An Examination of Electronic Cigarette Content on Social Media: Analysis of E-Cigarette Flavor Content on Reddit

In recent years, the emerging electronic cigarette (e-cigarette) marketplace has shown great development prospects all over the world. Reddit, one of the most popular forums in the world, has a very large user group and thus great influence. This study aims to gain a systematic understanding of e-cigarette flavors based on data collected from Reddit. Flavor popularity, mixing, characteristics, trends, and brands are analyzed. Fruit flavors were mentioned the most (n = 15,720) among all the posts and were among the most popular flavors (n = 2902) used in mixed blends. Strawberry and vanilla flavors were the most popular for e-juice mixing. The number of posts discussing e-cigarette flavors has increased sharply since 2014. Mt. Baker Vapor and Hangen were the most popular brands discussed among users. Information posted on Reddit about e-cigarette flavors reflected consumers’ interest in a variety of flavors. Our findings suggest that Reddit could be used for data mining and analysis of e-cigarette-related content. Understanding how e-cigarette consumers’ view and utilize flavors within their vaping experience and how producers and marketers use social media to promote flavors and sell products could provide valuable information for regulatory decision-makers.

[1]  C. Backinger,et al.  YouTube as a source of quitting smoking information , 2010, Tobacco Control.

[2]  Xingshe Zhou,et al.  An Empirical Analysis of Social Interaction on Tobacco-Oriented Social Networks , 2013, ICSH.

[3]  Jean-François Etter,et al.  Analysis of refill liquids for electronic cigarettes. , 2013, Addiction.

[4]  W. Maziak,et al.  Waterpipe tobacco smoking: an emerging health crisis in the United States. , 2010, American journal of health behavior.

[5]  Hye-Jin Paek,et al.  Reduced Harm or Another Gateway to Smoking? Source, Message, and Information Characteristics of E-Cigarette Videos on YouTube , 2014, Journal of health communication.

[6]  Susan Forsyth,et al.  "I'll be your cigarette--light me up and get on with it": examining smoking imagery on YouTube. , 2010, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[7]  Hsinchun Chen,et al.  Syndromic surveillance systems , 2008, Annu. Rev. Inf. Sci. Technol..

[8]  Mary J Gowin,et al.  Marketing practices of vapor store owners. , 2015, American journal of public health.

[9]  Daniel Dajun Zeng,et al.  Portrayal of electronic cigarettes on YouTube , 2014, BMC Public Health.

[10]  Erik M Augustson,et al.  Portrayal of smokeless tobacco in YouTube videos. , 2012, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[11]  Jennifer L. Pearson,et al.  e-Cigarette awareness, use, and harm perceptions in US adults. , 2012, American journal of public health.

[12]  S. Emery,et al.  A cross-sectional examination of marketing of electronic cigarettes on Twitter , 2014, Tobacco Control.

[13]  장욱 미국의 가족금연 및 담배규제법(Family Smoking Prevention and Tobacco Control Act) 제정을 통해 본 우리의 입법과제 , 2009 .

[14]  D. Vallone,et al.  YouTube: a promotional vehicle for little cigars and cigarillos? , 2012, Tobacco Control.

[15]  R. Strongin,et al.  Hidden formaldehyde in e-cigarette aerosols. , 2015, The New England journal of medicine.

[16]  K. Farsalinos,et al.  Evaluation of electronic cigarette liquids and aerosol for the presence of selected inhalation toxins. , 2015, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[17]  B. Everitt,et al.  Statistical methods for rates and proportions , 1973 .

[18]  Prue Talbot,et al.  Mining data on usage of electronic nicotine delivery systems (ENDS) from YouTube videos , 2011, Tobacco Control.

[19]  J. Fleiss,et al.  Statistical methods for rates and proportions , 1973 .

[20]  Kelvin Choi,et al.  Young adults' favorable perceptions of snus, dissolvable tobacco products, and electronic cigarettes: findings from a focus group study. , 2012, American journal of public health.

[21]  J. Pankow,et al.  Flavour chemicals in electronic cigarette fluids , 2015, Tobacco Control.

[22]  Munmun De Choudhury,et al.  Identity Management and Mental Health Discourse in Social Media , 2015, WWW.

[23]  Simon Chapman,et al.  Is “YouTube” telling or selling you something? Tobacco content on the YouTube video-sharing website , 2007, Tobacco Control.

[24]  W. Conover Statistical Methods for Rates and Proportions , 1974 .

[25]  B. Blount,et al.  Chemical Composition and Evaluation of Nicotine, Tobacco Alkaloids, pH, and Selected Flavors in E-Cigarette Cartridges and Refill Solutions. , 2015, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[26]  P. Ling,et al.  One of several ‘toys’ for smoking: young adult experiences with electronic cigarettes in New York City , 2015, Tobacco Control.

[27]  Prue Talbot,et al.  Health-Related Effects Reported by Electronic Cigarette Users in Online Forums , 2013, Journal of medical Internet research.

[28]  P. Talbot,et al.  Identification of toxicants in cinnamon-flavored electronic cigarette refill fluids. , 2014, Toxicology in vitro : an international journal published in association with BIBRA.

[29]  L. Stabile,et al.  Influential parameters on particle concentration and size distribution in the mainstream of e-cigarettes. , 2014, Environmental pollution.

[30]  P. Talbot,et al.  Conventional and electronic cigarettes (e-cigarettes) have different smoking characteristics. , 2010, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[31]  Jennifer A. Hobin,et al.  Electronic Nicotine Delivery Systems: A Policy Statement from the American Association for Cancer Research and the American Society of Clinical Oncology , 2015, Clinical Cancer Research.

[32]  Arrow Buttons Frequently asked questions , 2009 .

[33]  K. Farsalinos,et al.  Impact of Flavour Variability on Electronic Cigarette Use Experience: An Internet Survey , 2013, International journal of environmental research and public health.

[34]  I. Rahman,et al.  Environmental health hazards of e-cigarettes and their components: Oxidants and copper in e-cigarette aerosols. , 2015, Environmental pollution.

[35]  Prue Talbot,et al.  Comparison of electronic cigarette refill fluid cytotoxicity using embryonic and adult models. , 2012, Reproductive toxicology.

[36]  Wenji Mao,et al.  Social Computing: From Social Informatics to Social Intelligence , 2007, IEEE Intell. Syst..

[37]  P. Ling,et al.  Tobacco industry use of flavours to recruit new users of little cigars and cigarillos , 2014, Tobacco Control.