Network support as a prognostic indicator of drinking outcomes: the COMBINE Study

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.

Perinatal women in substance use disorder treatment: Interest in partnering with family and friends to support recovery needs

BACKGROUND

Perinatal women treated for substance use disorder (SUD) face considerable barriers to recovery that might be ameliorated through activation of community support.

OBJECTIVES

This descriptive study evaluated the presence of drug-free family and friends in the social networks of perinatal women treated for SUD. It also assessed the interest of these women to partner with network members to mobilize support across several recovery needs.

METHODS

Social network interviews were conducted with 40 pre- and post-partum women treated at the Center for Addiction and Pregnancy (CAP) in Baltimore, Maryland. These interviews also prompted participants to consider which network members to invite to the program to support recovery efforts.

RESULTS

Study participants reported that their personal social networks included 4.4 drug-free adults. An overwhelming majority (80%) of participants reported a willingness to invite at least one person to the CAP program. Participants also endorsed several opportunities for collaboration between the program and community support.

CONCLUSIONS

These findings suggest that treatment program guided activation of network support offers a testable strategy to help perinatal women reduce barriers to recovery and improve treatment outcomes.

A clinical science guide for reviewing the cross-cultural rigor of assessments in an alcohol training clinic

A standard component of service delivery in alcohol treatment clinics is evidence-based assessment (EBA). Although EBA is essential for selecting appropriate treatment modalities for alcohol use and associated problems, there are limitations in existing EBAs concerning evidence of cultural equivalence and utility among individuals seeking alcohol treatment. However, training in EBA, addictions, and clinical applications with diverse populations all are gaps in clinical training in doctoral programs in clinical psychology. The present work used the clinical science model to review the psychometric properties, cross-cultural utility, and measurement invariance of measures in an assessment battery used in an alcohol treatment training clinic. This article describes the results of that review, recommendations for retaining or replacing common assessment measures used in alcohol treatment clinics, and recommendations for alcohol treatment clinics interested in engaging in similar processes. Findings suggested that more research is needed to evaluate the psychometric properties of EBAs utilized in an alcohol treatment assessment battery, particularly among American Indian and Alaska Native people, and to test measurement invariance across race/ethnicity and other identity groups in alcohol treatment-seeking populations. Overall, routine reviews of cultural relevance are needed in clinical settings to stay current with the emerging literature. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

A Bluetooth-Based Smartphone App for Detecting Peer Proximity: Protocol for Evaluating Functionality and Validity

BACKGROUND

While ecological momentary assessment (EMA) is commonly used to study social contexts and social influence in the real world, EMA almost exclusively relies on participant self-report of present circumstances, including the proximity to influential peers. There is the potential for developing a proximity sensing approach that uses small Bluetooth beacons and smartphone-based detection and data collection to collect information about interactions between individuals passively in real time.

OBJECTIVE

This paper aims to describe the methods for evaluating the functionality and validity of a Bluetooth-based beacon and a smartphone app to identify when ≥2 individuals are physically proximal.

METHODS

We will recruit 20 participants aged 18 to 29 years with Android smartphones to complete a 3-week study during which beacon detection and self-report data will be collected using a smartphone app (MEI Research). Using an interviewer-administered social network interview, participants will identify up to 3 peers of the same age who are influential on health behavior (alcohol use in this study). These peers will be asked to carry a Bluetooth beacon (Kontakt asset tag) for the duration of the study; each beacon has a unique ID that, when detected, will be recorded by the app on the participant's phone. Participants will be prompted to respond to EMA surveys (signal-contingent reports) when a peer beacon encounter meets our criteria and randomly 3 times daily (random reports) and every morning (morning reports) to collect information about the presence of peers. In all reports, the individualized list of peers will be presented to participants, followed by questions about peer and participant behavior, including alcohol use. Data from multiple app data sets, including beacon encounter specifications, notification, and app logs, participant EMA self-reports and postparticipation interviews, and peer surveys, will be used to evaluate project goals. We will examine the functionality of the technology, including the stability of the app (eg, app crashes and issues opening the app), beacon-to-app detection (ie, does the app detect proximal beacons?), and beacon encounter notification when encounter criteria are met. The validity of the technology will be defined as the concordance between passive detection of peers via beacon-to-app communication and the participant's EMA report of peer presence. Disagreement between the beacon and self-report data (ie, false negatives and false positives) will be investigated in multiple ways (ie, to determine if the reason was technology-related or participant compliance-related) using encounter data and information collected from participants and peers.

RESULTS

Participant recruitment began in February 2023, and enrollment was completed in December 2023. Results will be reported in 2025.

CONCLUSIONS

This Bluetooth-based technology has important applications and clinical implications for various health behaviors, including the potential for just-in-time adaptive interventions that target high-risk behavior in real time.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID)

DERR1-10.2196/50241.

The impact of spiritual well-being and social support on substance use treatment outcomes within a sample of predominantly Black/African American adults

INTRO

Substance use and associated problems often return following treatment for substance use disorder (SUD), which disproportionally impact Black/African American (AA) individuals. Social support and spiritual well-being are sources of recovery capital identified as particularly important among Black/AA adults. Social support and spiritual well-being are also posited mechanisms in 12-step; thus, this study tested the effects of social support and spiritual well-being on substance use outcomes over time, distinct from 12-step involvement, among Black/AA adults post-SUD treatment. The study hypothesized that social support and spiritual well-being would demonstrate significant interactions with time, respectively, on substance use frequency and substance use consequences, above the effect of 12-step involvement.

METHOD

The study drew data from a study of 262 adults (95.4 % Black/AA) entering residential SUD treatment (NCT#01189552). Assessments were completed at pretreatment and at 3-, 6-, and 12-months posttreatment. Two generalized linear mixed models (GLMM) tested the effects of social support and spiritual well-being, above the effect of 12-step involvement, on substance use frequency and substance use consequences over the course of 12-months posttreatment.

RESULTS

Higher spiritual well-being predicted significantly less frequent substance use during recovery (β = 0.00, p = .03). Greater 12-step involvement predicted significantly fewer substance use consequences during recovery (β = 0.00, p = .02). In post hoc analyses the effect of spiritual well-being and 12-step involvement dissipated by 3.5- and 6.6-months posttreatment, respectively. The study found no significant effects of social support over time.

DISCUSSION

Spiritual well-being and 12-step involvement are associated with lower substance use and substance use consequences, respectively, in the early months of posttreatment recovery among Black/AA adults. These findings contribute to the growing recovery capital literature informing paths to recovery and sources of support outside of 12-step affiliation. However, these effects diminish over time.

