Substance Use Treatment Utilization Among Individuals With Substance Use Disorders in the United States During the COVID-19 Pandemic: Findings on the Role of Polysubstance Use, Criminal Justice Involvement, and Mental Illness From the National Survey on Drug Use and Health.

This study used the National Survey on Drug Use and Health to assess a nationally representative sample (N = 4596) weighted to represent 35.2 million adults with DSM-5 criteria-determined substance use disorders (SUDs). This study explored substance use treatment utilization in 2020, emphasizing populations with high vulnerability (e.g., criminal justice involvement (CJI) through parole or probation, polysubstance use, severe mental illness, and HIV/STI). Substance use treatment was broadly defined (any inpatient, outpatient/doctor's office, self-help/other for alcohol/drugs). Our results indicated that among adults with SUDs in 2020, 7 million (20%) had multiple SUDs, 1.75 million (5%) had CJI, 5.3 million (15%) had a severe mental illness, and 1.8 million (5%) had a diagnosis of HIV/STI in the last year. Only 7% of individuals with SUD sought any substance use treatment in the past year. CJI (aOR: 13.39, 95% CI: [7.82, 22.94]), serious mental illness (aOR: 3.27, 95% CI: [1.93, 5.55]), and having both 2 (aOR: 2.10, 95% CI: [1.29, 3.42]) or 3 or more SUDs (aOR: 3.46, 95% CI: [1.82, 6.58]) were all associated with a greater likelihood of receiving treatment. Marriage (aOR: 0.43, 95% CI: [0.25, 0.74]) and having an income twice the poverty threshold (aOR: 0.53, 95% CI: [0.29, 0.94]) were associated with reduced odds of receiving any substance use treatment. Compared to those 18 to 25, older individuals had increased odds (2-4 times) of receiving treatment. Interventions are crucially needed to increase access to treatment among those with SUDs.

Comparing Behavioral Health Outcomes and Treatment Utilization of Those With and Without Justice Involvement Within the Past Year Among American Indian and Alaska Native Adults.

Similar to other populations, worse health, increased emergency healthcare utilization, and heightened substance misuse are correlated with higher justice involvement among American Indian/Alaska Native (AI/AN) populations. The historical context and resulting contemporary injustices for AI/AN populations have directly contributed to higher rates of these health and behavioral health conditions among this population. As a result, AI/AN individuals have disproportionate rates of incarceration in the USA, with young AI/AN males having the highest odds of incarceration when compared to any other group. American Indian and Alaska Native populations are overrepresented in the criminal justice system across different touchpoints. However, there remains a scarcity of data and research on AI/AN peoples' involvement with the justice system, and what their lives look like prior to, during, and after justice involvement. The current study addresses this gap in the literature by exploring rates of substance use and mental health diagnoses and treatment utilization among justice-involved and non-justice-involved AI/AN samples. Further, we examined correlates associated with past-year service utilization. Data from the 2015-2019 National Survey on Drug Use and Health (N = 214,505 adults aged 18+) was used. For this study, we examined a subsample of 3068 AI/AN adults. Quantitative data analyses using STATA 16 were run to test for differences on service utilization, mental health status, and substance misuse between AI/AN non-justice-involved and justice-involved samples. Among adults in the sample, 446 (15%) reported justice involvement in the past year. Justice-involved AI/AN individuals were significantly more likely to use the emergency department, utilize mental health treatment, and access substance use treatment in the past year. Additionally, justice-involved AI/AN individuals reported significantly higher rates of mental illness and past-year substance use disorder. In regression models, justice involvement was significantly associated with past-year substance use treatment and past-year mental health treatment. The findings from this work highlight the differences among substance use, mental illness, and treatment utilization between justice-involved and non-justice-involved AI/AN individuals. Findings suggest that justice-involved individuals fair worse in all areas and argue for the consideration of interventions that incorporate both culturally sensitive and justice-responsive models to improve the behavioral health outcomes of these populations. Lastly, while justice-involved AI/AN populations utilize treatment services at higher and disproportionate levels, there is reason to believe that there continues to be a mismatch of need and utilization and further exploration is warranted.

Factors Associated With Visual Impairment Among Adults With a History of Criminal Justice Involvement.

