A novel application of entropy analysis for assessing changes in movement variability during cumulative tackles in young elite rugby league players

Bruno Fernández-Valdés, Ben Jones, Sharief Hendricks, D. Weaving, Carlos Ramirez-Lopez, Sarah Whitehead, Jacob Gonzalez, Jose Gisbert-Orozco, Michela Trabucchi, Gerard Moras

Research output: Contribution to journalArticle (journal)peer-review

8 Citations (Scopus)
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Abstract

The aim of this study was to identify between-position (forwards vs. backs) differences in
movement variability in cumulative tackle events training during both attacking and defensive roles. Eleven
elite adolescent male rugby league players volunteered to participate in this study (mean ± SD, age;
18.5 ± 0.5 years, height; 179.5 ± 5.0 cm, body mass; 88.3 ± 13.0 kg). Participants performed a drill
encompassing four blocks of six tackling (i.e. tackling an opponent) and six tackled (i.e. being tackled by an
opponent while carrying a ball) events (i.e. 48 total tackles) while wearing a micro-technological inertial
measurement unit (WIMU, Realtrack Systems, Spain). The acceleration data were used to calculate sample
entropy (SampEn) to analyse the movement variability during tackles performance. In tackling actions SampEn
showed significant between-position differences in block 1 (p = 0.0001) and block 2 (p = 0.0003). Significant
between-block differences were observed in backs (block 1 vs 3, p = 0,0021; and block 1 vs 4, p = 0,0001)
but not in forwards. When being tackled, SampEn showed significant between-position differences in block
1 (p = 0.0007) and block 3 (p = 0.0118). Significant between-block differences were only observed for backs
in block 1 vs 4 (p = 0,0025). Movement variability shows a progressive reduction with cumulative tackle events,
especially in backs and when in the defensive role (tackling). Forwards present lower movement variability
values in all blocks, particularly in the first block, both in the attacking and defensive role. Entropy measures
can be used by practitioners as an alternative tool to analyse the temporal structure of variability of tackle
actions and quantify the load of these actions according to playing position.
Original languageEnglish
Pages (from-to)161-170
Number of pages10
JournalBiology of Sport
Volume40
Issue number1
Early online date18 Feb 2022
DOIs
Publication statusPublished - 1 Jan 2023

Keywords

  • Dynamical systems
  • Measurement
  • Motor Control
  • Team Sport
  • Technology

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