Identifying a severity measure for head acceleration events associated with suspected concussions

Gregory Tierney; Ross Tucker; James Tooby; Lindsay Starling; Eanna Falvey; Danielle Salmon; James Brown; Sam Hudson; Keith Stokes; Ben Jones; Simon Kemp; Patrick OHalloran; Matt Cross; Melanie Bussey; David Allan

arXiv · 2410.01343

Identifying a severity measure for head acceleration events associated with suspected concussions

Gregory Tierney·Ross Tucker·James Tooby·Lindsay Starling·Eanna Falvey·Danielle Salmon·James Brown·Sam Hudson·Keith Stokes·Ben Jones·Simon Kemp·Patrick OHalloran·Matt Cross·Melanie Bussey·David Allan

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Abstract

Objectives: To identify a head acceleration event (HAE) severity measure associated with HIA1 removals in elite level rugby union. Methods: HAEs were recorded from 215 men and 325 women with 30 and 28 HIA1 removals from men and women, respectively. Logistical regression were calculated to identify if peak power, maximum principal strain (MPS) and or Head Acceleration Response Metric (HARM) were associated with HIA1 events compared to non-cases. Optimal threshold values were determined using the Youden Index. Area under the curve (AUC) were compared using a paired sample approach. Significant differences were set at p<0.05. Results: All three severity measures were associated with HIA1 removals in both the mens and womens game. Power performed greatest for HIA1 removals in both the mens and womens games, based on overall AUC, sensitivity, and specificity values. HARM and MPS were found to perform lower than PLA in the womens game based on AUC comparisons (p=0.006 and 0.001, respectively), with MPS performing lower than PAA (p=0.001). Conclusion: The findings progress our understanding of HAE measures associated with HIA1 removals. Peak power, a measure based on fundamental mechanics and commonly used in sports performance, may be a suitable HAE severity measure.

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Gregory Tierney, Ross Tucker, James Tooby, Lindsay Starling, Eanna Falvey, Danielle Salmon, James Brown, Sam Hudson, Keith Stokes, Ben Jones, Simon Kemp, Patrick OHalloran, Matt Cross, Melanie Bussey, David Allan. 2024-10-02. Identifying a severity measure for head acceleration events associated with suspected concussions. https://arxiv.org/abs/2410.01343

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