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#WhyWeTweetMH: Understanding Why People Use Twitter to Discuss Mental Health Problems

BACKGROUND: Use of the social media website Twitter is highly prevalent and has led to a plethora of Web-based social and health-related data available for use by researchers. As such, researchers are increasingly using data from social media to retrieve and analyze mental health-related content. Ho...

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Autores principales: Berry, Natalie, Lobban, Fiona, Belousov, Maksim, Emsley, Richard, Nenadic, Goran, Bucci, Sandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5399219/
https://www.ncbi.nlm.nih.gov/pubmed/28381392
http://dx.doi.org/10.2196/jmir.6173
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author Berry, Natalie
Lobban, Fiona
Belousov, Maksim
Emsley, Richard
Nenadic, Goran
Bucci, Sandra
author_facet Berry, Natalie
Lobban, Fiona
Belousov, Maksim
Emsley, Richard
Nenadic, Goran
Bucci, Sandra
author_sort Berry, Natalie
collection PubMed
description BACKGROUND: Use of the social media website Twitter is highly prevalent and has led to a plethora of Web-based social and health-related data available for use by researchers. As such, researchers are increasingly using data from social media to retrieve and analyze mental health-related content. However, there is limited evidence regarding why people use this emerging platform to discuss mental health problems in the first place. OBJECTIVES: The aim of this study was to explore the reasons why individuals discuss mental health on the social media website Twitter. The study was the first of its kind to implement a study-specific hashtag for research; therefore, we also examined how feasible it was to circulate and analyze a study-specific hashtag for mental health research. METHODS: Text mining methods using the Twitter Streaming Application Programming Interface (API) and Twitter Search API were used to collect and organize tweets from the hashtag #WhyWeTweetMH, circulated between September 2015 and November 2015. Tweets were analyzed thematically to understand the key reasons for discussing mental health using the Twitter platform. RESULTS: Four overarching themes were derived from the 132 tweets collected: (1) sense of community; (2) raising awareness and combatting stigma; (3) safe space for expression; and (4) coping and empowerment. In addition, 11 associated subthemes were also identified. CONCLUSIONS: The themes derived from the content of the tweets highlight the perceived therapeutic benefits of Twitter through the provision of support and information and the potential for self-management strategies. The ability to use Twitter to combat stigma and raise awareness of mental health problems indicates the societal benefits that can be facilitated via the platform. The number of tweets and themes identified demonstrates the feasibility of implementing study-specific hashtags to explore research questions in the field of mental health and can be used as a basis for other health-related research.
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spelling pubmed-53992192017-05-04 #WhyWeTweetMH: Understanding Why People Use Twitter to Discuss Mental Health Problems Berry, Natalie Lobban, Fiona Belousov, Maksim Emsley, Richard Nenadic, Goran Bucci, Sandra J Med Internet Res Original Paper BACKGROUND: Use of the social media website Twitter is highly prevalent and has led to a plethora of Web-based social and health-related data available for use by researchers. As such, researchers are increasingly using data from social media to retrieve and analyze mental health-related content. However, there is limited evidence regarding why people use this emerging platform to discuss mental health problems in the first place. OBJECTIVES: The aim of this study was to explore the reasons why individuals discuss mental health on the social media website Twitter. The study was the first of its kind to implement a study-specific hashtag for research; therefore, we also examined how feasible it was to circulate and analyze a study-specific hashtag for mental health research. METHODS: Text mining methods using the Twitter Streaming Application Programming Interface (API) and Twitter Search API were used to collect and organize tweets from the hashtag #WhyWeTweetMH, circulated between September 2015 and November 2015. Tweets were analyzed thematically to understand the key reasons for discussing mental health using the Twitter platform. RESULTS: Four overarching themes were derived from the 132 tweets collected: (1) sense of community; (2) raising awareness and combatting stigma; (3) safe space for expression; and (4) coping and empowerment. In addition, 11 associated subthemes were also identified. CONCLUSIONS: The themes derived from the content of the tweets highlight the perceived therapeutic benefits of Twitter through the provision of support and information and the potential for self-management strategies. The ability to use Twitter to combat stigma and raise awareness of mental health problems indicates the societal benefits that can be facilitated via the platform. The number of tweets and themes identified demonstrates the feasibility of implementing study-specific hashtags to explore research questions in the field of mental health and can be used as a basis for other health-related research. JMIR Publications 2017-04-05 /pmc/articles/PMC5399219/ /pubmed/28381392 http://dx.doi.org/10.2196/jmir.6173 Text en ©Natalie Berry, Fiona Lobban, Maksim Belousov, Richard Emsley, Goran Nenadic, Sandra Bucci. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 05.04.2017. 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
Berry, Natalie
Lobban, Fiona
Belousov, Maksim
Emsley, Richard
Nenadic, Goran
Bucci, Sandra
#WhyWeTweetMH: Understanding Why People Use Twitter to Discuss Mental Health Problems
title #WhyWeTweetMH: Understanding Why People Use Twitter to Discuss Mental Health Problems
title_full #WhyWeTweetMH: Understanding Why People Use Twitter to Discuss Mental Health Problems
title_fullStr #WhyWeTweetMH: Understanding Why People Use Twitter to Discuss Mental Health Problems
title_full_unstemmed #WhyWeTweetMH: Understanding Why People Use Twitter to Discuss Mental Health Problems
title_short #WhyWeTweetMH: Understanding Why People Use Twitter to Discuss Mental Health Problems
title_sort #whywetweetmh: understanding why people use twitter to discuss mental health problems
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5399219/
https://www.ncbi.nlm.nih.gov/pubmed/28381392
http://dx.doi.org/10.2196/jmir.6173
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