Involuntary social isolation and alcohol consumption: an ecological momentary assessment in Germany amid the COVID-19 pandemic

AIMS

Alcohol consumption often occurs in a social setting, which was affected by social distancing measures amid the coronavirus disease-2019 (COVID-19) pandemic. In this study, we examine how involuntary social isolation (i.e. comparing a no-lockdown stage with a lockdown stage) affects the association between loneliness, social activities, and drinking behavior.

METHOD

We performed an ecological momentary assessment eight times per day for 7 days amid the COVID-19 pandemic in Germany. We recruited 280 participants and assessed their trait loneliness, daily state loneliness, social activities, and drinking behaviors.

RESULTS

We found that a lockdown condition moderates the association between trait and daily state loneliness and alcohol consumption. During a lockdown stage, trait loneliness was positively associated, whereas state loneliness was negatively associated with alcohol consumption. During a no-lockdown stage, trait and state loneliness were both negatively associated with alcohol consumption. For both no-lockdown and lockdown stages, duration of social interaction, male gender, and weekends was positively associated with alcohol consumption.

CONCLUSION

Our study suggests that an involuntary social isolation condition (i.e. a lockdown stage) changes how trait loneliness is associated with alcohol consumption.

An Implementation Approach to Translating Assessment Data into Treatment for Disorders of Addiction

Effective translation of data to inform real-time patient care is lacking in addiction inpatient settings. The current study presents the optimization of an assessment report that is used by clinicians to individualize treatment. A multi-aim, iterative approach was taken, utilizing an implementation science perspective to arrive at a final version of the assessment report. This occurred at a small inpatient addiction treatment facility. Participants were all available clinical staff (N = 7; female = 71%). A quantitative survey was used for aims 1 and 2 to, respectively, assess motives and context around the report as well as evaluate its design. Aim 3 focused on optimization via semi-structured interviews. Descriptive and modified content analyses were utilized appropriately across aims. This resulted in five versions of the assessment report being created between February 2021 and August 2022, the most recent of which was adapted into patients' electronic medical records. We discuss each version of the report in depth, including clinicians' iterative feedback and researchers' perceived barriers to this translational process. The response rate was 64.3%. The current study highlights a replicable approach for optimizing the translation of assessment data into treatment for patients with disorders of addiction as well as an assessment report that could be utilized by similar facilities with a naturally low sample size.

Feasibility and preliminary efficacy of a community support intervention for people with opioid use disorder

BACKGROUND AND OBJECTIVES

People receiving agonist treatment for opioid use disorder often have family or friends who do not use illicit substances and could be mobilized to support recovery efforts. The present study evaluates the feasibility and preliminary efficacy of a community support intervention (CSI) designed to increase drug-free social support and expand drug-free network support.

METHODS

Participants receiving methadone treatment and using illicit drugs (n = 33) were randomly assigned to a weekly CSI or education group for 12 weeks. CSI participants attended the group with a drug-free family member or friend, and were scheduled to engage together in two community activities per week designed to meet drug-free people. Education participants attended a weekly education group and were given two weekly written homework sessions.

RESULTS

CSI groups were well attended. CSI participation was associated with reduced conflict with the family member or friend, and with increased engagement in self-help groups. No condition differences were observed in social network variables or urinalysis results, though four CSI participants (24%) compared to 0 education participants met criteria for substantial (>75%) reductions in drug use. Many eligible patients chose not to participate.

DISCUSSION AND CONCLUSIONS

These findings suggest good implementation feasibility and acceptability, and low demand feasibility. Broader clinical implementation requires strategies to improve patient willingness to enlist available social support.

SCIENTIFIC SIGNIFICANCE

Mobilizing family and friends to provide social support for people engaged in active drug use is possible. More work is needed on how to leverage support to change existing networks.

A Mixed-Methods Examination of Language Used by College Students to Describe Alcohol Recovery

Given that approximately 5% of the U.S. population is currently attending college, research is needed to better understand the language that college students use to describe alcohol recovery regardless of their current drinking behavior. College student perceptions of alcohol recovery are important, given that students may experience an alcohol use disorder themselves or may encounter others with an alcohol use disorder. Research on college student perceptions of alcohol recovery in the literature is scarce but is needed to better understand the alcohol recovery process. The current mixed-methods study examines language that college students use to describe alcohol recovery based on findings from two focus group interviews. The focus groups were conducted with college students who reported using alcohol at least once in their lifetime. All participants (N = 18) were asked questions regarding language perceived to be associated with alcohol recovery. Data were examined within a thematic analysis framework. The three central themes related to alcohol recovery that emerged in the study were harm reduction-based recovery, abstinence-based recovery, and social correlates of recovery. College students rated the terms "recovered," "drinking reduction," and "sobriety" as being highly representative of being in recovery, whereas the terms "bars" and "light drinker" were identified as not being representative of recovery. A better understanding of these themes will help the field understand the language that college students use to describe alcohol recovery.

The Importance of Social Support in Recovery Populations: Toward a Multilevel Understanding

Although social support is commonly investigated in the context of substance recovery, researchers have widely neglected its multilevel nature, thus limiting what we know about its measurement across levels of observation. The current study used multilevel confirmatory factor analyses (MCFA) on 229 individuals living in 42 recovery homes to investigate the structure of single factor of social support at the individual and house-levels. Multilevel structural equation model (MSEM) was then conducted to examine whether the social support factor was associated with stress at the individual and house-levels. MCFA results showed that within individuals, all social support measures were significant and positive while at the house-level, there were a few discrepancies (e.g., IP was negative). Stress was significantly negatively related to the social support factor at the individual-level, but this association was positive at the house-level. These findings suggest that on an individual-level, a person's perception and source of social support is particularly important -even if the source of support comes from someone who is not abstinent. On a house-level, social support is more sensitive to outside influences than within individuals. Implications for future research and substance use interventions targeting social support are discussed.

The role of mindfulness, meditation, and peer support in recovery capital among Recovery Dharma members

INTRODUCTION

Recovery Dharma (RD) is a Buddhist-based peer support program for the treatment of addiction that incorporates mindfulness and meditation into meetings, program literature, and the recovery process, creating the opportunity to study these variables in a peer-support program context. Mindfulness and meditation are beneficial for people in recovery, yet we know little about their relationship to recovery capital, a positive indicator of recovery outcomes. We explored mindfulness and meditation (average length of sessions and average frequency per week) as predictors of recovery capital and examined perceived support in relation to recovery capital.

METHODS

The study recruited participants (N = 209) through the RD website, newsletter and social media pages for an online survey that included measures of recovery capital, mindfulness, perceived support, and questions about meditation practices (e.g., frequency, duration). Participants' mean age was 46.68 years (SD = 12.21), with 45 % female (5.7 % non-binary), and 26.8 % from the LGBTQ2S+ community. The mean time in recovery was 7.45 years (SD = 10.37). The study fitted univariate and multivariate linear regression models to determine significant predictors of recovery capital.

