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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications Inc.
2015
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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. |
format | Online Article Text |
id | pubmed-4705027 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | JMIR Publications Inc. |
record_format | MEDLINE/PubMed |
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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