Characteristics of and User Engagement With Antivaping Posts on Instagram: Observational Study (Preprint)

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 <i>educational/warning</i> type were the most common (253/500; 50.6%). The average likes of the <i>educational/warning</i> type (15 likes/post) were significantly lower than the <i>catchphrase</i> image type (these emphasized a slogan such as “athletesdontvape” in the image; 32.5 likes/post; <i>P</i><.001). The majority of the antivaping posts contained the image content element <i>text</i> (n=332, 66.4%), followed by the image content element <i>people/person</i> (n=110, 22%). The images containing <i>people/person</i> 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 <i>antivaping community</i> (n=177, 35.4%) and <i>personal</i> account types (n=182, 36.4%), the <i>antivaping community</i> 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.