The purpose of this study was to investigate the prevalence of and factors associated with visual impairment among adults with a history of criminal justice involvement (CJI). This retrospective, cross-sectional study reviewed adult respondents from the 2015-2018 National Survey on Drug Use and Health. We analyzed sociodemographic and health characteristics to determine factors associated with visual impairment among adults with and without a history of CJI. In this national, population-based study, we found similar rates of visual impairment among adults with and without CJI (5.7% vs. 4.2%, p < .001). However, adults with CJI were more likely to report visual impairment at a younger age. Among adults with CJI, visual impairment was associated with female sex, older age, Black/African American race, less education, lower income, and chronic health conditions (including diabetes, heart disease, respiratory illness, mental health symptoms, and hearing impairment). CJI in the past year (probation [adjusted odds ratio, AOR, 0.70; 95% confidence interval, CI, 0.53-0.93]; one arrest [AOR, 1.47; 95% CI, 1.14-1.89]; two or more arrests [AOR, 1.73; 95% CI, 1.29-2.33]) was uniquely associated with visual impairment among adults with a CJI history (p < .05 for all relationships). Research, screening, and treatment for visual impairment should include those with justice involvement to improve health equity.

Structural-Level Racial-, Sexual Orientation-, and HIV-Related Discrimination and Subsequent Criminal Justice Involvement Among Young, Black, Men Who Have Sex With Men in North Carolina.

Multiple aspects of Black young men who have sex with men's (YMSM) identities cause them to be differentially targeted for arrest and incarceration. However, limited research has explored structural drivers of Black YMSM' criminal justice involvement, particularly co-occurring forms of discrimination. This article examines the temporal relationship between perceived racial discrimination, perceived sexual orientation discrimination, and community-level HIV discrimination and criminal justice involvement among Black YMSM in North Carolina. The study followed 465 Black YMSM from November 2013 to October 2016 who were recruited for a randomized controlled trial to test an internet-based intervention for Black YMSM living with, and at risk for HIV; participants completed online surveys at baseline, 3, 6, and 12 months. Logistic regression was used to explore the relationship between the three predictors at baseline (i.e., perceived racism and sexual orientation discrimination and community-level HIV discrimination) and criminal justice involvement at follow-up. All three predictor variables were significantly associated with subsequent criminal justice involvement in separate regression models that adjusted for other covariates: HIV discrimination (aOR = 1.06 [1.01-1.11]), perceived sexual orientation discrimination (aOR = 1.12 [1.00-1.27]), and perceived racism (aOR = 1.26 [1.12-1.42]). Perceived racism remained significant in the model with all three predictors (aOR = 1.29 [1.07-1.55]). Racism did not modify the relationship between HIV discrimination and perceived sexual orientation discrimination and criminal justice involvement. This study expands existing research by exploring racism as a structural driver of criminal justice involvement; we subsequently examined whether racism modified the effect of the two other predictors. It also contributes to research on co-occurring discrimination by examining their impact on an underrepresented population.

Treating Trauma in Criminal Justice-Involved with SMI: "Trauma Is a Huge Part of It".

Individuals with serious mental illness are both disproportionately represented in the criminal justice system and more likely to experience correlates with offending (e.g., trauma, substance abuse, and homelessness). Moreover, research using the Adverse Childhood Experiences has found strong correlation between childhood trauma and later negative outcomes, including criminal justice involvement. Despite this, research has yet to examine how trauma can influence treatment decisions for criminal justice-involved individuals with SMI. Using a qualitative approach and in-depth semi-structured interviews with 61 community mental health service providers, the current study addresses this gap in the literature. Findings confirm the high prevalence of trauma in this population as well as suggests a number of key findings for this population including (1) how trauma affects treatment decisions, (2) the existing barriers related to the treatment of trauma, and (3) what service providers need to effectively treat trauma. Implications for policy and practice are extensive.

Crisis Response Model Preferences of Mental Health Care Clients With Prior Misdemeanor Arrests and of Their Family and Friends.

The overrepresentation of people with serious mental illnesses in the criminal legal system has spurred the development of crisis response models to improve or reduce police response to a mental health crisis. However, limited research has explored preferences for crisis response, and no research in the United States has examined the responses desired by mental health care clients or their family members. This study aimed to understand the experiences of people with serious mental illnesses interacting with police and to learn about their preferences for crisis response models. The authors interviewed 50 clients with serious mental illnesses and a history of arrest who were enrolled in a randomized controlled trial of a police-mental health linkage system, as well as 18 of their family members and friends. Data were coded with deductive and inductive approaches and were grouped into larger themes. Clients and family or friends described needing a calm environment and empathy during a crisis. They selected a nonpolice response as their first choice and response from a crisis intervention team as their last choice among four options, highlighting the importance of trained responders and past negative interactions with police. However, they also noted concerns about safety and the shortcomings of a nonpolice response. These findings build understanding about clients' and family members' preferences for crisis response and highlight concerns that are relevant for policy makers.

