Topical, geospatial, and temporal diffusion of the 2015 North American Menopause Society position statement on nonhormonal management of vasomotor symptoms

Janet Carpenter, Tei Laine, Blake Harrison, Meghan LePage, Taran Pierce, Nathan Hoteling, Katy Börner

Research output: Contribution to journalArticle

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Abstract

OBJECTIVE:: We sought to depict the topical, geospatial, and temporal diffusion of the 2015 North American Menopause Society position statement on the nonhormonal management of menopause-associated vasomotor symptoms released on September 21, 2015, and its associated press release from September 23, 2015. METHODS:: Three data sources were used: online news articles, National Public Radio, and Twitter. For topical diffusion, we compared keywords and their frequencies among the position statement, press release, and online news articles. We also created a network figure depicting relationships across key content categories or nodes. For geospatial diffusion within the United States, we compared locations of the 109 National Public Radio (NPR) stations covering the statement to 775 NPR stations not covering the statement. For temporal diffusion, we normalized and segmented Twitter data into periods before and after the press release (September 12, 2015 to September 22, 2015 vs September 23, 2015 to October 3, 2015) and conducted a burst analysis to identify changes in tweets from before to after. RESULTS:: Topical information diffused across sources was similar with the exception of the more scientific terms “vasomotor symptoms” or “vms” versus the more colloquial term “hot flashes.” Online news articles indicated media coverage of the statement was mainly concentrated in the United States. NPR station data showed similar proportions of stations airing the story across the four census regions (Northeast, Midwest, south, west; P?=?0.649). Release of the statement coincided with bursts in the menopause conversation on Twitter. CONCLUSIONS:: The findings of this study may be useful for directing the development and dissemination of future North American Menopause Society position statements and/or press releases.

Original languageEnglish (US)
JournalMenopause
DOIs
StateAccepted/In press - May 22 2017

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Radio
Menopause
Hot Flashes
Information Storage and Retrieval
Censuses

ASJC Scopus subject areas

  • Obstetrics and Gynecology

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Topical, geospatial, and temporal diffusion of the 2015 North American Menopause Society position statement on nonhormonal management of vasomotor symptoms. / Carpenter, Janet; Laine, Tei; Harrison, Blake; LePage, Meghan; Pierce, Taran; Hoteling, Nathan; Börner, Katy.

In: Menopause, 22.05.2017.

Research output: Contribution to journalArticle

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abstract = "OBJECTIVE:: We sought to depict the topical, geospatial, and temporal diffusion of the 2015 North American Menopause Society position statement on the nonhormonal management of menopause-associated vasomotor symptoms released on September 21, 2015, and its associated press release from September 23, 2015. METHODS:: Three data sources were used: online news articles, National Public Radio, and Twitter. For topical diffusion, we compared keywords and their frequencies among the position statement, press release, and online news articles. We also created a network figure depicting relationships across key content categories or nodes. For geospatial diffusion within the United States, we compared locations of the 109 National Public Radio (NPR) stations covering the statement to 775 NPR stations not covering the statement. For temporal diffusion, we normalized and segmented Twitter data into periods before and after the press release (September 12, 2015 to September 22, 2015 vs September 23, 2015 to October 3, 2015) and conducted a burst analysis to identify changes in tweets from before to after. RESULTS:: Topical information diffused across sources was similar with the exception of the more scientific terms “vasomotor symptoms” or “vms” versus the more colloquial term “hot flashes.” Online news articles indicated media coverage of the statement was mainly concentrated in the United States. NPR station data showed similar proportions of stations airing the story across the four census regions (Northeast, Midwest, south, west; P?=?0.649). Release of the statement coincided with bursts in the menopause conversation on Twitter. CONCLUSIONS:: The findings of this study may be useful for directing the development and dissemination of future North American Menopause Society position statements and/or press releases.",
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