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Effects of different lifting strategies during resistance training on lower body function in untrained adult women: a comparison between 6-weeks of 10% velocity loss and standard resistance training. 阻力训练中不同的举重策略对未训练的成年女性下体功能的影响:6周10%速度损失与标准阻力训练的比较
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1705675
Matic Sašek, Hana Golob, Nejc Šarabon

Introduction: This study investigated whether velocity-based resistance training provides additional benefits to lower limb performance compared to standard exercise execution.

Methods: Twenty untrained adult women (37-55 years) were randomly assigned to two resistance training groups to perform resistance training with three sets of four lower body exercises per week for 6 weeks. The number of repetitions and lifting velocity differed between the groups. One group performed lower body exercises with maximal intent and a 10% velocity loss threshold termination (VB10%; n = 10), while the other group performed 10 repetitions at a standard 1:2 s concentric:eccentric tempo (STD; n = 10). The number of repetitions was recorded during the sessions. Before and after the intervention, power, muscular endurance and dynamic stability of the lower limbs were assessed using the mean propulsive velocity (MPV) and power (MPP) at 70% one-repetition maximum in the squat and deadlift, the Y-balance test (YBT) and the 30-second sit-to-stand test (STS), respectively. A two-way analysis of variance was used to assess the effects of time, group, and their interaction.

Results: The difference between 10 repetitions in the STD and repetitions in the VB10% was assessed using a one-sample t-test. Both groups significantly improved MPP, MPV, YBT and STS [mean difference (MD) ≥5.4%; effect size (ES) ≥0.6]. Although 2.5-2.7 less repetitions were performed in VB10%, the improvements in MPP and MPV were slightly greater (ES ≥ 1.2 vs. ≥ 0.8). Conversely, STS and YBT improved more in STD (ES ≥ 0.4 vs. ≥ 1.0).

Discussion: Regardless of the lifting method used, the training intervention improved lower limb power, muscular endurance and dynamic stability, indicating that resistance training is an effective strategy for enhancing these capacities in untrained adult women. Using 10% threshold may be a more time-efficient strategy for improving lower-limb power in this population and could represent a promising approach for mitigating early declines in power over time.

简介:本研究调查了与标准运动执行相比,基于速度的阻力训练是否对下肢表现有额外的好处。方法:将20名未经训练的成年女性(37 ~ 55岁)随机分为2个抗阻训练组,每周进行3组4组的下半身练习,持续6周。两组之间的重复次数和举速存在差异。一组以最大意图和10%速度损失阈值终止(VB10%; n = 10)进行下体运动,另一组以标准1:2 s同心:偏心节奏(STD; n = 10)重复10次。在训练过程中记录重复次数。在干预前后,分别采用深蹲和硬举、y -平衡测试(YBT)和30秒坐立测试(STS)中70%最大单次重复时的平均推进速度(MPV)和动力(MPP)来评估下肢的力量、肌肉耐力和动态稳定性。采用双向方差分析来评估时间、群体及其相互作用的影响。结果:采用单样本t检验评估STD中10次重复与VB10%中重复的差异。两组MPP、MPV、YBT、STS均显著改善[平均差值(MD)≥5.4%;效应量(ES)≥0.6]。虽然VB10%的重复次数减少了2.5-2.7次,但MPP和MPV的改善略大(ES≥1.2 vs≥0.8)。相反,STS和YBT对性病的改善更大(ES≥0.4 vs≥1.0)。讨论:无论使用哪种举重方法,训练干预都能提高下肢力量、肌肉耐力和动态稳定性,这表明阻力训练是提高未受过训练的成年女性这些能力的有效策略。使用10%的阈值可能是提高该人群下肢力量的更节省时间的策略,并且可能是缓解早期力量随时间下降的有希望的方法。
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引用次数: 0
Profiling measures of muscle strength and power throughout a 156 km ultra-trail running event. 在156公里的超越野跑中测量肌肉力量和力量。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1734785
Adrian Markov, Ben J Edwards, Arnaud Goutorbe, Sonia Gilli, Marcel Lemire, Anh Phong Nguyen, Benoit Mauvieux

Purpose: Ultra-endurance performance involves complex neuromuscular demands, yet continuous in-race assessment of strength and power development is lacking. This study examined the first-ever continuous profile of neuromuscular fatigue throughout an entire ultra-trail race to understand fatigue mechanisms and inform training and pacing strategies.

