conclusion, CT may be improving team-sport athletes' RSA more effectively than SGL (small effect size) and CON (large effect size), particularly when CT involves plyometric + sprint training.

重复冲刺能力(RSA)对团队运动的成功至关重要,涉及神经肌肉和代谢因素。而单模训练(SGL;例如,短跑训练)和组合训练(CT;例如,短跑+增强运动)可以改善RSA,相比于SGL或维持常规训练(CON)的主动控制,CT是否有额外的好处,在团队运动运动员中仍不确定。本研究评估了CT与SGL和CON对团队运动运动员RSA的影响。在五个电子数据库中进行了全面的搜索。纳入13项研究,涉及394名男性和28名女性,年龄在14至26岁之间。meta分析的随机效应模型显示,与SGL相比,CT后RSA平均值的改善更大(Hedge's g效应大小[g] = -0.46;95%置信区间[CI]: -0.82, -0.10;p < 0.01)和CON (g = -1.39;95% ci: -2.09, -0.70;P < 0.01)。与CON相比,CT对RSA的改善效果最好(g = -1.17;95% ci: -1.58, -0.76;P < 0.01)。GRADE分析显示,所有meta分析的证据确定性都很低或很低。亚组分析显示,增强训练+冲刺训练比增强训练+阻力训练+冲刺训练和阻力训练+冲刺训练产生更大的RSA平均(g = -1.46)和RSA最佳(g = -1.35)改善。CT对RSA的影响不受年龄(≥18 vs < 18)、运动(如足球、篮球、手球)或RSA测试类型(线性冲刺vs改变方向冲刺)的影响。研究显示总体偏倚风险较高(ROB 2)。总之,CT可能比SGL(小效应量)和CON(大效应量)更有效地改善团队运动运动员的RSA,特别是当CT涉及增强训练+冲刺训练时。
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引用次数: 0
Immediate Effects of Calf Tissue Flossing on Ankle Joint Torque and Dorsiflexion Range of Motion in Healthy Individuals: A Randomized Controlled Crossover Trial. 小腿组织牙线对健康个体踝关节扭矩和背屈活动范围的直接影响:一项随机对照交叉试验。
IF 2.4 2区 医学 Q2 SPORT SCIENCES Pub Date : 2024-12-01 DOI: 10.52082/jssm.2024.778
Yuto Sano, Masashi Kawabata, Keito Nakatani, Yuto Uchida, Yuto Watanabe, Yusuke Tsuihiji, Daisuke Ishii, Tomonori Kenmoku, Hiroyuki Watanabe, Naonobu Takahira

Tissue flossing involves wrapping a rubber band around a muscle group for a few minutes while performing joint motion, enhancing ankle joint torque and range of motion. As limited ankle dorsiflexion range of motion and plantar flexion muscle weakness are risk factors for sports injury, assessing the therapeutic effects of tissue flossing is important. This study aimed to evaluate the immediate effects of calf tissue flossing on enhancing ankle joint torque and dorsiflexion range of motion. We conducted a randomized controlled crossover trial involving 19 healthy adult males who received two interventions (low and high-pressure tissue flossing bands) and a control condition (underwrap). Each intervention was applied for 2 minutes on the non-dominant calf, with 5-10 days between sessions. A pressure sensor placed on the posterior calf monitored the wrapping compression force. The intervention exercise comprised six voluntary isometric contractions of the ankle at three angles (20° plantar flexion, neutral 0°, and 10° dorsiflexion) for 3 seconds each using a dynamometer. The maximal isometric ankle plantar flexion torque and dorsiflexion range of motion were evaluated pre- and post-intervention. Significant interactions were observed in ankle plantar flexion torque at 10° dorsiflexion (p < 0.01) but not at 0° or 20° plantar flexion. The low- and high-pressure bands significantly enhanced ankle plantar flexion torque by 4.3 Nm (effect size [ES]: 0.14, p = 0.02) and 4.9 Nm (ES: 0.15, p < 0.05), respectively, and also enhanced the ankle dorsiflexion range of motion by 1.7° (ES: 0.43, p < 0.01) and 1.3° (ES: 0.35, p = 0.02), respectively, compared to the control. The low- and high-pressure band conditions had comparable effects on torque and range of motion. A few minutes of the calf tissue flossing intervention significantly enhanced ankle plantar flexion torque and dorsiflexion range of motion, although the effect sizes were trivial to small.

