The application of match-event and instrumented mouthguard data to inform match limits : An example using rugby union Premiership and rugby league Super League data from England

Journal article


Sawczuk, Thomas, Cross, Matt, Owen, Cameron, Roe, Gregory A. B., Stokes, Keith A., Kemp, Simon, Tooby, James, Allan, David, Falvey, E, Starling, Lindsay, Tierney, Gregory, Tucker, Ross and Jones, Ben. (2024). The application of match-event and instrumented mouthguard data to inform match limits : An example using rugby union Premiership and rugby league Super League data from England. European Journal of Sport Science. 24(11), pp. 1552-1563. https://doi.org/10.1002/ejsc.12188
AuthorsSawczuk, Thomas, Cross, Matt, Owen, Cameron, Roe, Gregory A. B., Stokes, Keith A., Kemp, Simon, Tooby, James, Allan, David, Falvey, E, Starling, Lindsay, Tierney, Gregory, Tucker, Ross and Jones, Ben
Abstract

The study aimed to illustrate how contact (from match-event data) and head acceleration event (HAE) (from instrumented mouthguard [iMG]) data can be combined to inform match limits within rugby. Match-event data from one rugby union and rugby league season, including all competitive matches involving players from the English Premiership and Super League, were used. Playing exposure was summarised as full game equivalents (FGE; total minutes played/80). Expected contact and HAE exposures at arbitrary thresholds were estimated using match-event and iMG data. Generalised linear models were used to identify differences in contact and HAE exposure per FGE. For 30 FGEs, forwards had greater contact than backs in rugby union (n = 1272 vs. 618) and league (n = 1569 vs. 706). As HAE magnitude increased, the differences between positional groups decreased (e.g., rugby union; n = 34 and 22 HAE >40 g for forwards and backs playing 30 FGEs). Currently, only a relatively small proportion of rugby union (2.5%) and league (7.3%) players exceeded 25 FGEs. Estimating contact and HAEs per FGE allows policymakers to prospectively plan and model estimated overall and position-specific loads over a season and longer term. Reducing FGE limits by a small amount would currently only affect contact and HAE exposure for a small proportion of players who complete the most minutes. This may be beneficial for this cohort but is not an effective HAE and contact exposure reduction strategy at a population level, which requires individual player management. Given the positional differences, FGE limits should exist to manage appropriate HAE and contact exposure.

Keywordsathlete welfare; collision sport; player monitoring; policy
Year01 Jan 2024
JournalEuropean Journal of Sport Science
Journal citation24 (11), pp. 1552-1563
PublisherJohn Wiley & Sons Ltd
ISSN1746-1391
Digital Object Identifier (DOI)https://doi.org/10.1002/ejsc.12188
Web address (URL)https://onlinelibrary.wiley.com/doi/10.1002/ejsc.12188
Open accessPublished as ‘gold’ (paid) open access
Research or scholarlyResearch
Page range1552-1563
Publisher's version
License
File Access Level
Open
Output statusPublished
Publication dates
Online04 Nov 2024
Publication process dates
Accepted27 Aug 2024
Deposited28 Jan 2025
Additional information

© 2024 The Author(s). European Journal of Sport Science published by Wiley-VCH GmbH on behalf of European College of Sport Science.

This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
http://creativecommons.org/licenses/by-nc-nd/4.0/

Place of publicationUnited Kingdom
Permalink -

https://acuresearchbank.acu.edu.au/item/91319/the-application-of-match-event-and-instrumented-mouthguard-data-to-inform-match-limits-an-example-using-rugby-union-premiership-and-rugby-league-super-league-data-from-england

Download files


Publisher's version
OA_Jones_2024_The_application_of_match‐event_and_instrumented.pdf
License: CC BY-NC-ND 4.0
File access level: Open

  • 0
    total views
  • 0
    total downloads
  • 0
    views this month
  • 0
    downloads this month
These values are for the period from 19th October 2020, when this repository was created.

