E-Cigarette Social Media Messages: A Text Mining Analysis of Marketing and Consumer Conversations on Twitter

E-Cigarette Social Media Messages: A Text Mining Analysis of Marketing and Consumer Conversations on Twitter

E-Cigarette Social Media Messages: A Text Mining Analysis of Marketing and Consumer Conversations on Twitter

Journals

  1. Barker J, Rohde J. Topic Clustering of E-Cigarette Submissions Among Reddit Communities: A Network Perspective. Health Education & Behavior 2019;46(2_suppl):59S View
  2. Amin S, Dunn A, Laranjo L. Exposure to e-cigarette information and advertising in social media and e-cigarette use in Australia: A mixed methods study. Drug and Alcohol Dependence 2020;213:108112 View
  3. Noar S, Rohde J, Horvitz C, Lazard A, Cornacchione Ross J, Sutfin E. Adolescents' receptivity to E-cigarette harms messages delivered using text messaging. Addictive Behaviors 2019;91:201 View
  4. Paul M, Dredze M. Social Monitoring for Public Health. Synthesis Lectures on Information Concepts, Retrieval, and Services 2017;9(5):1 View
  5. Lazard A. Social Media Message Designs to Educate Adolescents About E-Cigarettes. Journal of Adolescent Health 2021;68(1):130 View
  6. Pagoto S, Waring M, Xu R. A Call for a Public Health Agenda for Social Media Research. Journal of Medical Internet Research 2019;21(12):e16661 View
  7. Alpert J, Chen H, Adams K. E-cigarettes and social media: attitudes and perceptions of young adults to social media messages. Addiction Research & Theory 2020;28(5):387 View
  8. Geletta S, Follett L, Laugerman M. Latent Dirichlet Allocation in predicting clinical trial terminations. BMC Medical Informatics and Decision Making 2019;19(1) View
  9. Lee C, Lim J. Effects of the Online Cultural Resonance of News Frames on Public Opinion in Terms of Text Mining and Granger Causality Analysis of News Stories and Comments about the “Kim Young-ran Act”. Korean Journal of Journalism & Communication Studies 2018;62(4):82 View
  10. Martinez L, Hughes S, Walsh-Buhi E, Tsou M. “Okay, We Get It. You Vape”: An Analysis of Geocoded Content, Context, and Sentiment regarding E-Cigarettes on Twitter. Journal of Health Communication 2018;23(6):550 View
  11. Kong G, LaVallee H, Rams A, Ramamurthi D, Krishnan-Sarin S. Promotion of Vape Tricks on YouTube: Content Analysis. Journal of Medical Internet Research 2019;21(6):e12709 View
  12. Kim A, Miano T, Chew R, Eggers M, Nonnemaker J. Classification of Twitter Users Who Tweet About E-Cigarettes. JMIR Public Health and Surveillance 2017;3(3):e63 View
  13. Murphy J, Hsieh Y, Wenger M, Kim A, Chew R. Supplementing a survey with respondent Twitter data to measure e-cigarette information exposure. Information, Communication & Society 2019;22(5):622 View
  14. Mavragani A. Infodemiology and Infoveillance: Scoping Review. Journal of Medical Internet Research 2020;22(4):e16206 View
  15. Barrientos-Gutierrez I, Lozano P, Arillo-Santillan E, Morello P, Mejia R, Thrasher J. “Technophilia”: A new risk factor for electronic cigarette use among early adolescents?. Addictive Behaviors 2019;91:193 View
  16. Ketonen V, Malik A. Characterizing vaping posts on Instagram by using unsupervised machine learning. International Journal of Medical Informatics 2020;141:104223 View
  17. Blank M, Hoek J, George M, Gendall P, Conner T, Thrul J, Ling P, Langlotz T. An Exploration of Smoking-to-Vaping Transition Attempts Using a “Smart” Electronic Nicotine Delivery System. Nicotine & Tobacco Research 2019;21(10):1339 View
  18. Pretorius K, Mackert M, Wilcox G. Sudden Infant Death Syndrome and Safe Sleep on Twitter: Analysis of Influences and Themes to Guide Health Promotion Efforts. JMIR Pediatrics and Parenting 2018;1(2):e10435 View
