Department of Sociology and Institute for Advanced Computational Science, Stony Brook University, Stony Brook, New York 11794-4356.
Medical Scientist Training Program (MSTP), Stony Brook University, Stony Brook, New York 11794-4356.
Sleep Health. 2019 Feb;5(1):68-71. doi: 10.1016/j.sleh.2018.09.005. Epub 2018 Nov 19.
In sports, decreased sleep duration is generally associated with poorer performance compared to adequate or enhanced sleep duration. Yet, these findings have primarily been taken from small numbers of athletes performing outside of real games or competitions. It remains unknown how acute decreased sleep duration impacts real-game performance among professional athletes. Here, we merged 2 publicly available datasets to jointly measure late-night social media activity (a proxy for sleep deprivation) and next-day game performance.
Professional basketball competition.
112 players from the National Basketball Association.
Time-stamped social media activity and in-game individual performance statistics.
Late-night tweeting (compared to not late-night tweeting) is associated with within-person reductions in next-day game performance, including fewer points scored and fewer rebounds. However, we also observe less time played per game following late-night tweets and decreases in the negative outputs of turnovers and personal fouls. The critical measure of shooting accuracy - which is not time dependent - provides the clearest evidence of a performance penalty following late-night tweeting activity (between 11:00 pm and 7:00 am); players successfully make shots at a rate 1.7 percentage points less following late-night tweeting.
Our findings suggest that acute sleep deprivation, as measured via late-night Twitter activity, is associated with changes in next-day game performance among professional National Basketball Association athletes. More broadly, the use of late-night social media activity may serve as a useful general proxy for sleep deprivation in other social, occupational, and physical performance-based contexts.
在体育运动中,与充足或增强的睡眠时间相比,睡眠时间减少通常与表现较差相关。然而,这些发现主要来自于在真实比赛或竞赛之外进行的少数运动员。睡眠时间急性减少如何影响职业运动员的真实比赛表现仍然未知。在这里,我们合并了两个公开可用的数据集,共同测量深夜社交媒体活动(睡眠剥夺的代理)和次日比赛表现。
职业篮球比赛。
来自美国国家篮球协会的 112 名运动员。
带有时间戳的社交媒体活动和比赛中的个人表现统计数据。
深夜发推(与非深夜发推相比)与次日比赛表现的个体内下降有关,包括得分减少和篮板减少。然而,我们也观察到深夜发推后每场比赛的时间减少,以及失误和个人犯规的负面输出减少。投篮准确性的关键衡量标准(与时间无关)提供了深夜发推活动后表现不佳的最明确证据;球员在深夜发推后成功投篮的比例降低了 1.7 个百分点。
我们的研究结果表明,通过深夜 Twitter 活动衡量的急性睡眠剥夺与职业美国国家篮球协会运动员次日比赛表现的变化有关。更广泛地说,深夜社交媒体活动的使用可能是其他社交、职业和基于身体表现的背景下睡眠剥夺的有用一般代理。