Association Between Lifetime Criminal Justice Involvement and Substance Use Disorders in U.S. Adults with Diabetes.

Background: Criminal justice involvement (CJI) is a social risk in adults with both diabetes and substance use, however, the relationship between CJI, diabetes, and substance use disorders is not well studied. Methods: Data from a nationally representative sample of U.S. adults with diabetes from the National Survey of Drug Use and Health (2015-2018) were used to establish the prevalence of the following substance use disorders: alcohol, opioid, cannabis, cocaine, and methamphetamine, or a composite variable for any substance use disorder. Multiple logistic regression was used to test the association between CJI and each substance use disorder in adults with diabetes controlling for relevant covariates. Results: Of 11,594 respondents representing 25,834,422 U.S. adults with diabetes, 17.1% reported prior CJI. Prevalence of substance use disorders was significantly higher in individuals with CJI compared to those without CJI (alcohol: 8.3 vs. 2.2; opioid: 2.1 vs. 0.4; cannabis: 1.4 vs. 0.2; cocaine: 1.2 vs. 0.1; methamphetamine: 1.2 vs. 0.1; any substance: 11.86 vs. 2.78; p<0.001 for all). In fully adjusted models, odds of substance use disorders were significantly higher in individuals with CJI (alcohol: odds ratio [OR] 2.76, 95% confidence interval [CI]: 2.01-3.82; opioid: OR 5.08, 95% CI: 2.25-11.47; cannabis: OR 5.05, 95% CI: 2.60-9.81; cocaine: OR 23.62, 95% CI: 5.59-99.82; methamphetamine: OR 40.66, 95% CI: 13.23-124.95; any substance: OR 7.19, 95% CI: 4.47-11.56). Conclusion: In adults with diabetes, prevalence of substance use disorder is high among those with CJI. Interventions that target substance use disorders are needed in this population.

Criminal Justice Involvement after Release from Prison following Exposure to Community Mental Health Services among People Who Use Illicit Drugs and Have Mental Illness: a Systematic Review.

Illicit drug use and mental illness are common among people in prison and are associated with higher rates of reoffending and reimprisonment. We conducted a systematic review, searching MEDLINE, Embase, and PsycINFO to January 10, 2022, for studies reporting criminal justice involvement following exposure to community mental health services among people released from jail or prison who use illicit drugs and have mental illness. Our search identified 6954 studies; 13 were eligible for inclusion in this review. Studies were separated into three broad categories based on community mental health service type. Eleven of 13 studies reported a reduction in criminal justice involvement among participants exposed to community mental health services compared to a comparison group. Findings indicate a need to expand and improve integration and referral mechanisms linking people to community mental health services after jail or prison release, alongside a need for tailored programs for individuals with complex illicit drug use and mental health morbidities.

Association Between Social Adaptability Index Score and Lifetime Criminal Legal Involvement in U.S. Adults.

Background: Exposure to the criminal legal system is associated with negative health outcomes and profound socioeconomic health disparities. The social adaptability index (SAI) is a validated composite scale based on five indicators of socioeconomic status; a higher score predicts better health outcomes. However, little is known about the relationship between cumulative social risk factors as measured by the SAI and lifetime criminal legal involvement (CLI). Methods: Using a cross-sectional, nationally representative sample of U.S. adults, we calculated SAI score by lifetime CLI status, and used logistic regression with predictive margins to calculate risk of lifetime CLI by SAI quartile adjusting for demographic and clinical covariates. Results: A total of 213,678 participants were included, among whom 16.8% reported lifetime CLI. Mean SAI score was lower among those with lifetime CLI compared with those without (7.77, 95% confidence interval [CI]: 7.72-7.83 vs. 8.52, 95% CI: 8.50-8.55). There was a linear association between SAI quartile and predicted probability of lifetime CLI: first quartile: 23.9% (95% CI: 23.0-24.7); second quartile: 19.2% (95% CI: 18.6-19.8); third quartile: 17.5% (95% CI: 16.9-18.1); and fourth quartile: 12.5% (95% CI: 12.1-13.0). Conclusion: The SAI score is associated in a reverse linear manner with lifetime risk of CLI, suggesting that to successfully improve health outcomes among those with CLI, interventions may need to target multiple SAI components simultaneously. Interventions that successfully position individuals to achieve higher social adaptability by targeting multiple factors may reduce the health-harming effects of exposure to the criminal legal system.