Methods: Fifty-five participants (43 men, 12 women; 45.2 ± 13.6 years) attempted six identical 26 km laps with 1,000 m elevation gain and loss per lap, 14 did not complete the course. Maximum knee-extensor and handgrip strength, peak-power output, and jump-height were measured pre-race, after each lap, and 12 h post-race using standardized protocols and linear mixed models.

Results: Knee-extensor strength decreased by ∼41% from pre-race to finish (p < .001), with substantial recovery (Δ26%-27%) at 12 h post-race. Handgrip strength showed minimal overall decline (Δ∼2%-5%), suggesting fatigue localized to the lower limbs. Peak-power and jump-height declined gradually (Δ6%-7% from early laps; p < .001). Critically, no significant relationship existed between the magnitude of strength loss and final ranking (early and late finishers showed no differences in strength profiles). However, participants who withdrew at lap 5 displayed substantially lower baseline strength (Δ27%; p = .004) and progressive strength declines compared to finishers, suggesting baseline neuromuscular capacity may influence completion likelihood.

Conclusion: Continuous in-race profiling reveals that ultra-trail running induces substantial and predominantly peripheral neuromuscular fatigue in the lower limbs, with limited systemic effects. While strength loss magnitude does not predict race placement among finishers, lower baseline strength may increase non-completion risk. These findings underscore the importance of targeted strength training and metabolite-clearance strategies (e.g., glycogen replenishment, hydration, recovery) in ultra-endurance preparation.

目的:超耐力表现涉及复杂的神经肌肉需求,但缺乏持续的比赛中力量和力量发展评估。本研究首次在整个超越野赛中检查神经肌肉疲劳的连续概况,以了解疲劳机制并为训练和配速策略提供信息。方法:55名参与者(43名男性,12名女性;45.2±13.6岁)尝试了6个相同的26公里圈,每圈海拔增加和减少1000米,14人没有完成比赛。使用标准化协议和线性混合模型测量了比赛前、每圈后和比赛后12小时的最大膝关节伸肌和握力、峰值功率输出和跳跃高度。结果:在比赛后12小时,膝盖伸肌强度从赛前到终点下降了~ 41% (p Δ26%-27%)。手部握力显示最小的整体下降(Δ ~ 2%-5%),表明疲劳局限于下肢。峰值功率和跳高逐渐下降(Δ6%-7%从早期圈;p Δ27%; p =。与完赛者相比,强度逐渐下降,表明基线神经肌肉容量可能影响完赛可能性。结论:连续的比赛中分析显示,超越野跑会引起下肢明显的周围神经肌肉疲劳,而全身影响有限。虽然强度损失的大小不能预测完赛者的比赛名次,但较低的基线强度可能会增加未完成比赛的风险。这些发现强调了有针对性的力量训练和代谢物清除策略(例如,糖原补充,水合作用,恢复)在超耐力准备中的重要性。
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引用次数: 0
Editorial: Adaptive eating behaviors and energy intake: coping strategies and their impact on health and performance. 编辑:适应性饮食行为和能量摄入:应对策略及其对健康和表现的影响。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1746671
Caio Eduardo Gonçalves Reis, Ragami Chaves Alves, Wilson Max Almeida Monteiro de Moraes
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引用次数: 0
Framing the reframing: empirical and theoretical foundations for moving from physically active learning to movement-centred pedagogy. 框架重构:从身体主动学习到以运动为中心的教学法的经验和理论基础。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1712844
Mathias Brekke Mandelid

In the ever-evolving field of physically active learning, a growing body of research has drawn attention to the difficulties of translating research findings into sustainable practices in school. One reason for this may be that the field has been research-led and primarily underpinned by health discourses. To overcome these challenges, some researchers have proposed the reframing of physically active learning as movement-centred pedagogy. However, although movement-centred pedagogy was first introduced as a more holistic term envisioned to encompass broader movement, pedagogy, and educational purposes, there is still a need to frame the reframing. This article thus explores the empirical and theoretical foundations for moving from physically active learning to movement-centred pedagogy. Based on three aspects: (1) the research case, (2) the educational case, and (3) the agency case, the article proposes that movement-centred pedagogy can represent a more empirically neutral term with potential to extend the field's theoretical foundation and create a more coherent combination and synthesis of health and educational disciplines in schools. Based on this, the article proposes defining movement-centred pedagogy as the utilisation of movement in educational activities to support pupils' growth through the process of learning. The article discusses the term movement-centred pedagogy and its contribution as well as its limitations to the field.