  19. Kelley D, Brown M, Murray A, Blake K. Prevalence and Characteristics of Twitter Posts About Court-Ordered, Tobacco-Related Corrective Statements: Descriptive Content Analysis. JMIR Public Health and Surveillance 2019;5(4):e12878 View
  20. Pepper J, Lee Y, Watson K, Kim A, Nonnemaker J, Farrelly M. Risk Factors for Youth E-Cigarette “Vape Trick” Behavior. Journal of Adolescent Health 2017;61(5):599 View
  21. Luo J, Chen L, Lu X, Yuan J, Xie Z, Li D. Analysis of potential associations of JUUL flavours with health symptoms based on user-generated data from Reddit. Tobacco Control 2021;30(5):534 View
  22. McCausland K, Maycock B, Leaver T, Jancey J. The Messages Presented in Electronic Cigarette–Related Social Media Promotions and Discussion: Scoping Review. Journal of Medical Internet Research 2019;21(2):e11953 View
  23. Li Q, Wang C, Liu R, Wang L, Zeng D, Leischow S. Understanding Users’ Vaping Experiences from Social Media: Initial Study Using Sentiment Opinion Summarization Techniques. Journal of Medical Internet Research 2018;20(8):e252 View
  24. Wong S, Lohrmann D, Middlestadt S, Lin H. Is E-cigarette use a gateway to marijuana use? Longitudinal examinations of initiation, reinitiation, and persistence of e-cigarette and marijuana use. Drug and Alcohol Dependence 2020;208:107868 View
  25. Alpert J, Jaisle A, Chen H. A content analysis of the promotional strategies employed by e-cigarette brands on Twitter. Health Marketing Quarterly 2019;36(4):307 View
  26. Staal Y, van de Nobelen S, Havermans A, Talhout R. New Tobacco and Tobacco-Related Products: Early Detection of Product Development, Marketing Strategies, and Consumer Interest. JMIR Public Health and Surveillance 2018;4(2):e55 View
  27. Waring M, Jake-Schoffman D, Holovatska M, Mejia C, Williams J, Pagoto S. Social Media and Obesity in Adults: a Review of Recent Research and Future Directions. Current Diabetes Reports 2018;18(6) View
  28. Lazard A, Wilcox G, Tuttle H, Glowacki E, Pikowski J. Public reactions to e-cigarette regulations on Twitter: a text mining analysis. Tobacco Control 2017;26(e2):e112 View
  29. Singh T, Roberts K, Cohen T, Cobb N, Wang J, Fujimoto K, Myneni S. Social Media as a Research Tool (SMaaRT) for Risky Behavior Analytics: Methodological Review. JMIR Public Health and Surveillance 2020;6(4):e21660 View
  30. Reuter K, Wilson M, Moran M, Le N, Angyan P, Majmundar A, Kaiser E, Unger J. General Audience Engagement With Antismoking Public Health Messages Across Multiple Social Media Sites: Comparative Analysis. JMIR Public Health and Surveillance 2021;7(2):e24429 View
  31. Kong G, Kuguru K, Bhatti H, Sen I, Morean M. Marketing Content on E-Cigarette Brand-Sponsored Facebook Profile Pages. Substance Use & Misuse 2021;56(4):442 View
  32. Wang D, Lyu J, Zhao X. Public Opinion About E-Cigarettes on Chinese Social Media: A Combined Study of Text Mining Analysis and Correspondence Analysis. Journal of Medical Internet Research 2020;22(10):e19804 View
  33. Aversa J, Jacobson J, Hernandez T, Cleave E, Macdonald M, Dizonno S. The social media response to the rollout of legalized cannabis retail in Ontario, Canada. Journal of Retailing and Consumer Services 2021;61:102580 View
  34. Barker J, Vassey J, Chen-Sankey J, Allem J, Cruz T, Unger J. Categorizing IQOS-Related Twitter Discussions. International Journal of Environmental Research and Public Health 2021;18(9):4836 View
  35. Malik A, Khan M, Karbasian H, Nieminen M, Ammad-Ud-Din M, Khan S. Modeling Public Sentiments About JUUL Flavors on Twitter Through Machine Learning. Nicotine & Tobacco Research 2021;23(11):1869 View
