Visualizing the Influence of Social Networks on Recovery: A Mixed-Methods Social Identity Mapping Study with Recovering Adolescents.

Background: Social recovery capital (SRC) refers to resources and supports gained through relationships and is vital to adolescent addiction recovery. Much is known about how substance use relates to social networks, but little is known about how other dimensions of social networks influence recovery (e.g., network size/exposure, degree of conflict). Methods: This mixed-methods study sampled 28 adolescents who received treatment for alcohol and other drug (AOD) use disorder (14-19 yrs.: 71% male; M = 17.32 yrs., SD = 1.33; White 82%): 20 were recovery high school (RHS) students. Adolescents completed a social identity map for addiction recovery (SIM-AR), survey, and interview. Qualitative data were content analyzed and the data from the SIM-AR were quantified. Results: On average, participants reported belonging to five distinct groups within their network (Range, 2-9; SD = 1.63; M = 27.89 people, SD = 20.09). Of their social network connections, 51% drank alcohol and 46% used other substances, on average. Larger networks involved more conflict (r = 0.57). Participants were more likely to spend more time with groups that had greater proportions of non-substance-using members. These linkages were stronger for RHS than for non-RHS students. Qualitative analyses revealed that youth reported their recovery-oriented groups as supportive, but some reported that their substance-using friends also supported their recovery. Discussion: SIM-AR was a useful measurement tool, and, through qualitative interviews, we identified unique aspects of youths' social networks important for further examination. Research with recovering youth should examine SRC-related elements within their networks including relationship quality, belonging, and conflict, alongside the substance use behaviors of network members.

Variation by race/ethnicity-gender in the relationship between arrest history and alcohol use.

BACKGROUND: Alcohol use contributes to the national burden of morbidity and mortality in the United States. Arrest, as a unique form of criminal justice system involvement, may be related to alcohol use from adolescence to adulthood. This study investigates the relationship between arrest and alcohol use across race/ethnicity-gender (R/E-G) status (e.g., Black, Latinx, and White men and women) as youth age. METHODS: Data from 17 waves (1997-2015) of the National Longitudinal Survey of Youth, 1997 cohort (N = 8901) were used to explore how variation in R/E-G moderates the relationship between arrest history and alcohol use trajectories from 13 to 30 years old. Multilevel zero-inflated Poisson and Poisson regression were used to assess R/E-G variation in the relationship between arrest history and days of alcohol consumption, drinks per drinking occasion, and days of binge drinking after accounting for covariates, including incarceration. RESULTS: The findings indicate that an arrest history is associated with alcohol use, and these results varied by R/E-G status, age, and alcohol use outcome. Those with an arrest history reported more days of drinking than their counterparts without an arrest; yet, the magnitude and direction of average drinks per occasion and binge drinking days varied by R/E-G status and age. Paradoxically, Black men, Black women, and Latinx men with an arrest history reported fewer days of binge drinking as they aged than their counterparts without an arrest. CONCLUSIONS: A history of arrest is important for alcohol use from adolescence to adulthood and varies by R/E-G status, age, and alcohol use outcome. This work confirms previous scholarship showing that arrest and alcohol use are socially patterned and R/E-G status is an essential consideration in understanding the relationship. Future work should include additional identities and health behaviors and the consequences related to alcohol use outcomes.

Alliance-building for equity and justice: An inter-organizational perspective.

Cultivating alliances between specific sectors or fields with unrealized synergies is a promising strategy for systems change. Social network analysis is a useful tool for assessing whether such alliances build relationships between these previously disparate organizations. Two waves of valued network data were collected from the members (N = 25) of a justice system reform coalition composed of two types of community-based organizations: those involved in restorative justice practice and those involved in grassroots community organizing. Social network homophily analyses were employed to characterize the impact of alliance participation on relationships over time across three domains: working together, doing impactful work together, and sharing a philosophy about justice system reform. Results indicate marked increases in the prevalence of relationships between restorative justice and community organizing organizations across all domains, with the greatest increases occurring in perceptions of shared philosophy. Network structures at each time point differed by relational domain and organization type. Findings suggest that the alliance strengthened relationships between restorative justice and community organizing organizations, particularly in perceptions of shared philosophy, but that the magnitude of these changes varied depending on pre-existing interorganizational relationships and organization type. Findings challenge the idea that close working relationships between diverse members is critical to coalition effectiveness, pointing instead to the value of ambidextrous networks and alignment in members' philosophy and vision.

