Tooby, James https://orcid.org/0000-0002-5398-4416
Scantlebury, Sean
Owen, Cameron
Spiegelhalter, Mily
Dane, Kathryn
Emery, Carolyn A.
Kitchin, Matthew
Phillips, Gemma
Sawczuk, Thomas
Shill, Isla
Till, Kevin
Vishnubala, Dane
Jones, Ben
Article History
Accepted: 6 March 2026
First Online: 10 April 2026
Declarations
:
: SS’s, CO’s, JT’s and MK’s university roles are partially funded by the Rugby Football League. IJS has received funding from World Rugby. BJ and DV are employed as consultants by the Rugby Football League. BJ is employed in a consultancy capacity by PREM Rugby. MS is part-funded by Leeds Rhinos. GP is employed by the Rugby Football League. CO has consulted for Prevent Biometrics Inc. All other authors declare no potential conflicts of interest with the content of this article.
: JT, SS, CO, KT and BJ conceptualised the research project and designed the study. JT, SS, CO, GP and BJ collected data for the study. All authors were responsible for analysis and interpretation of the results. JT, SS, CO, KT, and BJ drafted the manuscript. All authors critically reviewed and edited the manuscript prior to submission. All authors read and approved the final version.
: This project was approved by the Leeds Beckett University Ethics Committee (REF no. 108638).
: Patients and/or the public were not involved in the design, conduct, reporting, or dissemination plans of this research.
: All data relevant to the study are included in the article or uploaded as Supplementary Information. Anonymised data should be available upon reasonable request.