RESULTS

As anticipated, multivariate linear regressions indicated that mindfulness (β = 0.31, p < .001), meditation frequency (β = 0.26, p < .001), and perceived support from RD (β = 0.50, p < .001) were all significant predictors of recovery capital when controlling for age and spirituality. However, longer time in recovery and the average duration of meditation sessions did not predict recovery capital as anticipated.

CONCLUSIONS

Results indicate the importance of a regular meditation practice for recovery capital rather than engaging in prolonged sessions infrequently. The results also support previous findings, which point to the influence of mindfulness and meditation on positive outcomes for people in recovery. Further, peer support is associated with higher recovery capital in RD members. This study is the first examination of the relationship between mindfulness, meditation, peer support, and recovery capital in recovering people. The findings lay the groundwork for the continued exploration of these variables as they relate to positive outcomes both within the RD program and in other recovery pathways.

Using social network methodology to examine the effects of exposure to alcohol-related social media content on alcohol use: A critical review

Peer social influence is a robust predictor of problematic drinking among young adults and adolescents; it is typically assessed by collecting nonspecific social network information (i.e., behaviors of peers globally) or specific social network information (i.e., behaviors of named friends). Socialization happens both in-person and online through social media. Exposure to alcohol-related social media content is consistently related to alcohol consumption in cross-sectional and longitudinal studies alike. Previous research has often not focused on who specifically is sharing the alcohol-related social media content with most examining effects of exposure to content posted by nonspecific network members (e.g., peers, friends) and individual alcohol consumption. The purpose of the current critical review is to describe how exposure to alcohol-related social media content is commonly measured and how including a specific social network assessment may explain more variance in alcohol use. The review found inconsistencies in the reference groups used when assessing frequency of exposure and found that specific modalities of content exposure were often not assessed. Of the 30 published studies reviewed, 15 used cross-sectional designs, which is regrettable considering that the composition of adolescent and young adult peer groups have been found to change over time possibly affecting the content viewed. Understanding factors which affect the relationship between exposure to alcohol-related social media content and individual alcohol use has implications for tailoring drinking interventions to address the unique social influence of social media content. Gaps in the literature are summarized and future directions for research are discussed. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Hazardous drinking and alcohol use disorders

Alcohol is one of the most widely consumed psychoactive drugs globally. Hazardous drinking, defined by quantity and frequency of consumption, is associated with acute and chronic morbidity. Alcohol use disorders (AUDs) are psychiatric syndromes characterized by impaired control over drinking and other symptoms. Contemporary aetiological perspectives on AUDs apply a biopsychosocial framework that emphasizes the interplay of genetics, neurobiology, psychology, and an individual's social and societal context. There is strong evidence that AUDs are genetically influenced, but with a complex polygenic architecture. Likewise, there is robust evidence for environmental influences, such as adverse childhood exposures and maladaptive developmental trajectories. Well-established biological and psychological determinants of AUDs include neuroadaptive changes following persistent use, differences in brain structure and function, and motivational determinants including overvaluation of alcohol reinforcement, acute effects of environmental triggers and stress, elevations in multiple facets of impulsivity, and lack of alternative reinforcers. Social factors include bidirectional roles of social networks and sociocultural influences, such as public health control strategies and social determinants of health. An array of evidence-based approaches for reducing alcohol harms are available, including screening, pharmacotherapies, psychological interventions and policy strategies, but are substantially underused. Priorities for the field include translating advances in basic biobehavioural research into novel clinical applications and, in turn, promoting widespread implementation of evidence-based clinical approaches in practice and health-care systems.

Drug-Free Community Support in Inpatients with Co-occurring Psychiatric Disorders and Substance Use Problems

Objective: This study evaluated the presence of drug-free family and friends in the social networks of patients treated in an inpatient setting for co-occurring psychiatric disorders and substance use problems. Methods: Social network interviews were conducted with inpatients at the Johns Hopkins Bayview Acute Psychiatric Unit with co-occurring psychiatric disorders and substance use problems (N = 90). Results: Participants reported about five social network members, of which four were drug-free. Most participants (> 70%) were willing to include a drug-free person in the current inpatient treatment plan to support recovery efforts (M = 1.8 network members) and identified several areas of recovery support. Conclusions: These results demonstrate that people treated in an inpatient psychiatric setting have local drug-free family or friends that they are willing to include in the treatment process. These findings support further study of methods to mobilize network members to enhance social support during and following hospitalization.

Benefits of Continuing Linkages to Recovery Homes Following Departure

There is a need to better understand social mechanisms that increase or decrease successful departures from recovery homes. A prior study found that involuntary departure as well as one’s personal social capital were important to sustaining recovery following the departure from recovery homes. Little is known about what house contextual or interpersonal factors explain who successfully exits these recovery settings. In the present study, we examined continued linkages to Oxford House recovery homes following departure, using questions concerning 1. Continuing to visit their previous recovery home, 2. Maintaining contact with the Oxford House Organization, 3. Continuing to see people they saw as residents following departure, and 4. Continuing to attend the same AA/NA meetings that had been attended as an Oxford House resident. Residents with continued linkages to the recovery home were found to evidence significant increases in self-efficacy as well as abstinence following departure. For those that remained most linked by answering all four questions positively, 95% remained abstinent following leaving the recovery homes. The implications of these findings are discussed in terms of possible changes in constructing a new social identity.

Individual Paths to Recovery from Substance Use Disorder (SUD): What Are the Implications of the Emerging Recovery Evidence Base for Addiction Psychiatry and Practice?

Although the research base around 12-step effectiveness has been grown markedly in recent years, there has also been growth in the broader evidence base around recovery models, and this article reviews three key components: the transition to a social model of recovery; the emergence of a metric of recovery progress, recovery capital focused on building strengths; and multiple pathways to recovery, involving mutual aid groups, recovery community organizations, and access to jobs, friends, and housing. We conclude with an overview of the practical implications for addiction treatment and sustaining the gains made in specialist treatment services.

Women's Friendships: A Basis for Individual-Level Resources and Their Connection to Power and Optimism

The study examined how friendships among women in recovery from substance use disorders are related to individual resources (e.g., social support, self-esteem, and hope) and empowerment (e.g., power and optimism). Findings from a path analysis of 244 women in recovery revealed that friendships among women were positively related to individual resources; that is, the stronger the relationships with other women, the higher women perceived their resources to be. Further, individual-level resources mediated the relations between friendships and empowerment, with higher levels of individual resources related to higher levels of empowerment constructs of power and optimism. Results point to the importance of developing and sustaining empowering relationships for women in recovery. Findings have implications for gender-specific treatment practices and recommendations impacting substance use recovery outcomes.