组织牙线是指用橡皮筋在肌肉群上缠绕几分钟,同时进行关节运动,增强踝关节的扭矩和活动范围。由于踝关节背屈活动范围受限和足底屈曲肌无力是运动损伤的危险因素,因此评估组织牙线的治疗效果非常重要。本研究旨在评估小腿组织牙线对提高踝关节扭矩和背屈运动范围的直接影响。我们进行了一项随机对照交叉试验,涉及19名健康成年男性,他们接受两种干预(低压和高压组织牙线带)和一种对照条件(underwrap)。每次干预在非优势小腿上应用2分钟,每次干预间隔5-10天。放置在小腿后部的压力传感器监测包裹的压缩力。干预练习包括6次踝关节自愿等距收缩,每次3秒,使用测力仪进行3个角度(足底屈20°,中性0°和背屈10°)。评估干预前后的最大等距踝关节、足底屈曲力矩和背屈运动范围。在踝关节背屈10°时观察到显著的相互作用(p < 0.01),但在0°或20°足底屈时没有观察到显著的相互作用。与对照组相比,低压带和高压带分别显著增加了4.3 Nm(效应值[ES]: 0.14, p = 0.02)和4.9 Nm(效应值[ES]: 0.15, p < 0.05),踝关节背屈运动范围分别增加了1.7°(效应值[ES]: 0.43, p < 0.01)和1.3°(效应值:0.35,p = 0.02)。低压和高压带条件对扭矩和运动范围的影响相当。几分钟的小腿组织牙线干预显着提高踝关节足底屈曲扭矩和背屈运动范围,尽管效应大小从微不足道到很小。
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引用次数: 0
Smaller Formats of Volleyball Lead to Greater Improvements in Lower Limb Strength and Power, As Well As Reductions in Landing Forces: A Randomized Controlled Study in Girls. 小尺寸的排球运动在下肢力量和力量方面有更大的提高,同时也减少了落地力:一项针对女孩的随机对照研究。
IF 2.4 2区 医学 Q2 SPORT SCIENCES Pub Date : 2024-12-01 DOI: 10.52082/jssm.2024.872
YuQing Duan, Li Wang, Qi Liu, Wanyu Huang

The purpose of this study was to compare the adaptations in muscular strength, power, and landing forces of young female volleyball players enrolled in two experimental programs: one using smaller formats of the game (SFG) and the other using larger formats of the game (LFG), with a third group serving as a control. This study employed a randomized controlled design, with an 8-week intervention period and pre- and post-intervention evaluations. Fifty-six trained/developmental participants (age: 14.7 ± 0.5 years) voluntarily participated in this study. Each experimental group received additional training twice a week. The SFG group participated in 2v2 and 3v3 formats on smaller courts (covering 2/6 of the court's available zones) with a regular net, while the LFG group played in 4v4 and 5v5 formats on larger courts (covering 4/6 of the court's available zones). Assessments were conducted using force platforms and included the following tests: (i) isometric mid-thigh pull test (IMTP), measuring peak force; (ii) squat jump test (SJ), measuring peak force; (iii) countermovement jump test (CMJ), measuring peak power and landing force; and (iv) drop jump test (DJT), measuring the reactive strength index. Significant differences emerged post-intervention across all outcomes (p < 0.05). The SFG exhibited significantly greater IMTP peak force compared to both the LFG (p = 0.012) and control groups (p = 0.035). Additionally, the SFG showed significantly greater SJ peak force than the LFG (p = 0.036) and control groups (p = 0.023). Regarding CMJ peak power, significantly higher values were observed in the SFG compared to the LFG (p = 0.042) and control groups (p = 0.046). Moreover, the SFG had significantly lower CMJ peak landing force than both the LFG (p = 0.049) and control groups (p = 0.046). Finally, RSI was significantly higher in the SFG than in the LFG (p = 0.046) and control groups (p = 0.036). This study highlights the significant benefits of incorporating 2v2 and 3v3 SFG formats to enhance muscular strength, power, and landing forces in young female volleyball players, contrasting with less effective outcomes observed with 4v4 and 5v5 LFG formats, suggesting potential neuromuscular advantages crucial for improving volleyball performance.

