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Updated: Jun 5, 2026

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
Published on: May 31, 2019
Explicating an evidence-based, theoretically informed, mobile technology-based system to improve outcomes for people
David H Gustafson1, Bret R Shaw, Andrew Isham
1Network for the Improvement of Addiction Treatment, University of Wisconsin-Madison, Madison, WI 53706, USA.
Abstract:
Post-treatment relapse to uncontrolled alcohol use is common. Currently available communication technology can use existing models for relapse prevention to cost-effectively improve long-term relapse prevention. This paper describes: (1) research-based elements of alcohol consumption-related relapse prevention and how they can be encompassed in self-determination theory (SDT) and Marlatt's cognitive behavioral relapse prevention model, (2) how technology could help address the needs of people seeking recovery, (3) a technology-based prototype, organized around sexual transmitted disease and Marlatt's model, and (4) how we are testing a system based on the ideas in this article and related ethical and operational considerations.
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