Network Analysis for Formative Evaluation of Collaborative, Team Science Research Partnerships.

Cancer health disparities persist across the cancer care continuum despite decades of effort to eliminate them. Among the strategies currently used to address these disparities are multi-institution research initiatives that engage multiple stakeholders and change efforts. Endemic to the theory of change of such programs is the idea that collaboration-across institutions, research disciplines, and academic ranks-is necessary to improve outcomes. Despite this emphasis on collaboration, however, it is not often a focus of evaluation for these programs and others like them. In this paper we describe a method for evaluating collaboration within the Meharry-Vanderbilt-Tennessee State University Cancer Partnership using network analysis. Specifically, we used network analysis of co-authorship on academic publications to visualize the growth and patterns of scientific collaboration across partnership institutions, research disciplines, and academic ranks over time. We presented the results of the network analysis to internal and external advisory groups, creating the opportunity to discuss partnership collaboration, celebrate successes, and identify opportunities for improvement. We propose that basic network analysis of existing data along with network visualizations can foster conversation and feedback and are simple and effective ways to evaluate collaboration initiatives.

A qualitative examination of social identity and stigma among adolescents recovering from alcohol or drug use.

Introduction: Alcohol and other drug (AOD) use disorders are stigmatized conditions, but little is known about youth's experience of this stigma, which may threaten their developing social identity and recovery process. This study investigates youth's perceptions of AOD use-related stigma in the context of their social identity. Methods: This study uses data from 12 youth (ages 17-19) who were in recovery from problematic AOD use. Participants completed a Social Identity Mapping in Addiction Recovery (SIM-AR) exercise, in which they created a visual map of their social groups, and semi-structured interview, in which participants were asked about their experience creating their SIM-AR and reflections on their social network. SIM-AR data were descriptively analyzed, and interviews were thematically analyzed for instances of stigma. Results: Using stigmatizing terminology, participants expressed some stigmatizing attitudes towards themselves and others in their network who used substances and perceived both positive and negative reactions from those who knew about their disorder. Findings suggest that youth may experience some internalized stigma and perceive stigma from others in their social networks, which may be a barrier to the development of a healthy social identity and engagement in recovery supports. Conclusions: These findings should be considered when seeking to engage youth in treatment and recovery programming. Despite the small sample, the findings suggest the importance of considering how stigma may influence adolescents' treatment and recovery experience in the context of their social environment.

Awareness of peers in recovery and of a campus collegiate recovery community at a university in the southeastern United States.

Objective: Little is known about the extent of student awareness about collegiate recovery communities (CRCs) and of peers in recovery. Participants: A convenience sample of 237 undergraduate students from a diverse major at a private university participated in an anonymous online survey in Fall 2019. Methods: Participants reported whether they knew about the local CRC, whether they knew a peer in recovery, sociodemographic characteristics, and other information. Multivariable modified Poisson regression models were fitted to estimate correlates of awareness of the CRC and of peers in recovery. Results: Overall, 34% were aware of the CRC and 39% knew a peer in recovery. The latter was associated with being a member of Greek life, a junior or senior, using substances regularly, and personally being in recovery. Conclusions: Future research should explore ways to increase awareness of CRCs and assess the role of connections between students in recovery and peers across campus.

"A lot better than it used to be": A qualitative study of adolescents' dynamic social recovery capital.

Background: Substance use recovery is a dynamic process for youth, and social networks are tied to the recovery process. The Recovery Capital for Adolescents Model (RCAM) situates the resources accessible through social networks - social recovery capital (SRC) - in a larger framework of developmentally-informed recovery resources. This study aims to investigate the social network experiences among recovering youth enrolled in a recovery high school to understand how social influences help to build, or act as barriers to building, recovery capital. Methods: To gain insight into these networks, Social Identity Maps and semi-structured interviews were conducted with ten youth ages 17-19 years (80% male; 50% non-Hispanic White). Study visits were conducted virtually, recorded, transcribed, and thematically analyzed using the RCAM as an organizing framework. Results: Results supported that adolescent social networks play a unique and multifaceted role in the recovery journey. Three key nuances emerged: change permeates adolescent networks throughout the treatment and recovery process; shared substance use history and non-stigmatizing attitudes play a key role in connecting with others; and SRC is interconnected with human, financial, and community recovery capital. Conclusions: With adolescent recovery receiving increased attention from policy makers, practitioners, and researchers, the RCAM may be a useful way to contextualize available resources. Findings suggest SRC as a crucial, yet complex component intertwined with all other forms of recovery capital.

