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Updated: May 10, 2026

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community

Published on: May 31, 2019

Recovery capital outcomes associated with an access to recovery program.

Terry L Bunn¹, Amber Kizewski², Robin Thompson³

¹Kentucky Injury Prevention and Research Center, University of Kentucky, College of Public Health, Lexington, KY, 40504, USA; Department of Epidemiology and Environmental Health, University of Kentucky, College of Public Health, Lexington, KY, 40504, USA.

Journal of Substance Use and Addiction Treatment

|May 8, 2026

Summary

Kentucky's Access to Recovery (KATR) program improved substance use disorder recovery. Utilizing recovery housing and transportation support services significantly boosted recovery capital and employment, while reducing substance use relapse.

Keywords:

Access to recovery Basic needs, client choice Employment Recovery capital Recovery housing Transportation Voucher

Related Experiment Videos

Last Updated: May 10, 2026

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community

Published on: May 31, 2019

Area of Science:

Addiction research
Public health initiatives
Recovery support services

Background:

State Access to Recovery (ATR) programs aim to enhance client choice, access, and capacity for substance use disorder (SUD) treatment and recovery support services (RSS).
The Kentucky ATR (KATR) program specifically focuses on building recovery capital through participant use of RSSs like housing, transportation, and basic needs support.

Purpose of the Study:

To evaluate the effectiveness of the Kentucky ATR (KATR) program.
To assess how participant utilization of recovery support services (RSSs) influences the growth of recovery capital over time.

Main Methods:

Longitudinal data collection from KATR participants at four time points: intake, service completion, and 3 and 12 months post-intake.
Mixed random effects regression models analyzed the impact of RSS voucher utilization on recovery capital (BARC-10), employment, and substance use resumption.

Main Results:

Recovery housing voucher use was linked to significantly higher recovery capital (BARC-10 scores) and employment rates at all follow-up points.
Transportation voucher use correlated with higher recovery capital and reduced substance use relapse.
No significant differences in recovery outcomes were observed for basic needs voucher utilization.

Conclusions:

The KATR program demonstrated positive associations with improved recovery for individuals in SUD treatment or early recovery.
A voucher-based system offering self-selected recovery housing and transportation support is effective in enhancing long-term SUD recovery.