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Updated: Jul 4, 2025

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
Published on: May 31, 2019
Exploring social connectedness, isolation, support, and recovery factors among women seeking substance use treatment
Rikki Patton1, Jessica Chou1, Tiffanie Kestner2
1Department of Counseling and Family Therapy, Drexel University, Philadelphia, Pennsylvania, USA.
This cross-sectional study examined the relationship between social variables, recovery orientation, and recovery capital among a sample of n = 30 women actively seeking substance use disorder treatment at a community-based facility in the Midwest United States. Results indicated a positive association between social connectedness, abstinence recovery orientation (p = .048) and social isolation (p = .010). Social isolation was positively associated with abstinence recovery orientation (p = .004) and negatively related to recovery capital (p = .003). Social support was positively correlated with positive expectancy (p = .030) and recovery capital (p = .033). Further, moderate/high alcohol use was related to lower normal living scores (t(28) = 3.10, p = .004), lower recovery capital scores (t(28) = 4.15, p < .000), and higher social isolation scores (t(28) = -2.53, p = .017). Screening at moderate/high risk for cannabis use was related to lower normal living scores (t(28) = 3.01, p = .005), and lower positive expectancy scores (t(28) = 3.03, p = .005). Finally, screening for moderate/high risk for polysubstance use was related to lower normal living orientation (t(28) = 2.52, p = .018) and recovery capital scores (t(28) = 2.79, p = .009). Current findings may inform strategies for examining social connectedness and social isolation variables in future clinical practice, policy, and scholarship.
This cross-sectional study examined the relationship between social variables, recovery orientation, and recovery capital among a sample of n = 30 women actively seeking substance use disorder treatment at a community-based facility in the Midwest United States. Results indicated a positive association between social connectedness, abstinence recovery orientation (p = .048) and social isolation (p = .010). Social isolation was positively associated with abstinence recovery orientation (p = .004) and negatively related to recovery capital (p = .003). Social support was positively correlated with positive expectancy (p = .030) and recovery capital (p = .033). Further, moderate/high alcohol use was related to lower normal living scores (t(28) = 3.10, p = .004), lower recovery capital scores (t(28) = 4.15, p < .000), and higher social isolation scores (t(28) = -2.53, p = .017). Screening at moderate/high risk for cannabis use was related to lower normal living scores (t(28) = 3.01, p = .005), and lower positive expectancy scores (t(28) = 3.03, p = .005). Finally, screening for moderate/high risk for polysubstance use was related to lower normal living orientation (t(28) = 2.52, p = .018) and recovery capital scores (t(28) = 2.79, p = .009). Current findings may inform strategies for examining social connectedness and social isolation variables in future clinical practice, policy, and scholarship.
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