The association between social network members sharing alcohol-related social media content and alcohol outcomes among college student drinkers

BACKGROUND

College-aged young adults (e.g., 18 to 29-year-olds) use social media more than any other age group. An emerging body of literature shows that higher exposure to alcohol-related social media content is associated with greater alcohol consumption among college students. However, most studies assess exposure to peer drinking on social media using global measures, rather than measuring the exposure to alcohol-related posts of identified specific close peers. We examined whether having a higher proportion of important peers (i.e., social network members) who post alcohol-related social media content is associated with greater alcohol consumption and alcohol-related consequences. We also investigated the extent to which the qualities of network members who share alcohol-related content are associated with participants' alcohol outcomes.

METHODS

Participants were 130 college students (86.2% female, 56.9% White) with an average age of 23.39 years (SD = 5.63) who had consumed at least one alcoholic drink in the past week. Participants completed measures of their social media use, alcohol consumption, alcohol-related consequences, and characteristics of important peers in their social network, including their alcohol-related social media posting.

RESULTS

Having a higher proportion of social network members who post alcohol-related social media content was positively related to participants' drinks per week and peak number of drinks. Higher network proportions of drinking buddies posting alcohol-related content were also associated with a greater frequency of alcohol use. Having a higher proportion of friends who post alcohol content and from whom the participants seek advice was linked to more alcohol-related consequences.

CONCLUSIONS

Having more important peers who post alcohol-related content on social media is associated with alcohol outcomes among college students. Harm-reduction focused alcohol interventions delivered on college campuses that incorporate information about the influence of viewing and sharing alcohol-related content could help to reduce alcohol consumption and alcohol-related consequences among students.

“Returning to Ordinary Citizenship”: A Qualitative Study of Chinese PWUD’s Self-Management Strategies and Disengagement Model of Identity

How PWUD (people who use drugs) live under drug governance is an important research question. This study adopts a qualitative research method to explore how PWUD in China self-manage after perceiving the dilemma of incomplete citizenship and the social pressure brought by drug control arrangements. Through analysis of 130 PWUD’s files and in-depth interviews with 10 interviewees (from the 24 preliminary interviews), this study found that PWUD developed action strategies of hidden mobility (spatial isolation), disconnection of past experiences (time isolation), instrumental actions, as well as narrative strategies of reframing themselves as ordinary citizens with attempts of reversing identity disadvantages. Further, PWUD’s self-management strategies manifest as a disengagement model in which the actors (PWUD, not rehabilitation agencies) do not intend to develop integrative positive identities through dispersed, practiced behavioral strategies, but attempt to return to pre-addiction, non-socially exclusionary citizenship experiences. The disengagement model and its negative effect on PWUD’s social integration help us reflect on the current implementation of rehabilitation projects and institutional settings of drug governance.

Deriving a Measure of Social Recovery Capital From the Important People and Activities Instrument: Construction and Psychometric Properties

AIM

This study presents a measure of Social Recovery Capital (SRC) derived from the Important People and Activities instrument (IPA).

METHODS

The sample comprised young adults who participated in the Collaborative Study on the Genetics of Alcoholism, a high-risk family study of alcohol use disorder (N = 2472). Exploratory and confirmatory factor analysis identified influential items and factor structure, adjusting for family relatedness. The final scale was tested for reliability and validity.

RESULTS

Factor analysis retained 10 items loading on three factors (Network Abstinence Behaviors, Basic Network Structure and Network Importance) that together explained 42% of the variance in SRC. The total model showed adequate fit (Comparative Fit Index = 0.95; Tucker Lewis Index = 0.93; Root Mean Square Error of Approximation = 0.06; Standardized Root Mean Squared Residual = 0.05) and acceptable reliability (α = 0.60; McDonald's ω = 0.73) and correlated with validation measures mostly in the weak to moderate range. Due to variable factor scores for reliability and validity, we only recommend using the total score.

CONCLUSION

The SRC-IPA is a novel measure of SRC derived from the IPA that captures social network data and has applications in research and clinical work. Secondary data analyses using the SRC-IPA in studies that collected the IPA can further demonstrate the interaction of SRC with a wide variety of clinical indicators and demographic characteristics, making it a valuable addition to other measures of SRC.

The Complex Dynamics of Resources and Maintaining Factors in Social Networks for Alcohol-Use Disorders: A Cross-Sectional Study

Systemic therapy considers the complex dynamics of relational factors and resources contributing to psychological symptoms. Negative maintaining factors have been well researched for people suffering from Alcohol-use Disorders (AUD). However, we know little about the complex dynamics of these negative factors and resources. We interviewed fifty-five participants suffering or fully remitted from Alcohol-use disorders in this cross-sectional study (M = 52 years; 33% female). The interviews focused on relational factors (e.g., social support and social negativity) referring to a Support Social Network and a Craving Social Network (CSN). The CSN included all significant others who were associated with craving situations. We compared the network characteristics of the group suffering from Alcohol-use Disorders (n = 38) to a fully remitted control group (n = 17). The abstinent group with full remission named on average fewer individuals in the CSNs. They had lower social negativity mean scores in the Support Social Network compared to the non-remitted group (d = 0.74). In the CSN, the mean scores of social support were significantly higher than the median for both groups (d = 2.50). These findings reveal the complex interplay of relational patterns contributing to the etiology, maintenance, and recovery from Alcohol-use disorders. A successful recovery can be linked to increased social resources and reduced relations associated with craving. However, craving-associated relations represent an important source of social support. Future research should investigate this ambivalence for the systemic perspective on the explanation and treatment of Alcohol-use disorders.

Mechanisms of Behavior Change in Substance Use Disorder With and Without Formal Treatment

This article provides a narrative review of studies that examined mechanisms of behavior change in substance use disorder. Several mechanisms have some support, including self-efficacy, craving, protective behavioral strategies, and increasing substance-free rewards, whereas others have minimal support (e.g., motivation, identity). The review provides recommendations for expanding the research agenda for studying mechanisms of change, including designs to manipulate putative change mechanisms, measurement approaches that expand the temporal units of analysis during change efforts, more studies of change outside of treatment, and analytic approaches that move beyond mediation tests. The dominant causal inference approach that focuses on treatment and individuals as change agents could be expanded to include a molar behavioral approach that focuses on patterns of behavior in temporally extended environmental contexts. Molar behavioral approaches may advance understanding of how recovery from substance use disorder is influenced by broader contextual features, community-level variables, and social determinants of health. Expected final online publication date for the Annual Review of Clinical Psychology, Volume 18 is May 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.

