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Recovery Dharma is a Buddhist-inspired mutual-aid recovery program for those with substance use disorders and behavioral addictions. The program combines meditation, emotion regulation techniques, literature, and Buddhist practices during meetings to help people achieve emotional balance and improve their well-being. Despite the growing popularity of Recovery Dharma, how the practices in this program predict recovery resources remain largely unknown. We conducted a study investigating whether mindfulness and difficulty regulating emotions can predict individuals' recovery capital - a construct strongly correlated with positive recovery outcomes. Recovery Dharma members (n = 122; 88% White; 45% women) completed two online surveys six months apart. We conducted hierarchical linear regressions and found that mindfulness predicted unique variability in recovery capital. However, our final model that included difficulty regulating emotions explained a significantly larger portion of variability above and beyond demographic variation and mindfulness. In an exploratory analysis, we found that difficulty regulating emotions predicted recovery capital as a unidimensional construct, not any particular subconstruct. The results suggested that Recovery Dharma members' emotion regulation skills were the strongest predictor of positive recovery outcomes, surpassing demographic characteristics and mindfulness. As such, the intentional cultivation and improvements in emotion regulation skills inherent in Buddhist practices within the Recovery Dharma framework may indicate positive long-term recovery outcomes. [ABSTRACT FROM AUTHOR]

As overdose rates increase for multiple substances, policymakers need to identify geographic patterns of substance-specific deaths. In this study, we describe county-level opioid and psychostimulant overdose patterns and how they correlate with county-level social vulnerability measures. A cross-sectional observational study, we used nationwide 2016-2018 restricted access Centers for Disease Prevention and Control county-level mortality files for 1,024 counties. We estimated quartiles of opioid and psychostimulant overdose mortality and provided estimates of their association with county-level Social Vulnerability Index (SVI) percentile. There was high opioid and psychostimulant overdose mortality in the Middle Atlantic, South Atlantic, East North Central, and Mountain regions. The Central US had the lowest opioid and psychostimulant overdose mortality rates. Counties with higher SVI scores (i.e. higher social vulnerability) were significantly more likely to experience high opioid and high psychostimulant overdose (high-high) mortality. A 10-percentile increase in SVI score was associated with a 3.1 percentage point increase in the likelihood of being a high-high county (p < 0.001) in unadjusted models and a 1.5 percentage point increase (p < 0.05) in models adjusting for region. Our results illustrated the heterogenous geographic distribution of the growing concurrent opioid and psychostimulant overdose crisis. The substantial regional variation we identified highlights the need for local data to guide policymaking and treatment planning. The association of opioid-psychostimulant overdose mortality with social vulnerability demonstrates the critical need in impacted counties for tailored treatment that addresses the complex medical and social needs of people who use both opioids and psychostimulants. [ABSTRACT FROM AUTHOR]

The goals of the present study were to describe the development of the first national longitudinal study of collegiate recovery program (CRP) students; provide an updated characterization of CRP students' demographics, past problem severity, and current recovery-related functioning; and examine the perceived impact of COVID-19 on CRP students' recovery. Universities and community colleges with CRPs across the United States and Ontario, Canada, were invited to partner on this project. Launched in fall 2020, three cohorts of participants were recruited. All participants who completed the baseline survey (N = 334 from 43 CRPs) were invited to complete follow-up surveys. The sample was composed of mostly undergraduate, White, cisgender women averaging 29 years old at baseline. They reported challenging backgrounds, including high levels of polysubstance use, alcohol/substance problem severity, mental health challenges, and involvement with the criminal legal system. Despite such adversity, they evidenced high levels of recovery-related functioning. Recovery capital and quality of life were high. Students reported an average of nearly four years in recovery, with most having between two and four years of abstinence from their primary substance of choice. COVID-19 represented a substantial source of stress for many, impacting some students' abstinence and recovery-related functioning. Results generally parallel findings from the only other national study of CRP students conducted a decade ago, providing a much-needed update and novel insights into CRP students. Findings can inform our understanding of the CRP student population and can be used to tailor CRP design and service offerings to students' backgrounds and needs. [ABSTRACT FROM AUTHOR]