Development and Validation of the Perceptions of Research Trustworthiness Scale to Measure Trust Among Minoritized Racial and Ethnic Groups in Biomedical Research in the US.

Importance: Historically, trust in biomedical research has been lower among minoritized racial and ethnic groups who are underrepresented in and excluded from research, with the same groups experiencing worse health outcomes. Unfortunately, instruments that measure trust may not capture components of trust relevant to minoritized racial and ethnic groups. Objective: To develop and validate a scale to measure trust in biomedical research among minoritized racial and ethnic groups. Design, Setting, and Participants: This cross-sectional, community-based survey study compared trust and distrust in biomedical research among Black, Latino, and White subgroups in the US using the Perceptions of Research Trustworthiness (PoRT) scale. The scale was developed between March 22, 2016, and September 19, 2018, as part of this study, and its structure, reliability, and validity were examined during pilot (n = 381) and validation (n = 532) phases between February 4, 2019, and July 27, 2021. Convenience samples of adult participants (aged ≥18 years) were recruited locally (Nashville, Tennessee, and San Antonio, Texas) and nationally through the ResearchMatch and Cint online platforms. Main Outcomes and Measures: Overall and individual item Trust and Distrust subscale scores were compared. Overall Trust and Distrust scores were compared by race and ethnicity using a Kruskal-Wallis H test and individual item scores were compared using independent samples t test. Results: Of the 532 participants in the scale validation study, 144 (27.1%) were Black, 90 (16.9%) were Latino, and 282 (53.0%) were White. Participants had a median age of 43 years (range, 18-90 years), 352 (66.2%) were women, and 198 (37.2%) had educational attainment levels less than a college degree. Factor analysis of the 18-item PoRT scale revealed a 2-factor structure with two 9-item PoRT subscales (Trust and Distrust), which demonstrated high internal consistency (Cronbach α = 0.72 and 0.87, respectively). Mean (SD) Trust subscale scores were lower among Black (34.33 [2.02]) and Latino (34.55 [1.97]) participants compared with White participants (36.32 [1.81]; P < .001). Mean (SD) Distrust subscale scores were higher among Black (21.0 [2.15]) and Latino (20.53 [2.21]) participants compared with White participants (18.4 [2.03]; P < .001). Individual item results showed that Black and Latino participants were less trusting and more distrusting than White individuals on items related to risks, harms, secrecy, confidentiality, and privacy. Conclusions and Relevance: These findings suggest that the PoRT scale incorporates trust and trustworthiness concepts relevant among Black and Latino individuals and may allow more precise assessment of trust in research among these groups.

Parenting to provide social recovery capital: A qualitative study.

Background: Although research demonstrates the necessity of social recovery capital (SRC) for youth in recovery, through having family that do not use substances and who support their recovery, the ways in which parents actually enact SRC have not been empirically examined. This qualitative study applied the Recovery Capital Model for Adolescents to group interview data from parent(s) of youth who resolved a substance use disorder (SUD) to explore the ways parents enacted SRC. Method: The interviews were conducted in a prior ethnographic study in which parents of alternative peer group (APG) alumni volunteered to participate in a group interview; five mothers and five fathers of APG alumni participated in the interviews (n=10). Three investigators analyzed the interview transcripts using the constant comparative method to identify family SRC and the specific components parents supported their child's recovery. Results: The primary themes of parent support of SRC included locus of control, parent growth, and sober/supportive home. Locus of control included parent strategies to leverage youth's participation in treatment/recovery. Parent growth focused on the process of change parents described: from denial to developing insight and learning how to parent a child in addiction. Supportive and structured family included time spent with youth in recovery-related activities and improved communication and relationships. Conclusions: Together, these themes suggest a process of parent change that supports an adolescent's recovery trajectory and increases parenting skills and coping. These themes also highlight how the APG structure enabled this process, generating potential hypotheses for future recovery-oriented research to address.

