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Characteristics of and User Engagement With Antivaping Posts on Instagram: Observational Study.
Gao, Yankun; Xie, Zidian; Sun, Li; Xu, Chenliang; Li, Dongmei.
  • Gao Y; Department of Clinical & Translational Research, University of Rochester Medical Center, Rochester, NY, United States.
  • Xie Z; Department of Clinical & Translational Research, University of Rochester Medical Center, Rochester, NY, United States.
  • Sun L; Department of Computer Science, University of Rochester, Rochester, NY, United States.
  • Xu C; Department of Computer Science, University of Rochester, Rochester, NY, United States.
  • Li D; Department of Clinical & Translational Research, University of Rochester Medical Center, Rochester, NY, United States.
JMIR Public Health Surveill ; 7(11): e29600, 2021 11 25.
Статья в английский | MEDLINE | ID: covidwho-2197930
ABSTRACT

BACKGROUND:

Although government agencies acknowledge that messages about the adverse health effects of e-cigarette use should be promoted on social media, effectively delivering those health messages is challenging. Instagram is one of the most popular social media platforms among US youth and young adults, and it has been used to educate the public about the potential harm of vaping through antivaping posts.

OBJECTIVE:

We aim to analyze the characteristics of and user engagement with antivaping posts on Instagram to inform future message development and information delivery.

METHODS:

A total of 11,322 Instagram posts were collected from November 18, 2019, to January 2, 2020, by using antivaping hashtags including #novape, #novaping, #stopvaping, #dontvape, #antivaping, #quitvaping, #antivape, #stopjuuling, #dontvapeonthepizza, and #escapethevape. Among those posts, 1025 posts were randomly selected and 500 antivaping posts were further identified by hand coding. The image type, image content, and account type of antivaping posts were hand coded, the text information in the caption was explored by topic modeling, and the user engagement of each category was compared.

RESULTS:

Analyses found that antivaping images of the educational/warning type were the most common (253/500; 50.6%). The average likes of the educational/warning type (15 likes/post) were significantly lower than the catchphrase image type (these emphasized a slogan such as "athletesdontvape" in the image; 32.5 likes/post; P<.001). The majority of the antivaping posts contained the image content element text (n=332, 66.4%), followed by the image content element people/person (n=110, 22%). The images containing people/person elements (32.8 likes/post) had more likes than the images containing other elements (13.8-21.1 likes/post). The captions of the antivaping Instagram posts covered topics including "lung health," "teen vaping," "stop vaping," and "vaping death cases." Among the 500 antivaping Instagram posts, while most posts were from the antivaping community (n=177, 35.4%) and personal account types (n=182, 36.4%), the antivaping community account type had the highest average number of posts (1.69 posts/account). However, there was no difference in the number of likes among different account types.

CONCLUSIONS:

Multiple features of antivaping Instagram posts may be related to user engagement and perception. This study identified the critical elements associated with high user engagement, which could be used to design antivaping posts to deliver health-related information more efficiently.
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Полный текст: Имеется в наличии Коллекция: Международные базы данных база данных: MEDLINE Основная тема: Social Media / Electronic Nicotine Delivery Systems / Vaping Тип исследования: Экспериментальные исследования / Наблюдательное исследование / Прогностическое исследование / Рандомизированные контролируемые испытания Пределы темы: Подростки / Взрослые / Люди / Молодой взрослый Язык: английский Журнал: JMIR Public Health Surveill Год: 2021 Тип: Статья Аффилированная страна: 29600

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Полный текст: Имеется в наличии Коллекция: Международные базы данных база данных: MEDLINE Основная тема: Social Media / Electronic Nicotine Delivery Systems / Vaping Тип исследования: Экспериментальные исследования / Наблюдательное исследование / Прогностическое исследование / Рандомизированные контролируемые испытания Пределы темы: Подростки / Взрослые / Люди / Молодой взрослый Язык: английский Журнал: JMIR Public Health Surveill Год: 2021 Тип: Статья Аффилированная страна: 29600