The cancer disparities between people with incarceration histories compared with those who do not have those histories are vast. Opportunities for bolstering cancer equity among those impacted by mass incarceration exist in criminal legal system policy; carceral, community, and public health linkages; better cancer prevention, screening, and treatment services in carceral settings; expansion of health insurance; education of professionals; and use of carceral sites for health promotion and transition to community care. Clinicians, researchers, persons with a history of incarceration, carceral administrators, policy makers, and community advocates could play a cancer equity role in each of these areas. Raising awareness and setting a cancer equity plan of action are critical to reducing cancer disparities among those affected by mass incarceration. [ABSTRACT FROM AUTHOR]

Background and Objectives: To inform clinical practice, we identified subgroups of adults based on levels of depression symptomatology over time during opioid use disorder (OUD) treatment. Methods: Participants were 474 adults in a 24‐week treatment trial for OUD. Depression symptoms were measured using the 17‐item Hamilton Depression Rating Scale (HAM‐D) at nine‐time points. This was a secondary analysis of the Clinical Trials Network Extended‐Release Naltrexone versus Buprenorphine for Opioid Treatment (XBOT) trial using a growth mixture model. Results: Three distinct depression trajectories were identified: Class 1 High Recurring—10% with high HAM‐D with initial partial reductions (of HAM‐D across time), Class 2 Persistently High—5% with persistently high HAM‐D, and Class 3 Low Declining—85% of the participants, with low HAM‐D with early sustained reductions. The majority (low declining) had levels of depression that improved in the first 4 weeks and then stabilized across the treatment period. In contrast, 15% (high recurring and persistently high) had high initial levels that were more variable across time. The persistently high class had higher rates of opioid relapse. Discussion and Conclusions: In this OUD sample, most depressive symptomatology was mild and improved after medication treatment for opioid use disorder (MOUD). Smaller subgroups had higher depressive symptoms that persisted or recurred after the initiation of MOUD. Depressive symptoms should be followed in patients initiating treatment for OUD, and when persistent, should prompt further evaluation and consideration of antidepressant treatment. Scientific Significance: This study is the first to identify three distinct depression trajectories among a large clinical sample of individuals in MOUD treatment. [ABSTRACT FROM AUTHOR]

Given the major public health issue of substance use in the college environment and among college students, we must improve our understanding of students attempting to resolve substance related issues. Though much of research and policy attention has focused on individual progress according to personal characteristics and experiences, a much broader, theoretically informed understanding based on interpersonal relationships and contextual conditions of the school and society is warranted. Collegiate recovery programs (CRPs) are a system-level intervention that acknowledges the individual in context and seeks to support them and capitalize on their own skills within a safe environment to practice recovery. To ground CRPs as an environmental support targeting emerging adults that can improve student health and well-being, we developed a social-ecological framework that conceptualizes the multifaceted factors that influence them. Specifically, we aimed to understand factors influencing individuals in CRPs through direct and indirect effects. This conceptualization will better inform the development, implementation, and evaluation of these programs. Our theory-driven framework elucidates the multi-level complexity of CRPs and the importance of individual interventions as well as intervention from multiple stakeholder groups. [ABSTRACT FROM AUTHOR]