本研究的目的是比较参加两个实验项目的年轻女排球运动员在肌肉力量、力量和着陆力方面的适应性:一组使用较小的游戏格式(SFG),另一组使用较大的游戏格式(LFG),第三组作为对照。本研究采用随机对照设计,干预期为8周,干预前后进行评估。56名训练/发展参与者(年龄:14.7±0.5岁)自愿参加本研究。每个实验组每周接受两次额外训练。SFG组在较小的场地(覆盖2/6的球场可用区域)使用常规网进行2v2和3v3比赛,而LFG组在较大的场地(覆盖4/6的球场可用区域)进行4v4和5v5比赛。使用力平台进行评估,包括以下测试:(i)等距大腿中部拉力测试(IMTP),测量峰值力;(ii)蹲跳试验(SJ),测量峰值力;(iii)反运动跳跃试验(CMJ),测量峰值功率和落地力;(iv)落跳试验(DJT),测定反应强度指标。所有结果在干预后均出现显著差异(p < 0.05)。与LFG组(p = 0.012)和对照组(p = 0.035)相比,SFG组表现出更大的IMTP峰值力。此外,SFG组的SJ峰值力显著高于LFG组(p = 0.036)和对照组(p = 0.023)。关于CMJ峰值功率,SFG组明显高于LFG组(p = 0.042)和对照组(p = 0.046)。此外,SFG组的CMJ峰值着陆力显著低于LFG组(p = 0.049)和对照组(p = 0.046)。最后,SFG组RSI显著高于LFG组(p = 0.046)和对照组(p = 0.036)。本研究强调,与4v4和5v5 LFG格式观察到的效果较差的结果相比,采用2v2和3v3 LFG格式在增强年轻女排球运动员的肌肉力量、力量和着陆力方面有显著的好处,表明潜在的神经肌肉优势对提高排球成绩至关重要。
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引用次数: 0
The Combination of Motor Imagery and Post-Activation Performance Enhancement is Efficient to Emphasize the Effects of Warm-Up on Sport-Specific Performance. 运动意象与激活后行为增强相结合是强调热身对运动特定行为影响的有效方法。
IF 2.4 2区 医学 Q2 SPORT SCIENCES Pub Date : 2024-12-01 DOI: 10.52082/jssm.2024.834
Valentin Rumeau, Sidney Grospretre, Nicolas Babault

Motor imagery (MI) or post-activation performance enhancement (PAPE) have shown acute benefits for sports performance. The aim of the present study was to investigate the cumulative effects of MI and PAPE when combined within a warm-up routine. Ten men boxers participated in this study. They underwent four experimental sessions composed of a standardized warm-up followed by 1) maximal leg press extensions (CONTROL-PAPE), 2) mental imagery of force and sprint tasks (CONTROL-MI), 3) maximal leg press extensions followed by mental imagery of force and sprint tasks (PAPE-MI) and 4) mental imagery of force and sprint tasks followed by then maximal leg press extensions (MI-PAPE). Post-tests consisted of boxing reaction time, average and maximal boxing force, maximal handgrip strength, repeated sprint ability and the NASA-TLX fatigue questionnaire. No difference was obtained between PAPE-MI and MI-PAPE for the different measurements. Compared to CONTROL-PAPE and CONTROL-MI, both the PAPE-MI and MI-PAPE significantly enhanced boxing average force (P < 0.05) and repeated sprint ability (P < 0.01). Compared to CONTROL-PAPE, both the PAPE-MI and MI-PAPE increased boxing reaction time (P < 0.05), PAPE-MI increased the handgrip strength (P < 0.05) and MI-PAPE increased boxing maximal force (P < 0.01). Compared to CONTROL-MI, both the PAPE-MI and MI-PAPE increased boxing maximal force (P < 0.001), handgrip strength (0 < 0.01) and MI-PAPE increased boxing reaction time (P < 0.05). The NASA-TLX questionnaire was not affected by the warm-up modalities (P = 0.442). Combining PAPE-MI and MI-PAPE protocols within the warm-up produced cumulative positive effects on acute muscular performance without increasing subjective fatigue. PAPE-MI and MI-PAPE are both interesting modalities for optimizing warm-up routines.

