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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....
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2016
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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. |
format | Online Article Text |
id | pubmed-4998625 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
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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