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Updated: Jul 2, 2025

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Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
Published on: May 31, 2019
5.2K
A mixed methods experience sampling study of a posttraumatic growth model for addiction recovery
Jason D Runyan1, Silas Vermilya2, Megan St Pierre2
1Indiana Wesleyan University, Marion, IN, USA. Jason.runyan@indwes.edu.
Scientific Reports
|February 21, 2024
Summary
Social support and personal strength foster addiction recovery by buffering stress and impulsivity. Close relationships promote posttraumatic growth, aiding in overcoming substance use disorders and relapse prevention.
Area of Science:
- Psychology
- Addiction Research
- Social Science
Background:
- Problematic substance use and addiction represent a significant public health crisis.
- Stress-related impulsivity and reduced self-regulation can perpetuate addiction.
- Perceived social support is recognized as a protective factor against addiction.
Purpose of the Study:
- To test a model of addiction recovery as posttraumatic growth (PTG), focusing on close relationships and personal strength.
- To investigate the role of perceived social support, impulsivity, and stress in addiction recovery.
- To examine the impact of an ecological momentary intervention on impulsivity and self-regulation.
Main Methods:
- Initial study correlating perceived social support and impulsivity with relapse rates.
- Experience sampling to assess the relationship between stressful events, impulsivity, social support, and emotional states.
- Experimental intervention using ecological momentary assessment to target perceived social support.
Main Results:
- Perceived social support and impulsivity predicted relapse frequency in individuals recovering from substance use disorder.
- Experiencing closeness with others, a PTG domain, correlated with social support and positive emotions, buffering stress.
- Personal strength, another PTG domain, was linked to reduced impulsivity during stress and was predicted by social support and positive emotions.
- An intervention targeting perceived social support effectively reduced impulsivity and enhanced self-regulation in a dose-dependent manner.
Conclusions:
- Findings support a posttraumatic growth model for addiction recovery.
- Close, supportive relationships protect against addiction and relapse by mitigating stress-related impulsivity.
- Self-regulation is amenable to brief, in-the-moment interventions focused on perceived social support, highlighting addiction as a social disease.
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