在不断发展的身体主动学习领域,越来越多的研究提请注意将研究成果转化为学校可持续实践的困难。造成这种情况的一个原因可能是,该领域一直以研究为主导,主要由卫生论述支撑。为了克服这些挑战,一些研究人员提出将身体主动学习重新定义为以运动为中心的教学法。然而,尽管以运动为中心的教育学最初是作为一个更全面的术语引入的,设想包含更广泛的运动、教育学和教育目的,但仍有必要对其进行框架重构。因此,本文探讨了从身体主动学习转向以运动为中心的教学法的经验和理论基础。基于三个方面:(1)研究案例,(2)教育案例,(3)代理案例,本文提出以运动为中心的教育学可以代表一个更经验中立的术语,有可能扩展该领域的理论基础,并在学校中创造更连贯的健康和教育学科的组合和综合。基于此,本文建议将以运动为中心的教学法定义为在教育活动中利用运动来支持学生通过学习过程的成长。本文讨论了“运动中心教学法”这一术语及其在教育学领域的贡献和局限性。
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引用次数: 0
Transitioning to life after sport: empowering former college varsity athletes to live more healthfully. 过渡到运动后的生活:赋予前大学代表队运动员更健康的生活。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1713432
Linda B Piacentine, Taylor L Wolf, Jacob J Capin
<p><strong>Introduction: </strong>The transition out of competitive sport comes with a range of psychosocial challenges for athletes, particularly when retirement is involuntary (e.g., due to injury). Little is known about the health of former athletes who often manage prior injuries and changing biopsychosocial factors.</p><p><strong>Purpose: </strong>Identify the unique experiences of varsity athletes during college and as they transition to life after college sports and determine the facilitators, barriers, and needs of college varsity athletes to engage in a physically active and healthy lifestyle after competitive sport retirement.</p><p><strong>Methods: </strong>Thirty former college varsity athletes (15F, 15M; mean age 23 ± 1 yrs; BMI: 26 ± 4 kg/m<sup>2</sup>) who finished competing approximately 2 weeks to 2 years prior participated in semi-structured, qualitative interviews asking open-ended questions describing their experiences as college athletes and their transition to life after college sports. Interview topics centered on physical and psychological health, physical activity and exercise, diet, the overall transition experience including ways in which athletes felt well equipped or poorly equipped for life after sport, and what could have facilitated their transition to life after collegiate athletics. Researchers conducted coding and thematic analysis using an iterative and collaborative approach until no new themes were constructed.</p><p><strong>Findings: </strong>Most athletes participated in National Collegiate Athletic Association (NCAA) Division I (87%) or III (10%) sports. Athletes represented a variety of sports with Volleyball (<i>N</i> = 7), Soccer (<i>N</i> = 6), and Track & Field (<i>N</i> = 6) more common than others. Three main themes were constructed: (1) College athlete uniqueness; (2) Transitioning to life after college sport; and 3) Empowering former athletes to live more healthfully. Despite many unique and beneficial experiences of college athletes, the highly scheduled lives of college athletes led to a post-retirement loss of structure and support, negatively impacting those without a clear post-college sports plan and social network. Former athletes described pain and soreness that often lessened or resolved after a few months of no longer competing in sports. Athletes expressed how they could have been empowered to live more healthfully in the transition away from college athletics including guidance on nutrition, managing prior injuries, and exercising for general health rather than sports performance.</p><p><strong>Discussion: </strong>Competitive athletes have unique experiences that both equip and challenge them as they transition away from structured sport environments and the associated support systems. Former athletes identified several key factors that may facilitate a healthier transition, including guidance on exercising for general health, managing pain and prior injuries, nutrition, and social su
从竞技体育的过渡给运动员带来了一系列的心理挑战,特别是当退役是非自愿的(例如,由于受伤)。人们对前运动员的健康知之甚少,他们经常要处理先前的伤害和改变生物心理社会因素。目的:确定大学代表队运动员在大学期间和大学运动后过渡到生活的独特经历,并确定大学代表队运动员在竞技体育退役后从事积极和健康的生活方式的促进因素,障碍和需求。方法:30名前大学代表队运动员(15F, 15M,平均年龄23±1岁,BMI: 26±4 kg/m2)在大约2周至2年前结束比赛,参与半结构化定性访谈,询问开放式问题,描述他们作为大学运动员的经历以及他们在大学运动后的生活过渡。访谈主题集中在身体和心理健康,身体活动和锻炼,饮食,整体过渡经验,包括运动员在运动后的生活中感觉装备良好或装备不足的方式,以及什么可以促进他们过渡到大学体育后的生活。研究人员使用迭代和协作的方法进行编码和主题分析,直到没有新的主题被构建。研究结果:大多数运动员参加全国大学体育协会(NCAA)一级(87%)或三级(10%)运动。运动员代表了各种运动,其中排球(N = 7),足球(N = 6)和田径(N = 6)比其他运动更常见。构建了三个主题:(1)大学生运动员的独特性;(2)大学运动后的生活过渡;3)让退役运动员更健康地生活。尽管大学运动员有许多独特和有益的经历,但大学运动员高度安排的生活导致退役后的结构和支持的丧失,对那些没有明确的大学后体育计划和社会网络的人产生负面影响。前运动员表示,在不再参加体育比赛几个月后,疼痛和酸痛往往会减轻或消失。运动员们表示,在远离大学体育运动的过渡中,他们本可以更健康地生活,包括营养指导、处理先前的伤害、为了一般健康而不是运动表现而锻炼。讨论:竞技运动员有独特的经验,既装备和挑战他们,因为他们从结构化的运动环境和相关的支持系统过渡。前运动员确定了几个可能促进更健康过渡的关键因素,包括一般健康运动指导、疼痛管理和既往损伤、营养和社会支持。了解运动员从竞技运动中过渡的需求将更好地为医疗保健提供者提供咨询、教育和治疗运动员的最佳长期健康。