  36. Bardier C, Yang J, Li J, Mackey T. Characterizing alternative and emerging tobacco product transition of use behavior on Twitter. BMC Research Notes 2021;14(1) View
  37. Jun J, Zhang N, Zain A, Mohammadi E. Social Media Discussions on the FDA’s Modified Risk Tobacco Product Authorization of IQOS. Substance Use & Misuse 2022;57(3):472 View
  38. Silver N, Kierstead E, Kostygina G, Tran H, Briggs J, Emery S, Schillo B. The Influence of Provaping “Gatewatchers” on the Dissemination of COVID-19 Misinformation on Twitter: Analysis of Twitter Discourse Regarding Nicotine and the COVID-19 Pandemic. Journal of Medical Internet Research 2022;24(9):e40331 View
  39. Lyu J, Luli G, Ling P, Doran N. Vaping discussion in the COVID-19 pandemic: An observational study using Twitter data. PLOS ONE 2021;16(12):e0260290 View
  40. Kim I, Begay C, Ma H, Orozco F, Rogers C, Valente T, Unger J. E-Cigarette–Related Health Beliefs Expressed on Twitter Within the U.S.. AJPM Focus 2023;2(2):100067 View
  41. Silver N, Kierstead E, Briggs J, Schillo B. Charming e-cigarette users with distorted science: a survey examining social media platform use, nicotine-related misinformation and attitudes towards the tobacco industry. BMJ Open 2022;12(6):e057027 View
  42. Rutherford B, Lim C, Johnson B, Cheng B, Chung J, Huang S, Sun T, Leung J, Stjepanović D, Chan G. #TurntTrending: a systematic review of substance use portrayals on social media platforms. Addiction 2023;118(2):206 View
  43. Scoppetta O, Rodríguez-Fandiño C, Villamil A, Pérez A. Use of Electronic Nicotine Delivery Systems (ENDS) in Colombia. Addictive Disorders & Their Treatment 2021;20(4):399 View
  44. Tong C, Margolin D, Chunara R, Niederdeppe J, Taylor T, Dunbar N, King A. Search Term Identification Methods for Computational Health Communication: Word Embedding and Network Approach for Health Content on YouTube. JMIR Medical Informatics 2022;10(8):e37862 View
  45. Xu Q, Yang J, Haupt M, Cai M, Nali M, Mackey T. Digital Surveillance to Identify California Alternative and Emerging Tobacco Industry Policy Influence and Mobilization on Facebook. International Journal of Environmental Research and Public Health 2021;18(21):11150 View
  46. Robertson L, Sanford K, Waa A, Hoek J. A Qualitative Analysis of the Experiences of People Who Resumed Smoking Following Exclusive Electronic Nicotine Delivery Systems Use. Nicotine & Tobacco Research 2023;25(3):470 View
  47. Zhang L, Harris Ao S, Francis Ye J, Zhao X. How does health communication on social media influence e-cigarette perception and use? A trend analysis from 2017 to 2020. Addictive Behaviors 2024;149:107875 View
  48. Rohde J, Liu J, Rees V. Community and Opinion Leadership Effects on Vaping Discourse: A Network Analysis of Online Reddit Threads. Journal of Health Communication 2023;28(8):487 View
  49. Boakye E, Erhabor J, Obisesan O, Tasdighi E, Mirbolouk M, Osuji N, Osei A, Lee J, DeFilippis A, Stokes A, Hirsch G, Benjamin E, Robertson R, Bhatnagar A, El Shahawy O, Blaha M. Comprehensive review of the national surveys that assess E-cigarette use domains among youth and adults in the United States. The Lancet Regional Health - Americas 2023;23:100528 View
  50. Al-Rawi A, Blackwell B, Zemenchik K, Lee K. Twitter Misinformation Discourses About Vaping: Systematic Content Analysis. Journal of Medical Internet Research 2023;25:e49416 View
  51. Sun Y, Prabhu P, Li D, McIntosh S, Rahman I. Vaping: Public Health, Social Media, and Toxicity. Online Journal of Public Health Informatics 2024;16:e53245 View

Books/Policy Documents

  1. Li D, Xie Z. Reference Module in Biomedical Sciences. View