Social Network Drinking Feedback is Associated with Use of Protective Behavioral Strategies and Drinking-Related Outcomes in Emerging Adult Risky Drinkers

OBJECTIVE

Although emerging adult risky drinkers are generally unmotivated to change their drinking, use of protective behavioral strategies (PBS) to minimize drinking risks is associated with decreased alcohol-related harms. However, research on social influences on PBS use and associations with drinking outcomes is limited and relevant to informing interventions for this priority population. This study investigated whether emerging adults' drinking-related behaviors were associated with social network encouragement, discouragement, or mixed messages about their drinking and with PBS use.

METHOD

Risky drinkers ages 21-29 years (N = 356; 228 women; mean age = 23.6 years) were recruited from the community using digitally implemented respondent-driven sampling. A web-based survey assessed social network drinking feedback, PBS use, drinking practices and problems, and behavioral allocation of time and money to drinking.

RESULTS

Negative binomial generalized linear models indicated that friend and spouse/ partner discouragement of drinking was associated with greater PBS use, whereas mixed messages were associated with lower use (ps < .05). Greater PBS use was associated with fewer alcohol-related negative consequences and lower behavioral allocation to drinking (ps < .05); the latter association was most consistent for serious harm reduction PBS (e.g., use of a designated driver). Mixed drinking messages from all relationship types had direct negative associations with drinking outcomes, particularly time and money allocated to drinking.

CONCLUSIONS

Assessing social network features may guide interventions to increase PBS use and reduce drinking-related harms among emerging adult risky drinkers.

Daily meaningfulness among patients with opioid use disorder: Examining the role of social experiences during residential treatment and links with post-treatment relapse

BACKGROUND

A sense of meaningfulness is an important initial indicator of the successful treatment of addiction, and supports the larger recovery process. Most studies address meaningfulness as a static trait, and do not assess the extent to which meaningfulness might vary within an individual, or how it may vary in response to daily life events such as social experiences.

METHODS

Ecological momentary assessment (EMA) was used to: 1) examine the amount of within-person variability in meaningfulness among patients in residential treatment for prescription opioid use disorder; 2) determine whether that variability was related to positive or negative social experiences on a daily basis; and 3) assess whether those day-to-day relationships were related to relapse at four months post-treatment. Participants (N = 73, 77% male, M_age = 30.10, Range = 19-61) completed smartphone-based assessments four times per day for 12 days. Associations among social experiences, meaningfulness, and relapse were examined using multilevel modeling.

RESULTS

Between-person variability accounted for 52% (95% CI = 0.35, 0.67) of variance in end-of-day meaningfulness. End-of-day meaningfulness was higher on days when participants reported more positive social experiences (β = 1.17, SE = 0.33, p < .05, ΔR² = 0.041). On average, participants who relapsed within four months post-residential treatment exhibited greater within-day reactivity to negative social experiences (β = -1.89, SE = 0.88, p < .05, ΔR² = 0.024) during treatment than participants who remained abstinent.

CONCLUSION

Individual differences in maintaining meaningfulness day by day when faced with negative social experiences may contribute to the risk of relapse in the early months following residential treatment.

Day-level shifts in social contexts during youth cannabis use treatment

OBJECTIVE

Social context plays a critical role in youth cannabis use. Yet few studies have examined if and when social contexts shift during cannabis use treatment. This study examined daily shifts in youths' social contexts with the goal of characterizing how specific social contexts (e.g., time with cannabis-using friends or siblings) relate to cannabis craving and use during cannabis treatment.

METHOD

Participants were 65 cannabis users (51% male), ages 15-24 years, who participated in a double-blind randomized clinical trial that tested the effects of motivational enhancement and cognitive behavioral therapies plus either adjunctive pharmacotherapy or placebo on cannabis craving and use. Ecological momentary assessment (EMA) data, collected from a pre-randomization period through the completion of the six-week intervention, assessed youths' social contexts, cannabis use, and craving.

RESULTS

Time-varying effects models identified shifts in social contexts during treatment. Overall, time spent with cannabis-using friends and siblings decreased, where time spent with non-using friends or alone increased across the trial. Time with parents or non-using siblings was unchanged. Comparing the relative associations of social contexts with same-day craving and use, more time with cannabis-using friends and with siblings was uniquely associated with greater craving and use.

CONCLUSIONS

Social context is an important factor in youth substance-use treatment. While time spent with cannabis-using friends and siblings decreased over treatment for all participants, those who continued to spend time with using individuals reported greater craving and use. This research supports increased attention to shifting youths' social contexts to enhance treatment success. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

Individuals in sober living: Effects of contact with substance using family members

This study examines the effects that substance-using family members have on those working to maintain recovery from substance use disorder. Participants (N = 229) were recruited from Oxford Houses (OH) across North Carolina, Texas, and Oregon. A stepwise linear regression with variables including abstinence self-efficacy, gender, substance use, attendance of Alcoholics Anonymous, and conflict with family and non-family was run to examine associations between the amount of substance using family members in the participant's social network. The abstinence self-efficacy mean score, gender, and days of serious conflict with non-family members were significantly associated with total number of substance-using family members in a participant's social network. These results may indicate that OH's serve as a buffer between substance using family members and one's abstinence self-efficacy. It remains unclear if individuals are at an increased risk of relapse from this familial influence when perceived abstinence self-efficacy drops. If so, OH residents could benefit from interventions that help them maintain their perceived abstinence self-efficacy.

Context Matters: Home-level But Not Individual-Level Recovery Social Capital Predicts Residents' Relapse

The purpose of this study is to contribute to the literature on the prediction of substance use relapse, using sophisticated systems' approaches to individuals and their contexts. In the current study of 42 recovery homes, we investigated the construct of social capital from the perspective of both recovery home residents and the house level. A confirmatory factor analysis found a latent recovery factor (including elements of recovery capital, comprising resources such as wages, self-efficacy, stress, self-esteem, quality of life, hope, sense of community, and social support) at both the individual and the recovery house level. Next, using longitudinal data from homes, an individual's probability of relapse was found to be related to house rather than individual-level latent recovery scores. In other words, an individual's probability of relapse was primarily related to the average of the "recoveries" of his or her recovery home peers, and not of his or her own personal "recovery" status. The finding that resident relapse is based primarily upon the total recovery capital available in the homes highlights the importance of the social environment for recovery.

Predictors of consent and engagement to participate in telephone delivered continuing care following specialist residential alcohol and other drug treatment

INTRODUCTION AND AIMS

Although continuing care programs have been shown to improve alcohol and other drug (AOD) treatment outcomes, uptake of continuing care has been low. The current study aimed to determine predictors of participants' who both re-confirmed consent to engage in telephone-based continuing care and commenced continuing care once they left residential AOD treatment. These participants had initially consented to partake in continuing care during the course of their residential stay.

