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

被引:3
|
作者
Chen, Robert [1 ,2 ]
Muralidharan, Kavitha [1 ,2 ]
Samelson-Jones, Benjamin J. [2 ,3 ]
机构
[1] Univ Penn, Dept Pathol & Lab Med, Perelman Sch Med, Philadelphia, PA USA
[2] Univ Penn, Dept Pediat, Div Hematol, Perelman Sch Med, Philadelphia, PA 19104 USA
[3] Childrens Hosp Philadelphia, Raymond G Perelman Ctr Cellular & Mol Therapeut, Philadelphia, PA 19104 USA
关键词
data science; education; haemophilia; natural language processing; social media; text classification; CANCER-PATIENTS; TWITTER; COMMUNICATION; COMMUNITY; ONLINE;
D O I
10.1111/hae.14510
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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.
引用
收藏
页码:247 / 253
页数:7
相关论文
共 50 条
  • [1] Use of Social Media for Health Advocacy for Digital Communities: Descriptive Study
    Ezeilo, Chidimma Ogechukwu
    Leon, Nicholas
    Jajodia, Anushka
    Han, Hae-Ra
    JMIR FORMATIVE RESEARCH, 2023, 7
  • [2] The use of a disability model in haemophilia research
    van Genderen, FR
    van Meeteren, NLU
    Heijnen, L
    Van Den Berg, HM
    Helders, PJM
    HAEMOPHILIA, 2005, 11 (05) : 472 - 480
  • [3] Social Media and Health Care, Part I: Literature Review of Social Media Use by Health Care Providers
    Farsi, Deema
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2021, 23 (04)
  • [4] SOCIAL MEDIA USE IN CANCER CARE
    Watson, Joni
    SEMINARS IN ONCOLOGY NURSING, 2018, 34 (02) : 126 - 131
  • [5] The Shape of Digital Engagement Health Care and Social Media
    Timimi, Farris K.
    JOURNAL OF AMBULATORY CARE MANAGEMENT, 2013, 36 (03) : 187 - 192
  • [6] Health Care Social Media:Engagement and Health Care in the Digital Era
    Aase, Lee
    Timimi, Farris K.
    CLINICAL OBSTETRICS AND GYNECOLOGY, 2013, 56 (03) : 471 - 476
  • [7] Choosing outcome assessment tools in haemophilia care and research: a multidisciplinary perspective
    Fischer, K.
    Poonnoose, P.
    Dunn, A. L.
    Babyn, P.
    Manco-Johnson, M. J.
    David, J. A.
    van der Net, J.
    Feldman, B.
    Berger, K.
    Carcao, M.
    de Kleijn, P.
    Silva, M.
    Hilliard, P.
    Doria, A.
    Srivastava, A.
    Blanchette, V.
    HAEMOPHILIA, 2017, 23 (01) : 11 - 24
  • [8] How to use social media for scientific advocacy and personal branding
    Pawlak, Katarzyna M. M.
    Lui, Rashid N. N.
    Bilal, Mohammad
    Siau, Keith
    UNITED EUROPEAN GASTROENTEROLOGY JOURNAL, 2023, 11 (05) : 488 - 491
  • [9] Research trends in social media addiction and problematic social media use: A bibliometric analysis
    Pellegrino, Alfonso
    Stasi, Alessandro
    Bhatiasevi, Veera
    FRONTIERS IN PSYCHIATRY, 2022, 13
  • [10] The Strategic Imperative for the Use of Social Media in Health Care
    Kotsenas, Amy L.
    Arce, Makala
    Aase, Lee
    Timimi, Farris K.
    Young, Colleen
    Wald, John T.
    JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY, 2018, 15 (01) : 155 - 161