{"title":"Transitioning to life after sport: empowering former college varsity athletes to live more healthfully.","authors":"Linda B Piacentine, Taylor L Wolf, Jacob J Capin","doi":"10.3389/fspor.2025.1713432","DOIUrl":"10.3389/fspor.2025.1713432","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Introduction: &lt;/strong&gt;The transition out of competitive sport comes with a range of psychosocial challenges for athletes, particularly when retirement is involuntary (e.g., due to injury). Little is known about the health of former athletes who often manage prior injuries and changing biopsychosocial factors.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Purpose: &lt;/strong&gt;Identify the unique experiences of varsity athletes during college and as they transition to life after college sports and determine the facilitators, barriers, and needs of college varsity athletes to engage in a physically active and healthy lifestyle after competitive sport retirement.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;Thirty former college varsity athletes (15F, 15M; mean age 23 ± 1 yrs; BMI: 26 ± 4 kg/m&lt;sup&gt;2&lt;/sup&gt;) who finished competing approximately 2 weeks to 2 years prior participated in semi-structured, qualitative interviews asking open-ended questions describing their experiences as college athletes and their transition to life after college sports. Interview topics centered on physical and psychological health, physical activity and exercise, diet, the overall transition experience including ways in which athletes felt well equipped or poorly equipped for life after sport, and what could have facilitated their transition to life after collegiate athletics. Researchers conducted coding and thematic analysis using an iterative and collaborative approach until no new themes were constructed.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Findings: &lt;/strong&gt;Most athletes participated in National Collegiate Athletic Association (NCAA) Division I (87%) or III (10%) sports. Athletes represented a variety of sports with Volleyball (&lt;i&gt;N&lt;/i&gt; = 7), Soccer (&lt;i&gt;N&lt;/i&gt; = 6), and Track & Field (&lt;i&gt;N&lt;/i&gt; = 6) more common than others. Three main themes were constructed: (1) College athlete uniqueness; (2) Transitioning to life after college sport; and 3) Empowering former athletes to live more healthfully. Despite many unique and beneficial experiences of college athletes, the highly scheduled lives of college athletes led to a post-retirement loss of structure and support, negatively impacting those without a clear post-college sports plan and social network. Former athletes described pain and soreness that often lessened or resolved after a few months of no longer competing in sports. Athletes expressed how they could have been empowered to live more healthfully in the transition away from college athletics including guidance on nutrition, managing prior injuries, and exercising for general health rather than sports performance.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Discussion: &lt;/strong&gt;Competitive athletes have unique experiences that both equip and challenge them as they transition away from structured sport environments and the associated support systems. Former athletes identified several key factors that may facilitate a healthier transition, including guidance on exercising for general health, managing pain and prior injuries, nutrition, and social su","PeriodicalId":12716,"journal":{"name":"Frontiers in Sports and Active Living","volume":"7 ","pages":"1713432"},"PeriodicalIF":2.6,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12832800/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146062628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intra and inter variation in training load, recovery state and technical-tactical performance across a standard microcycle in Sub-elite youth football players. 亚精英青少年足球运动员训练负荷、恢复状态和技战术表现在一个标准微周期内的内部和内部变异。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1720353
Pedro Afonso, Pedro Forte, Luís Branquinho, Ricardo Ferraz, Nuno Domingos Garrido, José Eduardo Teixeira

