Cargando…

Twitter and traumatic brain injury: A content and sentiment analysis of tweets pertaining to sport-related brain injury

OBJECTIVES: Sport-related traumatic brain injuries are a significant public health burden, with hundreds of thousands sustained annually in North America. While sports offer numerous physical and social health benefits, traumatic brain injuries such as concussion can seriously impact a player’s life...

Descripción completa

Detalles Bibliográficos
Autores principales: Workewych, Adriana M, Ciuffetelli Muzzi, Madeline, Jing, Rowan, Zhang, Stanley, Topolovec-Vranic, Jane, Cusimano, Michael D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5574478/
https://www.ncbi.nlm.nih.gov/pubmed/28890783
http://dx.doi.org/10.1177/2050312117720057
_version_ 1783259846621003776
author Workewych, Adriana M
Ciuffetelli Muzzi, Madeline
Jing, Rowan
Zhang, Stanley
Topolovec-Vranic, Jane
Cusimano, Michael D
author_facet Workewych, Adriana M
Ciuffetelli Muzzi, Madeline
Jing, Rowan
Zhang, Stanley
Topolovec-Vranic, Jane
Cusimano, Michael D
author_sort Workewych, Adriana M
collection PubMed
description OBJECTIVES: Sport-related traumatic brain injuries are a significant public health burden, with hundreds of thousands sustained annually in North America. While sports offer numerous physical and social health benefits, traumatic brain injuries such as concussion can seriously impact a player’s life, athletic career, and sport enjoyment. The culture in many sports encourages winning at all costs, placing athletes at risk for traumatic brain injuries. As social media has become a central part of everyday life, the content of users’ messages often reflects the prevailing culture related to a particular event or health issue. METHODS: We hypothesized that Twitter data might be useful for understanding public perceptions and misperceptions of sport-related traumatic brain injuries. We performed a content and sentiment analysis of 7483 Twitter(®) tweets related to traumatic brain injuries in sports collected during June and July 2013. RESULTS: We identified five major themes. Users tweeted about personal traumatic brain injuries experiences, reported traumatic brain injuries in professional athletes, shared research about sport-related concussions, and discussed policy and safety in injury prevention, such as helmet use. We identified mixed perceptions of and sentiment toward traumatic brain injuries in sports: both an understanding that brain injuries are serious and disregard for activities that might reduce the public burden of traumatic brain injuries were prevalent in our Twitter analysis. CONCLUSION: While the scientific and medical community considers a concussion a form of traumatic brain injuries, our study demonstrates a misunderstanding of this fact among the public. In our current digital age, social media can provide useful insight into the culture around a health issue, facilitating implementation of prevention and treatment strategies.
format Online
Article
Text
id pubmed-5574478
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher SAGE Publications
record_format MEDLINE/PubMed
spelling pubmed-55744782017-09-08 Twitter and traumatic brain injury: A content and sentiment analysis of tweets pertaining to sport-related brain injury Workewych, Adriana M Ciuffetelli Muzzi, Madeline Jing, Rowan Zhang, Stanley Topolovec-Vranic, Jane Cusimano, Michael D SAGE Open Med Original Article OBJECTIVES: Sport-related traumatic brain injuries are a significant public health burden, with hundreds of thousands sustained annually in North America. While sports offer numerous physical and social health benefits, traumatic brain injuries such as concussion can seriously impact a player’s life, athletic career, and sport enjoyment. The culture in many sports encourages winning at all costs, placing athletes at risk for traumatic brain injuries. As social media has become a central part of everyday life, the content of users’ messages often reflects the prevailing culture related to a particular event or health issue. METHODS: We hypothesized that Twitter data might be useful for understanding public perceptions and misperceptions of sport-related traumatic brain injuries. We performed a content and sentiment analysis of 7483 Twitter(®) tweets related to traumatic brain injuries in sports collected during June and July 2013. RESULTS: We identified five major themes. Users tweeted about personal traumatic brain injuries experiences, reported traumatic brain injuries in professional athletes, shared research about sport-related concussions, and discussed policy and safety in injury prevention, such as helmet use. We identified mixed perceptions of and sentiment toward traumatic brain injuries in sports: both an understanding that brain injuries are serious and disregard for activities that might reduce the public burden of traumatic brain injuries were prevalent in our Twitter analysis. CONCLUSION: While the scientific and medical community considers a concussion a form of traumatic brain injuries, our study demonstrates a misunderstanding of this fact among the public. In our current digital age, social media can provide useful insight into the culture around a health issue, facilitating implementation of prevention and treatment strategies. SAGE Publications 2017-08-25 /pmc/articles/PMC5574478/ /pubmed/28890783 http://dx.doi.org/10.1177/2050312117720057 Text en © The Author(s) 2017 http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Article
Workewych, Adriana M
Ciuffetelli Muzzi, Madeline
Jing, Rowan
Zhang, Stanley
Topolovec-Vranic, Jane
Cusimano, Michael D
Twitter and traumatic brain injury: A content and sentiment analysis of tweets pertaining to sport-related brain injury
title Twitter and traumatic brain injury: A content and sentiment analysis of tweets pertaining to sport-related brain injury
title_full Twitter and traumatic brain injury: A content and sentiment analysis of tweets pertaining to sport-related brain injury
title_fullStr Twitter and traumatic brain injury: A content and sentiment analysis of tweets pertaining to sport-related brain injury
title_full_unstemmed Twitter and traumatic brain injury: A content and sentiment analysis of tweets pertaining to sport-related brain injury
title_short Twitter and traumatic brain injury: A content and sentiment analysis of tweets pertaining to sport-related brain injury
title_sort twitter and traumatic brain injury: a content and sentiment analysis of tweets pertaining to sport-related brain injury
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5574478/
https://www.ncbi.nlm.nih.gov/pubmed/28890783
http://dx.doi.org/10.1177/2050312117720057
work_keys_str_mv AT workewychadrianam twitterandtraumaticbraininjuryacontentandsentimentanalysisoftweetspertainingtosportrelatedbraininjury
AT ciuffetellimuzzimadeline twitterandtraumaticbraininjuryacontentandsentimentanalysisoftweetspertainingtosportrelatedbraininjury
AT jingrowan twitterandtraumaticbraininjuryacontentandsentimentanalysisoftweetspertainingtosportrelatedbraininjury
AT zhangstanley twitterandtraumaticbraininjuryacontentandsentimentanalysisoftweetspertainingtosportrelatedbraininjury
AT topolovecvranicjane twitterandtraumaticbraininjuryacontentandsentimentanalysisoftweetspertainingtosportrelatedbraininjury
AT cusimanomichaeld twitterandtraumaticbraininjuryacontentandsentimentanalysisoftweetspertainingtosportrelatedbraininjury