Background: The aim of this research was to examine the psychometrics of a short form version of the multidimensional Involvement in Alcoholics Anonymous scale (IAA-SF) by assessing the factor structure, internal consistency, and predictive validity. While there are several existing measures of involvement in Alcoholics Anonymous, many are either unidimensional or are limited in their ability to gather variation in the level of involvement in the different dimensions of 12-step programs. Objective: To achieve our aim, we used exploratory and principal axis factor analysis, correlation, and logistic regression with two unique and diverse samples. Longitudinal data were collected from a northern Illinois sample of 110 post-treatment adults, and cross-sectional data were from a random sample of 296 recovery home residents in the United States. Results: Results from the first sample suggested three exploratory factors (Principles Involvement, Social Involvement, and Spiritual Involvement) that were concordant with the proposed conceptualization and were then confirmed in the second sample. A 2nd order factor of global involvement was also found. All subscales demonstrated good to excellent internal consistency and were moderately associated with AA affiliation. Global and social involvement predicted greater odds of abstinence 2 years later, but principles and spiritual involvement did not. Conclusion: Overall results suggest the IAA- SF is a valid and reliable 12-item instrument for assessing involvement in the AA program, and the differential prediction suggests potential utility for a multidimensional approach to 12-step involvement. [ABSTRACT FROM AUTHOR]

The present study is an exploration of Recovery Dharma (RD), an emerging Buddhist-based mutual help organization (MHO) for supporting recovery from addiction. In this article, we outline the history of RD and provide an overview of the MHO, characterize RD participants, and discuss similarities and differences between RD and other MHOs. Participants (N = 209) completed an online survey; findings illustrate unique aspects of RD, including a diverse sample with regard to sexual orientation and gender identification, and group-based meditation sessions. Participants reported high engagement in the MHO, with just under half reporting substance use as their primary issue while others indicated a concurrent issue as their primary concern. Two-thirds of RD members previously sought help in a 12-step MHO and half reported current 12-step MHO participation. We conclude with an overview of the similarities and differences between RD compared to other recovery MHOs, along with suggestions for future research. [ABSTRACT FROM AUTHOR]

Social determinants of health influence who ends up in the juvenile legal system and how individuals fare when entering and leaving the system. The present study utilized latent profile analysis to determine the extent to which social determinants of health were present in a sample of incarcerated youth and the patterns in which they appear. The authors then examined their relationships to racial groups, depression, substance misuse, and recidivism risk. Data were from 1288 adolescent boys sentenced to a juvenile prison in one Southeastern state for serious offending (i.e., repeat offenses, offenses involving physical or sexual violence). We ran a latent class analysis to test for patterns with which youth present with various social determinants of health. Profiles with more violence exposure and higher social support were comprised of more Black boys than the referent profile. Property and sexual offenses also differed significantly from the referent profile. Altogether, results from our examination of selected social determinants of health indicated such factors meaningfully contribute to our understanding of experiences of young people in the juvenile legal system and may be targets for mental health and substance use intervention as they may contribute to problem behaviors or negative outcomes. [ABSTRACT FROM AUTHOR]

This study examines the association of criminal legal system involvement and age with substance use and academic related outcomes among students involved in collegiate recovery programs in the US. We examined 435 students in collegiate recovery using a national survey of college students. We computed differences between non-system-involved, system-involved with no incarceration history, and formerly incarcerated participants on relevant substance use and recovery-related outcomes. The results provide evidence that there are significant differences between those system-involved and those who are not. Specifically, we found significant differences across the outcomes of recovery capital, quality of life, hours worked per week, and substance use disorder symptoms, but after controlling for relevant covariates, only the differences between hours worked (non-system involved and system involved < formerly incarcerated) and substance use disorder symptoms (non-system involved < system involved and formerly incarcerated) remained significant. The study contributes to the literature by demonstrating that nearly half of the collegiate students in recovery in this sample have legal system-involvement and a third have been incarcerated. Further, interventions for collegiate recovery programs may need to be adjusted to account for legal system involvement among their members. • Legal system involvement and its relationship with college students in recovery. • Associations between non-justice involved, system involved, and formerly incarcerated. • Students that are formerly incarcerated more likely to work more hours. • Justice involved students more likely to have SUDs that are more severe. • Findings can help guide researchers, college health clinicians, and college administration.. [ABSTRACT FROM AUTHOR]

