Previously submitted to: Journal of Medical Internet Research (no longer under consideration since Aug 21, 2020)
Date Submitted: Apr 28, 2020
Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.
Methadone and Suboxone® mentions on Twitter: Thematic and Sentiment Analysis
ABSTRACT
Background:
Methadone and buprenorphine-naloxone (Suboxone®) have been discussed and compared extensively in the medical literature as effective treatments for opioid use disorder (OUD). While the evidence basis for the use of these medications is very favorable, less is known about the perceptions of these medications within the general public.
Objective:
This study aimed to use social media, specifically Twitter, to assess the public perception of these medications, and to compare the discussion content between each medication based on theme, subtheme, and sentiment.
Methods:
We conducted a mixed methods descriptive study analyzing individual microposts (“tweets”) that mentioned “methadone” or “suboxone”. We then categorized these tweets into themes and subthemes, as well as by sentiment and personal experience, and compared the information posted about these two medications, including in tweets that mentioned both medications.
Results:
We analyzed 900 tweets, most of which related to access (13.8% for methadone; 12.9% for suboxone®), stigma (15.3%; 14.0%), and OUD treatment (11.5%; 5.4%). Only a small proportion of tweets (16.4% for suboxone® and 9.3% for methadone) expressed positive sentiments about the medications, with few tweets describing personal experiences. Tweets mentioning both medications primarily discussed MOUD in general, rather than comparing the two medications directly.
Conclusions:
Twitter content about methadone and suboxone are similar, with the same major themes and similar sub-themes. Despite the proven effectiveness of these medications, there was little dialogue related to their benefits or efficacy in the treatment of opioid use disorder. Perceptions of these medications may contribute to their underutilization in combatting opioid use disorder.
Citation
Request queued. Please wait while the file is being generated. It may take some time.
Copyright
© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.