Published on in Vol 19, No 1 (2017): January

Identifying Topics for E-Cigarette User-Generated Contents: A Case Study From Multiple Social Media Platforms

Identifying Topics for E-Cigarette User-Generated Contents: A Case Study From Multiple Social Media Platforms

Identifying Topics for E-Cigarette User-Generated Contents: A Case Study From Multiple Social Media Platforms

Journals

  1. Phua J. Participation in electronic cigarette-related social media communities: Effects on attitudes toward quitting, self-efficacy, and intention to quit. Health Marketing Quarterly 2019;36(4):322 View
  2. Camenga D, Gutierrez K, Kong G, Cavallo D, Simon P, Krishnan-Sarin S. E-cigarette advertising exposure in e-cigarette naïve adolescents and subsequent e-cigarette use: A longitudinal cohort study. Addictive Behaviors 2018;81:78 View
  3. 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
  4. Park S, Hong S. Identification of Primary Medication Concerns Regarding Thyroid Hormone Replacement Therapy From Online Patient Medication Reviews: Text Mining of Social Network Data. Journal of Medical Internet Research 2018;20(10):e11085 View
  5. Raudeliūnienė J, Davidavičienė V, Tvaronavičienė M, Jonuška L. Evaluation of Advertising Campaigns on Social Media Networks. Sustainability 2018;10(4):973 View
  6. Chen Z, Zeng D. Mining online e-liquid reviews for opinion polarities about e-liquid features. BMC Public Health 2017;17(1) View
  7. Mavragani A. Infodemiology and Infoveillance: Scoping Review. Journal of Medical Internet Research 2020;22(4):e16206 View
  8. Chen X, Faviez C, Schuck S, Lillo-Le-Louët A, Texier N, Dahamna B, Huot C, Foulquié P, Pereira S, Leroux V, Karapetiantz P, Guenegou-Arnoux A, Katsahian S, Bousquet C, Burgun A. Mining Patients' Narratives in Social Media for Pharmacovigilance: Adverse Effects and Misuse of Methylphenidate. Frontiers in Pharmacology 2018;9 View
  9. Liu Y, Zhu J, Shao X, Adusumilli N, Wang F. Diffusion patterns in disaster-induced internet public opinion: based on a Sina Weibo online discussion about the ‘Liangshan fire’ in China. Environmental Hazards 2021;20(2):163 View
  10. Chen L, Lu X, Yuan J, Luo J, Luo J, Xie Z, Li D. A Social Media Study on the Associations of Flavored Electronic Cigarettes With Health Symptoms: Observational Study. Journal of Medical Internet Research 2020;22(6):e17496 View
  11. Majmundar A, Chou C, Cruz T, Unger J. Relationship between social media engagement and e-cigarette policy support. Addictive Behaviors Reports 2019;9:100155 View
  12. Paek H, Baek H, Lee S, Hove T. Electronic Cigarette Themes on Twitter: Dissemination Patterns and Relations with Online News and Search Engine Queries in South Korea. Health Communication 2020;35(1):1 View
  13. Zhan Y, Zhang Z, Okamoto J, Zeng D, Leischow S. Underage JUUL Use Patterns: Content Analysis of Reddit Messages. Journal of Medical Internet Research 2019;21(9):e13038 View
  14. Zhan Y, Etter J, Leischow S, Zeng D. Electronic cigarette usage patterns: a case study combining survey and social media data. Journal of the American Medical Informatics Association 2019;26(1):9 View
  15. Guillory J, Kim A, Fiacco L, Cress M, Pepper J, Nonnemaker J. An Experimental Study of Nicotine Warning Statements in E-cigarette Tweets. Nicotine & Tobacco Research 2020;22(5):814 View
  16. Xu Z. Personal stories matter: topic evolution and popularity among pro- and anti-vaccine online articles. Journal of Computational Social Science 2019;2(2):207 View
  17. Liu H, Li Q, Zhan Y, Zhang Z, Zeng D, Leischow S. Characterizing Social Media Messages Related to Underage JUUL E-Cigarette Buying and Selling: Cross-Sectional Analysis of Reddit Subreddits. Journal of Medical Internet Research 2020;22(7):e16962 View
  18. Chadi N, Hadland S, Harris S. Understanding the Implications of the “Vaping Epidemic” among Adolescents and Young Adults: A Call for Action. Substance Abuse 2019;40(1):7 View
  19. 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
  20. Gibson L, Siegel L, Kranzler E, Volinsky A, O’Donnell M, Williams S, Yang Q, Kim Y, Binns S, Tran H, Maidel Epstein V, Leffel T, Jeong M, Liu J, Lee S, Emery S, Hornik R. Combining Crowd-Sourcing and Automated Content Methods to Improve Estimates of Overall Media Coverage: Theme Mentions in E-cigarette and Other Tobacco Coverage. Journal of Health Communication 2019;24(12):889 View