Race-gender variation in the relationship between arrest history and poor health from adolescence to adulthood.

OBJECTIVE: The objective of this study is to examine how criminal justice involvement, specifically arrests, shapes health by race-gender status and age for Black, Latinx, and White men and women from adolescence to adulthood. METHOD: Data were from sixteen waves (1997-2013) of data of National Longitudinal Survey of Youth 1997 cohort (N = 7,674). Respondents were 12-16 years during the first wave of the survey. Multivariate logistic regression with interactions were used to determine how age and race-gender status shape the association between poor health and arrests over time. RESULTS: With the exception of Black men, arrest history is positively associated with the probability of poor health and this relationship strengthens with age. Arrests have the least detrimental impact on the health of Black men. For those without an arrest history, the probability of poor health also increases with age, but with a less steep incline over time than those who have been arrested. Overall, women who have been arrested, regardless of race, have the worst health prospects. CONCLUSIONS: A history of arrest is important for health from adolescence to adulthood and varies by race-gender status and age. Those without arrests in their backgrounds enjoy better health at both younger and older ages. For those who experience arrest, they generally report poorer health from adolescence into adulthood. One exception is Black men for whom those with an arrest history report the lowest probability of poor health, compared to Black women, Latinx men, Latinx women, White men, and White women.

Ease of marital communication and depressive symptom severity among men and women in rural Uganda: cross-sectional, whole-population study.

PURPOSE: Depression is a major contributor to the global burden of disease. The extent to which marital communication may influence depression in contexts with little mental health support is unknown. METHODS: We conducted a whole-population study of married adult residents of eight villages in a rural region of southwestern Uganda. Depression symptom severity was measured using a modified version of the Hopkins Symptom Checklist for Depression, with > 1.75 classified as a positive screen for probable depression. Respondents were asked to report about ease of marital communication ('never easy', 'easy once in a while', 'easy most of the time' or 'always easy'). Sex-stratified, multivariable Poisson regression models were fit to estimate the association between depression symptom severity and marital communication. RESULTS: Among 492 female and 447 male participants (response rate = 96%), 23 women and 5 men reported communication as 'never easy' and 154 women and 72 men reported it as 'easy once in a while'. Reporting communication as 'never easy' was associated with an increased risk of probable depression among women (adjusted relative risk [ARR], 2.06; 95% confidence interval [CI], 1.08-3.93, p = 0.028) and among men (ARR, 7.10; 95% CI 1.70-29.56, p = 0.007). CONCLUSION: In this whole-population study of married adults in rural Uganda, difficulty of marital communication was associated with depression symptom severity. Additional research is needed to assess whether communication training facilitated by local leaders or incorporated into couples-based services might be a novel pathway to address mental health burden.

Overestimation of alcohol consumption norms as a driver of alcohol consumption: a whole-population network study of men across eight villages in rural, southwestern Uganda.

BACKGROUND AND AIMS: Little is known about how perceived norms about alcohol consumption may influence high alcohol consumption rates in Uganda. This study estimated the accuracy of perceived norms about men's alcohol consumption and estimated the association between perceived norms and personal alcohol consumption. DESIGN: Cross-sectional, whole-population, sociocentric social network study. SETTING: Eight rural villages in Rwampara District, southwestern Uganda in 2016-18. PARTICIPANTS: A total of 719 men aged 18 years and older (representing 91% of permanent resident men). MEASUREMENTS: Self-reported frequent (≥ 4 days per week) and heavy alcohol consumption (six or more drinks on one occasion, more than three occasions of intoxication, or spending an excessive amount on alcohol). Participants also reported whether they thought most other men in their village engaged in frequent and heavy alcohol consumption (perceived norms). Using the network study design, we calculated alcohol consumption behavior within villages and social networks. Perceived norms were compared with aggregated self-reports. Multivariable Poisson regression models were used to estimate the association between perceived norms and individual behavior. FINDINGS: Throughout villages, frequent and heavy alcohol consumption ranged from 7 to 37%. However, 527 (74%) participants perceived, contrary to fact, that most other men in their villages frequently consumed alcohol, and 576 (81%) perceived that most others heavily consumed alcohol. Overestimation of alcohol consumption by others was pervasive among socio-demographic subgroups and was present irrespective of the actual consumption behavior at the village level and within social networks. Men who misperceived these alcohol consumption behaviors as being common were more likely to engage in frequent [adjusted relative risk (aRR) = 3.98; 95% confidence interval (CI) = 1.69-9.34) and heavy (aRR = 4.75; 95% CI = 2.33-9.69) alcohol consumption themselves. CONCLUSIONS: Most men in eight rural Ugandan villages incorrectly thought that frequent and heavy alcohol consumption were common among men in their villages. These misperceived norms had a strong positive association with individual drinking behavior.