Introduction: Monitoring youth football requires integrating physical, perceptual, recovery, and tactical dimensions. However, evidence in younger sub-elite cohorts (U11-U13) remains scarce. This study aimed to analyze intra and inter variation in external load, internal load, recovery, and technical-tactical indicators across a competitive microcycle, comparing U11 and U13 sub-elite players. We hypothesized that (i) the match would elicit the highest objective intensities, while training would be perceived as more demanding, and (ii) U13 players would outperform U11 in high-intensity and tactical outcomes, whereas U11 would show higher perceived exertion and greater motor irregularity.

Methods: Forty male sub-elite players (U11 = 30; U13 = 10) were monitored across a competitive microcycle (MD-4 to MD). External load was assessed via GPS (TD, AvS, HSR, HID, sprints, MRS, ACC, DEC), internal load through HR (U13 only) and session-RPE, recovery via TQR, and technical-tactical performance using FUT-SAT (DMI, MEI).

Results: The match elicited the highest intensities in HSR, MRS, AvS, and HID, while all training sessions were perceived as ∼400 AU more demanding in sRPE than MD. U13 players outperformed U11 in intensity-and velocity-based measures (HSR +166%, sprints +150%, MRS +5%), while U11 showed higher TD (+10%), ACC (+23%), DEC (+29%), and sRPE (+6%). HR data in U13 revealed greater Z5 exposure in MD-4 vs. MD-1 and higher Z2 time on MD-1. In the tactical domain, U13 displayed superior offensive coverage effectiveness in both DMI and MEI, with no differences in other principles.

Discussion: These findings demonstrate that the microcycle followed a structured pattern, with matches concentrating objective intensity and training sessions eliciting greater perceived effort. Practically, training for U11 should emphasize motor efficiency and load regulation, while U13 programs should target high-intensity capacity and tactical coordination. Over time, integrating multidimensional monitoring (GPS, sRPE, TQR, FUT-SAT) may guide coaches in aligning training stimuli with long-term development goals, bridging physical, perceptual, and tactical competencies in sub-elite youth football.

简介:监控青少年足球需要综合体能、知觉、恢复和战术等方面。然而,在更年轻的亚精英群体(U11-U13)中的证据仍然很少。本研究旨在比较U11和U13次精英球员在竞技微周期内的外负荷、内负荷、恢复和技战术指标的内部和内部变化。我们假设(i)比赛将引起最高的客观强度,而训练将被认为是更苛刻的;(ii) U13球员将在高强度和战术结果上优于U11,而U11将表现出更高的感知消耗和更大的运动不规则性。方法:对40名男性亚精英运动员(U11 = 30; U13 = 10)进行了一个竞技微周期(MD-4至MD)的监测。外部负荷通过GPS (TD、AvS、HSR、HID、sprint、MRS、ACC、DEC)评估,内部负荷通过HR(仅U13)和会话rpe评估,恢复通过TQR评估,技术战术表现使用FUT-SAT (DMI、MEI)评估。结果:比赛在HSR、MRS、AvS和HID中引发了最高的强度,而所有训练课程在sRPE方面的要求都比MD高约400 AU。U13运动员在强度和速度方面的表现优于U11 (HSR +166%,冲刺+150%,MRS +5%),而U11显示出更高的TD (+10%), ACC (+23%), DEC(+29%)和sRPE(+6%)。2013年的HR数据显示MD-4比MD-1的Z5暴露量更大,MD-1的Z2时间更长。在战术领域,U13在DMI和MEI中都表现出了优越的进攻覆盖效率,在其他原则上没有差异。讨论:这些发现表明,微循环遵循一种结构化的模式,比赛集中了客观强度,训练课程激发了更大的感知努力。实际上,U11的训练应该强调运动效率和负荷调节,而U13的训练应该针对高强度的能力和战术协调。随着时间的推移,整合多维监测(GPS, sRPE, TQR, FUT-SAT)可以指导教练将训练刺激与长期发展目标结合起来,在亚精英青少年足球中建立身体,感知和战术能力的桥梁。
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引用次数: 0
Remote learning and physical activity in medical students from Latin America: a cross-sectional study during the first wave of the COVID-19 pandemic. 拉丁美洲医学生的远程学习和身体活动:第一波COVID-19大流行期间的横断面研究
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1684127
Mario J Valladares-Garrido, Renzo Acosta-Porzoliz, Alejandro Juarez-Ubillus, Milagros Diaz-Torres, Ludwing A Zeta Solis, David Astudillo Rueda, Fatima Jiménez-Mozo, C Ichiro Peralta Chiguala, Christopher G Valdiviezo-Morales, E Sebastian Benavides Alburqueque, Estrella Christabel Porras Núñez, Víctor J Vera-Ponce, César J Pereira-Victorio, Carlos Culquichicón

