The cognitive, affective, and behavioral expression of self-stigma among people who use drugs in online substance use communities
arXiv:2606.25143v1 Announce Type: new Abstract: Objectives: To develop a codebook for self-stigma across cognitive, affective, and behavioral domains, and to estimate the prevalence, co-occurrence, and temporal patterns of these indicators in Reddit posts by people who use drugs. Methods: We developed a ten-indicator codebook through consensus-based abductive coding spanning cognitive (self-labeling, pessimism/self-defeatism, deservingness/worthlessness), affective (shame, guilt/self-blame, despair/hopelessness), and behavioral (concealment, anticipated rejection, desire to quit, ambivalence)
This academic paper by arXiv is a routine publication in the field of natural language processing and social science research, showing ongoing academic interest.
This research is important for understanding self-stigma in online communities, which can inform public health interventions, but does not impact global markets or geopolitical landscapes.
The publication provides a new codebook for analyzing self-stigma, which refines research methodology but does not fundamentally alter societal structures or technological trajectories.
Improved academic understanding of self-stigma in online substance use communities.
Potential for refined psychological interventions or content moderation strategies in online platforms.
Long-term subtle influence on mental health policy if the research gains significant traction and replication.
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