运动意象(MI)或激活后性能增强(PAPE)已显示出对运动表现的急性益处。本研究的目的是研究MI和PAPE在热身过程中结合使用的累积效应。10名男子拳击手参加了这项研究。他们接受了四个实验,包括标准化的热身,然后是1)最大腿部按压延伸(CONTROL-PAPE), 2)力和冲刺任务的心理意象(CONTROL-MI), 3)最大腿部按压延伸,然后是力和冲刺任务的心理意象(PAPE-MI), 4)力和冲刺任务的心理意象,然后是最大腿部按压延伸(MI-PAPE)。后测包括拳击反应时间、平均和最大拳击力、最大握力、重复冲刺能力和NASA-TLX疲劳问卷。PAPE-MI和MI-PAPE在不同测量值上没有差异。与CONTROL-PAPE和CONTROL-MI相比,PAPE-MI和MI-PAPE均显著提高了拳击平均力(P < 0.05)和重复冲刺能力(P < 0.01)。与CONTROL-PAPE相比,PAPE-MI和MI-PAPE均增加了拳击反应时间(P < 0.05), PAPE-MI增加了握力(P < 0.05), MI-PAPE增加了拳击最大力(P < 0.01)。与CONTROL-MI相比,PAPE-MI和MI-PAPE均增加了拳击最大力量(P < 0.001),握力(0 < 0.01),MI-PAPE增加了拳击反应时间(P < 0.05)。NASA-TLX问卷不受热身方式的影响(P = 0.442)。在热身中结合PAPE-MI和MI-PAPE方案对急性肌肉表现产生累积的积极影响,而不会增加主观疲劳。PAPE-MI和MI-PAPE都是优化热身程序的有趣模式。
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引用次数: 0
Quantitative Analysis of Quadriceps Forces in Adolescent Females during Running with Infrapatellar Straps. 青少年女性髌下绑带跑步时股四头肌力量的定量分析。
IF 2.4 2区 医学 Q2 SPORT SCIENCES Pub Date : 2024-12-01 DOI: 10.52082/jssm.2024.787
Xueying Zhang, Weiyan Ren, Xingyue Wang, Jie Yao, Fang Pu

Osgood-Schlatter disease (OSD) is caused by high, repetitive, and continuous traction exerted by the quadriceps on the tibial tuberosity, primarily occurring in adolescents. Infrapatellar straps are commonly recommended for its prevention and treatment, yet their impact on quadriceps forces in adolescents remains unstudied. Furthermore, current research on OSD predominantly focuses on adolescent males, with limited attention to adolescent females, despite similar incidence rates in both groups. This study aimed to quantify the quadriceps forces during running, both with and without infrapatellar straps, in adolescent females. Kinematic data, ground reaction forces, and electromyography (EMG) data of knee muscles from 16 adolescent females were recorded as they ran at self-selected speeds with and without infrapatellar straps. OpenSim was employed to estimate quadriceps activations and forces, from which accumulated forces were derived. The simulation's reliability was validated by calculating the correlation between muscle activations obtained from OpenSim and EMG data, which revealed a strong correlation. Wearing infrapatellar straps during running decreased the peak and accumulated forces of the quadriceps (p < 0.001, and p < 0.001, respectively). The significant reduction in accumulated forces was associated with decreased vastus muscle forces during the stance phase (p = 0.002, p = 0.003, and p = 0.016 for vastus lateralis, vastus medialis, and vastus intermedius, respectively). The use of infrapatellar straps had limited effect on the rectus femoris muscle forces. The reliability of the simulation was validated through EMG data. Wearing infrapatellar straps may reduce the load exerted on the tibial tuberosity by decreasing vastus muscle forces during the stance phase. Adolescents aiming to reduce excessive rectus femoris muscle forces due to a shortened or tight rectus femoris, which may contribute to the occurrence of OSD, might experience limited benefits from wearing infrapatellar straps.