Objective: In this study, we aimed to inform clinical practice by identifying distinct subgroups of U.S. veteran psychiatry inpatients on their alcohol and drug use severity, posttraumatic stress disorder (PTSD) symptoms, and suicidal ideation over time.Method: Participants were 406 patients with co-occurring substance use and mental health disorders. A parallel latent growth trajectory model was used to characterize participants' symptom severity across 15 months posttreatment intake.Results: Four distinct classes were identified: 47% "normative improvement," 32% "high PTSD," 11% "high drug use," and 9% "high alcohol use." Eighty percent of the sample had reduced their drinking and drug intake by half from baseline to 3 months, and those levels remained stable from 3 to 15 months. The High PTSD, High Drug Use, and High Alcohol Use classes all reported levels of PTSD symptomatology at baseline consistent with a clinical diagnosis, and symptom levels remained high and stable across all 15 months. The Normative Improvement class showed declining drug and alcohol intake and was the only class exhibiting reductions in PTSD symptomatology over time. High substance use classes showed initial declines in suicidal ideation, then an increase from 9 to 15 months.Conclusions: The reduction in frequency of drinking and drug use for 80% of the sample was substantial and supports the potential efficacy of current treatment approaches. However, the high and stable levels of PTSD for more than 50% of the sample, as well as the reemergence of suicidal ideation in a sizable subgroup, underscore the difficulty in finding and linking patients to effective interventions to decrease symptomatology over time. [ABSTRACT FROM AUTHOR]

Although borderline personality disorder (BPD) is associated with both chronic pain and substance abuse, little research examines how BPD features in chronic pain patients may constitute a risk factor for misuse of prescription opioids, and no prior research has examined which particular component(s) of BPD might put chronic pain patients at risk—an oversight that undermines prevention and treatment of such problematic opioid use. In a cross-sectional study of patients in treatment for chronic pain (N = 147), BPD features were associated with several measures of prescription opioid misuse, even controlling for pain severity and interference. Specifically, the identity disturbances and self-harmful impulsivity facets of BPD were most consistently associated with opioid misuse, and exploratory analyses suggested that these factors may be interactive in their effects. Together, these results suggest that BPD features—especially unstable identity and self-harmful impulsivity—play a unique role in problematic prescription opioid use in chronic pain settings. [ABSTRACT FROM AUTHOR]

People in prison are particularly vulnerable to infectious disease due to close living conditions and the lack of protective equipment. As a result, public health professionals and prison administrators seek information to guide best practices and policy recommendations during the COVID-19 pandemic. Using latent profile analysis, we sought to characterize Texas prisons on levels of COVID-19 cases and deaths among incarcerated residents, and COVID-19 cases among prison staff. This observational study was a secondary data analysis of publicly available data from the Texas Department of Criminal Justice (TBDJ) collected from March 1, 2020, until July 24, 2020. This project was completed in collaboration with the COVID Prison Project. We identified relevant profiles from the data: a low-outbreak profile, a high-outbreak profile, and a high-death profile. Additionally, current prison population and level of employee staffing predicted membership in the high-outbreak and high-death profiles when compared with the low-outbreak profile. Housing persons at 85% of prison capacity was associated with lower risk of COVID-19 infection and death. Implementing this 85% standard as an absolute minimum should be prioritized at prisons across the USA. [ABSTRACT FROM AUTHOR]

People in remission from substance use disorders (SUDs) have a history of using their own experience (also referred to as "experiential knowledge" or "expertise") to support those in or seeking SUD remission. In recent years, people with this experiential knowledge are being incorporated into research protocols to better guide research questions and inform the real-world uptake of SUD treatments and recovery supports. In these research contexts, however, those with research expertise and addiction rarely speak freely about these overlapping perspectives. The aim of this commentary is to increase awareness regarding the existence of this group (addiction researchers with addiction) and to explore the possibility that their expertise may help advance addiction science while helping to reduce stigma. [ABSTRACT FROM AUTHOR]

