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The Effects of Altitude on Concussion Incidence in the 2013-2017 National Hockey League Seasons

机译:海拔高度对2013-2017年全国曲棍球联赛赛季的脑震荡发生率的影响

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摘要

Background and objectiveThe high incidence of traumatic brain injuries during contact sports has necessitated the need for further research pertaining to their implications and possible mitigation. Despite increasing attention to sports-related concussions, there is still a striking lack of detail pertaining to the environmental factors that contribute to their occurrence. One environmental condition that has yet to be considered is altitude. Altitude cannot be readily adjusted, yet can still impact quality of play and concussion incidence. The current body of published evidence evaluating environmental effects on concussion is divided on the degree to which altitude mitigates concussion incidence. We aim to systematically compare the prevalence of concussions that occur at high and low altitude utilizing 1000 feet (304.8 meters) as a cut-off marker for high altitude. Our research also takes a novel approach utilizing average games missed as a proxy for concussion severity. We hope to use this analysis to shed light on the implication of altitude on concussion incidence.MethodsIndividual player data on concussion incidence were retrospectively acquired for the 2013-2017 National Hockey League (NHL) seasons utilizing FOX Sports Injury tracker. NHL season schedules were acquired through the online source “Hockey Reference.” In order to establish cutoff criteria for high vs low altitude we adopted 1000 feet (304.8 meters) as high-low altitude cutoff. We also evaluated our data utilizing a previously published high-low altitude cutoff of 644 feet (196.3 meters). Specific altitudes of each NHL arena were derived from “”. One caveat to our data collection was the striking lack of publicly available data pertaining to the concussions sustained by each NHL team. Data was analyzed utilizing SAS programing.ResultsOut of the 5281 games included in our data set, we documented a total of 133 concussions which occurred in 125 games through the 2013-2017 NHL seasons. We noted an increase in concussion reporting in the most recent 2016-2017 NHL season compared to the previous 2013-2016 seasons. Effect of altitude variance on concussion rate was evaluated utilizing 644 and 1000 ft as the low-high altitude split. We defined each variance by where the team is based at compared to where the game was played. This produced four distinct categories: 1) low-low altitude, 2) low-high altitude, 3) high-low altitude, and 4) high-high altitude. We noted a significant difference in concussion rate when teams based at high altitude above 1000 ft travel to play at low altitude; this trend was non-significant at 644 ft. The results of the average games missed analysis demonstrated that teams that play above 1000 feet had fewer games missed per concussion compared to teams that are based at a low altitude.ConclusionsThough underreported in the total number of concussions in the 2013-2017 NHL seasons, our data suggests that teams who are based at a high altitude (>1000ft) experience a reduction in mean concussion rate when traveling to play at a lower altitude. Our data also indicated a reduction in average games missed post-concussion for teams based at a higher altitude. It is our goal that our findings here contribute to the larger discussion about concussion incidence and can be applied to other sports leagues and activities to mitigate their dangerous effects.
机译:背景和目的接触运动期间脑外伤的高发率使得有必要对其影响和可能的缓解方法进行进一步研究。尽管越来越多地关注与体育有关的脑震荡,但仍然缺乏与导致其发生的环境因素有关的细节。尚未考虑的一种环境条件是海拔。海拔高度不易调整,但仍会影响比赛质量和脑震荡发生率。目前评估环境对脑震荡影响的已发表证据的依据是,海拔高度减轻脑震荡发生的程度。我们旨在系统地比较高海拔和低海拔发生的脑震荡的发生率,以1000英尺(304.8米)作为高海拔的临界值。我们的研究还采用了一种新颖的方法,即将错过的平均游戏次数作为脑震荡严重程度的指标。我们希望利用这一分析来阐明海拔高度对脑震荡发生率的影响。方法使用FOX运动损伤追踪器回顾性地获取2013-2017全国曲棍球联盟(NHL)赛季的脑震荡发生率的个人数据。 NHL赛季时间表是通过在线来源“曲棍球参考”获得的。为了建立高海拔与低海拔的截断标准,我们采用了1000英尺(304.8米)作为高低截断值。我们还利用先前发布的644英尺(196.3米)的高-低海拔边界评估了我们的数据。每个NHL竞技场的特定高度均源自“”。对我们的数据收集的一个警告是,与每个NHL团队遭受的脑震荡有关的公开数据都非常缺乏。结果使用SAS程序分析数据。结果在我们的数据集中包含的5281场比赛中,我们记录了在2013-2017 NHL赛季中共发生了133次脑震荡,共发生了125场脑震荡。我们注意到,与之前的2013-2016赛季相比,最近2016-2017 NHL赛季的脑震荡报告有所增加。使用644和1000 ft作为高低空分,评估了海拔变化对脑震荡速率的影响。我们根据团队所处的位置与游戏所处的位置来定义每个方差。这产生了四个明显的类别:1)低低高度,2)低高海拔,3)高低海拔和4)高高海拔。当高海拔1000英尺以上的团队在低海拔比赛时,我们发现脑震荡率存在显着差异。在644英尺处,这种趋势并不明显。平均失误分析结果表明,与低海拔团队相比,在1000英尺以上进行比赛的团队每次脑震荡的失误次数要少。在2013-2017 NHL赛季的脑震荡中,我们的数据表明,高海拔(> 1000ft)的球队在低海拔比赛时平均脑震荡率会降低。我们的数据还表明,在高海拔地区的球队,脑震荡后错过的平均比赛次数有所减少。我们的目标是,我们在这里的发现有助于对脑震荡发生率的广泛讨论,并可以应用于其他体育联盟和活动以减轻其危险影响。

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