osgood - schater病(OSD)是由股四头肌对胫骨结节施加高、重复和持续的牵拉引起的,主要发生在青少年。髌下绑带通常被推荐用于预防和治疗,但其对青少年股四头肌力量的影响仍未研究。此外,目前关于OSD的研究主要集中在青春期男性,对青春期女性的关注有限,尽管两组的发病率相似。本研究旨在量化青春期女性在有或没有髌下绑带的情况下跑步时的股四头肌力量。记录了16名青少年女性在自行选择的速度下带和不带髌下带跑步时膝盖肌肉的运动数据、地面反作用力和肌电图(EMG)数据。使用OpenSim估计股四头肌的激活和力,并由此得出累积力。通过计算OpenSim获得的肌肉激活与肌电图数据之间的相关性,验证了仿真的可靠性。跑步时佩戴髌下带可以降低股四头肌的峰值力和累积力(p < 0.001和p < 0.001)。累积力量的显著减少与站立阶段股肌力量的减少有关(分别为股外侧肌、股内侧肌和股中间肌的p = 0.002、p = 0.003和p = 0.016)。髌下绑带对股直肌力量的影响有限。通过肌电数据验证了仿真的可靠性。在站立阶段,佩戴髌下带可以通过减少股肌力量来减少施加在胫骨粗隆上的负荷。青少年的目标是减少因股直肌缩短或紧绷而导致的过度股直肌力量,这可能会导致OSD的发生,佩戴髌下绑带的好处可能有限。
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引用次数: 0
The Restorative Effects of Nature Exposure on The Self-Regulation Resources in Mentally Fatigued Soccer Players: A Randomized Controlled Trial. 自然暴露对精神疲劳足球运动员自我调节资源的恢复作用:一项随机对照试验。
IF 2.4 2区 医学 Q2 SPORT SCIENCES Pub Date : 2024-12-01 DOI: 10.52082/jssm.2024.882
He Sun, Kim Geok Soh, Alireza Mohammadi, Zakaria Toumi, Runzhen Chang, Jun Jiang

Interventions involving exposure to nature can increase self-regulatory resources. However, this improvement has never been examined in mentally fatigued soccer players who have insufficient resources to self-regulate and maintain specific performances. The present study aims to investigate how exposure to nature influences the self-regulation capability of university soccer players who are mentally fatigued. The participants aged 18-24 years (M = 20.73 ± 2.00), with an average training duration of 5.14 ± 1.31 years, were randomly divided into six different groups (three experimental groups and three control groups). Each experimental group was compared with its corresponding control group using three different intervention durations: 4.17 min, 8.33 min, and 12.50 min. A forty-five-minute Stroop task was used to induce mental fatigue, followed by the intervention. The indicators of self-regulation, both physiological (heart rate variability, or HRV) and psychological (competitive state anxiety), were recorded. Experimental Group 3 (12.50 min intervention) only showed significant improvement in HRV (p = 0.008, d = 0.93), competitive state anxiety (cognitive and somatic anxiety p = 0.019, d = 0.86; state confidence p = 0.041, d = 0.797) compared to control group 3. Nature exposure significantly improves self-regulation in mentally fatigued soccer players. Specifically, the 12.50 min intervention showed the greatest improvements in both HRV and competitive state anxiety, suggesting that a longer duration of nature exposure enhances mental restoration more effectively.

涉及接触自然的干预措施可以增加自我调节资源。然而,这种改善从未在没有足够资源来自我调节和保持特定表现的精神疲劳足球运动员中进行过研究。本研究旨在探讨自然环境对大学生足球运动员心理疲劳自我调节能力的影响。年龄18 ~ 24岁,M = 20.73±2.00,平均训练时间5.14±1.31年,随机分为6个不同的组(3个实验组和3个对照组)。每个实验组与相应的对照组采用三种不同的干预时间进行比较:4.17分钟、8.33分钟和12.50分钟。采用45分钟的Stroop任务诱导精神疲劳,然后进行干预。记录自我调节指标,包括生理指标(心率变异性,HRV)和心理指标(竞争状态焦虑)。实验组3(干预12.50 min)仅在HRV (p = 0.008, d = 0.93)、竞争状态焦虑(认知焦虑和躯体焦虑p = 0.019, d = 0.86;状态置信度p = 0.041, d = 0.797)。暴露在自然环境中可以显著提高足球运动员的自我调节能力。具体来说,12.50分钟的干预在HRV和竞争状态焦虑方面都显示出最大的改善,这表明更长时间的自然暴露更有效地促进了精神恢复。
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引用次数: 0
Prediction of Perceived Exertion Ratings in National Level Soccer Players Using Wearable Sensor Data and Machine Learning Techniques. 使用可穿戴传感器数据和机器学习技术预测国家级足球运动员的感知运动等级。
IF 2.4 2区 医学 Q2 SPORT SCIENCES Pub Date : 2024-12-01 DOI: 10.52082/jssm.2024.744
Robert Leppich, Philipp Kunz, André Bauer, Samuel Kounev, Billy Sperlich, Peter Düking

