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Analysis of Media Outlets on Women's Health: Thematic and Quantitative Analyses Using Twitter
Background: Media outlets influence social attitudes toward health habits. The analysis of tweets has become a tool for health researchers. Objective: The objective of this study was to investigate the distribution of tweets about women's health and the interest generated among Twitter users. M...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8200480/ https://www.ncbi.nlm.nih.gov/pubmed/34136450 http://dx.doi.org/10.3389/fpubh.2021.644284 |
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author | Alvarez-Mon, Miguel A. Donat-Vargas, Carolina Llavero-Valero, Maria Gea, Alfredo Alvarez-Mon, Melchor Martinez-Gonzalez, Miguel A. Lopez-del Burgo, Cristina |
author_facet | Alvarez-Mon, Miguel A. Donat-Vargas, Carolina Llavero-Valero, Maria Gea, Alfredo Alvarez-Mon, Melchor Martinez-Gonzalez, Miguel A. Lopez-del Burgo, Cristina |
author_sort | Alvarez-Mon, Miguel A. |
collection | PubMed |
description | Background: Media outlets influence social attitudes toward health habits. The analysis of tweets has become a tool for health researchers. Objective: The objective of this study was to investigate the distribution of tweets about women's health and the interest generated among Twitter users. Methods: We investigated tweets posted by 25 major U.S. media outlets about pre-menopausal and post-menopausal women's health between January 2009 and December 2019 as well as the retweets generated. In addition, we measured the sentiment analysis of these tweets as well as their potential dissemination. Results: A total of 376 tweets were analyzed. Pre-menopausal women's health accounted for most of the tweets (75.3%). Contraception was the main focus of the tweets, while a very limited number were related to infertility (1.4%). With regard to medical content, the effectiveness of contraceptive methods was the most frequent topic (46.2%). However, tweets related to side effects achieved the highest retweet-to-tweet ratio (70.3). The analysis of sentiments showed negative perceptions on tubal ligation. Conclusions: The U.S. media outlets analyzed are more interested in pre-menopausal than in post-menopausal women health and focused their content on contraception, while Twitter users showed greater interest in side effects. |
format | Online Article Text |
id | pubmed-8200480 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82004802021-06-15 Analysis of Media Outlets on Women's Health: Thematic and Quantitative Analyses Using Twitter Alvarez-Mon, Miguel A. Donat-Vargas, Carolina Llavero-Valero, Maria Gea, Alfredo Alvarez-Mon, Melchor Martinez-Gonzalez, Miguel A. Lopez-del Burgo, Cristina Front Public Health Public Health Background: Media outlets influence social attitudes toward health habits. The analysis of tweets has become a tool for health researchers. Objective: The objective of this study was to investigate the distribution of tweets about women's health and the interest generated among Twitter users. Methods: We investigated tweets posted by 25 major U.S. media outlets about pre-menopausal and post-menopausal women's health between January 2009 and December 2019 as well as the retweets generated. In addition, we measured the sentiment analysis of these tweets as well as their potential dissemination. Results: A total of 376 tweets were analyzed. Pre-menopausal women's health accounted for most of the tweets (75.3%). Contraception was the main focus of the tweets, while a very limited number were related to infertility (1.4%). With regard to medical content, the effectiveness of contraceptive methods was the most frequent topic (46.2%). However, tweets related to side effects achieved the highest retweet-to-tweet ratio (70.3). The analysis of sentiments showed negative perceptions on tubal ligation. Conclusions: The U.S. media outlets analyzed are more interested in pre-menopausal than in post-menopausal women health and focused their content on contraception, while Twitter users showed greater interest in side effects. Frontiers Media S.A. 2021-05-31 /pmc/articles/PMC8200480/ /pubmed/34136450 http://dx.doi.org/10.3389/fpubh.2021.644284 Text en Copyright © 2021 Alvarez-Mon, Donat-Vargas, Llavero-Valero, Gea, Alvarez-Mon, Martinez-Gonzalez and Lopez-del Burgo. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Alvarez-Mon, Miguel A. Donat-Vargas, Carolina Llavero-Valero, Maria Gea, Alfredo Alvarez-Mon, Melchor Martinez-Gonzalez, Miguel A. Lopez-del Burgo, Cristina Analysis of Media Outlets on Women's Health: Thematic and Quantitative Analyses Using Twitter |
title | Analysis of Media Outlets on Women's Health: Thematic and Quantitative Analyses Using Twitter |
title_full | Analysis of Media Outlets on Women's Health: Thematic and Quantitative Analyses Using Twitter |
title_fullStr | Analysis of Media Outlets on Women's Health: Thematic and Quantitative Analyses Using Twitter |
title_full_unstemmed | Analysis of Media Outlets on Women's Health: Thematic and Quantitative Analyses Using Twitter |
title_short | Analysis of Media Outlets on Women's Health: Thematic and Quantitative Analyses Using Twitter |
title_sort | analysis of media outlets on women's health: thematic and quantitative analyses using twitter |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8200480/ https://www.ncbi.nlm.nih.gov/pubmed/34136450 http://dx.doi.org/10.3389/fpubh.2021.644284 |
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