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

Infodemiology and Infoveillance (966) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1225) Adverse Drug Events Detection, Pharmacovigilance and Surveillance (89) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (784) Infoveillance and Social Listening (131)

Published on in Vol 19 , No 10 (2017) :October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/6426, first published .
Scaling Up Research on Drug Abuse and Addiction Through Social Media Big Data

Scaling Up Research on Drug Abuse and Addiction Through Social Media Big Data

Scaling Up Research on Drug Abuse and Addiction Through Social Media Big Data

Authors of this article:

Sunny Jung Kim 1, 2 Author Orcid Image ;   Lisa A Marsch 1, 2 Author Orcid Image ;   Jeffrey T Hancock 3 Author Orcid Image ;   Amarendra K Das 4 Author Orcid Image
Article Authors Cited by (28) Tweetations (43) Metrics

Journals

  1. Chou L, Chang K, Puspitasari I. Drug Abuse Research Trend Investigation with Text Mining. Computational and Mathematical Methods in Medicine 2020;2020:1 View
  2. Arillotta D, Schifano F, Napoletano F, Zangani C, Gilgar L, Guirguis A, Corkery J, Aguglia E, Vento A. Novel Opioids: Systematic Web Crawling Within the e-Psychonauts’ Scenario. Frontiers in Neuroscience 2020;14 View
  3. Song J, Han Y, Kim K, Song T. Social big data analysis of future signals for bullying in South Korea: Application of general strain theory. Telematics and Informatics 2020;54:101472 View
  4. Zhang L, Fan H, Peng C, Rao G, Cong Q. Sentiment Analysis Methods for HPV Vaccines Related Tweets Based on Transfer Learning. Healthcare 2020;8(3):307 View
  5. Ricard B, Marsch L, Crosier B, Hassanpour S. Exploring the Utility of Community-Generated Social Media Content for Detecting Depression: An Analytical Study on Instagram. Journal of Medical Internet Research 2018;20(12):e11817 View
  6. Miuli A, Stigliano G, Lalli A, Coladonato M, D’Angelo L, Esposito F, Cappello C, Pettorruso M, Martinotti G, Schifano F, Di Giannantonio M. “Purple Drank” (Codeine and Promethazine Cough Syrup): A Systematic Review of a Social Phenomenon with Medical Implications. Journal of Psychoactive Drugs 2020;52(5):453 View
  7. Chiauzzi E, Wicks P. Digital Trespass: Ethical and Terms-of-Use Violations by Researchers Accessing Data From an Online Patient Community. Journal of Medical Internet Research 2019;21(2):e11985 View
  8. Reuter K, Danve A, Deodhar A. Harnessing the power of social media: how can it help in axial spondyloarthritis research?. Current Opinion in Rheumatology 2019;31(4):321 View
  9. Nasralah T, El-Gayar O, Wang Y. Social Media Text Mining Framework for Drug Abuse: Development and Validation Study With an Opioid Crisis Case Analysis. Journal of Medical Internet Research 2020;22(8):e18350 View
  10. Nitzburg G, Weber I, Yom-Tov E. Internet Searches for Medical Symptoms Before Seeking Information on 12-Step Addiction Treatment Programs: A Web-Search Log Analysis. Journal of Medical Internet Research 2019;21(5):e10946 View
  11. Ding H, Sun C, Zeng J. Fuzzy Weighted Clustering Method for Numerical Attributes of Communication Big Data Based on Cloud Computing. Symmetry 2020;12(4):530 View
  12. Oram D, Tzilos Wernette G, Nichols L, Vydiswaran V, Zhao X, Chang T. Substance Use Among Young Mothers: An Analysis of Facebook Posts. JMIR Pediatrics and Parenting 2018;1(2):e10261 View
  13. Li J, Xu Q, Cuomo R, Purushothaman V, Mackey T. Data Mining and Content Analysis of the Chinese Social Media Platform Weibo During the Early COVID-19 Outbreak: Retrospective Observational Infoveillance Study. JMIR Public Health and Surveillance 2020;6(2):e18700 View
  14. Correia R, Wood I, Bollen J, Rocha L. Mining Social Media Data for Biomedical Signals and Health-Related Behavior. Annual Review of Biomedical Data Science 2020;3(1):433 View
  15. Mukherjee D, Shukla L, Saha P, Mahadevan J, Kandasamy A, Chand P, Benegal V, Murthy P. Tapentadol abuse and dependence in India. Asian Journal of Psychiatry 2020;49:101978 View
  16. Jordan S, Hovet S, Fung I, Liang H, Fu K, Tse Z. Using Twitter for Public Health Surveillance from Monitoring and Prediction to Public Response. Data 2018;4(1):6 View
  17. Bergman B, Wu W, Marsch L, Crosier B, DeLise T, Hassanpour S. Associations Between Substance Use and Instagram Participation to Inform Social Network–Based Screening Models: Multimodal Cross-Sectional Study. Journal of Medical Internet Research 2020;22(9):e21916 View
  18. Liang O, Chen Y, Bennett D, Yang C. Identifying self-management support needs for pregnant women with opioid misuse in online health communities: mixed-method analysis of online posts (Preprint). Journal of Medical Internet Research 2020 View
  19. Shubin S. Psychological features of adolescent digital activity on the example of social networks: the review of foreign studies. Pedagogy and Psychology of Education 2020;(3,2020):173 View
  20. Balsamo D, Bajardi P, Salomone A, Schifanella R. Patterns of Routes of Administration and Drug Tampering for Nonmedical Opioid Consumption: Data Mining and Content Analysis of Reddit Discussions. Journal of Medical Internet Research 2021;23(1):e21212 View
  21. Zhao Z, Zhang Y, Wang W. Impact of Smart City Planning and Construction on Economic and Social Benefits Based on Big Data Analysis. Complexity 2020;2020:1 View
  22. Eder M, Patten C, Brockman T, Hendricks D, Valdez-Soto M, Zavala-Rocha M, Amelang M, Wi C, Major-Elechi B, Balls-Berry J. Public feedback on a proposed statewide virtual translational research community. Journal of Clinical and Translational Science 2020;4(5):416 View
  23. Flores L, Young S. Regional variation in discussion of opioids on social media. Journal of Addictive Diseases 2021;39(3):316 View
  24. Mazel S, Zisman-Ilani Y, Hennig S, Garnick D, Nicholson J. Virtual Engagement in a Social Media Community of Mothers With Substance Use Disorders: Content Analysis. JMIR Formative Research 2021;5(6):e24353 View

Books/Policy Documents

  1. Wolfson M, Wagoner K, Song E, Pankratz M, Azagba S. Substance Use Disorders. View
  2. de Alencar Almeida R, Carvalho D. Computational Neuroscience. View
  3. Spitzberg B, Tsou M, Jung C. The Handbook of Applied Communication Research. View