Improving concussion assessment in jockeys: normative benchmarks and web-based tool for ImPACT interpretation.

IF 1.5 4区 医学 Q4 NEUROSCIENCES
Brain injury Pub Date : 2026-08-01 Epub Date: 2026-07-15 DOI:10.1080/02699052.2026.2696975
Maqsood Hussain Shah, Davood Roshan, Jennifer Pugh, James Murray, Colm Fuller, Stacey Kung, Alannah Reville, Siobhán O'Connor
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引用次数: 0

Abstract

Objective: Despite horse racing's exceptionally high concussion risk, there is no jockey-specific ImPACT study. This work aimed to develop demographically adjusted, jockey-specific ImPACT norms and to evaluate complementary approaches to clinical classification.

Methods: Retrospective baseline data from 663 Irish jockeys (2021-2024) were analyzed. Two normative methods were applied: (i) a univariate regression-based approach estimating expected scores for each cognitive domain independently, adjusting for age, sex, and education, with percentile-based classification; and (ii) a multivariate regression-based tolerance region method jointly modeling cognitive outcomes to estimate a (95%/95%) tolerance region. Concordance and discordance between methods were examined, and demographic effects on derived cutoffs were quantified.

Results: Both methods demonstrated complementary diagnostic value. Multivariate tolerance regions reduced overinterpretation of isolated low scores, whereas univariate regression was more responsive to domain-specific deviations. Performance profile in Irish jockeys was lower than that reported in other athletic populations, with protective effects of education, age-related decline, and superior performance observed among female jockeys.

Conclusion: Combined use of univariate and multivariate normative approaches provides a more robust framework for interpreting ImPACT performance. An interactive web-based application was developed to support clinical and research use. Although applied here to horse racing, this framework is readily transferable to other sports.

改进骑师的脑震荡评估:影响解释的规范性基准和基于网络的工具。
目的:尽管赛马的脑震荡风险异常高,但没有针对骑师的影响研究。这项工作旨在发展人口统计学调整,骑师特定的影响规范,并评估临床分类的补充方法。方法:对663名爱尔兰骑师(2021-2024)的回顾性基线数据进行分析。应用了两种规范方法:(i)基于单变量回归的方法,独立估计每个认知领域的预期分数,调整年龄、性别和教育程度,采用基于百分位数的分类;(ii)基于多元回归的容忍度区域方法联合建模认知结果,估计出(95%/95%)容忍度区域。检查了方法之间的一致性和不一致性,并量化了人口统计学对衍生截止点的影响。结果:两种方法具有互补的诊断价值。多变量容忍区域减少了对孤立低分的过度解释,而单变量回归对特定领域的偏差更敏感。爱尔兰骑师的表现比其他运动人群低,受教育程度、年龄相关的衰退和女性骑师的优异表现都有保护作用。结论:单变量和多变量规范方法的结合使用为解释ImPACT绩效提供了更稳健的框架。开发了一个基于网络的交互式应用程序,以支持临床和研究使用。虽然这里只应用于赛马,但这个框架很容易转移到其他运动中。
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来源期刊
Brain injury
Brain injury 医学-康复医学
CiteScore
3.50
自引率
5.30%
发文量
148
审稿时长
12 months
期刊介绍: Brain Injury publishes critical information relating to research and clinical practice, adult and pediatric populations. The journal covers a full range of relevant topics relating to clinical, translational, and basic science research. Manuscripts address emergency and acute medical care, acute and post-acute rehabilitation, family and vocational issues, and long-term supports. Coverage includes assessment and interventions for functional, communication, neurological and psychological disorders.
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