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The Source and Credibility of Colorectal Cancer Information on Twitter

Despite the rapid penetration of social media in modern life, there has been limited research conducted on whether social media serves as a credible source of health information. In this study, we propose to identify colorectal cancer information on Twitter and assess its informational credibility....

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Autores principales: Park, SoHyun, Oh, Heung-Kwon, Park, Gibeom, Suh, Bongwon, Bae, Woo Kyung, Kim, Jin Won, Yoon, Hyuk, Kim, Duck-Woo, Kang, Sung-Bum
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer Health 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4998625/
https://www.ncbi.nlm.nih.gov/pubmed/26886625
http://dx.doi.org/10.1097/MD.0000000000002775
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author Park, SoHyun
Oh, Heung-Kwon
Park, Gibeom
Suh, Bongwon
Bae, Woo Kyung
Kim, Jin Won
Yoon, Hyuk
Kim, Duck-Woo
Kang, Sung-Bum
author_facet Park, SoHyun
Oh, Heung-Kwon
Park, Gibeom
Suh, Bongwon
Bae, Woo Kyung
Kim, Jin Won
Yoon, Hyuk
Kim, Duck-Woo
Kang, Sung-Bum
author_sort Park, SoHyun
collection PubMed
description Despite the rapid penetration of social media in modern life, there has been limited research conducted on whether social media serves as a credible source of health information. In this study, we propose to identify colorectal cancer information on Twitter and assess its informational credibility. We collected Twitter messages containing colorectal cancer-related keywords, over a 3-month period. A review of sample tweets yielded content and user categorization schemes. The results of the sample analysis were applied to classify all collected tweets and users, using a machine learning technique. The credibility of the information in the sampled tweets was evaluated. A total of 76,119 tweets were analyzed. Individual users authored the majority of tweets (n = 68,982, 90.6%). They mostly tweeted about news articles/research (n = 16,761, 22.0%) and risk/prevention (n = 14,767, 19.4%). Medical professional users generated only 2.0% of total tweets (n = 1509), and medical institutions rarely tweeted (n = 417, 0.6%). Organizations tended to tweet more about information than did individuals (85.2% vs 63.1%; P < 0.001). Credibility analysis of medically relevant sample tweets revealed that most were medically correct (n = 1763, 84.5%). Among those, more frequently retweeted tweets contained more medically correct information than randomly selected tweets (90.7% vs 83.2%; P < 0.01). Our results demonstrate an interest in and an engagement with colorectal cancer information from a large number and variety of users. Coupled with the Internet's potential to increase social support, Twitter may contribute to enhancing public health and empowering users, when used with proper caution.
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spelling pubmed-49986252016-09-06 The Source and Credibility of Colorectal Cancer Information on Twitter Park, SoHyun Oh, Heung-Kwon Park, Gibeom Suh, Bongwon Bae, Woo Kyung Kim, Jin Won Yoon, Hyuk Kim, Duck-Woo Kang, Sung-Bum Medicine (Baltimore) 5700 Despite the rapid penetration of social media in modern life, there has been limited research conducted on whether social media serves as a credible source of health information. In this study, we propose to identify colorectal cancer information on Twitter and assess its informational credibility. We collected Twitter messages containing colorectal cancer-related keywords, over a 3-month period. A review of sample tweets yielded content and user categorization schemes. The results of the sample analysis were applied to classify all collected tweets and users, using a machine learning technique. The credibility of the information in the sampled tweets was evaluated. A total of 76,119 tweets were analyzed. Individual users authored the majority of tweets (n = 68,982, 90.6%). They mostly tweeted about news articles/research (n = 16,761, 22.0%) and risk/prevention (n = 14,767, 19.4%). Medical professional users generated only 2.0% of total tweets (n = 1509), and medical institutions rarely tweeted (n = 417, 0.6%). Organizations tended to tweet more about information than did individuals (85.2% vs 63.1%; P < 0.001). Credibility analysis of medically relevant sample tweets revealed that most were medically correct (n = 1763, 84.5%). Among those, more frequently retweeted tweets contained more medically correct information than randomly selected tweets (90.7% vs 83.2%; P < 0.01). Our results demonstrate an interest in and an engagement with colorectal cancer information from a large number and variety of users. Coupled with the Internet's potential to increase social support, Twitter may contribute to enhancing public health and empowering users, when used with proper caution. Wolters Kluwer Health 2016-02-18 /pmc/articles/PMC4998625/ /pubmed/26886625 http://dx.doi.org/10.1097/MD.0000000000002775 Text en Copyright © 2016 Wolters Kluwer Health, Inc. All rights reserved. http://creativecommons.org/licenses/by-nc/4.0 This is an open access article distributed under the Creative Commons Attribution-NonCommercial License, where it is permissible to download, share and reproduce the work in any medium, provided it is properly cited. The work cannot be used commercially. http://creativecommons.org/licenses/by-nc/4.0
spellingShingle 5700
Park, SoHyun
Oh, Heung-Kwon
Park, Gibeom
Suh, Bongwon
Bae, Woo Kyung
Kim, Jin Won
Yoon, Hyuk
Kim, Duck-Woo
Kang, Sung-Bum
The Source and Credibility of Colorectal Cancer Information on Twitter
title The Source and Credibility of Colorectal Cancer Information on Twitter
title_full The Source and Credibility of Colorectal Cancer Information on Twitter
title_fullStr The Source and Credibility of Colorectal Cancer Information on Twitter
title_full_unstemmed The Source and Credibility of Colorectal Cancer Information on Twitter
title_short The Source and Credibility of Colorectal Cancer Information on Twitter
title_sort source and credibility of colorectal cancer information on twitter
topic 5700
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4998625/
https://www.ncbi.nlm.nih.gov/pubmed/26886625
http://dx.doi.org/10.1097/MD.0000000000002775
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