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Trends in Fentanyl Content on Reddit Substance Use Forums, 2013–2021
BACKGROUND: Fentanyl is a pressing concern in the current drug supply. Social media data can provide access to near real-time understanding of drug trends that may complement official mortality data. DESIGN: The total number of fentanyl-related posts and the total number of posts for eight drug subr...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10255938/ https://www.ncbi.nlm.nih.gov/pubmed/37296360 http://dx.doi.org/10.1007/s11606-023-08256-7 |
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author | Bunting, Amanda M. Krawczyk, Noa Lippincott, Thomas Gu, Yuanqi Arya, Simran Nagappala, Suhas Meacham, Meredith C. |
author_facet | Bunting, Amanda M. Krawczyk, Noa Lippincott, Thomas Gu, Yuanqi Arya, Simran Nagappala, Suhas Meacham, Meredith C. |
author_sort | Bunting, Amanda M. |
collection | PubMed |
description | BACKGROUND: Fentanyl is a pressing concern in the current drug supply. Social media data can provide access to near real-time understanding of drug trends that may complement official mortality data. DESIGN: The total number of fentanyl-related posts and the total number of posts for eight drug subreddit categories (alcohol, cannabis, hallucinogens, multi-drug, opioids, over the counter, sedatives, stimulants) were collected from 2013 to 2021 using the Pushshift Reddit dataset. The proportion of fentanyl-related posts as a fragment of total subreddit posts was examined. Linear regressions described the rate of change in post volume over time. RESULTS: Overall, fentanyl-related content increased across drug-related subreddits from 2013 to 2021 (1292% increase, linear trend p ≤ 0.001). Opioid subreddits (30.62 per 1000 posts, linear trend p ≤ 0.001) had the most fentanyl-related content during the examined time period. Multi-drug (5.95 per 1000; p ≤ 0.01), sedative (3.23 per 1000, p ≤ 0.01), and stimulant (1.60 per 1000, p ≤ 0.01) subreddits also had substantial increases in fentanyl-related content. The greatest increases occurred in the multi-drug (1067% 2013:2021) and stimulant (1862% 2014:2021) subreddits. CONCLUSION: Fentanyl-related posts on Reddit trended upward, with the fastest rate of change for multi-substance and stimulant subreddits. Beyond opioids, harm reduction and public health messaging should ensure inclusion of individuals who use other drugs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11606-023-08256-7. |
format | Online Article Text |
id | pubmed-10255938 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-102559382023-11-30 Trends in Fentanyl Content on Reddit Substance Use Forums, 2013–2021 Bunting, Amanda M. Krawczyk, Noa Lippincott, Thomas Gu, Yuanqi Arya, Simran Nagappala, Suhas Meacham, Meredith C. J Gen Intern Med Original Research BACKGROUND: Fentanyl is a pressing concern in the current drug supply. Social media data can provide access to near real-time understanding of drug trends that may complement official mortality data. DESIGN: The total number of fentanyl-related posts and the total number of posts for eight drug subreddit categories (alcohol, cannabis, hallucinogens, multi-drug, opioids, over the counter, sedatives, stimulants) were collected from 2013 to 2021 using the Pushshift Reddit dataset. The proportion of fentanyl-related posts as a fragment of total subreddit posts was examined. Linear regressions described the rate of change in post volume over time. RESULTS: Overall, fentanyl-related content increased across drug-related subreddits from 2013 to 2021 (1292% increase, linear trend p ≤ 0.001). Opioid subreddits (30.62 per 1000 posts, linear trend p ≤ 0.001) had the most fentanyl-related content during the examined time period. Multi-drug (5.95 per 1000; p ≤ 0.01), sedative (3.23 per 1000, p ≤ 0.01), and stimulant (1.60 per 1000, p ≤ 0.01) subreddits also had substantial increases in fentanyl-related content. The greatest increases occurred in the multi-drug (1067% 2013:2021) and stimulant (1862% 2014:2021) subreddits. CONCLUSION: Fentanyl-related posts on Reddit trended upward, with the fastest rate of change for multi-substance and stimulant subreddits. Beyond opioids, harm reduction and public health messaging should ensure inclusion of individuals who use other drugs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11606-023-08256-7. Springer International Publishing 2023-06-09 2023-11 /pmc/articles/PMC10255938/ /pubmed/37296360 http://dx.doi.org/10.1007/s11606-023-08256-7 Text en © The Author(s), under exclusive licence to Society of General Internal Medicine 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. |
spellingShingle | Original Research Bunting, Amanda M. Krawczyk, Noa Lippincott, Thomas Gu, Yuanqi Arya, Simran Nagappala, Suhas Meacham, Meredith C. Trends in Fentanyl Content on Reddit Substance Use Forums, 2013–2021 |
title | Trends in Fentanyl Content on Reddit Substance Use Forums, 2013–2021 |
title_full | Trends in Fentanyl Content on Reddit Substance Use Forums, 2013–2021 |
title_fullStr | Trends in Fentanyl Content on Reddit Substance Use Forums, 2013–2021 |
title_full_unstemmed | Trends in Fentanyl Content on Reddit Substance Use Forums, 2013–2021 |
title_short | Trends in Fentanyl Content on Reddit Substance Use Forums, 2013–2021 |
title_sort | trends in fentanyl content on reddit substance use forums, 2013–2021 |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10255938/ https://www.ncbi.nlm.nih.gov/pubmed/37296360 http://dx.doi.org/10.1007/s11606-023-08256-7 |
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