First-hand accounts of structural stigma toward people who use opioids on Reddit.

Journal: Social science & medicine (1982)

Volume: 347

Issue: 

Year of Publication: 

Affiliated Institutions:  Department of Epidemiology, Columbia University Mailman School of Public Health, USA; Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, USA. Electronic address: evan.e@columbia.edu. Department of Social and Behavioral Sciences, School of Global Public Health, New York University, USA. Center for Language and Speech Processing, Johns Hopkins University, USA. This is Treatment, LLC, USA. Department of Anesthesia and Perioperative Care, University of California, San Francisco, USA. Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, USA. Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, USA. Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, USA. Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, USA; Department of International Health, Johns Hopkins Bloomberg School of Public Health, USA.

Abstract summary 

People who use opioids face multilevel stigma that negatively affects their health and well-being and drives opioid-related overdose. Little research has focused on lived experience of the structural levels of stigma toward opioid use. This study identified and qualitatively analyzed Reddit content about structural stigma toward opioid use. Iterative, human-in-the-loop natural language processing methods were used to identify relevant posts and comments from an opioid-related subforum. Ultimately, 273 posts and comments were qualitatively analyzed via directed content analysis guided by a prominent conceptualization of stigma. Redditors described how structures-including governmental programs and policies, the pharmaceutical industry, and healthcare systems-stigmatize people who use opioids. Structures were reported to stigmatize through labeling (i.e., particularly in medical settings), perpetuating negative stereotypes, separating people who use opioids into those who use opioids "legitimately" versus "illegitimately," and engendering status loss and discrimination (e.g., denial of healthcare, loss of employment). Redditors also posted robust formulations of structural stigma, mostly describing how it manifests in the criminalization of substance use, is often driven by profit motive, and leads to the pervasiveness of fentanyl in the drug supply and the current state of the overdose crisis. Some posts and comments highlighted interpersonal and structural resources (e.g., other people who use opioids, harm reduction programs, telemedicine) leveraged to navigate structural stigma and its effects. These findings reveal key ways by which structural stigma can pervade the lives of people who use opioids and show the value of social media data for investigating complex social processes. Particularly, this study's findings related to structural separation may help encourage efforts to promote solidarity among people who use opioids. Attending to first-hand accounts of structural stigma can help interventions aiming to reduce opioid-related stigma be more responsive to these stigmatizing structural forces and their felt effects.

Authors & Co-authors:  Eschliman Choe DeLucia Addison Jackson Murray German Genberg Kaufman

Study Outcome 

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Statistics
Citations : 
Authors :  9
Identifiers
Doi : 10.1016/j.socscimed.2024.116772
SSN : 1873-5347
Study Population
Male,Female
Mesh Terms
Other Terms
Natural language processing;Opioid use;Reddit;Social media;Structural stigma
Study Design
Study Approach
Qualitative
Country of Study
Publication Country
England