Export as

Related outputs

Non-reporting of sport-related concussion symptoms : A cross-sectional study of community rugby league players in the UK
Tadmor, Daniel Isaac, Chesson, Lucy, Till, Kevin, Phillips, Gemma, Fairbank, Laura, Brown, James, Cross, Matt, Gardner, Andrew J., Johnston, Rich D., Owen, Cameron, Hendricks, Sharief, Stokes, Keith A. and Jones, Ben. (2025). Non-reporting of sport-related concussion symptoms : A cross-sectional study of community rugby league players in the UK. Injury Prevention. 31(1), pp. 81-87. https://doi.org/10.1136/ip-2023-045108
Head kinematics associated with off-field head injury assessment (HIA1) events in a season of English elite-level club men’s and women’s rugby union matches
Allan, David, Tooby, James, Starling, Lindsay, Tucker, Ross, Falvey, Éanna, Salmon, Danielle, Brown, James, Hudson, Sam, Stokes, Keith, Jones, Ben, Kemp, Simon, O’Halloran, Patrick, Cross, Matt, Bussey, Melanie and Tierney, Gregory. (2024). Head kinematics associated with off-field head injury assessment (HIA1) events in a season of English elite-level club men’s and women’s rugby union matches. Sports Medicine. pp. 1-11. https://doi.org/10.1007/s40279-024-02146-6
A Bayesian Mixture Model approach to expected possession values in rugby league
Sawczuk, Thomas, Palczewska, Anna, Jones, Ben and Palczewski, Jan. (2024). A Bayesian Mixture Model approach to expected possession values in rugby league. PLoS ONE. 19(11), p. Article e0308222. https://doi.org/10.1371/journal.pone.0308222
Contact load practices and perceptions in elite English rugby league : An evaluation to inform contact load guidelines
Parmley, J., Weaving, D., Whitehead, S., Brown, J., Fairbank, L., Flahive, S., Gardner, A. J., Hendricks, S., Johnston, R. D., Mackreth, P., Peacock, J., Phillips, G., Scantlebury, Sean, Stein, J., Stokes, K., Till, K. and Jones, B.. (2024). Contact load practices and perceptions in elite English rugby league : An evaluation to inform contact load guidelines. South African Journal of Sports Medicine. 36(1), pp. 1-11. https://doi.org/10.17159/2078-516X/2024/v36i1a17646
Player and match characteristics associated with head acceleration events in elite-level men's and women's rugby union matches
Allan, David, Tooby, James, Starling, Lindsay, Tucker, Ross, Falvey, E, Salmon, Danielle, Brown, James Craig, Hudson, Sam, Stokes, Keith A., Jones, Ben, Kemp, Simon P T, O'Halloran, Patrick, Cross, Matt and Tierney, Gregory. (2024). Player and match characteristics associated with head acceleration events in elite-level men's and women's rugby union matches. BMJ Open Sport & Exercise Medicine. 10(4), pp. 1-10. https://doi.org/10.1136/bmjsem-2024-001954
Energy expenditure of international female rugby union players during a major international tournament : a doubly labelled water study
Wilson, Lara, Jones, Ben, Backhouse, Susan, Boyd, Andy, Hamby, Catherine, Menzies, Fraser, Owen, Cameron, Ramirez-Lopez, Carlos, Roe, Stephanie, Samuels, Benjamin, Speakman, John R. and Costello, Nessan. (2024). Energy expenditure of international female rugby union players during a major international tournament : a doubly labelled water study. Applied Physiology, Nutrition and Metabolism. 49(10), pp. 1340-1352. https://doi.org/10.1139/apnm-2023-0596
The effects of rule changes in football-code team sports : a systematic review
Rennie, Gordon, Chesson, Lucy, Weaving, Dan and Jones, Ben. (2024). The effects of rule changes in football-code team sports : a systematic review. Science and Medicine in Football. pp. 1-14. https://doi.org/10.1080/24733938.2024.2375752
Time to level the playing field between men and women — Given similar injury incidence : A two-season analysis of match injuries in elite men and women's (Super League) rugby league
Scantlebury, Sean, Jones, Ben, Owen, Cameron, Brown, James Craig, Collins, Neil, Fairbank, Laura, Till, Kevin, Phillips, Gemma, Stokes, Keith A. and Whitehead, Sarah. (2024). Time to level the playing field between men and women — Given similar injury incidence : A two-season analysis of match injuries in elite men and women's (Super League) rugby league. Journal of Science and Medicine in Sport. 27(11), pp. 765-771. https://doi.org/10.1016/j.jsams.2024.07.001
Training and Match-Related Head Acceleration Events in Top Level Domestic Senior Women's and Men's Rugby Union : A Multi-League Instrumented Mouthguard Study
