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Quantifying the Collision Dose in Rugby League: A Systematic Review, Meta-analysis, and Critical Analysis.

Mitchell NaughtonBen JonesSharief HendricksDoug KingAron MurphyCloe Cummins
Published in: Sports medicine - open (2020)
Video- and microtechnology-based methods have been utilised to quantify collisions in the rugby league with differential collision profiles observed between forward and back positional groups, and their distinct subgroups. The ball carry demands of forwards and backs were similar, whilst tackle demands were greater for forwards than backs. Microtechnology has been used inconsistently to quantify collision frequency and intensity. Despite widespread popularity, a number of the microtechnology devices have yet to be appropriately validated. Limitations exist in using microtechnology to quantify collision intensity, including the lack of consistency and limited validation. Future directions include application of machine learning approaches to differentiate types of collisions in microtechnology datasets.
Keyphrases
  • machine learning
  • systematic review
  • high intensity
  • meta analyses
  • randomized controlled trial
  • rna seq
  • clinical evaluation