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

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

Individual and Combined Effect of Diabetes and Lifetime Criminal Justice Involvement on Healthcare Utilization in US Adults, 2015-2019.

BACKGROUND: Diabetes and criminal justice involvement (CJI) are both associated with poor health outcomes and increased healthcare utilization. However, little is known about the additive effects of these risk factors when combined. This study examined the individual and combined effects of diabetes and CJI on healthcare utilization. METHODS: Data from the National Survey of Drug Use and Health (2015-2019) was used to create a cross-sectional, nationally representative sample of US adults with diabetes, CJI, combination of both, or neither. Negative binomial regression was used to test the association between those with CJI and diabetes (compared to diabetes alone) and three utilization types (outpatient, ED, and inpatient) controlling for relevant sociodemographic and clinical covariates. RESULTS: Of 212,079 respondents, representing 268,893,642 US adults, 8.8% report having diabetes alone, 15.2% report having CJI alone, and 1.8 % report both diabetes and lifetime CJI. After adjustment, those with diabetes and CJI had increased acute care utilization compared to those with diabetes alone (ED visits: IRR 1.13; 95% CI 1.00-1.28; nights hospitalized: IRR 1.34; 95% CI 1.08-1.67). There was no difference in outpatient utilization between those with both diabetes and CJI compared to those with diabetes alone (IRR 1.04, 95% CI 0.99-1.10). CONCLUSION: Individuals with complex social and health risks such as diabetes and lifetime CJI experience increased acute healthcare utilization but no difference in outpatient utilization. Tailored interventions that target both diabetes and CJI are needed to reduce unnecessary utilization in this population.

Perceptions and experiences toward extended-release buprenorphine among persons leaving jail with opioid use disorders before and during COVID-19: an in-depth qualitative study.

BACKGROUND: Extended-release buprenorphine (XRB) offers a novel approach to sustained monthly treatment for people who use opioids in criminal justice settings (CJS). This study explores the experiences of adults receiving XRB as a jail-to-community treatment. METHODS AND FINDINGS: In-depth qualitative interviews were conducted among adult participants with opioid use disorder (OUD; n = 16) who were recently released from NYC jails and maintained on XRB after switching from daily sublingual buprenorphine (SLB). Interviews elaborated on the acceptability and barriers and facilitators of XRB treatment pre- and post-release. Interviews were audio recorded, transcribed, and analyzed for content related to factors influencing XRB treatment uptake and community reentry. Important themes were grouped into systems, medication, and patient-level factors. Key systems-level factors influencing initiation of XRB in jail included an alternative to perceived stigmatization and privacy concerns associated with daily in-jail SLB administration and less concerns with buprenorphine diversion. In-jail peer networks positively influenced participant adoption of XRB. XRB satisfaction was attributed to reduced in-jail clinic and medication administration visits, perceived efficacy and blockade effects upon the use of heroin/fentanyl following release, and averting the risk of criminal activities to fund opioid use. Barriers to retention included post-injection withdrawal symptoms and cravings attributed to perceived suboptimal medication dosing, injection site pain, and lack of in-jail provider information about the medication. CONCLUSION: Participants were generally favorable to XRB initiation in jail and retention post-release. Further studies are needed to address factors influencing access to XRB in criminal justice settings, including stigma, ensuring patient privacy following initiation on XRB, and patient-, provider-, and correctional staff education pertaining to XRB. Trial Registration ClinicalTrials.gov Identified: NCT03604159.

Association between mental health outcomes and lifetime criminal justice involvement in U.S. adults with diabetes.

BACKGROUND: Diabetes is a leading cause of death in the United States, and comorbid mental illness is associated with worse diabetes outcomes. Those with criminal justice involvement (CJI) have high rates of mental illness and diabetes prevalence. However, little is known about the relationship between CJI and mental illness among those with diabetes. METHODS: Using a nationally representative sample of U.S. adults with diabetes from the National Survey of Drug Use and Health (2015-2018), we investigated the relationship between CJI and mental health outcomes (depression, serious psychologic distress, serious mental illness, moderate mental illness, any mental illness, functional status). Multiple linear and logistic regression models were used to assess the relationship between CJI and each mental health outcome adjusting for multiple socio-demographic and comorbidity variables. RESULTS: Of 11,594 respondents, representing 25,834,422 adults with diabetes, 17.1% reported prior CJI. In fully adjusted models, CJI was independently associated with all mental health outcomes: depression (aOR 1.80, 95% CI: 1.41, 2.30), serious psychologic distress (aOR 1.53, 95% CI: 1.23, 1.90), serious mental illness (aOR 2.00, 95% CI: 1.58, 2.52), moderate mental illness (aOR 1.72, 95% CI 1.30, 2.26), any mental illness (aOR 1.92, 95% CI: 1.56, 2.35) and functional status (regression coefficient 3.6, 95% CI: 3.53, 3.79). CONCLUSION: Those with diabetes and criminal justice involvement experience concentrated risk for poor mental health outcomes. Our findings suggest that mental health interventions may be imperative to achieving control of diabetes in the justice-involved population.