Roe, Gregory A. B., Sawczuk, Thomas, Tooby, James, Hudson, Sam, White, Ryan, Mackay, Lois, Owen, Cameron, Starling, Lindsay, Cross, Matt, Falvey, E, Hendricks, Sharief, Kemp, Simon, Rasmussen, Karen, Readhead, Clint, Salmon, Danielle, Stokes, Keith A., Tucker, Ross and Jones, Ben. (2024). Training and Match-Related Head Acceleration Events in Top Level Domestic Senior Women's and Men's Rugby Union : A Multi-League Instrumented Mouthguard Study. Scandinavian Journal of Medicine and Science in Sports. 34(10), pp. 1-9. https://doi.org/10.1111/sms.14744
Daily energy expenditure and water turnover in female netball players from the Netball Super League : A doubly labeled water observation study
Costello, Nessan, Jones, Ben, Roe, Stephanie, Blake, Cameron, Clark, Anthony, Chantler, Sarah, Owen, Cameron, Wilson, Lara, Wilson, Oliver, Stavropoulos-Kalinoglou, Antonis, Janse Van Rensburg, Dina C Christa, Hambly, Catherine, Speakman, John R., Backhouse, Susan and Whitehead, Sarah. (2024). Daily energy expenditure and water turnover in female netball players from the Netball Super League : A doubly labeled water observation study. European Journal of Sport Science. 24(8), pp. 1130-1142. https://doi.org/10.1002/ejsc.12160
Training injuries in elite men's senior and academy (Super League) rugby league; an analysis of 224,000 exposure-hours
Whitehead, Sarah, Owen, Cameron, Brown, James Craig, Scantlebury, Sean, Till, Kevin, Collins, Neil, Phillips, Gemma, Fairbank, Laura, Stokes, Keith A. and Jones, Ben. (2024). Training injuries in elite men's senior and academy (Super League) rugby league; an analysis of 224,000 exposure-hours. Journal of Science and Medicine in Sport. 27(9), pp. 624-630. https://doi.org/10.1016/j.jsams.2024.06.002
Player Activity and Load Profiling with Hidden Markov Models : A Novel Application in Rugby League
Watson, Neil, Hendricks, Sharief, Weaving, Dan, Dalton-Barron, Nicholas, Jones, Ben, Stewart, Theodor and Durbach, Ian. (2024). Player Activity and Load Profiling with Hidden Markov Models : A Novel Application in Rugby League. Research Quarterly for Exercise and Sport. pp. 1-19. https://doi.org/10.1080/02701367.2024.2362253
Head Acceleration Events During Tackle, Ball-Carry, and Ruck Events in Professional Southern Hemisphere Men's Rugby Union Matches : A Study Using Instrumented Mouthguards
Roe, Gregory A. B., Sawczuk, Thomas, Owen, Cameron, Tooby, James, Starling, Lindsay, Gilthorpe, Mark S., Falvey, E, Hendricks, Sharief, Rasmussen, Karen, Readhead, Clint, Salmon, Danielle, Stokes, Keith A., Tucker, Ross and Jones, Ben. (2024). Head Acceleration Events During Tackle, Ball-Carry, and Ruck Events in Professional Southern Hemisphere Men's Rugby Union Matches : A Study Using Instrumented Mouthguards. Scandinavian Journal of Medicine & Science in Sports. 34(6), pp. 1-9. https://doi.org/10.1111/sms.14676
Embracing the impact from instrumented mouthguards (iMGs) : A survey of iMG managers' perceptions of staff and player interest into the technology, data and barriers to use
Roe, Gregory A. B., Whitehead, Sarah, Starling, Lindsay, Allan, David, Cross, Matt, Falvey, E, Kemp, Simon, Owen, Cameron, Readhead, Clint, Salmon, Danielle, Scantlebury, Sean, Stokes, Keith A., Tierney, Gregory, Tooby, James, Tucker, Ross and Jones, Ben. (2024). Embracing the impact from instrumented mouthguards (iMGs) : A survey of iMG managers' perceptions of staff and player interest into the technology, data and barriers to use. European Journal of Sport Science. 24, pp. 670-681. https://doi.org/10.1002/ejsc.12101
Validity, reliability, and the contributing physical characteristics of a modified 15m prone Yo-Yo Intermittent Recovery Test Level-1 test in elite female rugby league players
Briscoe, Thomas, Darrall-Jones, Joshua David, Heyward, Omar, Jones, Ben, Allen, Hayden, Ramirez-Lopez, Carlos and Scantlebury, Sean. (2024). Validity, reliability, and the contributing physical characteristics of a modified 15m prone Yo-Yo Intermittent Recovery Test Level-1 test in elite female rugby league players. PLoS ONE. 19(6), pp. 1-11. https://doi.org/10.1371/journal.pone.0306171
The Incidence and Propensity of Head Acceleration Events in a Season of Men’s and Women’s English Elite-Level Club Rugby Union Matches
Tooby, James, Woodward, James, Tucker, Ross, Jones, Ben, Falvey, E, Salmon, Danielle, Bussey, Melanie Dawn, Starling, Lindsay and Tierney, Gregory. (2024). The Incidence and Propensity of Head Acceleration Events in a Season of Men’s and Women’s English Elite-Level Club Rugby Union Matches. Sports Medicine. 54, pp. 1-12. https://doi.org/10.1007/s40279-024-02064-7
