Cargando…

#Dementia: An Evaluation of the Worldwide Dementia Twitter Network

Social media engages an international network of healthcare stakeholders. Our study characterized the #dementia community on Twitter, which we hypothesized has increased substantially in the last six years. Symplur Signals, a healthcare social media analytics platform, was used to analyze public #de...

Descripción completa

Detalles Bibliográficos
Autores principales: Ayyaswami, Varun, Padmanabhan, Divya, Prabhu, Arpan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7740587/
http://dx.doi.org/10.1093/geroni/igaa057.328
_version_ 1783623566134083584
author Ayyaswami, Varun
Padmanabhan, Divya
Prabhu, Arpan
author_facet Ayyaswami, Varun
Padmanabhan, Divya
Prabhu, Arpan
author_sort Ayyaswami, Varun
collection PubMed
description Social media engages an international network of healthcare stakeholders. Our study characterized the #dementia community on Twitter, which we hypothesized has increased substantially in the last six years. Symplur Signals, a healthcare social media analytics platform, was used to analyze public #dementia tweets between 1/1/2014 and 12/31/2019. Spam or users unclassified by the platform were excluded. Tweet activity, content, user characteristics, engagement, associated hashtags, sentiment, and network analysis metrics were obtained. Exactly 2,149,494 tweets made by 105,938 users resulted in 21,460,413,770 impressions. There was a 44.6% and 29.1% compound annual growth rate of tweets and users, respectively. The five most frequently tweeted words were people, care, help, living, and support. Among users with identifiable locations, the United Kingdom, United States, and Canada had the greatest number of users. Healthcare associated individuals (17.8%), health advocacy organizations (17.6%), non-healthcare associated individuals (17.0%), and non-healthcare associated organizations (13.8%) were among the top 500 influencers based on tweet number. Hashtags related to caregiving (#Caregiving, #carers, #care, #caregivers, #caregiver, #dementiacare) and Alzheimer’s disease (#alzheimers, #Alzheimer, #Alz, #EndAlz) were among the top 15 associated hashtags. Analysis of the 1,000 most recent tweets shows more tweets with positive (71.0%) than negative (29.0%) sentiments. Network analysis mapping connections between users shows advocacy organizations (i.e. @ASAging) and other health individuals (i.e. @LEAD_Coalition) were central conversation hubs in 2019. The #dementia network discusses themes important to older adults. The network’s rapid growth has enabled increased dissemination of dementia-related information by both healthcare and non-healthcare associated individuals and organizations.
format Online
Article
Text
id pubmed-7740587
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-77405872020-12-21 #Dementia: An Evaluation of the Worldwide Dementia Twitter Network Ayyaswami, Varun Padmanabhan, Divya Prabhu, Arpan Innov Aging Abstracts Social media engages an international network of healthcare stakeholders. Our study characterized the #dementia community on Twitter, which we hypothesized has increased substantially in the last six years. Symplur Signals, a healthcare social media analytics platform, was used to analyze public #dementia tweets between 1/1/2014 and 12/31/2019. Spam or users unclassified by the platform were excluded. Tweet activity, content, user characteristics, engagement, associated hashtags, sentiment, and network analysis metrics were obtained. Exactly 2,149,494 tweets made by 105,938 users resulted in 21,460,413,770 impressions. There was a 44.6% and 29.1% compound annual growth rate of tweets and users, respectively. The five most frequently tweeted words were people, care, help, living, and support. Among users with identifiable locations, the United Kingdom, United States, and Canada had the greatest number of users. Healthcare associated individuals (17.8%), health advocacy organizations (17.6%), non-healthcare associated individuals (17.0%), and non-healthcare associated organizations (13.8%) were among the top 500 influencers based on tweet number. Hashtags related to caregiving (#Caregiving, #carers, #care, #caregivers, #caregiver, #dementiacare) and Alzheimer’s disease (#alzheimers, #Alzheimer, #Alz, #EndAlz) were among the top 15 associated hashtags. Analysis of the 1,000 most recent tweets shows more tweets with positive (71.0%) than negative (29.0%) sentiments. Network analysis mapping connections between users shows advocacy organizations (i.e. @ASAging) and other health individuals (i.e. @LEAD_Coalition) were central conversation hubs in 2019. The #dementia network discusses themes important to older adults. The network’s rapid growth has enabled increased dissemination of dementia-related information by both healthcare and non-healthcare associated individuals and organizations. Oxford University Press 2020-12-16 /pmc/articles/PMC7740587/ http://dx.doi.org/10.1093/geroni/igaa057.328 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of The Gerontological Society of America. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstracts
Ayyaswami, Varun
Padmanabhan, Divya
Prabhu, Arpan
#Dementia: An Evaluation of the Worldwide Dementia Twitter Network
title #Dementia: An Evaluation of the Worldwide Dementia Twitter Network
title_full #Dementia: An Evaluation of the Worldwide Dementia Twitter Network
title_fullStr #Dementia: An Evaluation of the Worldwide Dementia Twitter Network
title_full_unstemmed #Dementia: An Evaluation of the Worldwide Dementia Twitter Network
title_short #Dementia: An Evaluation of the Worldwide Dementia Twitter Network
title_sort #dementia: an evaluation of the worldwide dementia twitter network
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7740587/
http://dx.doi.org/10.1093/geroni/igaa057.328
work_keys_str_mv AT ayyaswamivarun dementiaanevaluationoftheworldwidedementiatwitternetwork
AT padmanabhandivya dementiaanevaluationoftheworldwidedementiatwitternetwork
AT prabhuarpan dementiaanevaluationoftheworldwidedementiatwitternetwork