Benefits and Drawbacks of Police Integration Into Assertive Community Treatment Teams.

OBJECTIVE: Assertive community treatment (ACT) teams provide outreach services to individuals coping with severe mental illness. Because such individuals are at increased risk for involvement with law enforcement, a model that integrates police officers into ACT teams (ACT-PI) was developed for ACT teams serving clients with or without forensic involvement. The goal of this study, conducted in British Columbia, was to evaluate the benefits and drawbacks of the ACT-PI model. METHODS: Qualitative semistructured interviews were conducted with 21 ACT-PI clients (in 2017) and 22 ACT-PI staff (in 2018). Thematic analyses identified key themes related to the benefits and drawbacks of officer integration into the ACT-PI model. RESULTS: Perceived benefits of police integration were opportunities for relationship building between officers and clients, improved safety, more holistic care due to embeddedness (i.e., effective interagency collaboration between police and health care providers), the prevention of future problems, and police officers' authority enhancing compliance. Perceived drawbacks included risk for legal consequences, stigma from police interaction, escalating distress of clients, low officer availability, and the risk for changing the nature of ACT teams. CONCLUSIONS: Participants reported that the model of officer integration into ACT-PI teams may improve both client and staff well-being. In some communities, and with certain precautions, ACT-PI may be a viable model for ACT teams serving clients with and clients without a history of forensic involvement.

Social Network Characteristics among Racial/Ethnic Minority Young Adult Males with Prior Criminal Justice System Involvement.

Research examining social networks and delinquency risk rarely focuses on the unique period of young adulthood. Young adults who have been involved in the criminal justice system (CJS) may associate with high-risk peers or be less central in their social networks, especially in urban, low-resourced contexts. We used social network analysis to examine prior CJS involvement with network composition and centrality among racial/ethnic minority young adult males (n=119). Participants with CJS involvement were highly connected to each other and had high-risk peers, but were no more or less central in their networks. Understanding delinquency risks for racial/ethnic minority young adult males identifies prevention and intervention targets during the transition to adulthood.

A Dyadic Analysis of Criminal Justice Involvement and Sexual HIV Risk Behaviors Among Drug-Involved Men in Community Corrections and Their Intimate Partners in New York City: Implications for Prevention, Treatment and Policies.

People in community corrections have rates of HIV and sexual risk behaviors that are much higher than the general population. Prior literature suggests that criminal justice involvement is associated with increased sexual risk behaviors, yet these studies focus on incarceration and use one-sided study designs that only collect data from one partner. To address gaps in the literature, this study used the Actor Partner-Interdependence Model with Structural Equation Modeling (SEM), to perform a dyadic analysis estimating individual (actor-only) partner-only, and dyadic patterns (actor-partner) of criminal justice involvement and greater sexual risks in a sample of 227 men on probation and their intimate partners in New York City, United States. Standard errors were bootstrapped with 10,000 replications to reduce bias in the significance tests. Goodness of fit indices suggested adequate or better model fit for all the models. Significant actor-only relationships included associations between exposures to arrest, misdemeanor convictions, time spent in jail or prison, felony convictions, lifetime number of incarceration events, prior conviction for disorderly conduct and increased sexual risk behaviors. Partner only effects included significant associations between male partners conviction for a violent crime and their female partners' sexual risk behaviors. Men's encounters with police and number of prior misdemeanors were associated with their own and intimate partners' sexual risk behaviors. Women's prior arrest was associated with their own and intimate partners' sexual risk behaviors. The results from the present study suggest that men on probation and their intimate partners' criminal justice involvement are associated with increased engagement in sexual risk behaviors. It is necessary to conduct greater research into developing dyadic sexual risk reduction and HIV/STI prevention interventions for people who are involved in the criminal justice system.

Criminal justice system involvement and food insufficiency: findings from the 2018 New York City Community Health Survey.