Perceived and misperceived norms about khat and/or cannabis use among adults in southwest Uganda.

BACKGROUND: Studies from high-income contexts have found evidence that norms about substance use are misperceived. The accuracy of perceived norms about khat and cannabis use in Uganda have not previously been described. METHODS: We conducted a population-based study targeting all resident adults across eight villages in southwestern Uganda. Personal khat and/or cannabis use frequency was based on self-report. We measured perceived norms about substance use by eliciting individuals' perceptions about how often most other adult men and most other adult women in their villages used these substances. We compared perceived norms to aggregated village rates of use to assess the extent to which norms were misperceived. We used multivariable Poisson regression to estimate correlates of misperceived norms. RESULTS: Among 1626 participants (91% response rate), only 29 men (4%) and 9 women (1%) reported any lifetime use of khat and/or cannabis. However, 695 participants (43%) did not think lifetime abstinence was the norm among men in their villages, and 256 participants (16%) did not think lifetime abstinence was the norm among women. Moreover, 219 participants (13%) incorrectly believed most men in their village regularly used khat and/or cannabis (≥4 times per week). Misperceived norms were present across subgroups and were correlated with larger social networks, symptoms of depression, loneliness, and younger age. CONCLUSION: In this study of all adults across 8 villages in rural Uganda, many participants misperceived norms about khat and/or cannabis use. Providing accurate information about prevailing norms in the local population may help prevent initiation of khat and/or cannabis use among adults in this context.

Recovery and Youth: An Integrative Review.

Although rates of alcohol and other substance use disorders in adolescents have been estimated for decades, little is known about the prevalence, pathways, and predictors of remission and long-term recovery among adolescents. This article provides an integrative review of the literature on youth recovery. A final selection of 39 relevant articles was grouped into five sections: treatment outcomes, special emphasis populations, recovery-oriented systems of care, families, and non-abstinence-based approaches. The review recommends more adolescent research in three basic areas: more research about medication-assisted treatment and recovery as well as harm reduction approaches for adolescents; expansion of research on recovery practices for youth who do not receive treatment due to personal choice or societal disparities; and more life course research, which may begin with adolescent participants and extend across the life span. Additionally, the authors suggest the recovery capital model for adolescents and the neuroscience of addiction may provide additional precision and direction for the study of youth recovery.

Adolescent Tobacco Use and Misperceptions of Social Norms Across Schools in the United States.

OBJECTIVE: This study assesses tobacco use norm misperceptions by distinguishing between perceived and actual peer norms for both tobacco use attitudes and behavior, and examines the association between perceived norms and personal use among U.S. students in Grades 6-12. METHOD: Anonymous self-report surveys were conducted with 28,070 students across 64 schools in 11 U.S. states between 1999 and 2017. RESULTS: Although 77% of students said tobacco use is never good, 64% of students thought that most students in their grade believed that use is acceptable. Similarly, although 79% of students reported never using tobacco, 85% of students perceived that most students in their grade typically use tobacco, with 66% thinking that peers use monthly or more often. Substantial norm misperception existed regardless of student and school factors, increasing by grade. Perceiving that most peers thought tobacco use is acceptable was highly predictive of personal attitude, and perceiving tobacco use as the norm among same-grade peers strongly predicted personal tobacco use, even after we adjusted for actual peer use prevalence and other factors. Males' perception of the male peer norm was a stronger predictor of personal use than was their perception of the female peer norm. Females' perceptions of sex-specific norms were associated with personal use, each at about the same magnitude. CONCLUSIONS: Norm misperceptions are pervasive across a diversity of students and schools, whereas perceptions of peer norms about tobacco use are highly associated with personal attitude and use. Results suggest that population-wide interventions correcting these misperceptions may help reduce tobacco use broadly among youth.