ArticleFrontiers in sports and active living2023
Validation of an instrumented mouthguard in rugby union-a pilot study comparing impact sensor technology to video analysis.
Article in Frontiers in sports and active living, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.
- Unlocking the Impact: A Systematic Review and Meta-Analysis of Biomechanical Insights into Rugby Head Impacts Using Wearable Sensor Technology.Sports medicine (Auckland, N.Z.) · 2025Pooled it
- Quantifying Head Impacts in Elite Muay Thai: A Case Study Using Instrumented Mouthguards.Sports (Basel, Switzerland) · 2026Article
- Head Acceleration Events Measured by Instrumented Mouthguards in Elite Australian Football.Sports medicine - open · 2026Article
- Beyond protection: the growing role of instrumented mouthguards in sports.British dental journal · 2026Review
- Epidemiology, injury mechanisms, and prevention strategies in Ultimate Frisbee.Frontiers in sports and active living · 2026Review
- Methods for Capturing and Quantifying Contact Events in Collision Sports.Sports (Basel, Switzerland) · 2025Article
- The Impact of Drop Test Conditions on Brain Strain Location and Severity: A Novel Approach Using a Deep Learning Model.Annals of biomedical engineering · 2024Article
- Exploring the application of knowledge transfer to sports video data.Frontiers in sports and active living · 2024Article
- Head Impact Exposure Across Levels of Play in American Football: A Systematic Review of Accelerometer Data.Neurotrauma reportsReview
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: To better understand the biomechanical profile of direct head impacts and the game scenarios in which they occur in Rugby Union, there is a need for an on-field validation of a new instrumented mouthguard (IMG) against the reference standard. This study considers the potential of a combined biomechanical (IMG) and video analysis approach to direct head impact recognition, both of which in isolation have limitations. The aim of this study is to assess the relationship between an instrumented mouthguard and video analysis in detection of direct head impacts in rugby union. Design: Pilot Study - Observational Cohort design. Methods: The instrumented mouthguard was worn by ten (3 backs, 7 forwards) professional Rugby Union players during the 2020-21 Gallagher Premiership (UK) season. Game-day video was synchronized with timestamped head acceleration events captured from the instrumented mouthguard. Direct Head Impacts were recorded in a 2 × 2 contingency table to determine sensitivity. Impact characteristics were also collected for all verified head impacts to further the understanding of head biomechanics during the game. Results: There were 2018 contact events that were reviewed using video analysis. Of those 655 were categorized as direct head impacts which also correlated with a head acceleration event captured by the IMG. Sensitivity analysis showed an overall sensitivity of 93.6% and a positive predictive value (PPV of 92.4%). When false positives were excluded due to ball out of play, mouthguard removal or handling after a scoring situation or stoppage, PPV was improved (98.3%). Most verified head impacts occurred in and around the ruck contest (31.2%) followed by impacts to the primary tackler (28.4%). Conclusion: This pilot validation study demonstrates that this IMG provides a highly accurate measurement device that could be used to complement video verification in the recognition of on-field direct head impacts. The frequency and magnitude of direct head impacts derived from specific game scenarios has been described and allows for greater recognition of high-risk situations. Further studies with larger sample sizes and in different populations of Rugby Union players are required to develop our understanding of head impact and enable strategies for injury mitigation.
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Registered trials
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