  21. Robertson L, Hoek J, Blank M, Richards R, Ling P, Popova L, McMillan L. A qualitative exploration of information-seeking by electronic nicotine delivery systems (ENDS) users in New Zealand. BMJ Open 2018;8(10):e023375 View
  22. Xu C, Yang H, Sun L, Cao X, Hou Y, Cai Q, Jia P, Wang Y. Detecting Lung Cancer Trends by Leveraging Real-World and Internet-Based Data: Infodemiology Study. Journal of Medical Internet Research 2020;22(3):e16184 View
  23. Chu K, Majmundar A, Allem J, Soto D, Cruz T, Unger J. Tobacco Use Behaviors, Attitudes, and Demographic Characteristics of Tobacco Opinion Leaders and Their Followers: Twitter Analysis. Journal of Medical Internet Research 2019;21(6):e12676 View
  24. Allem J, Majmundar A, Dharmapuri L, Cruz T, Unger J. E-liquid-related posts to Twitter in 2018: Thematic analysis. Addictive Behaviors Reports 2019;10:100196 View
  25. Tapi Nzali M, Bringay S, Lavergne C, Mollevi C, Opitz T. What Patients Can Tell Us: Topic Analysis for Social Media on Breast Cancer. JMIR Medical Informatics 2017;5(3):e23 View
  26. Kwon M, Park E. Perceptions and Sentiments About Electronic Cigarettes on Social Media Platforms: Systematic Review. JMIR Public Health and Surveillance 2020;6(1):e13673 View
  27. Lenoir P, Moulahi B, Azé J, Bringay S, Mercier G, Carbonnel F. Raising Awareness About Cervical Cancer Using Twitter: Content Analysis of the 2015 #SmearForSmear Campaign. Journal of Medical Internet Research 2017;19(10):e344 View
  28. 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
  29. Gang S, Xiaoming W, Junfeng W, Shufang L, Zhuowen L, Wang X, Sanjuán Martínez O, Fenza G, Gonzalez Crespo R. Analysis of the information management system in the manufacturing process of cigarette enterprises using fuzzy AHP. Journal of Intelligent & Fuzzy Systems 2021;40(4):8257 View
  30. McCausland K, Maycock B, Leaver T, Wolf K, Freeman B, Jancey J. E-Cigarette Advocates on Twitter: Content Analysis of Vaping-Related Tweets. JMIR Public Health and Surveillance 2020;6(4):e17543 View
  31. 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
  32. Fairie P, Zhang Z, D'Souza A, Walsh T, Quan H, Santana M. Categorising patient concerns using natural language processing techniques. BMJ Health & Care Informatics 2021;28(1):e100274 View
  33. Amores C, Bael M, Escabarte R, Batara E, Jovita‐Olvez H, Tomaro Q. Are citizens engaging with government social media Covid 19 pandemic information? Why media richness and dialogic loop features matter. THE ELECTRONIC JOURNAL OF INFORMATION SYSTEMS IN DEVELOPING COUNTRIES 2023;89(3) View
  34. Riwu Bara R, McCausland K, Swanson M, Scott L, Jancey J. “They’re sleek, stylish and sexy:” selling e-cigarettes online. Australian and New Zealand Journal of Public Health 2023;47(1):100013 View
  35. Liu Y, Yin Z, Wan Z, Yan C, Xia W, Ni C, Clayton E, Vorobeychik Y, Kantarcioglu M, Malin B. Implicit Incentives Among Reddit Users to Prioritize Attention Over Privacy and Reveal Their Faces When Discussing Direct-to-Consumer Genetic Test Results: Topic and Attention Analysis. JMIR Infodemiology 2022;2(2):e35702 View
  36. Morales M, Fahrion A, Watkins S. #NicotineAddictionCheck: Puff Bar Culture, Addiction Apathy, and Promotion of E-Cigarettes on TikTok. International Journal of Environmental Research and Public Health 2022;19(3):1820 View
  37. Ma S, Qiu Z, Yang Q, Bridges J, Chen J, Shang C. Expanding the E-Liquid Flavor Wheel: Classification of Emerging E-Liquid Flavors in Online Vape Shops. International Journal of Environmental Research and Public Health 2022;19(21):13953 View
  38. Song H, Kim Y, Hwang E. How Attitude and Para-Social Interaction Influence Purchase Intentions of Mukbang Users: A Mixed-Method Study. Behavioral Sciences 2023;13(3):214 View
  39. Majmundar A, Pérez C, Huerta M, Unger J, Allem J. Describing Memes Referencing Vaping: Thematic Analysis. Substance Use & Misuse 2023;58(2):306 View
  40. Markides B, Laws R, Hesketh K, Maddison R, Denney‐Wilson E, Campbell K. A thematic cluster analysis of parents' online discussions about fussy eating. Maternal & Child Nutrition 2022;18(2) View