This study aimed to identify relationships between external and internal load parameters with subjective ratings of perceived exertion (RPE). Consecutively, these relationships shall be used to evaluate different machine learning models and design a deep learning architecture to predict RPE in highly trained/national level soccer players. From a dataset comprising 5402 training sessions and 732 match observations, we gathered data on 174 distinct parameters, encompassing heart rate, GPS, accelerometer data and RPE (Borg's 0-10 scale) of 26 professional male professional soccer players. Nine machine learning algorithms and one deep learning architecture was employed. Rigorous preprocessing protocols were employed to ensure dataset equilibrium and minimize bias. The efficacy and generalizability of these models were evaluated through a systematic 5-fold cross-validation approach. The deep learning model exhibited highest predictive power for RPE (Mean Absolute Error: 1.08 ± 0.07). Tree-based machine learning models demonstrated high-quality predictions (Mean Absolute Error: 1.15 ± 0.03) and a higher robustness against outliers. The strongest contribution to reducing the uncertainty of RPE with the tree-based machine learning models was maximal heart rate (determining 1.81% of RPE), followed by maximal acceleration (determining 1.48%) and total distance covered in speed zone 10-13 km/h (determining 1.44%). A multitude of external and internal parameters rather than a single variable are relevant for RPE prediction in highly trained/national level soccer players, with maximum heart rate having the strongest influence on RPE. The ExtraTree Machine Learning model exhibits the lowest error rates for RPE predictions, demonstrates applicability to players not specifically considered in this investigation, and can be run on nearly any modern computer platform.

本研究旨在确定外部和内部负荷参数与主观感知运动(RPE)评分之间的关系。随后,这些关系被用来评估不同的机器学习模型,并设计一个深度学习架构来预测训练有素/国家级足球运动员的RPE。从包含5402次训练和732场比赛观察的数据集中,我们收集了26名职业男性足球运动员的174个不同参数的数据,包括心率、GPS、加速度计数据和RPE(博格0-10量表)。采用了9种机器学习算法和1种深度学习架构。采用严格的预处理协议,以确保数据集平衡和最小化偏差。通过系统的5倍交叉验证方法评估这些模型的有效性和普遍性。深度学习模型对RPE的预测能力最高(平均绝对误差:1.08±0.07)。基于树的机器学习模型显示出高质量的预测(平均绝对误差:1.15±0.03)和对异常值更高的鲁棒性。使用基于树的机器学习模型对降低RPE不确定性的最大贡献是最大心率(确定RPE的1.81%),其次是最大加速度(确定1.48%)和速度区域10-13 km/h覆盖的总距离(确定1.44%)。与训练有素/国家级足球运动员的RPE预测相关的是大量的外部和内部参数,而不是单一的变量,其中最大心率对RPE的影响最大。ExtraTree机器学习模型在RPE预测中显示出最低的错误率,证明了在本调查中没有特别考虑的玩家的适用性,并且可以在几乎任何现代计算机平台上运行。
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引用次数: 0
Effect of Ischemic Preconditioning on Endurance Running Performance in the Heat. 缺血预处理对高温下耐力跑表现的影响。
IF 2.4 2区 医学 Q2 SPORT SCIENCES Pub Date : 2024-12-01 DOI: 10.52082/jssm.2024.799
Anjie Wang, Chansol Hurr