Objective: To evaluate the association between remote learning and physical activity levels among medical students in Latin America during the first wave of the COVID-19 pandemic.

Methods: Multicenter cross-sectional study conducted via an online survey during 2020, targeting medical students from multiple Latin American countries. Sociodemographic, academic, mental health, and physical activity data were collected using the International Physical Activity Questionnaire (IPAQ-S). Remote learning was the main exposure variable, and low physical activity level was the outcome. Poisson regression models with robust variance were used to estimate adjusted prevalence ratios (PR) and 95% confidence intervals (95% CI).

Results: Among 2018 medical students, the prevalence of low physical activity was 54.5% (95% CI: 52.3-56.7). In the multivariable analysis, remote/virtual learning was associated with a lower prevalence of high physical activity (PR = 0.81). Other factors associated with lower prevalence included female sex (PR = 0.89), obesity (PR = 0.69), trust in the government (PR = 0.79), and high-risk tobacco use (PR = 0.80). Factors associated with higher prevalence included perceiving the pandemic as mild/not serious (PR = 1.40), prior COVID-19 diagnosis (PR = 1.21), studying at a private university (PR = 1.17), and having diabetes (PR = 1.59).

Conclusions: Remote learning during the pandemic was associated with lower physical activity levels among Latin American medical students. These findings highlight the need for university-based interventions to promote physical activity, particularly in prolonged distance learning contexts.

目的:评估第一波COVID-19大流行期间拉丁美洲医学生远程学习与身体活动水平之间的关系。方法:在2020年期间通过在线调查进行多中心横断面研究,目标是来自多个拉丁美洲国家的医学生。使用国际身体活动问卷(IPAQ-S)收集社会人口学、学术、心理健康和身体活动数据。远程学习是主要的暴露变量,低体力活动水平是结果。使用具有稳健方差的泊松回归模型来估计校正患病率(PR)和95%置信区间(95% CI)。结果:2018年医学生中,体力活动不足的患病率为54.5% (95% CI: 52.3-56.7)。在多变量分析中,远程/虚拟学习与较低的高体力活动患病率相关(PR = 0.81)。其他与低患病率相关的因素包括女性(PR = 0.89)、肥胖(PR = 0.69)、对政府的信任(PR = 0.79)和高风险烟草使用(PR = 0.80)。与高流行率相关的因素包括认为大流行为轻度/不严重(PR = 1.40)、先前的COVID-19诊断(PR = 1.21)、在私立大学学习(PR = 1.17)和患有糖尿病(PR = 1.59)。结论:大流行期间的远程学习与拉丁美洲医学生较低的身体活动水平有关。这些发现强调了以大学为基础的干预措施促进体育活动的必要性,特别是在长时间远程学习环境中。
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引用次数: 0
Mapping HRV in sports science: from monitoring to machine learning. 运动科学中的HRV映射:从监测到机器学习。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1714962
Zhongyang Wang, Jing Hu, Wenbing Yu

Background: Heart Rate Variability (HRV) is a crucial non-invasive marker of autonomic nervous system function, extensively applied in sports science for monitoring training load, fatigue, recovery, and performance optimization. The rapid expansion and diversification of HRV research necessitate a comprehensive bibliometric analysis to map the knowledge structure and emerging trends.

Objective: This study employed innovative bibliometric visualization to quantitatively analyze the literature landscape, research hotspots, and evolutionary trends in HRV applications within sports from 2010 to 2025. It aimed to identify key contributors, delineate major research themes, uncover nascent directions, and identify emerging research trajectories.

Method: Utilizing CiteSpace 6.3.R1 and VOSviewer, we conducted a comprehensive visual analysis of 1,660 articles retrieved from the Web of Science Core Collection and Scopus databases. This study performed co-authorship, co-citation, keyword co-occurrence, cluster analysis, and burst detection to unveil publication trends, collaborative networks, influential works, core authors, research hotspots, and emerging trends.

