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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Published in:Journal of Medical Internet Research
Main Authors: Artur Galimov, Julia Vassey, Ellen Galstyan, Jennifer B Unger, Matthew G Kirkpatrick, Jon-Patrick Allem
Format: Article in Journal/Newspaper
Language:English
Published: JMIR Publications 2022
Subjects:
Online Access:https://doi.org/10.2196/41785
https://doaj.org/article/c5ec0f97c72d4ca78beb3944d6623e7d
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spelling 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
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Computer applications to medicine. Medical informatics
R858-859.7
Public aspects of medicine
RA1-1270
spellingShingle 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
topic_facet 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
geographic Arctic
geographic_facet Arctic
genre Arctic
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op_source Journal of Medical Internet Research, Vol 24, Iss 11, p e41785 (2022)
op_relation 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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