Ischemic preconditioning (IPC) is a strategy that may enhances endurance performance in thermoneutral environments. Exercising in the heat increases thermoregulatory and cardiovascular strain, decreasing endurance performance. The current study aimed to determine whether IPC administration improves endurance performance in the heat. In a randomized crossover design, 12 healthy subjects (V̇O2max: 54.4 ± 8.1 mL·kg-1·min-1) underwent either IPC administration (220 mmHg) or a sham treatment (20 mmHg), then completed a moderate-intensity 6-min running (EX1) and a high-intensity time-to-exhaustion running test (EX2) in a hot environment (35 °C, 50 % RH). Cardiac function, oxygen consumption (V̇O2), and core body temperature (TCORE) were measured. During EX2, IPC administration increased the total running time in the heat compared to the sham treatment (IPC: 416.4 ± 61.9 vs. sham 389.3 ± 40.7 s, P = 0.027). IPC administration also increased stroke volume (IPC: 150.4 ± 17.5 vs. sham: 128.2 ± 11.6 ml, P = 0.008) and cardiac output (IPC: 27.4 ± 1.7 vs. sham: 25.1 ± 2.2 ml min-1, P = 0.007) during 100% isotime of EX2. End-exercise V̇O2 (IPC: 3.72 ± 0.85 vs. sham: 3.54 ± 0.87 L·min-1, P = 0.017) and slow phase amplitude (IPC: 0.57 ± 0.17 vs. sham: 0.72 ± 0.22 L·min-1, P = 0.016) were improved. When compared with the baseline period, an increase in TCORE was less in the IPC condition during EX1 (IPC: 0.18 ± 0.06 vs. sham: 0.22 ± 0.08 °C, P = 0.005) and EX2 (IPC: 0.87 ± 0.10 vs. sham: 1.03 ± 0.10 °C, P < 0.001). IPC improves high-intensity endurance performance in the heat by 6.9 %. This performance benefit could be associated with improved cardiac and thermoregulatory function engendered by IPC administration.

缺血预处理(IPC)是一种在热中性环境下提高耐力表现的策略。在高温下锻炼会增加体温调节和心血管压力,降低耐力表现。目前的研究旨在确定IPC是否能提高高温下的耐力表现。在随机交叉设计中,12名健康受试者(V * O2max: 54.4±8.1 mL·kg-1·min-1)分别接受IPC给药(220 mmHg)或假治疗(20 mmHg),然后在高温环境(35°C, 50% RH)中完成6分钟中等强度跑步(EX1)和高强度疲劳时间跑步(EX2)。测定心功能、耗氧量(V / O2)、核心体温(TCORE)。在EX2期间,与假手术组相比,IPC组在高温下的总运行时间增加(IPC: 416.4±61.9 s vs假手术组389.3±40.7 s, P = 0.027)。IPC也增加了EX2 100%等时的脑卒中量(IPC: 150.4±17.5,假手术:128.2±11.6 ml, P = 0.008)和心输出量(IPC: 27.4±1.7,假手术:25.1±2.2 ml, P = 0.007)。运动末期V / O2 (IPC: 3.72±0.85 vs假手术:3.54±0.87 L·min-1, P = 0.017)和慢相幅度(IPC: 0.57±0.17 vs假手术:0.72±0.22 L·min-1, P = 0.016)均有改善。与基线期相比,IPC组在EX1 (IPC: 0.18±0.06 vs假手术:0.22±0.08°C, P = 0.005)和EX2 (IPC: 0.87±0.10 vs假手术:1.03±0.10°C, P < 0.001)期间TCORE的增加较少。IPC将高温下的高强度耐力性能提高了6.9%。这种性能优势可能与IPC管理引起的心脏和体温调节功能的改善有关。
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引用次数: 0
Validity and Reliability of OpenPose-Based Motion Analysis in Measuring Knee Valgus during Drop Vertical Jump Test. 基于 OpenPose 的运动分析法在测量垂足立定跳远测试中膝内翻的有效性和可靠性
IF 2.4 2区 医学 Q2 SPORT SCIENCES Pub Date : 2024-09-01 DOI: 10.52082/jssm.2024.515
Takumi Ino, Mina Samukawa, Tomoya Ishida, Naofumi Wada, Yuta Koshino, Satoshi Kasahara, Harukazu Tohyama

