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

Infodemiology and Infoveillance (1365) Opioid and Related Substance Misuse (149)

Published on in Vol 23, No 1 (2021): January

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/21212, first published .
Patterns of Routes of Administration and Drug Tampering for Nonmedical Opioid Consumption: Data Mining and Content Analysis of Reddit Discussions

Patterns of Routes of Administration and Drug Tampering for Nonmedical Opioid Consumption: Data Mining and Content Analysis of Reddit Discussions

Patterns of Routes of Administration and Drug Tampering for Nonmedical Opioid Consumption: Data Mining and Content Analysis of Reddit Discussions

Authors of this article:

Duilio Balsamo1 Author Orcid Image ;   Paolo Bajardi2 Author Orcid Image ;   Alberto Salomone3 Author Orcid Image ;   Rossano Schifanella2, 4 Author Orcid Image
Article Authors Cited by (22) Tweetations (13) Metrics

Journals

  1. Li Z, Du X, Liao X, Jiang X, Champagne-Langabeer T. Demystifying the Dark Web Opioid Trade: Content Analysis on Anonymous Market Listings and Forum Posts. Journal of Medical Internet Research 2021;23(2):e24486 View
  2. Graves R, Perrone J, Al-Garadi M, Yang Y, Love J, O’Connor K, Gonzalez-Hernandez G, Sarker A. Thematic Analysis of Reddit Content About Buprenorphine-naloxone Using Manual Annotation and Natural Language Processing Techniques. Journal of Addiction Medicine 2022;16(4):454 View
  3. Garcia C, Amador Ayala J, Diaz Roldan K, Bavarian N. Exploring Reddit conversations about mental health difficulties among college students during the COVID-19 pandemic. Journal of American College Health 2024;72(8):2419 View
  4. Jobski K, Bantel C, Hoffmann F. Abuse, dependence and withdrawal associated with fentanyl and the role of its (designated) route of administration: an analysis of spontaneous reports from Europe. European Journal of Clinical Pharmacology 2023;79(2):257 View
  5. Jewell J, Black J, Ellis M, Olsen H, Iwanicki J, Dart R. A Cross-Sectional Study of Tampering in Xtampza ER, an Abuse-Deterrent Formulation of an Extended-Release Opioid, in a Treatment Center Population. Clinical Drug Investigation 2023;43(3):197 View
  6. Kepner W, Meacham M, Nobles A. Types and Sources of Stigma on Opioid Use Treatment and Recovery Communities on Reddit. Substance Use & Misuse 2022;57(10):1511 View
  7. Haupt M, Cuomo R, Li J, Nali M, Mackey T. The influence of social media affordances on drug dealer posting behavior across multiple social networking sites (SNS). Computers in Human Behavior Reports 2022;8:100235 View
  8. Preiss A, Baumgartner P, Edlund M, Bobashev G. Using Named Entity Recognition to Identify Substances Used in the Self-medication of Opioid Withdrawal: Natural Language Processing Study of Reddit Data. JMIR Formative Research 2022;6(3):e33919 View
  9. Spennemann D. Persistence and Attrition among Participants in a Multi-Page Online Survey Recruited via Reddit’s Social Media Network. Social Sciences 2022;11(2):31 View
  10. Di Natale A, Garcia D. LEXpander: Applying colexification networks to automated lexicon expansion. Behavior Research Methods 2023;56(2):952 View
  11. Kasson E, Filiatreau L, Kaiser N, Davet K, Taylor J, Garg S, El Sherief M, Aledavood T, De Choudhury M, Cavazos-Rehg P. Using Social Media to Examine Themes Surrounding Fentanyl Misuse and Risk Indicators. Substance Use & Misuse 2023;58(7):920 View
  12. Chi Y, Chen H. Investigating Substance Use via Reddit: Systematic Scoping Review. Journal of Medical Internet Research 2023;25:e48905 View
  13. Babbs G, Weber S, Abdalla S, Cesare N, Nsoesie E, Robinson J. Use of machine learning methods to understand discussions of female genital mutilation/cutting on social media. PLOS Global Public Health 2023;3(7):e0000878 View
  14. Tsang V, Wong J, Westenberg J, Ramadhan N, Fadakar H, Nikoo M, Li V, Mathew N, Azar P, Jang K, Krausz R. Systematic review on intentional non-medical fentanyl use among people who use drugs. Frontiers in Psychiatry 2024;15 View
  15. Yuan Y, Kasson E, Taylor J, Cavazos-Rehg P, De Choudhury M, Aledavood T. Examining the Gateway Hypothesis and Mapping Substance Use Pathways on Social Media: Machine Learning Approach. JMIR Formative Research 2024;8:e54433 View
  16. Gilbert L, Tawiah N, Adepoju O. Exploring racial and secondary substance use differences in route of administration of opioid drugs: Analysis of the 2015–2019 treatment admission data. Journal of Substance Use and Addiction Treatment 2024;162:209365 View
  17. Rogers J, Colvin K, Epstein D, Grundmann O, McCurdy C, Smith K. Growing pains with kratom: experiences discussed in subreddits contrast with satisfaction expressed in surveys. Frontiers in Pharmacology 2024;15 View
  18. 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
  19. Holbrook E, Wiskur B, Nagykaldi Z. Discovering opioid slang on social media: A Word2Vec approach with reddit data. Drug and Alcohol Dependence Reports 2024;13:100302 View
  20. Tiwari K, Rahimian M, Roberts M, Kumar P, Buchanich J. Measuring network dynamics of opioid overdose deaths in the United States. Scientific Reports 2024;14(1) View