METHODS

Participants were 391 individuals (232 males, 59% and 158 females, 40%) accessing therapeutic communities for AOD treatment provided by The Australian Salvation Army and We Help Ourselves (WHOS). Measures at baseline, collected during residential treatment, included demographics, primary substance of concern, abstinence goal, refusal self-efficacy, cravings for substances, mental health diagnoses, psychological distress, quality of life and feelings of loneliness. All measures were used as predictor variables to determine characteristics of participants who re-confirmed consent to engage in continuing care and commenced continuing care following residential AOD treatment.

RESULTS

Completing residential treatment, being unmarried, and higher levels of loneliness predicted re-confirmation of consent to participate in continuing care following discharge from residential treatment. Participants who were Aboriginal and/or Torres Strait Islander were less likely to provide re-confirmation of consent. Participants were more likely to commence continuing care if they completed residential treatment, were older, and had longer years of substance use.

CONCLUSIONS

Tailoring continuing care programs to reach a broader array of individuals such as Indigenous populations and persons who exit treatment services early is needed to ensure these programs can reach all individuals who might need them.

The Strengths and Barriers Recovery Scale (SABRS): Relationships Matter in Building Strengths and Overcoming Barriers

There is a well-established relationship between isolation and both morbidity and mortality in the context of addiction recovery, yet the protective effects of intimate and familial relationships have not been adequately assessed. The current paper uses the European Life In Recovery database to assess the association between relationship status and living with dependent children on recovery capital of people in recovery from drug addiction, operationalised by the Strengths And Barriers Recovery Scale (SABRS). The study participants were drawn from the REC-PATH study and supplemented by a second sample recruited by the Recovered Users Network (RUN) across various European countries, resulting in a combined sample of 1,313 individuals completing the survey, primarily online. The results show that, in recovery, those who are married or co-habiting reported significantly greater recovery strengths and fewer barriers to recovery, and reported greater gains in recovery capital across their recovery journeys. Similar associations are found for participants who have dependent children living with them. There is also some indication that this association is stronger for female than for male participants. Finally, having more people that one can rely on and a greater proportion of people in recovery in the social network are both linked to greater recovery capital and greater self-reported growth in recovery capital. We conclude that this study provides further evidence in favour of a "social cure" in recovery, in which close familial ties are associated with stronger recovery resources.

Social Networks of Clients in First-Time DUI Programs

OBJECTIVE

Social networks play an important role in the development of and recovery from problem drinking behaviors; however, few studies have measured the social networks of individuals convicted of driving under the influence (DUI) or assessed the relationship between social network characteristics and risk for DUI relapse and recidivism. The goal of this study is to describe the social network characteristics of a first-time DUI population in the 2 weeks before the DUI incident; examine demographic differences in social network characteristics by age, ethnicity, and gender; and assess the relationship between social network characteristics and risk factors for DUI.

METHOD

We collected personal (egocentric) social network survey data from 94 participants (65% male) enrolled in a randomized clinical trial comparing the effects of cognitive behavioral therapy with usual care for individuals convicted of a first-time DUI. Multivariate models were used to assess the relationship between pre-DUI personal network characteristics and risk factors for DUI measured at baseline interview.

RESULTS

Results indicate that the proportion of drinking partners in one's personal network was positively associated with drinks per week, binge drinking, alcohol use, marijuana use, and alcohol-related consequences. Several dimensions of personal network support were inversely associated with risk factors for DUI.

CONCLUSIONS

The pre-DUI composition of personal networks has a strong relationship to baseline risk factors for DUI; networks composed of more risky individuals (e.g., drinking partners) were associated with greater substance use and drinking and driving behaviors. Networks with greater levels of social support were associated with lower likelihood of self-reported driving after drinking and intentions to drive after drinking. Interventions that target positive and negative aspects of personal networks may enhance clinical treatments.

Social Network Feedback and Drinking Outcomes among Emerging Adult Risky Drinkers Living in Urban Communities

Alcohol use and related problems often increase during emerging adulthood and are influenced by social networks. Investigating alcohol-specific feedback from network members may be useful for understanding social influences and designing interventions to reduce risky drinking among emerging adults.Purpose/Objectives: This study examined whether drinking practices and consequences among emerging adult risky drinkers living in disadvantaged urban communities were influenced by receipt of encouragement, discouragement, or mixed messages about drinking from network members.

METHODS

Risky drinkers ages 21-29 (N = 356; 228 females; mean age = 23.6 years) residing in the community were recruited using digitally implemented Respondent Driven Sampling, a peer-driven chain referral method. A web-based survey assessed drinking practices, negative alcohol-related consequences, and drinking feedback from social network members including friends, spouse/partner, and other family members.

RESULTS

Negative binomial generalized linear modeling showed that discouragement of drinking by friends was associated with fewer drinking days and negative consequences, whereas discouragement by family members (excluding spouse/partner) was associated with more drinks per drinking day. Mixed feedback (sometimes encouraging, sometimes discouraging drinking) from friends and spouse/partner was associated with more drinking days and negative consequences.Conclusions/Importance: Social network feedback had both risk and protective associations with drinking practices and problems among emerging adults, with discouragement to drink by friends appearing to serve a protective function. The findings suggest the utility of interventions delivered through social networks that amplify the natural protective function of friend discouragement of drinking, in addition to addressing established risks associated with peers.

Social network heavy drinking moderates the effects of a brief motivational intervention for alcohol use among injured patients

BACKGROUND

Limited research has focused on identifying the extent to which social networks impact the effectiveness of brief alcohol interventions delivered in trauma care settings.

OBJECTIVES

The research presented here examines the extent to which the percent of heavy drinkers and percent of abstainers in one's social network moderates the effectiveness of a brief motivational intervention with and without a telephone booster on alcohol use among trauma patients.

METHOD

Secondary data analyses were conducted using data from 596 participants (456males) who were recruited from three urban Level I trauma centers. Patients were randomized to one of the three intervention conditions: brief advice (BA; n = 200), brief motivational intervention (BMI; n = 203), and BMI with a telephone booster (BMI + B; n = 193). For the purpose of the present study, measures of alcohol-specific social network characteristics at baseline and alcohol use at 3- and 6-month follow-up were used.

RESULTS

At low percentages (0% to ~7%) of people in one's social network who are heavy drinkers, there was a negative, statistically significant effect of the BMI conditions versus the BA condition on alcohol use. However, percent of abstainers did not moderate the effects of the BMI conditions.

CONCLUSION

The results suggest that the BMI and BMI + B conditions may be most effective among patients with no heavy drinkers in their social networks. BMIs may benefit from including a component that addresses having one or more heavy drinkers in one's social network.

Social Networks of Clients in First-Time DUI Programs

OBJECTIVE

Social networks play an important role in the development of and recovery from problem drinking behaviors; however, few studies have measured the social networks of individuals convicted of driving under the influence (DUI) or assessed the relationship between social network characteristics and risk for DUI relapse and recidivism. The goal of this study is to describe the social network characteristics of a first-time DUI population in the 2 weeks before the DUI incident; examine demographic differences in social network characteristics by age, ethnicity, and gender; and assess the relationship between social network characteristics and risk factors for DUI.

