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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...

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Autores principales: Bunting, Amanda M., Krawczyk, Noa, Lippincott, Thomas, Gu, Yuanqi, Arya, Simran, Nagappala, Suhas, Meacham, Meredith C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
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.
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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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