OpenPose-based motion analysis (OpenPose-MA), utilizing deep learning methods, has emerged as a compelling technique for estimating human motion. It addresses the drawbacks associated with conventional three-dimensional motion analysis (3D-MA) and human visual detection-based motion analysis (Human-MA), including costly equipment, time-consuming analysis, and restricted experimental settings. This study aims to assess the precision of OpenPose-MA in comparison to Human-MA, using 3D-MA as the reference standard. The study involved a cohort of 21 young and healthy adults. OpenPose-MA employed the OpenPose algorithm, a deep learning-based open-source two-dimensional (2D) pose estimation method. Human-MA was conducted by a skilled physiotherapist. The knee valgus angle during a drop vertical jump task was computed by OpenPose-MA and Human-MA using the same frontal-plane video image, with 3D-MA serving as the reference standard. Various metrics were utilized to assess the reproducibility, accuracy and similarity of the knee valgus angle between the different methods, including the intraclass correlation coefficient (ICC) (1, 3), mean absolute error (MAE), coefficient of multiple correlation (CMC) for waveform pattern similarity, and Pearson's correlation coefficients (OpenPose-MA vs. 3D-MA, Human-MA vs. 3D-MA). Unpaired t-tests were conducted to compare MAEs and CMCs between OpenPose-MA and Human-MA. The ICCs (1,3) for OpenPose-MA, Human-MA, and 3D-MA demonstrated excellent reproducibility in the DVJ trial. No significant difference between OpenPose-MA and Human-MA was observed in terms of the MAEs (OpenPose: 2.4° [95%CI: 1.9-3.0°], Human: 3.2° [95%CI: 2.1-4.4°]) or CMCs (OpenPose: 0.83 [range: 0.99-0.53], Human: 0.87 [range: 0.24-0.98]) of knee valgus angles. The Pearson's correlation coefficients of OpenPose-MA and Human-MA relative to that of 3D-MA were 0.97 and 0.98, respectively. This study demonstrated that OpenPose-MA achieved satisfactory reproducibility, accuracy and exhibited waveform similarity comparable to 3D-MA, similar to Human-MA. Both OpenPose-MA and Human-MA showed a strong correlation with 3D-MA in terms of knee valgus angle excursion.

基于 OpenPose 的运动分析(OpenPose-MA)利用深度学习方法,已成为估算人体运动的一项引人注目的技术。它解决了传统三维运动分析(3D-MA)和基于人类视觉检测的运动分析(Human-MA)的相关缺点,包括昂贵的设备、耗时的分析和有限的实验设置。本研究旨在以三维运动分析为参考标准,评估 OpenPose-MA 与 Human-MA 相比的精确度。研究涉及 21 名年轻健康的成年人。OpenPose-MA 采用了 OpenPose 算法,这是一种基于深度学习的开源二维(2D)姿势估计方法。人体姿势评估由一名熟练的理疗师进行。OpenPose-MA和Human-MA使用相同的额面视频图像计算落体垂直跳跃任务中的膝外翻角度,并将3D-MA作为参考标准。利用各种指标来评估不同方法之间膝外翻角度的重现性、准确性和相似性,包括类内相关系数(ICC)(1, 3)、平均绝对误差(MAE)、波形模式相似性的多重相关系数(CMC)和皮尔逊相关系数(OpenPose-MA vs. 3D-MA, Human-MA vs. 3D-MA )。对 OpenPose-MA 和 Human-MA 之间的 MAE 和 CMC 进行了非配对 t 检验。在 DVJ 试验中,OpenPose-MA、Human-MA 和 3D-MA 的 ICCs (1,3) 均显示出极佳的重现性。在膝关节外翻角度的 MAEs(OpenPose:2.4° [95%CI:1.9-3.0°],Human:3.2° [95%CI:2.1-4.4°])或 CMCs(OpenPose:0.83 [范围:0.99-0.53],Human:0.87 [范围:0.24-0.98])方面,OpenPose-MA 和 Human-MA 之间没有观察到明显差异。与 3D-MA 相比,OpenPose-MA 和人体-MA 的皮尔逊相关系数分别为 0.97 和 0.98。这项研究表明,OpenPose-MA 的再现性和准确性令人满意,其波形相似性与 3D-MA 相当,与人体-MA 相似。在膝外翻角偏移方面,OpenPose-MA 和人体-MA 与 3D-MA 都显示出很强的相关性。
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引用次数: 0
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Journal of Sports Science and Medicine
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