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

Infodemiology and Infoveillance (1558) Opioid and Related Substance Misuse (200) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1139) Substance Abuse (530) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1911) Adverse Drug Events Detection, Pharmacovigilance and Surveillance (215) Pharmacovigilance (171)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/50013, first published .
Understanding Public Perceptions and Discussions on Opioids Through Twitter: Cross-Sectional Infodemiology Study

Understanding Public Perceptions and Discussions on Opioids Through Twitter: Cross-Sectional Infodemiology Study

Understanding Public Perceptions and Discussions on Opioids Through Twitter: Cross-Sectional Infodemiology Study

Authors of this article:

Federico Carabot1, 2 Author Orcid Image ;   Oscar Fraile-Martínez2, 3 Author Orcid Image ;   Carolina Donat-Vargas4, 5, 6 Author Orcid Image ;   Javier Santoma3, 7 Author Orcid Image ;   Cielo Garcia-Montero2, 3 Author Orcid Image ;   Mariana Pinto da Costa8, 9 Author Orcid Image ;   Rosa M Molina-Ruiz10 Author Orcid Image ;   Miguel A Ortega1, 2 Author Orcid Image ;   Melchor Alvarez-Mon2, 3, 11 Author Orcid Image ;   Miguel Angel Alvarez-Mon1, 2, 12 Author Orcid Image
Article Authors Cited by (12) Tweetations (10) Metrics

Journals

  1. Chart-Pascual J, Montero-Torres M, Ortega M, Mar-Barrutia L, Zorrilla Martinez I, Alvarez-Mon M, Gonzalez-Pinto A, Alvarez-Mon M. Areas of interest and sentiment analysis towards second generation antipsychotics, lithium and mood stabilizing anticonvulsants: Unsupervised analysis using Twitter. Journal of Affective Disorders 2024;351:649 View
  2. 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
  3. Jung S, Boehme H, Leasure P, Kidd L, Nolan M. Who is culpable in fentanyl-induced deaths? A survey vignette investigating public perceptions of drug supplier culpability. Journal of Criminal Justice 2024;95:102284 View
  4. de Anta L, Alvarez-Mon M, Pereira-Sanchez V, Donat-Vargas C, Lara-Abelenda F, Arrieta M, Montero-Torres M, García-Montero C, Fraile-Martínez Ó, Mora F, Ortega M, Alvarez-Mon M, Quintero J. Assessment of beliefs and attitudes towards benzodiazepines using machine learning based on social media posts: an observational study. BMC Psychiatry 2024;24(1) View
  5. Domingo-Espiñeira J, Fraile-Martínez Ó, García Montero C, Lara Abelenda F, Porta-Etessam J, Baras Pastor L, Muñoz-Manchado L, Arrieta M, Saeidi M, Ortega M, Alvarez De Mon M, Alvarez-Mon M. Analyzing public discourse of dementia from Spanish and English tweets: a comparative analysis with other neurological disorders. Frontiers in Neurology 2024;15 View
  6. Zhu J, Zhang X, Jin R, Jiang H, Kenne D. Probing Public Perceptions of Antidepressants on Social Media: Mixed Methods Study. JMIR Formative Research 2025;9:e62680 View
  7. Carpenter K, Nguyen A, Smith D, Samori I, Humphreys K, Lembke A, Kiang M, Eichstaedt J, Altman R, Villanueva C. Which social media platforms facilitate monitoring the opioid crisis?. PLOS Digital Health 2025;4(4):e0000842 View
  8. Valades T, Fernandez-Lazaro C, Lara-Abelenda F, Montero-Torres M, Cuberta Gonzalez I, Ortega M, Alvarez-Mon Soto M, Alvarez-Mon M. Exploring Pain on Social Media: Observational Study on Perceptions and Discussions of Chronic Pain Conditions. JMIR Infodemiology 2025;5:e67473 View
  9. Ahmad M, Batyrshin I, Sidorov G. Sentiment Analysis Using a Large Language Model–Based Approach to Detect Opioids Mixed With Other Substances Via Social Media: Method Development and Validation. JMIR Infodemiology 2025;5:e70525 View
  10. Alvarez-Mon M, Ojeda C, Lara-Abelenda F, Asunsolo del Barco Á, Fraile-Martínez O, García-Montero C, Fernández-Rojo S, Quintero J, Ortega M, Alvarez-Mon M, Mora F. Understanding the online landscape of cannabis discourse: a Twitter analysis. Frontiers in Public Health 2025;13 View
  11. Gómez-Prieto A, Mercado-Rodriguez A, Chart-Pascual J, Fernandez-Lazaro C, Lara-Abelenda F, Montero-Torres M, Aymerich C, Quintero J, Alvarez-Mon M, Gonzalez-Pinto A, Soutullo C, Alvarez-Mon M. Unveiling Social Media Content Related to ADHD Treatment: Machine Learning Study Using X’s Posts over 15 Years. Healthcare 2025;13(19):2487 View
  12. Chart-Pascual J, Alvarez-Mon M, Montero-Torres M, Lara-Abelenda F, Marin-Napal J, Rodriguez-Jimenez R, Martínez-Velasco R, Alberdi-Paramo I, Gonzalez-Pinto A, Fernandez-Lazaro C. Analysing lithium, quetiapine and valproic acid on social media: an infodemiology study. International Journal of Bipolar Disorders 2025;13(1) View