METHOD

We collected personal (egocentric) social network survey data from 94 participants (65% male) enrolled in a randomized clinical trial comparing the effects of cognitive behavioral therapy with usual care for individuals convicted of a first-time DUI. Multivariate models were used to assess the relationship between pre-DUI personal network characteristics and risk factors for DUI measured at baseline interview.

RESULTS

Results indicate that the proportion of drinking partners in one's personal network was positively associated with drinks per week, binge drinking, alcohol use, marijuana use, and alcohol-related consequences. Several dimensions of personal network support were inversely associated with risk factors for DUI.

CONCLUSIONS

The pre-DUI composition of personal networks has a strong relationship to baseline risk factors for DUI; networks composed of more risky individuals (e.g., drinking partners) were associated with greater substance use and drinking and driving behaviors. Networks with greater levels of social support were associated with lower likelihood of self-reported driving after drinking and intentions to drive after drinking. Interventions that target positive and negative aspects of personal networks may enhance clinical treatments.

Developing a Latent Coping Resources Factor for Recovery from Substance Use Disorder

It is crucial for individuals with substance use disorders, especially those with a co-occurring mental health disorder, to access effective coping resources. We quantify coping through four domains of individual resources (self-esteem, self-efficacy, perceived social support, and hope) to examine the extent to which individuals with varying psychiatric severity can access coping-related resources. Since sex is an additionally important consideration in treatment, we also explore both sexes' access to coping-related resources. We generate a multilevel latent variable of coping resources in class structures, one for males and one for females, to measure (1) the extent individuals with varying psychiatric presentations (types, symptoms, severity) are able to access this latent resource and (2) to control for house level effects. Our variables of self-esteem, self-efficacy, perceived social support, and hope all coalesced into a latent variable, named coping resources. Furthermore, we find that psychiatric severity is negatively related to coping resources at the individual level, but function differently for males and females at the house level. Treatment guidelines should address the nuanced needs of individuals and consider individual differences, such as sex, that impact access to coping resources.

'I'm getting the balls to say no': Trajectories in long-term recovery from problem substance use

This study uses individualisation theory to explore identity transition in substance misuse recovery. Identity narratives gained over 4 years from co-produced video/audio interview and video diary accounts were co-productively collected and analysed using framework analysis. Results indicate a trend towards individualistic and agentic identity as recovery trajectories progress over time. Within-case analysis demonstrates agentic growth for most participants, from early-stage gratitude and reliance on support groups to self-determination and independent decision-making. This early work exploring longer-term recovery adds to the current recovery and social identity discussion and provides evidence of identity growth in longer-term stages of recovery.

Reducing loneliness among people with substance use disorders: Feasibility of 'Groups for Belonging'

INTRODUCTION AND AIMS

Although loneliness is common among people with substance use disorders, few interventions to reduce loneliness have been developed for this population. This study aimed to determine the feasibility of delivering a six-session group-based intervention, 'Groups for Belonging', that builds social group connectedness.

DESIGN AND METHODS

Participants were 41 individuals accessing residential substance use treatment services. The primary aims of the present study were to determine indicators of feasibility of Groups for Belonging; namely, demand (recruitment, attendance and retention) for and acceptability (program adherence and participant satisfaction) of the Groups for Belonging program in residential substance use treatment settings.

RESULTS

Over half of the people attending the services were interested in participating in Groups for Belonging. Of 41 participants who commenced the program, 20 participants completed the program per protocol. In terms of acceptability, the average number of sessions attended was 3.7 (SD = 1.76, range 1-6). Program adherence was 99.3% and overall satisfaction with the program was high, with 95% of participants reporting they enjoyed Groups for Belonging.

DISCUSSION AND CONCLUSIONS

The Groups for Belonging program may be feasible for delivery in residential substance use treatment services. Findings from this study suggest that an adequately powered replication study is warranted.

Pretreatment social network characteristics relate to increased risk of dropout and unfavorable outcomes among women in a residential treatment setting for substance use

Increased retention in residential treatment for substance use disorder (SUD) has been associated with more favorable clinical outcomes for residents. Yet SUD treatment dropout remains high. It is essential to uncover factors contributing to these high rates. Little is known about whether features of an individual's social network prior to treatment entry are related to number of days in treatment or to clinical status at treatment termination. To examine these relationships, we analyzed data from 241 women (58.5% Hispanic) entering an SUD residential treatment facility, who agreed to participate in a parent randomized control trial. We assessed characteristics of these women's social networks prior to treatment entry at baseline. We extracted clinician-determined progress at treatment termination and days in treatment two months after treatment entry from clinical records. Data-driven analyses using purposeful selection of predictors showed that the overall size of the social network was associated with increased likelihood of being classified as having achieved good clinical progress in treatment at termination and that number of drug users in the pretreatment social network was related to staying fewer days in treatment. Contrary to our hypothesis, we found no significant associations between other pretreatment social support network characteristics (i.e., social support) and treatment retention or clinical discharge status. Future research should examine how features of social networks change through treatment and how these changes relate to treatment outcomes.

Trauma Exposure and Post-Traumatic Stress Disorder Among Youth in a High-Risk Family Study: Associations with Maternal and Paternal Alcohol Use Disorder

This study presents findings regarding the prevalence of trauma exposure and Posttraumatic Stress Disorder (PTSD) based on discrete types of trauma (physical, sexual, witnessed violence, and non-assaultive trauma) among 3404 youth in a family study of Alcohol Use Disorder (AUD). Data from the Collaborative Study on the Genetics of Alcoholism (COGA) were used to examine associations of parent AUD with offspring's childhood trauma exposure, and with lifetime diagnosis of DSM-IV PTSD among White and Black participants aged 12-35. Of 3404 youth, 59.7% had parents affected by AUD and 78% experienced ≤1 traumatic events before age 18. AUD in one or both parents was associated with physical, sexual, and witnessed violence among Whites. Among African Americans, maternal AUD was associated with sexual assault. The lifetime PTSD rate among youth exposed to childhood trauma was 8.6%, and mother-only AUD was significantly associated with lifetime PTSD among participants in both groups. PTSD among youth in this study were somewhat higher (7.9% to 8.83%) than those found in general population studies of the same demographic (5% to 6.8%). Maternal AUD appears to be a salient risk factor for sexual assault before age 18 among Black and development of lifetime PTSD among White youth.

