Adams Ryan, Lau George K, Dai Jennifer B, Li Adam Y, Cheung Kevin P, Haider Syed, Gometz Alex, Post Alexander F, Choudhri Tanvir F
Neurosurgery, The Icahn School of Medicine at Mount Sinai, New York, USA.
Miscellaneous, Touro College of Medicine, Bronx, USA.
Cureus. 2018 Oct 18;10(10):e3465. doi: 10.7759/cureus.3465.
Introduction The increasing awareness and popularization of concussions in the research realm over the last few years have begun to shed more light on the detrimental effects associated with repetitive head trauma. While the majority of the current literature focuses on the National Football League (NFL) and National Hockey League (NHL), several other high-impact sports have been implementing concussion management protocols to protect their players. The Australian Football League (AFL) is a prime example of a major contact sport that has undertaken recent changes to its concussion assessment and management modalities. We recognize the benefit of reporting potential changes in concussion rates over the 2013-2017 AFL seasons. We were interested in some of the factors not yet evaluated before, which may contribute to the overall concussion incidence such as "style-of-play" factors" (home/away, win/loss, points scored, time of season). We hope the results of this analysis shed light on the mechanisms by which concussion rates can be mitigated across major contact sports. Methods Data were obtained from the weekly injury list published by the AFL, a publicly available website. Details of players listed with concussions were collected from regular season games (890 games total) of 18 AFL teams from 2013 to 2017. Weekly injury lists were retrospectively compared using THE AGE, a publicly available newspaper published and owned by Fairfax Media. Data were analyzed utilizing GraphPad Prism 6 (GraphPad Software Inc., CA, US). In addition to descriptive statistics, Fisher's exact tests, Welch's two-tailed t-tests, and correlation tests were used. Alpha level < 0.05 was considered significant for all tests. Results The dataset comprised 236 total concussions between the 2013 and 2017 AFL seasons. We noted a significant increase in the concussion rate (p = 0.0010) between the 2013 and 2017 seasons. This result was complemented by a significant increase in average games missed between the 2014 and 2015 seasons (p = 0.0002); however, this trend was not significant when evaluating the 2013 and 2017 seasons directly (p = 0.0951). Further analysis into the "style of play" factors on concussion incidence, such as average points scored, win/loss, home/away, and time of season, produced non-significant results. Conclusion Our study identified a significant increasing trend in concussion rate and average games missed that correlate to the data analysis in other high-impact sports such as the NFL and NHL. However, further research is necessary to determine if these findings indicate the improvement in concussion management and player safety measures beginning to develop in high-impact sports. We also noted that certain "style of play" factors (points scored, win/loss, home/away, and time of season) have no significant implication on concussion rate during the 2013-2017 AFL seasons. While we consider our data source to be reliable in the reporting of concussions from the AFL, the ideal data set would comprise a medical diagnosis from the team of doctors. It may be possible that our data set is underreporting the total amount of concussions between the 2013 and 2017 AFL seasons. Return-to-play times were not ascertained directly from the team doctor for the clearance date. It may be possible that this data collection modality led to missed cases of head injury or return to play times, which could impact the reliability of our dataset.
引言
在过去几年中,研究领域对脑震荡的认识不断提高且日益普及,这开始让人们更清楚地了解与重复性头部创伤相关的有害影响。虽然目前的大多数文献都聚焦于美国国家橄榄球联盟(NFL)和国家冰球联盟(NHL),但其他一些高冲击力运动也一直在实施脑震荡管理方案以保护其运动员。澳大利亚足球联盟(AFL)就是一项主要的接触性运动的典型例子,该联盟最近对其脑震荡评估和管理方式进行了变革。我们认识到报告2013 - 2017年澳大利亚足球联盟赛季脑震荡发生率潜在变化的益处。我们对一些此前尚未评估的因素感兴趣,这些因素可能导致总体脑震荡发生率,例如“比赛风格”因素(主客场、胜负、得分、赛季时间)。我们希望该分析结果能揭示在主要接触性运动中降低脑震荡发生率的机制。
方法
数据取自澳大利亚足球联盟公布在一个公开网站上的每周伤病名单。从2013年至2017年18支澳大利亚足球联盟球队的常规赛比赛(共890场)中收集了脑震荡球员的详细信息。使用费尔法克斯媒体出版并拥有的公开报纸《时代报》对每周伤病名单进行回顾性比较。数据采用GraphPad Prism 6(美国加利福尼亚州GraphPad软件公司)进行分析。除描述性统计外,还使用了费舍尔精确检验、韦尔奇双尾t检验和相关性检验。所有检验的α水平<0.05被视为具有统计学意义。
结果
2013年至2017年澳大利亚足球联盟赛季的数据集总共包含236次脑震荡。我们注意到2013年至2017年赛季间脑震荡发生率显著增加(p = 0.0010)。这一结果伴随着2014年至2015年赛季间平均缺赛场次的显著增加(p = 0.0002)得到了补充;然而,直接评估2013年和2017年赛季时,这一趋势并不显著(p = 0.0951)。对脑震荡发生率的“比赛风格”因素(如平均得分、胜负、主客场和赛季时间)的进一步分析得出无统计学意义的结果。
结论
我们的研究确定了脑震荡发生率和平均缺赛场次的显著上升趋势,这与美国国家橄榄球联盟和国家冰球联盟等其他高冲击力运动的数据分析结果相关。然而,有必要进行进一步研究以确定这些发现是否表明在高冲击力运动中开始实施的脑震荡管理和球员安全措施有所改善。我们还注意到某些“比赛风格”因素(得分、胜负、主客场和赛季时间)在2013 - 2017年澳大利亚足球联盟赛季对脑震荡发生率没有显著影响。虽然我们认为我们的数据源在报告澳大利亚足球联盟的脑震荡情况时是可靠的,但理想的数据集应包括队医的医学诊断。有可能我们的数据集低估了2013年至2017年澳大利亚足球联盟赛季间脑震荡的总数。复出比赛时间并非直接从队医处获取许可日期。这种数据收集方式可能导致遗漏头部受伤病例或复出比赛时间,这可能会影响我们数据集的可靠性。