Published on in Vol 22, No 10 (2020): October

Preprints (earlier versions) of this paper are available at, first published .
Intersection of the Web-Based Vaping Narrative With COVID-19: Topic Modeling Study

Intersection of the Web-Based Vaping Narrative With COVID-19: Topic Modeling Study

Intersection of the Web-Based Vaping Narrative With COVID-19: Topic Modeling Study


  1. Malinowska B, Baranowska-Kuczko M, Kicman A, Schlicker E. Opportunities, Challenges and Pitfalls of Using Cannabidiol as an Adjuvant Drug in COVID-19. International Journal of Molecular Sciences 2021;22(4):1986 View
  2. Khademi S, Hallinan C, Conway M, Bonomo Y. Using Social Media Data to Investigate Public Perceptions of Cannabis as a Medicine: Narrative Review. Journal of Medical Internet Research 2023;25:e36667 View
  3. Melchior C, Oliveira M. Health-related fake news on social media platforms: A systematic literature review. New Media & Society 2022;24(6):1500 View
  4. Wu D, Kasson E, Singh A, Ren Y, Kaiser N, Huang M, Cavazos-Rehg P. Topics and Sentiment Surrounding Vaping on Twitter and Reddit During the 2019 e-Cigarette and Vaping Use–Associated Lung Injury Outbreak: Comparative Study. Journal of Medical Internet Research 2022;24(12):e39460 View
  5. Kumar N, Chen K, Shi Y, Altice F. Online platforms' framing around vaping. Drug Testing and Analysis 2023;15(10):1297 View
  6. Ling P, Crosbie E, Holmes L, Hoang C, Hoeper S. Cannabis Dispensary Online Marketing Practices in Response to COVID-19 Lockdowns. Substance Abuse 2022;43(1):1116 View
  7. Nguyen N, Mathur Gaiha S, Halpern-Felsher B. Self-reported changes in cannabis vaping among US adolescents and young adults early in the COVID-19 pandemic. Preventive Medicine Reports 2021;24:101654 View
  8. Austin E, Borah P, Austin B, Smith C, Amram O, Domgaard S, McPherson S, Willoughby J. Media literacy’s role in the mitigation of disinformation effects on substance misuse. Journal of Substance Use 2023:1 View
  9. Khademi Habibabadi S, Hallinan C, Bonomo Y, Conway M. Consumer-Generated Discourse on Cannabis as a Medicine: Scoping Review of Techniques. Journal of Medical Internet Research 2022;24(11):e35974 View
  10. Hu M, Conway M. Perspectives of the COVID-19 Pandemic on Reddit: Comparative Natural Language Processing Study of the United States, the United Kingdom, Canada, and Australia. JMIR Infodemiology 2022;2(2):e36941 View
  11. Turner J, Kantardzic M, Vickers-Smith R, Brown A. Detecting Tweets Containing Cannabidiol-Related COVID-19 Misinformation Using Transformer Language Models and Warning Letters From Food and Drug Administration: Content Analysis and Identification. JMIR Infodemiology 2023;3:e38390 View
  12. Janmohamed K, Walter N, Sangngam N, Hampsher S, Nyhan K, De Choudhury M, Kumar N. Interventions to Mitigate Vaping Misinformation: A Meta-Analysis. Journal of Health Communication 2022;27(2):84 View
  13. 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
  14. Kumar N, Janmohamed K, Nyhan K, Martins S, Cerda M, Hasin D, Scott J, Sarpong Frimpong A, Pates R, Ghandour L, Wazaify M, Khoshnood K. Substance, use in relation to COVID-19: A scoping review. Addictive Behaviors 2022;127:107213 View
  15. Kumar N, Hampsher S, Walter N, Nyhan K, De Choudhury M. Interventions to mitigate vaping misinformation: protocol for a scoping review. Systematic Reviews 2022;11(1) View
  16. Mishra R, Jiang H. Management and Organizational Research: Structural Topic Modeling for a Better Understanding of Theory Application. Sustainability 2021;14(1):159 View
  17. Hallinan C, Khademi Habibabadi S, Conway M, Bonomo Y, Grundy Q. Social media discourse and internet search queries on cannabis as a medicine: A systematic scoping review. PLOS ONE 2023;18(1):e0269143 View
  18. Sznitman S, Lewis N. Israeli news media coverage of COVID-19 and use of cannabis and tobacco: A case study of inconsistent risk communication. International Journal of Drug Policy 2022;103:103648 View
  19. Smith B, Hoots B, DePadilla L, Roehler D, Holland K, Bowen D, Sumner S. Using Transformer-Based Topic Modeling to Examine Discussions of Delta-8 Tetrahydrocannabinol: Content Analysis. Journal of Medical Internet Research 2023;25:e49469 View

Books/Policy Documents

  1. Chen K, Babaeianjelodar M, Shi Y, Aanegola R, Cheung L, Nakov P, Yadav S, Bancroft A, KhudaBukhsh A, De Choudhury M, Altice F, Kumar N. Computational Data and Social Networks. View