Background: Patients with cooccurring mental health and substance use disorders often find it difficult to sustain long‐term recovery. One predictor of recovery may be how depression symptoms and Alcoholics Anonymous (AA) involvement influence alcohol consumption during and after inpatient psychiatric treatment. This study utilized a parallel growth mixture model to characterize the course of alcohol use, depression, and AA involvement in patients with cooccurring diagnoses. Methods: Participants were adults with cooccurring disorders (n = 406) receiving inpatient psychiatric care as part of a telephone monitoring clinical trial. Participants were assessed at intake, 3‐, 9‐, and 15‐month follow‐up. Results: A 3‐class solution was the most parsimonious based upon fit indices and clinical relevance of the classes. The classes identified were high AA involvement with normative depression (27%), high stable depression with uneven AA involvement (11%), and low AA involvement with normative depression (62%). Both the low and high AA classes reduced their drinking across time and were drinking at less than half their baseline levels at all follow‐ups. The high stable depression class reported an uneven pattern of AA involvement and drank at higher daily frequencies across the study timeline. Depression symptoms and alcohol use decreased substantially from intake to 3 months and then stabilized for 90% of patients with cooccurring disorders following inpatient psychiatric treatment. Conclusions: These findings can inform future clinical interventions among patients with cooccurring mental health and substance use disorders. Specifically, patients with more severe symptoms of depression may benefit from increased AA involvement, whereas patients with less severe symptoms of depression may not. [ABSTRACT FROM AUTHOR]

Background: An association between borderline personality disorder (BPD) and substance use disorders has been well established. However, very little is known about the relationship between BPD and prescription opioid misuse, specifically. Objectives: The relationship between borderline personality disorder features and prescription opioid misuse was examined in a sample of 208 substance use disorder treatment patients in the outpatient level of care. Results: Controlling for use of alcohol and cannabis, as well as other relevant covariates, we found that BPD features were associated with age of first use of prescription opioids, prescription opioid use disorder symptom count, lifetime use, past 12-month use, problem use, and cravings. Additionally, we found that BPD features were not associated with greater use of medically necessary opioid pain killers as prescribed by a physician; rather the association with BPD was in the greater likelihood of misuse (non-prescribed) of prescription opioid pain killers. The self-harm/impulsivity facet of BPD was most strongly associated with prescription opioid-related variables. Conclusions/Importance: These findings suggest that BPD is related to prescription opioid misuse, above and beyond the tendency to use other drugs of abuse, and that the self-harm impulsivity facet appears to be driving this relationship. [ABSTRACT FROM AUTHOR]

Objective: This study aimed to inform clinical practice by identifying subgroups of patient-concerned other (CO) dyads. Patients with alcohol use disorders (AUDs) were characterized on Alcoholics Anonymous (AA) involvement and substance use together with COs' Al-Anon involvement. Predictors and recovery maintenance outcomes of subgroup membership were examined. Method: Participants were 279 patient-CO dyads. Patients were in residential treatment for AUD. Parallel latent class growth model analysis characterized 12-step involvement and substance use at treatment entry and 3-, 6-, and 12-month follow-ups. Results: Three classes were as follows: 38% Low AA/Low Al-Anon (patients' low AA and COs' low Al-Anon involvement, and patients' high-to-moderate substance use), 10% High AA/High Al-Anon (patients' high AA and COs' high Al-Anon involvement, and patients' moderate-to-low substance use), and 52% High AA/Low Al-Anon (patients' high AA and COs' low Al-Anon involvement, and patients' moderate-to-low substance use). At follow-up, the Low AA/Low Al-Anon classes' patients were less likely to have spirituality as recovery support, confidence about staying abstinent, and satisfaction with recovery progress. The High AA classes' COs had less concern about patients' drinking and scored higher on positive aspects of relationships with patients. Conclusions: Clinicians should encourage patients' and COs' 12-step group involvement (12-step practices' engagement). Among patients treated for AUD, AA involvement was related to better outcomes, and to COs' lessened concern about the patients' drinking. COs' Al-Anon involvement was associated with having a more positive view of their relationship with the patient. That more than one third of dyads had low 12-step group involvement suggests that treatment programs may need to facilitate involvement in non-12-step mutual-help groups. [ABSTRACT FROM AUTHOR]