Ice Flavor–Related Discussions on Twitter: Content Analysis
BackgroundThe US Food and Drug Administration (FDA) recently restricted characterizing flavors in tobacco products. As a result, ice hybrid–flavored e-cigarettes, which combine a cooling flavor with fruit or other flavors (eg, banana ice), emerged on the market. Like menthol, ice-flavored e-cigarett...
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ftdoajarticles:oai:doaj.org/article:c5ec0f97c72d4ca78beb3944d6623e7d 2023-10-01T03:54:21+02:00 Ice Flavor–Related Discussions on Twitter: Content Analysis Artur Galimov Julia Vassey Ellen Galstyan Jennifer B Unger Matthew G Kirkpatrick Jon-Patrick Allem 2022-11-01T00:00:00Z https://doi.org/10.2196/41785 https://doaj.org/article/c5ec0f97c72d4ca78beb3944d6623e7d EN eng JMIR Publications https://www.jmir.org/2022/11/e41785 https://doaj.org/toc/1438-8871 1438-8871 doi:10.2196/41785 https://doaj.org/article/c5ec0f97c72d4ca78beb3944d6623e7d Journal of Medical Internet Research, Vol 24, Iss 11, p e41785 (2022) Computer applications to medicine. Medical informatics R858-859.7 Public aspects of medicine RA1-1270 article 2022 ftdoajarticles https://doi.org/10.2196/41785 2023-09-03T00:53:29Z BackgroundThe US Food and Drug Administration (FDA) recently restricted characterizing flavors in tobacco products. As a result, ice hybrid–flavored e-cigarettes, which combine a cooling flavor with fruit or other flavors (eg, banana ice), emerged on the market. Like menthol, ice-flavored e-cigarettes produce a cooling sensory experience. It is unclear if ice hybrid–flavored e-cigarettes should be considered characterizing flavors or menthol, limiting regulatory action. Monitoring the public’s conversations about ice-flavored e-cigarettes on Twitter may help inform the tobacco control community about these products and contribute to the US FDA policy targets in the future. ObjectiveThis study documented the themes pertaining to vaping and ice flavor–related conversations on Twitter. Our goal was to identify key conversation trends and ascertain users’ recent experiences with ice-flavored e-cigarette products. MethodsPosts containing vaping-related (eg, “vape,” “ecig,” “e-juice,” or “e-cigarette”) and ice-related (ie, “Ice,” “Cool,” “Frost,” and “Arctic”) terms were collected from Twitter’s streaming application programming interface from January 1 to July 21, 2021. After removing retweets, a random sample of posts (N=2001) was selected, with 590 posts included in the content analysis. Themes were developed through an inductive approach. Theme co-occurrence was also examined. ResultsMany of the 590 posts were marked as (or consisted of) marketing material (n=306, 51.9%), contained positive personal testimonials (n=180, 30.5%), and mentioned disposable pods (n=117, 19.8%). Other themes had relatively low prevalence in the sample: neutral personal testimonials (n=45, 7.6%), cannabidiol products (n=41, 7%), negative personal testimonials (n=41, 7%), “official” flavor description (n=37, 6.3%), ice-flavored JUUL (n=19, 3.2%), information seeking (n=14, 2.4%), and comparison to combustible tobacco (n=10, 1.7%). The most common co-occurring themes in a single tweet were related to marketing and disposable pods (n=73, ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Journal of Medical Internet Research 24 11 e41785 |
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Directory of Open Access Journals: DOAJ Articles |
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Computer applications to medicine. Medical informatics R858-859.7 Public aspects of medicine RA1-1270 |
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Computer applications to medicine. Medical informatics R858-859.7 Public aspects of medicine RA1-1270 Artur Galimov Julia Vassey Ellen Galstyan Jennifer B Unger Matthew G Kirkpatrick Jon-Patrick Allem Ice Flavor–Related Discussions on Twitter: Content Analysis |
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Computer applications to medicine. Medical informatics R858-859.7 Public aspects of medicine RA1-1270 |
description |
BackgroundThe US Food and Drug Administration (FDA) recently restricted characterizing flavors in tobacco products. As a result, ice hybrid–flavored e-cigarettes, which combine a cooling flavor with fruit or other flavors (eg, banana ice), emerged on the market. Like menthol, ice-flavored e-cigarettes produce a cooling sensory experience. It is unclear if ice hybrid–flavored e-cigarettes should be considered characterizing flavors or menthol, limiting regulatory action. Monitoring the public’s conversations about ice-flavored e-cigarettes on Twitter may help inform the tobacco control community about these products and contribute to the US FDA policy targets in the future. ObjectiveThis study documented the themes pertaining to vaping and ice flavor–related conversations on Twitter. Our goal was to identify key conversation trends and ascertain users’ recent experiences with ice-flavored e-cigarette products. MethodsPosts containing vaping-related (eg, “vape,” “ecig,” “e-juice,” or “e-cigarette”) and ice-related (ie, “Ice,” “Cool,” “Frost,” and “Arctic”) terms were collected from Twitter’s streaming application programming interface from January 1 to July 21, 2021. After removing retweets, a random sample of posts (N=2001) was selected, with 590 posts included in the content analysis. Themes were developed through an inductive approach. Theme co-occurrence was also examined. ResultsMany of the 590 posts were marked as (or consisted of) marketing material (n=306, 51.9%), contained positive personal testimonials (n=180, 30.5%), and mentioned disposable pods (n=117, 19.8%). Other themes had relatively low prevalence in the sample: neutral personal testimonials (n=45, 7.6%), cannabidiol products (n=41, 7%), negative personal testimonials (n=41, 7%), “official” flavor description (n=37, 6.3%), ice-flavored JUUL (n=19, 3.2%), information seeking (n=14, 2.4%), and comparison to combustible tobacco (n=10, 1.7%). The most common co-occurring themes in a single tweet were related to marketing and disposable pods (n=73, ... |
format |
Article in Journal/Newspaper |
author |
Artur Galimov Julia Vassey Ellen Galstyan Jennifer B Unger Matthew G Kirkpatrick Jon-Patrick Allem |
author_facet |
Artur Galimov Julia Vassey Ellen Galstyan Jennifer B Unger Matthew G Kirkpatrick Jon-Patrick Allem |
author_sort |
Artur Galimov |
title |
Ice Flavor–Related Discussions on Twitter: Content Analysis |
title_short |
Ice Flavor–Related Discussions on Twitter: Content Analysis |
title_full |
Ice Flavor–Related Discussions on Twitter: Content Analysis |
title_fullStr |
Ice Flavor–Related Discussions on Twitter: Content Analysis |
title_full_unstemmed |
Ice Flavor–Related Discussions on Twitter: Content Analysis |
title_sort |
ice flavor–related discussions on twitter: content analysis |
publisher |
JMIR Publications |
publishDate |
2022 |
url |
https://doi.org/10.2196/41785 https://doaj.org/article/c5ec0f97c72d4ca78beb3944d6623e7d |
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Arctic |
geographic_facet |
Arctic |
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Arctic |
genre_facet |
Arctic |
op_source |
Journal of Medical Internet Research, Vol 24, Iss 11, p e41785 (2022) |
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https://www.jmir.org/2022/11/e41785 https://doaj.org/toc/1438-8871 1438-8871 doi:10.2196/41785 https://doaj.org/article/c5ec0f97c72d4ca78beb3944d6623e7d |
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https://doi.org/10.2196/41785 |
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Journal of Medical Internet Research |
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