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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
Recovery capital profiles among a heterogeneous sample of individuals in recovery from alcohol problems
Kyler S Knapp1, Jessica B Knapp2, Elizabeth A Bowen1
1School of Social Work, University at Buffalo.
Objective:
Recovery capital (RC) is a framework for conceptualizing the resources individuals use to support alcohol and other drug recovery across social, physical, human, and cultural domains. The goal of this study was to identify subgroups of individuals in recovery with distinct combinations of RC across domains and characteristics of individuals with unique RC patterns.
Method:
Latent profile analyses investigated patterns in both within-domain amount and variability of RC across each of the four domains using the Multidimensional Inventory of Recovery Capital, a theoretically and psychometrically sound RC measure. The sample included U.S. participants closely reflecting 2020 Census demographics (n = 482, 49% female, 38% racial/ethnic minority, Mage = 42.57) identifying as having resolved a prior problem with alcohol (alone or with other drugs).
Results:
Latent profile analyses distinguished four RC profiles: Low/Inconsistent (23%), Moderate/Consistent (43%), Moderate/Inconsistent (12%), and High/Consistent (22%). Females and individuals who were unemployed, nonabstinent, and had greater alcohol problem severity were more likely to belong to the Low/Inconsistent profile. Individuals in unassisted recovery were more likely to belong to the Moderate/Inconsistent profile. Older age and more time in recovery were associated with High/Consistent profile membership. Race/ethnicity was not associated with profile membership.
Conclusions:
These person-oriented analyses elucidate complex patterns of resources that individuals utilize during recovery and individual characteristics underpinning differences across RC patterns. The empirically derived subgroups in this heterogeneous sample highlight multiple combinations of resources that individuals leverage to achieve recovery and indicate characteristics of individuals who may need greater amounts and/or consistency of RC to continue sustaining recovery. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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