Results: Publication volume showed a significant growth trend, peaking in 2022 with 209 articles. The USA and Brazil were the most productive countries, with the University of São Paulo leading institutionally. Document co-citation analysis identified five major research hotspots: Athlete Monitoring, Biofeedback, Sport-related Concussion, Anxiety, and Endurance Exercise. Keyword burst analysis revealed three dominant future trends: "Sleep," "Machine Learning," and "Anxiety".

Conclusion: This bibliometric analysis delineates the evolution of HRV research in sports, confirming established domains while highlighting the importance of HRV's role in concussion management and psychological assessment. Critically, it highlights the field's evolving trajectory, emphasizing the growing integration of sleep interactions, machine learning-driven personalization, and the dynamics of HRV and anxiety. These findings provide a structured roadmap for future research and practical applications.

背景:心率变异性(HRV)是自主神经系统功能的重要非侵入性标志物,在运动科学中广泛应用于监测训练负荷、疲劳、恢复和性能优化。HRV研究的迅速扩展和多样化需要一个全面的文献计量分析来绘制知识结构和新兴趋势。目的:采用创新的文献计量可视化方法,定量分析2010 - 2025年HRV在体育领域应用的文献格局、研究热点及演变趋势。它旨在确定关键的贡献者,描绘主要的研究主题,揭示新生的方向,并确定新兴的研究轨迹。方法:使用CiteSpace 6.3。R1和VOSviewer,我们对从Web of Science Core Collection和Scopus数据库中检索的1,660篇文章进行了全面的可视化分析。本研究通过合著、共被引、关键词共现、聚类分析和突发检测等方法,揭示出版趋势、合作网络、影响力作品、核心作者、研究热点和新兴趋势。结果:论文发表量呈显著增长趋势,在2022年达到峰值,为209篇。美国和巴西是生产力最高的国家,其中圣保罗大学在制度上处于领先地位。文献共引分析确定了五个主要研究热点:运动员监测、生物反馈、运动相关脑震荡、焦虑和耐力运动。关键词突发分析揭示了三个主要的未来趋势:“睡眠”、“机器学习”和“焦虑”。结论:本文献计量学分析描述了运动HRV研究的演变,确认了既定领域,同时强调了HRV在脑震荡管理和心理评估中的重要性。至关重要的是,它突出了该领域的发展轨迹,强调了睡眠互动、机器学习驱动的个性化以及HRV和焦虑动态的日益整合。这些发现为未来的研究和实际应用提供了一个结构化的路线图。
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引用次数: 0
Synergistic muscle coordination of the Paralympic wheelchair tennis champion. 残奥会轮椅网球冠军的协同肌肉协调。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1717457
Nadaka Hakariya, Takuya Murakami, Naotsugu Kaneko, Kimitaka Nakazawa

Introduction: This study aimed to elucidate specific muscle coordination patterns in a Paralympic gold medal wheelchair tennis player. Recent neuroscience has proposed the concept of the "Paralympic brain", referring to use-dependent and impairment-specific plasticity observed in some Paralympians. Although the present study does not directly assess neural reorganization, this framework provides context for interpreting motor coordination strategies.

Methods: We applied muscle synergy analysis of electromyographic (EMG) activities during the tennis serve to quantify muscle coordination in two male players: one a Paralympic and world champion (P1; osteosarcoma with hip and abdominal resections), and the other nationally ranked sub-elite player (P2; spina bifida with paralysis of the lower limbs and trunk). EMGs from 14 muscles and high-speed video were recorded during three flat serves.

Results: Serve velocity was markedly higher in P1 (167 ± 11.3 km/h) than P2 (80.0 ± 8.9 km/h). Four synergies were identified in P1 and three in P2. A specific synergy (Syn1), dominant in the early takeback phase and involving lower trapezius and triceps brachii, was found only in P1 and may contribute to greater trunk rotation and serve velocity. In addition, the sparseness of muscle synergies was also higher in P1 than in P2.

Discussion: These results indicate that elite serve performance is supported not only by muscular strength but also on specialized neuromuscular coordination strategies optimizing trunk rotation and energy transfer. They may be consistent with broader ideas of use-dependent and impairment-related adaptation described in the "Paralympic brain" framework. This study provides new insights into adapted motor strategies in Paralympic sport, underscoring the role of trunk control and residual function as key factors in training and performance optimization.