Therapeutic Songwriting for Perceived Stigma and Perceived Social Support in Adults with Substance Use Disorder: A Cluster-Randomized Effectiveness Study

Background: Due to negative societal stereotypes associated with substance use disorder (SUD), many people with addictions experience perceived stigma and lack perceived social support. Perceived stigma can prevent people with SUD from seeking treatment while perceived social support can facilitate recovery. Objective: The purpose of this study was to determine the effects of a single music therapy songwriting intervention on perceived stigma and perceived social support in adults with SUD on a detoxification unit. Method: Participants (N = 132) were cluster-randomized to a therapeutic songwriting or control condition in a single-session design. The experimental condition received a highly structured group-based blues songwriting intervention wherein participants composed lyrics describing stigma against addiction as an inappropriate and false social construct in the first verse and coping with stigma by using social supports in the second verse. Results: Analyses of variance indicated no significant between-group difference in perceived stigma or perceived social support. Conclusions: Due to its non-threatening medium, therapeutic songwriting concerning perceived stigma and perceived social support may be clinically relevant way to target these sensitive yet essential topics. Implications for clinical practice, limitations, and suggestions for future research are included.

Psychometric Validation of the Brief Alcohol Social Density Assessment in an Adult Community Sample

BACKGROUND

Individuals' social networks exert a strong influence on alcohol use, but valid assessment of network drinking behavior is typically lengthy and high in participant burden. The aim of this study was to validate the Brief Alcohol Social Density Assessment (BASDA), an efficient measure of perceived alcohol use within a person's social network, in a sample of adult drinkers from the general community. Specifically, the convergent, criterion-related, incremental validity and internal validity were investigated by examining the BASDA in relation to other established measures of drinking motives, weekly drinking level, and severity of involvement.

METHODS

Participants were 903 (56% female) adults who reported drinking in the last year and who completed the BASDA, the Drinking Motives Questionnaire, the Daily Drinking Questionnaire, and the Alcohol Use Disorders Identification Test (AUDIT).

RESULTS

Significant positive correlations were found between the BASDA and drinking motives, drinking quantity, and the AUDIT (rs = 0.21 to 0.51, ps < 0.001), providing support for convergent validity. There was a significantly higher BASDA score for those scoring at or above an AUDIT cutoff for hazardous drinking (p < 0.001), providing support for criterion-related validity. Finally, beyond motives and covariates, the BASDA was significantly associated with total AUDIT score (ΔR²  = 0.09, p < 0.001), indicating its additive contribution and providing support for incremental validity. Confirmatory factor analysis revealed excellent fit, and all items significantly loaded onto a single factor (p < 0.0001), providing evidence of internal validity. The resulting alcohol social density latent variable was significantly and robustly associated with drinks per week and AUDIT total score.

CONCLUSIONS

These findings provide further support for the BASDA as a valid and efficient measure of social network alcohol density for understanding social influences on alcohol misuse.

Themes of agency and communion and rehabilitation from substance misuse

BACKGROUND

Current models of identity transformation in substance misuse recovery emphasise either communal or agentic growth processes. Building on life narrative studies of addicted males, the present study proposes that agency and communion themes distinguish the narrative identities of rehabilitated substance users from active users.

METHOD

The 'Life as a Film' (LAAF) task was used to record narratives in an opportunity sample of 32 participants (23 males, 9 females) with ongoing or substance misuse history. Transcripts were coded for agency and communion, and external measures of rehabilitation were assessed using a recovery inventory.

RESULTS

Four types of narrative were revealed, according to the presence or absence of agency and communion themes in LAAF accounts. Analysis determined a significant correlation between descriptions of agency and communion and rehabilitation outcomes (0.91 - p < 0.01), showing that both identity themes are important to recovery. Participants illustrating either theme showed moderate outcomes and those depicting neither theme showed poor outcomes. Case studies were used to illustrate the instrumentality of agentic and communal growth to behavioural change.

CONCLUSIONS

The LAAF method demonstrated value in a narrative approach for expanding current perspectives, indicating that both agency and communion shape identity transformation in recovery from substance misuse. These findings highlight unique intervention needs corresponding with presenting narrative identity.

Social identity differentiation predicts commitment to sobriety and wellbeing in residents of therapeutic communities

RATIONALE

Therapeutic communities (TC) for alcohol and other drug treatment rely strongly on social factors as agents of recovery; an approach known as 'community-as-method'. This study adopted a social identity approach in examining the relative strength of participants' recovery group identity and substance using group identity at admission (T1) and after six months (T2) in a TC.

OBJECTIVES

Were to investigate whether identity differentiation - the extent to which respondents see themselves more as belonging to recovery groups than belonging to substance using groups - (a) is related to individuals' primary substance of concern (i.e., amphetamine type stimulants; alcohol; other drugs), and (b) predicts positive indicators of recovery six months after entering a therapeutic community.

METHOD

Adults (N = 307) entering one of five Australian therapeutic communities (TC) completed measures of identification (user, recovery), commitment to sobriety, psychological distress, and personal wellbeing.

RESULTS

Participants' endorsement of the user and recovery identity at T1 and T2 did not differ as a function of primary substance of concern. User identity diminished over the six months while recovery identity remained high, regardless of primary drug category. Identity differentiation measured at T2 accounted for 20-25% variance in commitment to sobriety and wellbeing, after accounting for participant demographics, addiction severity, and T1 identity variables.

CONCLUSIONS

These findings highlight the importance of the relative strength of recovery over substance use related identities in supporting recovery indicators and the central role of the TC in supporting this trajectory.

Effects of Social Support and 12-Step Involvement on Recovery among People in Continuing Care for Cocaine Dependence

Background: Social networks that support recovery lead to enhanced treatment outcomes and sobriety regardless if this support stems from family, peer groups or 12-Step programs. Treatment process factors including readiness to change and commitment to abstinence also impact substance use. However, little is understood about the relationship between social support to treatment process factors during and after treatment for substance use disorders. Objectives: To identify the ways in which different social networks foster substance use change in a sample of individuals with cocaine dependence from intensive outpatient programs (IOPs). Methods: Data were drawn from two studies examining adults (N = 489) with cocaine dependence in IOPs for substance use disorders collected between 2004 and 2009. Assessment data were collected at 3- to 6-month intervals from baseline to 24-months and included the University of Rhode Island change assessment questionnaire, timeline followback, thoughts about abstinence, perceived social support - friend, and family versions and analyzed using GEE and mediational analyses. Results: Greater perceived friend social support was associated with greater readiness to change whereas greater perceived familial social support was associated with substance use goal; greater social support from both friends and family were associated with less substance use. Greater AA/NA participation was associated with substance use goal and readiness to change, and less substance use. Substance use goals partially mediated the impact of social support on later substance use. Conclusions/Importance: While peer and familial support are key to sustained recovery, their impact differentially affects treatment process variables. This information could be used to inform social support treatment interventions.