Literature DB >> 35167716

Digital haemophilia: Insights into the use of social media for haemophilia care, research and advocacy.

Robert Chen1,2, Kavitha Muralidharan1,2, Benjamin J Samelson-Jones2,3.   

Abstract

INTRODUCTION: The haemophilia community on Twitter is diverse, consisting of advocacy groups, patients, physicians, researchers and other users. However, the scope of this community is uncharacterized, and limited data is available regarding effective participation in this community. AIM: To assess the types of users active in the haemophilia community on Twitter, as well as major themes present in haemophilia-related tweets.
METHODS: Forty-nine thousand five hundred and twelve tweets between September 2019 and September 2021 were classified using regular expressions. A subset of the classified tweets was manually analysed to identify prevalent discussion themes.
RESULTS: Among the top 250 users by post count, the largest categories of users were support and advocacy groups, people with bleeding disorders and healthcare providers. The largest thematic categories of tweets were gene therapy, contaminated haemophilia blood products, haemophilia research, clinical management of haemophilia and COVID-19. While misinformation was rare, negative and incorrect perceptions of haemophilia were present among the general public.
CONCLUSION: Our results demonstrate patterns of effective Twitter usage for patient care, research and advocacy purposes among the haemophilia community.
© 2022 John Wiley & Sons Ltd.

Entities:  

Keywords:  data science; education; haemophilia; natural language processing; social media; text classification

Mesh:

Year:  2022        PMID: 35167716      PMCID: PMC8917073          DOI: 10.1111/hae.14510

Source DB:  PubMed          Journal:  Haemophilia        ISSN: 1351-8216            Impact factor:   4.287


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