Chao Bian, Suzanna Russell, Rafael Lima Kons, Steven Provyn, Jelle Habay, Špela Bogataj, Bart Roelands
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A linear mixed-effects model explored the potential influence of performance statistics (total hits; hits difference) per match and the progression (i) on dynamic changes in MF (MVASi vs MVASi-1).</p><p><strong>Results: </strong>The competition day of 31 fencers, totaling 153 matches, was analyzed. A downward, quadratic model showed that MF accumulated with a decelerating trend as the competition progressed (theoretical increase rate between matches reduced from +22.0% to +0.5%). In each match, only hits difference (estimate = -0.581, P < .001) negatively affected MF accumulation.</p><p><strong>Conclusions: </strong>The present findings regarding intraday MF evolution in elite fencing suggest that practitioners should explore the benefit of proactive countermeasures and recovery strategies from the early rounds of a competition day. Applying real-time monitoring and MF-targeted interventions along with other motivational, emotional adjustments is critical to mitigate MF buildup and maintain performance capacity, particularly when a fencer is successively receiving hits.</p>","PeriodicalId":14295,"journal":{"name":"International journal of sports physiology and performance","volume":" ","pages":"1-8"},"PeriodicalIF":4.3000,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Evolution of Mental Fatigue With Consecutive Match Progression in Elite Fencing.\",\"authors\":\"Chao Bian, Suzanna Russell, Rafael Lima Kons, Steven Provyn, Jelle Habay, Špela Bogataj, Bart Roelands\",\"doi\":\"10.1123/ijspp.2025-0299\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>On-field daily monitoring has investigated the acute and cumulative nature of mental fatigue (MF) across various sport training/competitions. 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A downward, quadratic model showed that MF accumulated with a decelerating trend as the competition progressed (theoretical increase rate between matches reduced from +22.0% to +0.5%). In each match, only hits difference (estimate = -0.581, P < .001) negatively affected MF accumulation.</p><p><strong>Conclusions: </strong>The present findings regarding intraday MF evolution in elite fencing suggest that practitioners should explore the benefit of proactive countermeasures and recovery strategies from the early rounds of a competition day. Applying real-time monitoring and MF-targeted interventions along with other motivational, emotional adjustments is critical to mitigate MF buildup and maintain performance capacity, particularly when a fencer is successively receiving hits.</p>\",\"PeriodicalId\":14295,\"journal\":{\"name\":\"International journal of sports physiology and performance\",\"volume\":\" \",\"pages\":\"1-8\"},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2025-09-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International journal of sports physiology and performance\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1123/ijspp.2025-0299\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PHYSIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International journal of sports physiology and performance","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1123/ijspp.2025-0299","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PHYSIOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
目的:现场日常监测调查了各种运动训练/比赛中精神疲劳(MF)的急性和累积性。然而,在拥挤的1天赛程下,MF的演变及其与竞技表现的关系,特别是在精英击剑比赛中,仍未得到充分研究。方法:对31名优秀击剑运动员(7名重剑运动员、13名花剑运动员、11名佩剑运动员、15名女子击剑运动员)在全国比赛日至淘汰赛期间的早晨主观MF (MVAS0)和赛后主观MF (MVASi,测量点i按比赛顺序编号)进行纵向监测。采用基于样本量加权的加权最小二乘回归来捕捉全天的演化趋势。线性混合效应模型探讨了每场比赛的性能统计(总命中数;命中差)和进展(i)对MF (MVASi vs MVASi-1)动态变化的潜在影响。结果:对31名击剑运动员153场比赛的比赛日进行分析。一个向下的二次型模型显示,随着比赛的进行,MF的积累呈减速趋势(每场比赛之间的理论增长率从+22.0%下降到+0.5%)。在每场比赛中,只有命中数差异(估计= -0.581,P < .001)负向影响MF积累。结论:目前关于精英击剑全天MF演变的研究结果表明,从业者应该从比赛日的前几轮开始探索主动对策和恢复策略的好处。应用实时监测和有针对性的MF干预以及其他动机,情绪调整对于减轻MF积累和保持表现能力至关重要,特别是当击剑运动员连续受到打击时。
Evolution of Mental Fatigue With Consecutive Match Progression in Elite Fencing.
Purpose: On-field daily monitoring has investigated the acute and cumulative nature of mental fatigue (MF) across various sport training/competitions. However, the evolution of MF under congested 1-day match schedules and its relationship with competitive performance, particularly in elite fencing, remains underexplored.
Methods: A longitudinal study monitored 31 (7 epee, 13 foil, 11 saber; 15 female) elite fencers' subjective MF in the morning (MVAS0) and immediately after each match (MVASi, measurement point i coded as match order) throughout the national competition day until elimination. Weighted least-squares regression with sample-size-based weighting was applied to capture the evolution trend throughout the day. A linear mixed-effects model explored the potential influence of performance statistics (total hits; hits difference) per match and the progression (i) on dynamic changes in MF (MVASi vs MVASi-1).
Results: The competition day of 31 fencers, totaling 153 matches, was analyzed. A downward, quadratic model showed that MF accumulated with a decelerating trend as the competition progressed (theoretical increase rate between matches reduced from +22.0% to +0.5%). In each match, only hits difference (estimate = -0.581, P < .001) negatively affected MF accumulation.
Conclusions: The present findings regarding intraday MF evolution in elite fencing suggest that practitioners should explore the benefit of proactive countermeasures and recovery strategies from the early rounds of a competition day. Applying real-time monitoring and MF-targeted interventions along with other motivational, emotional adjustments is critical to mitigate MF buildup and maintain performance capacity, particularly when a fencer is successively receiving hits.
期刊介绍:
The International Journal of Sports Physiology and Performance (IJSPP) focuses on sport physiology and performance and is dedicated to advancing the knowledge of sport and exercise physiologists, sport-performance researchers, and other sport scientists. The journal publishes authoritative peer-reviewed research in sport physiology and related disciplines, with an emphasis on work having direct practical applications in enhancing sport performance in sport physiology and related disciplines. IJSPP publishes 10 issues per year: January, February, March, April, May, July, August, September, October, and November.