  41. Ni C, Wan Z, Yan C, Liu Y, Clayton E, Malin B, Yin Z. The Public Perception of the #GeneEditedBabies Event Across Multiple Social Media Platforms: Observational Study. Journal of Medical Internet Research 2022;24(3):e31687 View
  42. Wan X, Wang R, Wang M, Deng J, Zhou Z, Yi X, Pan J, Du Y. Online Public Opinion Mining for Large Cross-Regional Projects: Case Study of the South-to-North Water Diversion Project in China. Journal of Management in Engineering 2022;38(1) View
  43. Al-Sawalha N, Almomani B, Mokhemer E, Al-Shatnawi S, Bdeir R, Rajiah K. E-cigarettes use among university students in Jordan: Perception and related knowledge. PLOS ONE 2021;16(12):e0262090 View
  44. Koss J, Rheinlaender A, Truebel H, Bohnet-Joschko S. Social media mining in drug development—Fundamentals and use cases. Drug Discovery Today 2021;26(12):2871 View
  45. Liu J, Wright C, Elizarova O, Dahne J, Bian J, Tan A. Emotional Responses and Perceived Relative Harm Mediate the Effect of Exposure to Misinformation about E-Cigarettes on Twitter and Intention to Purchase E-Cigarettes among Adult Smokers. International Journal of Environmental Research and Public Health 2021;18(23):12347 View
  46. Hagg L, Merkouris S, O’Dea G, Francis L, Greenwood C, Fuller-Tyszkiewicz M, Westrupp E, Macdonald J, Youssef G. Examining Analytic Practices in Latent Dirichlet Allocation Within Psychological Science: Scoping Review. Journal of Medical Internet Research 2022;24(11):e33166 View
  47. Tian H, Gaines C, Launi L, Pomales A, Vazquez G, Goharian A, Goodnight B, Haney E, Reh C, Rogers R. Understanding Public Perceptions of Per- and Polyfluoroalkyl Substances: Infodemiology Study of Social Media. Journal of Medical Internet Research 2022;24(3):e25614 View
  48. Alnashwan R, O’Riordan A, Sorensen H. Multiple-Perspective Data-Driven Analysis of Online Health Communities. Healthcare 2023;11(20):2723 View
  49. Lee J, Krishnan-Sarin S, Kong G. Social Media Use and Subsequent E-Cigarette Susceptibility, Initiation, and Continued Use Among US Adolescents. Preventing Chronic Disease 2023;20 View
  50. Al-Zaman M, Noman M. Investigating political news coverage patterns in Bangladesh during 2013-2022 using computational methods. Newspaper Research Journal 2024 View
  51. He Y, Yang Q, Alish Y, Ma S, Qiu Z, Chen J, Wagener T, Shang C. Relationship Between Product Features and the Prices of e-Cigarette Devices Sold in Web-Based Vape Shops: Comparison Study Using a Linear Regression Model. JMIR Formative Research 2024;8:e49276 View
  52. Zheng X, Li W, Li R, Yang M, Lin H. Exposure to user-generated e-cigarette content on social media associated with greater vulnerability to e-cigarette use among youth non-users. Addictive Behaviors 2024;156:108061 View
  53. Li W, Zheng X, Li R, Lin H. Differentiating the associations of passive and active social media use with e-cigarette use among U.S. youth. Addictive Behaviors 2024;158:108121 View
  54. Almeida A, Patton T, Conway M, Gupta A, Strathdee S, Bórquez A. The Use of Natural Language Processing Methods in Reddit to Investigate Opioid Use: Scoping Review. JMIR Infodemiology 2024;4:e51156 View
  55. Guillory J, Trigger S, Brophy J, Ross A, Lane S, Kim A, Nonnemaker J, Liu S, Snyder K, Delahanty J. Content analysis of conversations on Reddit: reactions to FDA’s ENDS prioritized enforcement policy. Frontiers in Communication 2024;9 View
  56. Guraka A, Mierlea S, Drake S, Shawa I, Waldron J, Corcoran M, Dowse D, Walkman D, Burn L, Sivasubramaniam S, Kermanizadeh A. A comprehensive toxicological analysis of panel of unregulated e-cigarettes to human health. Toxicology 2024;509:153964 View

Books/Policy Documents

  1. Mercadier Y, Moulahi B, Bringay S, Azé J, Lenoir P, Mercier G, Carbonnel F. Social Web and Health Research. View
  2. Naem M, Okafor S. Leveraging Computer-Mediated Marketing Environments. View
  3. Xu W. Innovative Computing. View
  4. Naem M, Okafor S. Research Anthology on Social Media Advertising and Building Consumer Relationships. View
  5. Zhang H, Scheibe K. HCI International 2023 Posters. View
  6. Sachdeva P, Kumar M, Mitra A. Artificial Intelligence and Transforming Digital Marketing. View