Related Experiment Video
Updated: May 6, 2026

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
Published on: May 31, 2019
Online support and co-rumination experiences among adults in substance use recovery
Xiangyu Tao1, María E Contreras Pérez1, Arielle Estes2
1Rutgers Addiction Research Center, Piscataway, NJ, USA; Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA.
Objective:
This study examined patterns of perceived social support and co-rumination (e.g., repeatedly discussing problems) in social media recovery groups and associated whole-person wellness among adults in recovery from substance use disorder (SUD).
Methods:
A cross-sectional online survey (n = 468) was conducted in collaboration with a Community Advisory Board (CAB). The CAB reviewed and refined the survey, led recruitment, interpreted results, and co-authored this manuscript. Latent profile analysis (LPA) identified subgroups based on four online social support domains and three co-rumination domains. Differences were tested in eight wellness dimensions across profiles, adjusting for demographics and engagement frequency.
Results:
Four profiles emerged: Low Support-Low Co-rumination, Moderate Support-Moderate Co-rumination, High Support-Minimal Co-rumination, and Very High Support-High Co-rumination. Support and co-rumination consistently co-occurred, and in most profiles, their levels aligned. Both high-support profiles reported higher wellness across all dimensions than the other groups.
Conclusions:
High-quality perceived support, whether paired with minimal or frequent co-rumination, was linked to greater engagement in wellness behaviors, challenging the view of co-rumination as uniformly maladaptive. Findings underscore the value of moving beyond abstinence-focused metrics toward outcomes that capture connection, purpose, and quality of life. Intentionally designed online recovery spaces that foster multidimensional support can harness co-rumination as a constructive force for sustaining recovery and promoting holistic wellness.
More Related Videos
09:29Investigating Drivers of Antireward in Addiction Behavior with Anatomically Specific Single-Cell Gene Expression Methods
Published on: August 4, 2022
08:05A Prediction Error-driven Retrieval Procedure for Destabilizing and Rewriting Maladaptive Reward Memories in Hazardous Drinkers
Published on: January 5, 2018
Related Concept Videos
Self-Help Support Groups
Accessibility and Cost-Effectiveness
One of the primary strengths of self-help...
Restorative Care
Coping Strategies: Problem Focused
For example, consider a student who struggles to understand their...
Group Therapy
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Drug Dependence