Evidence map›Paper›PMID 38502980›Full record

ArticleSocial science & medicine (1982)2024

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

Evan L Eschliman, Karen Choe, Alexandra DeLucia, Elizabeth Addison, Valerie W Jackson, Sarah M Murray, Danielle German, Becky L Genberg, Michelle R Kaufman

Abstract read
In one paragraph

Article in Social science & medicine (1982), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Evan L EschlimanDepartment 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.
Karen ChoeDepartment of Social and Behavioral Sciences, School of Global Public Health, New York University, USA.
Alexandra DeLuciaCenter for Language and Speech Processing, Johns Hopkins University, USA.
Elizabeth AddisonThis is Treatment, LLC, USA.
Valerie W JacksonDepartment of Anesthesia and Perioperative Care, University of California, San Francisco, USA.
Sarah M MurrayDepartment of Mental Health, Johns Hopkins Bloomberg School of Public Health, USA.
Danielle GermanDepartment of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, USA.
Becky L GenbergDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, USA.
Michelle R KaufmanDepartment 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.

Funding

Substance Abuse Epidemiology Training Program (SAETP) at Columbia UniversityT32DA031099 · NIDA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI DEBORAH S HASIN, Silvia Saboia Martins · 2012 to 2026
$6.1M
NIDA NIH HHS T32 DA031099
6 · The paper itself

Abstract

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.

Indexed as

Drug OverdoseOpioid-Related DisordersAnalgesics, OpioidDelivery of Health CareHumansSocial StigmaAnalgesics, OpioidNatural language processingOpioid useRedditSocial mediaStructural stigma

Identifiers

PMID38502980
PMCPMC11031276

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.