Instrumented Mouthguards in Elite-Level Men’s and Women’s Rugby Union : The Incidence and Propensity of Head Acceleration Events in Matches
Tooby, James, Woodward, James, Tucker, Ross, Jones, Ben, Falvey, E, Salmon, Danielle, Bussey, Melanie Dawn, Starling, Lindsay and Tierney, Gregory. (2023). Instrumented Mouthguards in Elite-Level Men’s and Women’s Rugby Union : The Incidence and Propensity of Head Acceleration Events in Matches. Sports Medicine. pp. 1-12. https://doi.org/10.1007/s40279-023-01953-7
X as a proxy for tackle safety culture? Sentiment analysis of social media posts on red-carded and yellow-carded tackles during the 2019 Rugby World Cup
Alexander, Firdows, Tucker, Ross, Jones, Ben and Hendricks, Sharief. (2023). X as a proxy for tackle safety culture? Sentiment analysis of social media posts on red-carded and yellow-carded tackles during the 2019 Rugby World Cup. BMJ Open Sport & Exercise Medicine. 9(4), pp. 1-9. https://doi.org/10.1136/bmjsem-2023-001756
The speed and acceleration of the ball carrier and tackler into contact during front-on tackles in rugby league
Parmley, James, Jones, Ben, Whitehead, Sarah, Rennie, Gordon, Hendricks, Sharief, Johnston, Richard, Collins, Neil, Bennett, Thomas and Weaving, Dan. (2023). The speed and acceleration of the ball carrier and tackler into contact during front-on tackles in rugby league. Journal of Sports Sciences. 41(15), pp. 1450-1458. https://doi.org/10.1080/02640414.2023.2273657
A multidimensional approach to identifying the physical qualities of male English regional academy rugby union players; considerations of position, chronological age, relative age and maturation
Owen, Cameron, Till, Kevin, Phibbs, Padraic, Read, Dale J., Weakley, Jonathon, Atkinson, Mark, Cross, Matt, Kemp, Simon, Sawczuk, Thomas, Stokes, Keith, Williams, Sean and Jones, Ben. (2023). A multidimensional approach to identifying the physical qualities of male English regional academy rugby union players; considerations of position, chronological age, relative age and maturation. European Journal of Sport Science. 23(2), pp. 178-188. https://doi.org/10.1080/17461391.2021.2023658
Methods of monitoring internal and external loads and their relationships with physical qualities, injury, or illness in adolescent athletes : A systematic review and best-evidence synthesis
Dudley, Charles, Johnston, Rich, Jones, Ben, Till, Kevin, Westbrook, Harrison and Weakley, Jonathon. (2023). Methods of monitoring internal and external loads and their relationships with physical qualities, injury, or illness in adolescent athletes : A systematic review and best-evidence synthesis. Sports Medicine. 53, pp. 1559-1593. https://doi.org/10.1007/s40279-023-01844-x
A case-control study of tackle based head impact event (HIE) risk factors from the first three-seasons of the National Rugby League women’s competition
McLeod, Shreya, Tucker, Ross, Edwards, Suzi, Jones, Ben, Page, Georgia, Spiegelhalter, Mily, West, Stephen W., Iverson, Grant L. and Gardner, Andrew J.. (2023). A case-control study of tackle based head impact event (HIE) risk factors from the first three-seasons of the National Rugby League women’s competition. Frontiers in Sports and Active Living. 5, p. Article 1080356. https://doi.org/10.3389/fspor.2023.1080356
Consensus on a netball video analysis framework of descriptors and definitions by the netball video analysis consensus group
Mackay, Lois, Jones, Ben, Janse Van Rensburg, Dina Christina (Christa), Hall, Francine, Alexander, Lisa, Atkinson, Karen, Baldrey, Pippa, Bedford, Anthony, Cormack, Stuart, Clarke, Jade, Croft, Hayden, Denton, Katie, Fox, Aaron S., Hadley, Paige, Handyside, Richard, Hendricks, Sharief, Kerss, Jim, Leota, Liana, Maddern, Bjorn, ... Whitehead, Sarah. (2023). Consensus on a netball video analysis framework of descriptors and definitions by the netball video analysis consensus group. British Journal of Sports Medicine. 57, pp. 441-449. https://doi.org/10.1136/bjsports-2022-106187
The field and resistance training loads of academy rugby league players during a preseason : Comparisons across playing positions
Moore, David Anthony, Jones, Ben, Weakley, Jonathon, Whitehead, Sarah and Till, Kevin. (2022). The field and resistance training loads of academy rugby league players during a preseason : Comparisons across playing positions. PLoS ONE. 17(8), p. Article e0272817. https://doi.org/10.1371/journal.pone.0272817