Badham Luke, Stern Steven E, O'Connor Fergus K, Wijekulasuriya Gyan A, Corcoran Glenn, Cox Gregory R, Coffey Vernon G
Bond Institute of Health and Sport and Faculty of Health Sciences and Medicine, Bond University, Gold Coast, Queensland, Australia.
Centre for Data Analytics, Bond Business School, Bond University, Gold Coast, Queensland, Australia.
J Sports Sci. 2023 Jan;41(1):1-7. doi: 10.1080/02640414.2023.2191093. Epub 2023 Apr 1.
Our aim was to characterize fluid intake during outdoor team sport training and use generalized additive models to quantify interactions with the environment and performance. Fluid intake, body mass (BM) and internal/external training load data were recorded for male rugby union ( = 19) and soccer ( = 19) athletes before/after field training sessions throughout an 11-week preseason (357 observations). Running performance (GPS) and environmental conditions were recorded each session and generalized additive models were applied in the analysis of data. Mean body mass loss throughout all training sessions was -1.11 ± 0.63 kg (~1.3%) compared with a mean fluid intake at each session of 958 ± 476 mL during the experimental period. For sessions >110 min, when fluid intake reached ~10-19 mL·kg BM the total distance increased (7.47 to 8.06 km, 7.6%; = 0.049). Fluid intake above ~10 mL·kg BM was associated with a 4.1% increase in high-speed running distance ( < 0.0001). Most outdoor team sport athletes fail to match fluid loss during training, and fluid intake is a strong predictor of running performance. Improved hydration practices during training should be beneficial and we provide a practical ingestion range to promote improved exercise capacity in outdoor team sport training sessions.
我们的目标是描述户外团队运动训练期间的液体摄入量,并使用广义相加模型来量化与环境及运动表现的相互作用。在为期11周的季前赛期间,对19名男子英式橄榄球运动员和19名足球运动员在野外训练课前后的液体摄入量、体重(BM)以及内部/外部训练负荷数据进行了记录(共357次观察)。每次训练课都记录跑步表现(GPS)和环境条件,并将广义相加模型应用于数据分析。在整个实验期间,与每次训练课平均液体摄入量958±476毫升相比,所有训练课期间的平均体重减轻为-1.11±0.63千克(约1.3%)。对于时长超过110分钟的训练课,当液体摄入量达到约10-19毫升·千克体重时,总距离增加(从7.47千米增至8.06千米,增长7.6%;P=0.049)。液体摄入量超过约10毫升·千克体重与高速跑步距离增加4.1%相关(P<0.0001)。大多数户外团队运动运动员在训练期间未能补充流失的液体,且液体摄入量是跑步表现的有力预测指标。训练期间改善补水措施应会有益,我们提供了一个实际的摄入范围,以促进户外团队运动训练课中运动能力的提高。