People in substance recovery use diverse behavior change strategies, with stigma persisting through every stage
Analysis of 748 Reddit posts found 11 categories of behavior change techniques across recovery stages, with stigma present throughout all stages from pre-contemplation to maintenance.
Quick Facts
What This Study Found
63.1% of narratives were in the action stage; 11 BCT categories identified; social support seeking and consequence awareness dominated early stages; action and maintenance stages showed more diverse strategies; stigma persisted across all stages.
Key Numbers
748 posts; 63.1% action stage; 11 BCT categories; 5 major stigma themes; social support became more commonly offered (vs sought) in maintenance stage.
How They Did This
Qualitative analysis of 748 Reddit posts from alcohol, cannabis, and opioid subreddits (2013-2019) using hybrid inductive-deductive coding for stages of change, behavior change techniques, and stigma themes.
Why This Research Matters
Understanding how people naturally use behavior change techniques during recovery can inform more effective intervention design, while the persistence of stigma across all stages highlights it as a constant barrier.
The Bigger Picture
Digital platforms reveal the organic recovery process, showing that people naturally employ evidence-based behavior change techniques and that stigma reduction should be embedded across the entire recovery continuum.
What This Study Doesn't Tell Us
Reddit sample biased toward action stage (actively seeking recovery); may not represent those not engaging online; subjective coding; cannot verify outcomes; same dataset as companion study.
Questions This Raises
- ?Can digital interventions scaffold these naturally occurring behavior change techniques?
- ?Would stigma reduction at earlier stages accelerate progression through stages of change?
Trust & Context
- Key Stat:
- Stigma was present across all stages of recovery, from pre-contemplation through maintenance
- Evidence Grade:
- Rigorous qualitative framework applied to large social media dataset, but self-selected online sample and subjective coding are inherent limitations.
- Study Age:
- Published 2025, data from 2013-2019
- Original Title:
- Stigma and Behavior Change Techniques in Substance Use Recovery: Qualitative Study of Social Media Narratives.
- Published In:
- JMIR formative research, 9, e57468 (2025)
- Authors:
- Chen, Annie T(2), Wang, Lexie C(2), Johnny, Shana, Wong, Sharon H, Chaliparambil, Rahul K, Conway, Mike, Glass, Joseph E
- Database ID:
- RTHC-06196
Evidence Hierarchy
Uses interviews or focus groups to understand experiences in depth.
What do these levels mean? →Frequently Asked Questions
What behavior change strategies do people use in recovery?
Eleven categories were identified. Early stages featured social support seeking and awareness of consequences. Later stages added behavior substitution, self-monitoring, and offering social support to others.
Does stigma go away as people recover?
No. Five major stigma themes were present across all stages of recovery, from pre-contemplation through maintenance, suggesting stigma reduction should be a continuous component of recovery support.
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Cite This Study
https://rethinkthc.com/research/RTHC-06196APA
Chen, Annie T; Wang, Lexie C; Johnny, Shana; Wong, Sharon H; Chaliparambil, Rahul K; Conway, Mike; Glass, Joseph E. (2025). Stigma and Behavior Change Techniques in Substance Use Recovery: Qualitative Study of Social Media Narratives.. JMIR formative research, 9, e57468. https://doi.org/10.2196/57468
MLA
Chen, Annie T, et al. "Stigma and Behavior Change Techniques in Substance Use Recovery: Qualitative Study of Social Media Narratives.." JMIR formative research, 2025. https://doi.org/10.2196/57468
RethinkTHC
RethinkTHC Research Database. "Stigma and Behavior Change Techniques in Substance Use Recov..." RTHC-06196. Retrieved from https://rethinkthc.com/research/chen-2025-stigma-and-behavior-change
Access the Original Study
Study data sourced from PubMed, a service of the U.S. National Library of Medicine, National Institutes of Health.
This study breakdown was produced by the RethinkTHC research team. We analyze and report published research findings without making health recommendations. All interpretations are based solely on the published abstract and study data.