本研究旨在阐明残奥会轮椅网球金牌运动员的特定肌肉协调模式。最近神经科学提出了“残奥大脑”的概念,指的是在一些残奥运动员身上观察到的使用依赖和损伤特异性可塑性。虽然目前的研究没有直接评估神经重组,但这个框架为解释运动协调策略提供了背景。方法:我们应用肌电图(EMG)活动的肌肉协同分析来量化两名男性运动员的肌肉协调:一名是残奥会和世界冠军(P1,髋部和腹部骨肉瘤切除),另一名是全国排名次优秀的运动员(P2,脊柱裂伴下肢和躯干瘫痪)。在三次平发球时,记录了14块肌肉的肌电图和高速视频。结果:P1的发球速度(167±11.3 km/h)明显高于P2(80.0±8.9 km/h)。在P1中发现了4个协同作用,在P2中发现了3个协同作用。一种特殊的协同作用(Syn1),在早期的回球阶段占主导地位,涉及下斜方肌和肱三头肌,仅在P1中发现,可能有助于更大的躯干旋转和发球速度。此外,肌肉协同作用的稀疏度在P1也高于P2。讨论:这些结果表明,优秀的发球表现不仅受到肌肉力量的支持,而且还受到优化躯干旋转和能量传递的特殊神经肌肉协调策略的支持。它们可能与“残奥会大脑”框架中描述的使用依赖和损伤相关适应的更广泛的观点一致。这项研究为残疾人运动的适应性运动策略提供了新的见解,强调了躯干控制和残余功能在训练和表现优化中的关键作用。
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引用次数: 0
Reliability assessment of markerless technologies in biomechanical motion analysis: a performance comparison. 生物力学运动分析中无标记技术的可靠性评估:性能比较。
IF 2.6 Q2 SPORT SCIENCES Pub Date : 2026-01-12 eCollection Date: 2025-01-01 DOI: 10.3389/fspor.2025.1712332
Ibrahim Cem Balci, Irem Sayin, Serkan Salturk, Rana Gursoy, Umut Ozsoy, Husnu Caglar Dogru, Gokhan Akca, Ali Eraslan, Onurcan Sahin, Ali Anil Demircali, Huseyin Uvet

Introduction: Body tracking systems are utilized in various areas such as health and sports. In these areas, it is crucial to identify the most accurate and appropriate system for the intended design of the study.

Methods: This study evaluates the reliability of markerless motion capture systems compared to a marker-based system (OptiTrack) as the gold standard. The systems assessed include StereoLabs ZED 2i, MediaPipe (2D and 3D), and YOLOv8 Pose (8n and 8x-p6). Simple upper and lower limb movements were analyzed under controlled conditions in a single participant. Intraclass Correlation Coefficient (ICC) values and Bland-Altman analysis were mainly used to evaluate agreement between systems, with some other techniques explored to provide additional perspective.

Results: The results indicate that StereoLabs ZED 2i achieved the highest reliability among markerless systems (ICC: 0.92 for multi camera, 0.88 for single stereo camera), while MediaPipe 2D showed competitive performance (ICC: 0.85).

Discussion: In providing comprehensive evaluations and uncovering performance differences that have been largely overlooked in the literature, our work not only questions existing paradigms but also lays a foundation for future research aimed at developing precise and scalable motion-tracking technologies. These findings contribute to understanding the applicability of markerless technologies in biomechanics.

身体追踪系统应用于健康和运动等各个领域。在这些领域,为研究的预期设计确定最准确和适当的系统是至关重要的。方法:本研究将无标记运动捕捉系统的可靠性与基于标记的系统(OptiTrack)作为金标准进行比较。评估的系统包括StereoLabs ZED 2i、MediaPipe (2D和3D)和YOLOv8 Pose (8n和8x-p6)。简单的上肢和下肢运动分析在控制条件下的单个参与者。类内相关系数(ICC)值和Bland-Altman分析主要用于评估系统之间的一致性,并探索了一些其他技术来提供额外的视角。结果:结果表明,StereoLabs ZED 2i在无标记系统中具有最高的可靠性(多相机时ICC为0.92,单相机时ICC为0.88),而MediaPipe 2D具有竞争力(ICC为0.85)。讨论:在提供全面的评估和揭示在文献中很大程度上被忽视的性能差异时,我们的工作不仅质疑现有的范式,而且为未来旨在开发精确和可扩展的运动跟踪技术的研究奠定了基础。这些发现有助于理解无标记技术在生物力学中的适用性。
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引用次数: 0
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Frontiers in Sports and Active Living
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