Breast cancer in Twitter: A real-world data exploratory study

R. Sanchez Bayona, L. Chang-Azancot, M. A. Alvarez de Mon, M. Llavero, M. Vallejo,I. Gardeazabal,D. Salas, P. Sala Elarre,I. Baraibar Argota, I. Eguren, M. Santisteban Eslava,L. Ceniceros,E. Castanon Alvarez

Annals of Oncology(2018)

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摘要
Background: In the era of big data, the presence of cancer in social media is undeniable. Twitter is one of the biggest networks worldwide, therefore, it establishes an enormous real-world data field of interest when studying health issues. As far as we know, there are no exploratory studies about the content or the authorship of tweets related to breast cancer. Methods: Tweets (original and re-tweets) with the hashtag #BreastCancer posted on Twitter during a 7-day period were collected. For the analysis, tweets were categorised based on their content (medical vs non medical and if medical, appropriate vs inappropriate), user information (private account vs institution or public account), the aim of the tweet (patients’ experience, relatives’ experience, advertising, scientific content, fund-raising and patient advocacy) and also on the extent to which they indicated a stigmatising attitude towards cancer. Tweets were further grouped into subthemes: diagnosis, treatment, prognosis and prevention (life-style and other risk factors). Results: A total of 6341 tweets were collected (3703 original and 2638 re-tweets). When analysing original tweets, only 31% had medical content and in these, 90% were considered to have appropriate content. A stigmatising attitude towards cancer was identified in 14.8% of the tweets classified as non-medical content. 60% of the tweets came from private accounts and 40% from institutions or public accounts. Most of the tweets came from patients’ experiences (30.7%), followed by patient advocacy (25.3%). When considering subthemes, the most common topic was cancer prevention (44.5%). Description of tweets (%) containing #BreastCancer in a 7-day period.Table: 360P_PRClassificationN of tweets (%)TweetsOriginal3703Including re-tweets6341ContentMedical1144 (31%, 90% appropriate content)Non-medical2559 (69%, 14.8% stigmatising)AimPatient’s experience1137 (30.7%)Relative’s experience96 (2.6%)Advertising585 (15.8%)Scientific641 (17.3%)Fund-raising307 (8.3%)Patient-advocacy937 (25.3%)User accountPrivate2222 (60%)Institution/Public1481 (40%)SubthemeDiagnosis689 (18.6%)Treatment944 (25.5%)Prognosis422 (11.4%)Prevention and others1648 (44.5%) Open table in a new tab Conclusions: This is the first study to explore the authorship and content of tweets about breast cancer. Twitter users mostly tweet about life-styles and breast cancer awareness. The results of the study may be useful in assisting advocacy organisations to provide information about resources, support and raise awareness. Legal entity responsible for the study: Rodrigo Sánchez-Bayona. Funding: Has not received any funding. Disclosure: All authors have declared no conflicts of interest.
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关键词
twitter,breast cancer,data,real-world
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