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.
机构:
King Abdulaziz Univ, Fac Dent, Dept Pediat Dent, POB 80200, Jeddah 21589, Saudi ArabiaKing Abdulaziz Univ, Fac Dent, Dept Pediat Dent, POB 80200, Jeddah 21589, Saudi Arabia
机构:
Mayo Clin, Div Cardiovasc Dis & Internal Med, Ctr Social Media, 200 First St,SW, Rochester, MN 55902 USAMayo Clin, Div Cardiovasc Dis & Internal Med, Ctr Social Media, 200 First St,SW, Rochester, MN 55902 USA
机构:
Mayo Clin, Mayo Med Sch, Ctr Social Media, Div Cardiovasc Dis & Internal Med, Rochester, MN USAMayo Clin, Mayo Med Sch, Ctr Social Media, Div Cardiovasc Dis & Internal Med, Rochester, MN USA
Aase, Lee
Timimi, Farris K.
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Mayo Med Sch, Ctr Social Media, Div Cardiovasc Dis & Internal Med, Rochester, MN USAMayo Clin, Mayo Med Sch, Ctr Social Media, Div Cardiovasc Dis & Internal Med, Rochester, MN USA
机构:
Univ Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, NetherlandsUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Fischer, K.
Poonnoose, P.
论文数: 0引用数: 0
h-index: 0
机构:
Christian Med Coll & Hosp, Dept Orthopaed, Vellore, Tamil Nadu, IndiaUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Poonnoose, P.
Dunn, A. L.
论文数: 0引用数: 0
h-index: 0
机构:
Nationwide Childrens Hosp, Div Hematol & Oncol, Columbus, OH USA
Ohio State Univ, Columbus, OH 43210 USAUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Dunn, A. L.
Babyn, P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Saskatchewan, Dept Med Imaging, Saskatoon, SK, Canada
Royal Univ Hosp, Saskatoon Hlth Reg, Saskatoon, SK, CanadaUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Babyn, P.
Manco-Johnson, M. J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Pediat, Sect Hematol Oncol Bone Marrow Transplantat, Anschutz Med Campus, Aurora, CO USA
Childrens Hosp, Aurora, CO USAUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Manco-Johnson, M. J.
David, J. A.
论文数: 0引用数: 0
h-index: 0
机构:
Christian Med Coll & Hosp, Dept PMR, Vellore, Tamil Nadu, IndiaUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
David, J. A.
van der Net, J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr, Child Dev & Exercise Ctr, Child Hlth Serv, Utrecht, Netherlands
Childrens Hosp, Utrecht, NetherlandsUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
van der Net, J.
Feldman, B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Hosp Sick Children, Dept Paediat & Child Hlth Evaluat Sci, Div Rheumatol,Res Inst, Toronto, ON, CanadaUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Feldman, B.
Berger, K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hosp Munich, Div Haematol Oncol, Munich, GermanyUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Berger, K.
Carcao, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Paediat & Child Hlth Evaluat Sci, Hosp Sick Children, Div Haematol Oncol,Res Inst, Toronto, ON, CanadaUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Carcao, M.
de Kleijn, P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Univ Med Ctr Utrecht, Dept Rehabil Nursing Sci & Sports, Utrecht, NetherlandsUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
de Kleijn, P.
Silva, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Orthopaed Inst Children, Dept Orthopaed Surg, Los Angeles, CA 90095 USAUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Silva, M.
Hilliard, P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Hosp Sick Children, Dept Rehabil, Res Inst, Toronto, ON, CanadaUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Hilliard, P.
Doria, A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Hosp Sick Children, Dept Diagnost Imaging, Res Inst, Toronto, ON, CanadaUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Doria, A.
Srivastava, A.
论文数: 0引用数: 0
h-index: 0
机构:
Christian Med Coll & Hosp, Dept Haematol, Vellore, Tamil Nadu, IndiaUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
Srivastava, A.
Blanchette, V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Paediat & Child Hlth Evaluat Sci, Hosp Sick Children, Div Haematol Oncol,Res Inst, Toronto, ON, CanadaUniv Med Ctr Utrecht, Van Creveldklin, Room HP C01-425,POB 85500, NL-3508 GA Utrecht, Netherlands
机构:
Univ Toronto, St Michaels Hosp, Ctr Therapeut Endoscopy & Endoscop Oncol, Toronto, ON, CanadaUniv Toronto, St Michaels Hosp, Ctr Therapeut Endoscopy & Endoscop Oncol, Toronto, ON, Canada
Pawlak, Katarzyna M. M.
Lui, Rashid N. N.
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Univ Hong Kong, Dept Med & Therapeut, Div Gastroenterol & Hepatol, Hong Kong, Peoples R China
Chinese Univ Hong Kong, Dept Clin Oncol, Hong Kong, Peoples R ChinaUniv Toronto, St Michaels Hosp, Ctr Therapeut Endoscopy & Endoscop Oncol, Toronto, ON, Canada
Lui, Rashid N. N.
Bilal, Mohammad
论文数: 0引用数: 0
h-index: 0
机构:
Minneapolis VA Med Ctr, Dept Med, Div Gastroenterol, Minneapolis, MN USAUniv Toronto, St Michaels Hosp, Ctr Therapeut Endoscopy & Endoscop Oncol, Toronto, ON, Canada
Bilal, Mohammad
Siau, Keith
论文数: 0引用数: 0
h-index: 0
机构:
Royal Cornwall Hosp NHS Trust, Dept Gastroenterol, Truro, Cornwall, EnglandUniv Toronto, St Michaels Hosp, Ctr Therapeut Endoscopy & Endoscop Oncol, Toronto, ON, Canada