PURPOSE: To assess whether personal and family history of criminal justice (CRJ) involvement is related to food insufficiency. METHODS: Data are from the 2018 New York City Community Health Survey (n = 9580). Cross-sectional multinomial logistic regression was used to analyze the association between CRJ involvement and food insufficiency. RESULTS: Personal (relative risk ratio= 2.019, 95% confidence interval = 1.363, 2.994) and family history (relative risk ratios = 1.447, 95% confidence interval = 1.014, 2.066) of CRJ involvement is associated with a higher likelihood of experiencing moderate-to-severe food insufficiency, net of covariate for demographic and socioeconomic characteristics. CONCLUSION: Developing interventions such as expanding access to nutrition assistance programs for criminal justice involved populations may yield benefits for alleviating food insufficiency and promoting greater health equity.

Treating Opioid Use Disorder and Related Infectious Diseases in the Criminal Justice System.

This article provides an overview of the diagnosis and management of opioid use disorder and its infectious complications among populations with criminal justice involvement. Opioid use disorder and chronic infections such as human immunodeficiency virus and hepatitis C virus are highly prevalent among incarcerated individuals and some of the unique features of correctional facilities present challenges for their appropriate medical management. We outline evidence-based strategies for integrated, patient-centered treatment during incarceration and the potentially hazardous transition back to the community upon release.

Psycho-Social Correlates of Opioid Use Disorder among the US Adult Population: Evidence from the National Survey on Drug Use and Health, 2015-2018.

BACKGROUND: The United States (US) has experienced an opioid epidemic over the last two decades. Drug overdose deaths increased by 21% from 2015 to 2016, with two-thirds of these deaths attributed to opioid use disorder (OUD). This study assessed the psycho-social correlates associated with OUD over 2015-2018 in the US. Methods: This study used data collected from 171,766 (weighted = 245,838,163) eligible non-institutionalized US adults in the pooled National Survey on Drug Use and Health from 2015-2018. Survey-weighted descriptive, bivariate, and multivariable analyses were performed to assess the psycho-social correlates of OUD. Results: About 0.85% of the respondents reported having OUD in the past year. About one-quarter (26.3%), one-sixth (14.8%), and half (47.3%) of the respondents with OUD reported alcohol, marijuana, and nicotine dependence, respectively. One-sixth (16.7%) had a criminal justice involvement history, and almost one-third (30.8%) experienced a major depressive episode (MDE) in the past year. In multivariable analysis, ≤64 years, White race, male gender, lower educational attainment, unemployment, large metro area residence, history of alcohol, marijuana, nicotine use disorder, history of criminal justice involvement, and MDE in previous year were associated with higher odds of OUD. In contrast, being married, non-Hispanic African American, non-Hispanic Other, and Hispanic ethnicity, good physical health, private health insurance, and higher risk perception about addictive substance use were associated with lower odds of OUD. Conclusions: OUD is more prevalent among certain sociodemographic groups in the US. Targeted interventions focusing on young, White, unmarried, male, and uninsured/Medicaid/Medicare populations should be implemented to reduce the OUD.

Socio-Structural and Neighborhood Predictors of Incident Criminal Justice Involvement in a Population-Based Cohort of Young Black MSM and Transgender Women.

Black men who have sex with men (MSM) and transgender women are disproportionately affected by criminal justice involvement (CJI) and HIV. This study recruited 618 young Black MSM and transgender women in Chicago, IL, using respondent-driven sampling between 2013 and 2014. Random effects logistic regression evaluated predictors of incident CJI over 18 months of follow-up. Controlling for respondent age, gender and sexual identity, spirituality (aOR 0.56, 95% CI 0.33-0.96), and presence of a mother figure (aOR 0.41, 95% CI 0.19-0.89) were protective against CJI. Economic hardship (financial or residential instability vs. neither aOR 2.23, 95% CI 1.10-4.51), two or more past episodes of CJI vs. none (aOR 2.66, 95% CI 1.40-5.66), and substance use (marijuana use vs. none aOR 2.79, 95% CI 1.23-6.34; other drug use vs. none aOR 4.49, 95% CI 1.66-12.16) were associated with CJI during follow-up. Research to identify and leverage resilience factors that can buffer the effects of socioeconomic marginalization may increase the effectiveness of interventions to address the socio-structural factors that increase the risk for CJI among Black MSM and transgender women. Given the intersection of incarceration, HIV and other STIs, and socio-structural stressors, criminal justice settings are important venues for interventions to reduce health inequities in these populations.