This paper is in the following e-collection/theme issue:

Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1085) Infodemiology and Infoveillance (1443) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1771) Mass Media/Social Media Communication and Campaigns (502) Opioid and Related Substance Misuse (166) Substance Abuse (459) Substance and Alcohol Abuse in Adolescence (121)

Published on in Vol 6, No 1 (2020): Jan-Mar

Exploring Substance Use Tweets of Youth in the United States: Mixed Methods Study

Exploring Substance Use Tweets of Youth in the United States: Mixed Methods Study

Exploring Substance Use Tweets of Youth in the United States: Mixed Methods Study

Authors of this article:

Robin C Stevens1 Author Orcid Image ;   Bridgette M Brawner1 Author Orcid Image ;   Elissa Kranzler2 Author Orcid Image ;   Salvatore Giorgi3 Author Orcid Image ;   Elizabeth Lazarus4 Author Orcid Image ;   Maramawit Abera4 Author Orcid Image ;   Sarah Huang4 Author Orcid Image ;   Lyle Ungar4 Author Orcid Image
Article Authors Cited by (22) Tweetations (21) Metrics

Journals

  1. Anwar M, Khoury D, Aldridge A, Parker S, Conway K. Using Twitter to Surveil the Opioid Epidemic in North Carolina: An Exploratory Study. JMIR Public Health and Surveillance 2020;6(2):e17574 View
  2. Brawner B, Jemmott L, Hanlon A, Lozano A, Abboud S, Ahmed C, Wingood G. Results from Project GOLD: A pilot randomized controlled trial of a psychoeducational HIV/STI prevention intervention for black youth. AIDS Care 2021;33(6):767 View
  3. Threats M, Brawner B, Montgomery T, Abrams J, Jemmott L, Crouch P, Freeborn K, Kamitani E, Enah C. A Review of Recent HIV Prevention Interventions and Future Considerations for Nursing Science. Journal of the Association of Nurses in AIDS Care 2021;32(3):373 View
  4. Shaw G, Zimmerman M, Vasquez-Huot L, Karami A. Deciphering Latent Health Information in Social Media Using a Mixed-Methods Design. Healthcare 2022;10(11):2320 View
  5. Sánchez-Puertas R, Vaca-Gallegos S, López-Núñez C, Ruisoto P. Prevention of Alcohol Consumption Programs for Children and Youth: A Narrative and Critical Review of Recent Publications. Frontiers in Psychology 2022;13 View
  6. Berger M, Taba M, Marino J, Lim M, Skinner S. Social Media Use and Health and Well-being of Lesbian, Gay, Bisexual, Transgender, and Queer Youth: Systematic Review. Journal of Medical Internet Research 2022;24(9):e38449 View
  7. Lewis N, Martinez L. Information Scanning Impacts Nonmedical Drug Use Among College Students: A Longitudinal Study of Scanning Effects. Health Communication 2023;38(10):2035 View
  8. Parker M, Valdez D, Rao V, Eddens K, Agley J. Results and Methodological Implications of the Digital Epidemiology of Prescription Drug References Among Twitter Users: Latent Dirichlet Allocation (LDA) Analyses. Journal of Medical Internet Research 2023;25:e48405 View
  9. Walker A, LoParco C, Rossheim M, Livingston M. #Delta8: a retailer-driven increase in Delta-8 THC discussions on Twitter from 2020 to 2021. The American Journal of Drug and Alcohol Abuse 2023;49(4):491 View
  10. O'Connor K, Golder S, Weissenbacher D, Klein A, Magge A, Gonzalez-Hernandez G. Methods and Annotated Data Sets Used to Predict the Gender and Age of Twitter Users: Scoping Review. Journal of Medical Internet Research 2024;26:e47923 View
  11. Castillo-Toledo C, Fraile-Martínez O, Donat-Vargas C, Lara-Abelenda F, Ortega M, Garcia-Montero C, Mora F, Alvarez-Mon M, Quintero J, Alvarez-Mon M. Insights from the Twittersphere: a cross-sectional study of public perceptions, usage patterns, and geographical differences of tweets discussing cocaine. Frontiers in Psychiatry 2024;15 View
  12. Silwal A, Dayton Z. Understanding the Political Frames of the Opioid Crisis: A Content Analysis of U.S. Senators’ Tweets. Health Communication 2025;40(4):748 View
  13. Rao V, Valdez D, Muralidharan R, Agley J, Eddens K, Dendukuri A, Panth V, Parker M. Digital Epidemiology of Prescription Drug References on X (Formerly Twitter): Neural Network Topic Modeling and Sentiment Analysis. Journal of Medical Internet Research 2024;26:e57885 View
  14. Doran N, Wade N, Courtney K, Sullivan R, Jacobus J. Mobile phone ownership, social media use, and substance use at ages 11–13 in the ABCD study. Addictive Behaviors 2025;161:108211 View
  15. Yap J, Brezina T, Timmer A. ‘I Should Have Known Better’: Adolescent Decision-Making, Alcohol Use, and Delinquency. Journal of Drug Issues 2024 View
  16. Zhang X, Zhu J, Kenne D, Jin R. Teenager Substance Use on Reddit: Mixed Methods Computational Analysis of Frames and Emotions. Journal of Medical Internet Research 2025;27:e59338 View
  17. Adekeye O, Boltz M, Jao Y, Branstetter S, Exten C. Vaping in the Digital Age: How Social Media Influences Adolescent Attitudes and Beliefs About E-Cigarette Use. Journal of Child & Adolescent Substance Use 2025;30(1):13 View
  18. Medina-Quevedo P, Cervera-Vallejos M, Martin del campo-Navarro A, Guzmán-Ortiz E, Álvarez-Aguirre A. Explorando los significados del consumo de marihuana en adolescentes: una metasíntesis cualitativa. Hacia la Promoción de la Salud 2024;29(2):92 View
  19. Adekeye O, Exten C. Exploring the Impact of Social Media on E-Cigarette Usage Among Adolescents: A Scoping Review. Journal of Child & Adolescent Substance Use 2025:1 View

Books/Policy Documents

  1. Gao L, Hong L, Mashhadi A. Social Informatics. View
  2. Ward R, Steers M, Das A, Speed S, Geyer R. Effective Use of Social Media in Public Health. View
  3. Flores III D, Barroso J. Nursing Research. View