A Study of the Demographics of Web-Based Health-Related Social Media Users
BackgroundThe rapid spread of Web-based social media in recent years has impacted how patients share health-related information. However, little work has studied the demographics of these users. ObjectiveOur aim was to study the demographics of users who participa...
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doaj-c8cc389fb9674cf5a59cec61588e129b2021-04-02T19:21:29ZengJMIR PublicationsJournal of Medical Internet Research1438-88712015-08-01178e19410.2196/jmir.4308A Study of the Demographics of Web-Based Health-Related Social Media UsersSadah, Shouq AShahbazi, MoloudWiley, Matthew THristidis, Vagelis BackgroundThe rapid spread of Web-based social media in recent years has impacted how patients share health-related information. However, little work has studied the demographics of these users. ObjectiveOur aim was to study the demographics of users who participate in health-related Web-based social outlets to identify possible links to health care disparities. MethodsWe analyze and compare three different types of health-related social outlets: (1) general Web-based social networks, Twitter and Google+, (2) drug review websites, and (3) health Web forums. We focus on the following demographic attributes: age, gender, ethnicity, location, and writing level. We build and evaluate domain-specific classifiers to infer missing data where possible. The estimated demographic statistics are compared against various baselines, such as Internet and social networks usage of the population. ResultsWe found that (1) drug review websites and health Web forums are dominated by female users, (2) the participants of health-related social outlets are generally older with the exception of the 65+ years bracket, (3) blacks are underrepresented in health-related social networks, (4) users in areas with better access to health care participate more in Web-based health-related social outlets, and (5) the writing level of users in health-related social outlets is significantly lower than the reading level of the population. ConclusionsWe identified interesting and actionable disparities in the participation of various demographic groups to various types of health-related social outlets. These disparities are significantly distinct from the disparities in Internet usage or general social outlets participation.http://www.jmir.org/2015/8/e194/ |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sadah, Shouq A Shahbazi, Moloud Wiley, Matthew T Hristidis, Vagelis |
spellingShingle |
Sadah, Shouq A Shahbazi, Moloud Wiley, Matthew T Hristidis, Vagelis A Study of the Demographics of Web-Based Health-Related Social Media Users Journal of Medical Internet Research |
author_facet |
Sadah, Shouq A Shahbazi, Moloud Wiley, Matthew T Hristidis, Vagelis |
author_sort |
Sadah, Shouq A |
title |
A Study of the Demographics of Web-Based Health-Related Social Media Users |
title_short |
A Study of the Demographics of Web-Based Health-Related Social Media Users |
title_full |
A Study of the Demographics of Web-Based Health-Related Social Media Users |
title_fullStr |
A Study of the Demographics of Web-Based Health-Related Social Media Users |
title_full_unstemmed |
A Study of the Demographics of Web-Based Health-Related Social Media Users |
title_sort |
study of the demographics of web-based health-related social media users |
publisher |
JMIR Publications |
series |
Journal of Medical Internet Research |
issn |
1438-8871 |
publishDate |
2015-08-01 |
description |
BackgroundThe rapid spread of Web-based social media in recent years has impacted how patients share health-related information. However, little work has studied the demographics of these users.
ObjectiveOur aim was to study the demographics of users who participate in health-related Web-based social outlets to identify possible links to health care disparities.
MethodsWe analyze and compare three different types of health-related social outlets: (1) general Web-based social networks, Twitter and Google+, (2) drug review websites, and (3) health Web forums. We focus on the following demographic attributes: age, gender, ethnicity, location, and writing level. We build and evaluate domain-specific classifiers to infer missing data where possible. The estimated demographic statistics are compared against various baselines, such as Internet and social networks usage of the population.
ResultsWe found that (1) drug review websites and health Web forums are dominated by female users, (2) the participants of health-related social outlets are generally older with the exception of the 65+ years bracket, (3) blacks are underrepresented in health-related social networks, (4) users in areas with better access to health care participate more in Web-based health-related social outlets, and (5) the writing level of users in health-related social outlets is significantly lower than the reading level of the population.
ConclusionsWe identified interesting and actionable disparities in the participation of various demographic groups to various types of health-related social outlets. These disparities are significantly distinct from the disparities in Internet usage or general social outlets participation. |
url |
http://www.jmir.org/2015/8/e194/ |
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