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A Study of the Demographics of Web-Based Health-Related Social Media Users

BACKGROUND: The 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. OBJECTIVE: Our aim was to study the demographics of users who participate in health-related Web-based s...

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Autores principales: Sadah, Shouq A, Shahbazi, Moloud, Wiley, Matthew T, Hristidis, Vagelis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications Inc. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4705027/
https://www.ncbi.nlm.nih.gov/pubmed/26250986
http://dx.doi.org/10.2196/jmir.4308
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author Sadah, Shouq A
Shahbazi, Moloud
Wiley, Matthew T
Hristidis, Vagelis
author_facet Sadah, Shouq A
Shahbazi, Moloud
Wiley, Matthew T
Hristidis, Vagelis
author_sort Sadah, Shouq A
collection PubMed
description BACKGROUND: The 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. OBJECTIVE: Our 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. METHODS: We 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. RESULTS: We 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. CONCLUSIONS: We 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.
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spelling pubmed-47050272016-01-12 A Study of the Demographics of Web-Based Health-Related Social Media Users Sadah, Shouq A Shahbazi, Moloud Wiley, Matthew T Hristidis, Vagelis J Med Internet Res Original Paper BACKGROUND: The 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. OBJECTIVE: Our 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. METHODS: We 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. RESULTS: We 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. CONCLUSIONS: We 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. JMIR Publications Inc. 2015-08-06 /pmc/articles/PMC4705027/ /pubmed/26250986 http://dx.doi.org/10.2196/jmir.4308 Text en ©Shouq A Sadah, Moloud Shahbazi, Matthew T Wiley, Vagelis Hristidis. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 06.08.2015. https://creativecommons.org/licenses/by/2.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/ (https://creativecommons.org/licenses/by/2.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Sadah, Shouq A
Shahbazi, Moloud
Wiley, Matthew T
Hristidis, Vagelis
A Study of the Demographics of Web-Based Health-Related Social Media Users
title 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_short 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
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4705027/
https://www.ncbi.nlm.nih.gov/pubmed/26250986
http://dx.doi.org/10.2196/jmir.4308
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