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Clarifying the structure of serious head and spine injury in youth Rugby Union players
This study aimed to clarify the cause of rugby head and spinal cord injuries through a network centrality analysis of 14-year (2004–2018) longitudinal data in Japan. The study hypothesis is that understanding the causal relationship among the occurrence of serious injuries, the quality of player exp...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7363091/ https://www.ncbi.nlm.nih.gov/pubmed/32667924 http://dx.doi.org/10.1371/journal.pone.0235035 |
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author | Sasaki, Koh Sato, Haruhiko Nakamura, Akihiko Yamamoto, Takumi Watanabe, Ichiro Katsuta, Takashi Kono, Ichiro |
author_facet | Sasaki, Koh Sato, Haruhiko Nakamura, Akihiko Yamamoto, Takumi Watanabe, Ichiro Katsuta, Takashi Kono, Ichiro |
author_sort | Sasaki, Koh |
collection | PubMed |
description | This study aimed to clarify the cause of rugby head and spinal cord injuries through a network centrality analysis of 14-year (2004–2018) longitudinal data in Japan. The study hypothesis is that understanding the causal relationship among the occurrence of serious injuries, the quality of player experience and play situation as a network structure could be possible to obtain practical knowledge on injury prevention. In this study, bipartite graphs are used to make it easier to understand the situation of players and injuries. This would also help to elucidate more characteristic subgroup. A network bipartite graph and subgroup (cluster) analyses were performed to clarify the injured players' experience and the cause of injury. We used the algorithm of R program, IGRAPH, clustering edge betweenness. For subgroup extraction, the modularity Q value was used to determine which step to cut. The Japanese rugby population was 93,873 (2014–2018 average), and 27% were high school students. The data showed that careful attention would be particularly needed for groups of inexperienced Japanese high school players. Our study suggests that we should consider introducing rules that prohibit “head-on collisions” in youth rugby. |
format | Online Article Text |
id | pubmed-7363091 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-73630912020-07-27 Clarifying the structure of serious head and spine injury in youth Rugby Union players Sasaki, Koh Sato, Haruhiko Nakamura, Akihiko Yamamoto, Takumi Watanabe, Ichiro Katsuta, Takashi Kono, Ichiro PLoS One Research Article This study aimed to clarify the cause of rugby head and spinal cord injuries through a network centrality analysis of 14-year (2004–2018) longitudinal data in Japan. The study hypothesis is that understanding the causal relationship among the occurrence of serious injuries, the quality of player experience and play situation as a network structure could be possible to obtain practical knowledge on injury prevention. In this study, bipartite graphs are used to make it easier to understand the situation of players and injuries. This would also help to elucidate more characteristic subgroup. A network bipartite graph and subgroup (cluster) analyses were performed to clarify the injured players' experience and the cause of injury. We used the algorithm of R program, IGRAPH, clustering edge betweenness. For subgroup extraction, the modularity Q value was used to determine which step to cut. The Japanese rugby population was 93,873 (2014–2018 average), and 27% were high school students. The data showed that careful attention would be particularly needed for groups of inexperienced Japanese high school players. Our study suggests that we should consider introducing rules that prohibit “head-on collisions” in youth rugby. Public Library of Science 2020-07-15 /pmc/articles/PMC7363091/ /pubmed/32667924 http://dx.doi.org/10.1371/journal.pone.0235035 Text en © 2020 Sasaki et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Sasaki, Koh Sato, Haruhiko Nakamura, Akihiko Yamamoto, Takumi Watanabe, Ichiro Katsuta, Takashi Kono, Ichiro Clarifying the structure of serious head and spine injury in youth Rugby Union players |
title | Clarifying the structure of serious head and spine injury in youth Rugby Union players |
title_full | Clarifying the structure of serious head and spine injury in youth Rugby Union players |
title_fullStr | Clarifying the structure of serious head and spine injury in youth Rugby Union players |
title_full_unstemmed | Clarifying the structure of serious head and spine injury in youth Rugby Union players |
title_short | Clarifying the structure of serious head and spine injury in youth Rugby Union players |
title_sort | clarifying the structure of serious head and spine injury in youth rugby union players |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7363091/ https://www.ncbi.nlm.nih.gov/pubmed/32667924 http://dx.doi.org/10.1371/journal.pone.0235035 |
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