Race/ethnicity and quality indicators for outpatient treatment for substance use disorders

Experience of Family Members of Relatives With Substance Use Disorders: An Integrative Literature Review

Background: Substance use disorders (SUDs) present substantial challenges for family members living with or supporting relatives with SUDs. This review explores existing literature on family members' experiences with relatives with SUDs and their support needs. Method: An integrative review was conducted by searching literature in the Cumulative Index of Nursing and Allied Health, PubMed, PsycINFO, ProQuest, and Scopus databases. Results: Five themes were generated based on analysis of 26 empirical studies: (a) family members' and caregivers' experiences of SUDs; (b) impact of SUDs-related aggressive/violent behaviors on families; (c) dilemmas faced by family members; (d) culture and family stigma related to SUDs; and (e) factors contributing to SUDs, challenges, and support needs. The review highlighted barriers to seeking support due to stigma and guilt, underscoring the need for structured support programs. Conclusions: This review sheds light on the challenges faced by family members with relatives suffering from SUDs and emphasizes the crucial need for structured support programs. The findings provide insights for developing initiatives to address the social and trauma-induced needs of family members and to establish support resources for them.

Critical Dialogue and Capacity-Building Projects Reduced Alcohol and Substance Use in a Randomized Clinical Trial Among Formerly Incarcerated Men

Background: Rates of alcohol and/or substance use (ASU) among residents of predominantly Black and marginalized communities are similar to ASU rates in White communities. Yet ASU has worse consequences in predominantly Black and marginalized communities (e.g., higher incarceration). Objective: We randomized participants to one of 16 intervention conditions using a 24 full factorial design to optimize a multilevel intervention reducing ASU among 602 formerly incarcerated men with substance-use-disorders (SUD). Candidate intervention components included (1) critical dialogue (CD; six weekly 2-hour-long group sessions vs. no CD sessions), (2) Quality of Life Wheel (QLW; six weekly 1-hour-long group sessions vs. no QLW sessions), (3) capacity building projects (CBP; six weekly 1-hour-long group sessions vs. no CBP sessions), and (4) delivery by a trained peer versus licensed facilitators. Outcome was percentage of days in which participants used alcohol, cocaine, opioid, and/or cannabis in previous 30 days. Results: Intent-to-treat analysis did not meet a priori component selection criteria due to low intervention attendance. After controlling for intervention group attendance (percentage of sessions attended), peer-delivered CD and CBP produced statistically and clinically significant main and interaction effects in ASU over 5 months. Per the multiphase optimization strategy framework, we selected peer-delivered CD and CBP for inclusion as the optimized version of the intervention with a cost of US$1,380 per 10 individuals. No adverse intervention effects occurred. Conclusion: CD and CBP were identified as the only potentially effective intervention components. Future research will examine strategies to improve attendance and test the optimized intervention against standard of care in a randomized-controlled-trial.

Identifying the Heterogeneity in the Association between Workforce Diversity and Retention in Opioid Treatment among Black clients

Background

This study investigates the impact of workforce diversity, specifically staff identified as Black/African American, on retention in opioid use disorder (OUD) treatment, aiming to enhance patient outcomes. Employing a novel machine learning technique known as 'causal forest,' we explore heterogeneous treatment effects on retention.

Methods

We relied on four waves of the National Drug Abuse Treatment System Survey (NDATSS), a nationally representative longitudinal dataset of treatment programs. We analyzed OUD program data from the years 2000, 2005, 2014 and 2017 (n = 627). Employing the 'causal forest' method, we analyzed the heterogeneity in the relationship between workforce diversity and retention in OUD treatment. Interviews with program directors and clinical supervisors provided the data for this study.

Results

The results reveal diversity-related variations in the association with retention across 61 out of 627 OUD treatment programs (less than 10%). These programs, associated with positive impacts of workforce diversity, were more likely private-for-profit, newer, had lower percentages of Black and Latino clients, lower staff-to-client ratios, higher proportions of staff with graduate degrees, and lower percentages of unemployed clients.

Conclusions

While workforce diversity is crucial, our findings underscore that it alone is insufficient for improving retention in addiction health services research. Programs with characteristics typically linked to positive outcomes are better positioned to maximize the benefits of a diverse workforce in client retention. This research has implications for policy and program design, guiding decisions on resource allocation and workforce diversity to enhance retention rates among Black clients with OUDs.

Adverse childhood experiences are associated with increased overdose risk in predominately Latinx adults seeking treatment for substance use disorders

Introduction

Almost no previous studies explored the relationship between adverse childhood experiences (ACEs) and overdose risk for individuals with substance use disorders (SUDs), and these did not focus on a Latinx population. This study examined the relationship between ACEs, reporting PTSD symptoms, and lifetime experience of overdose in a sample (n = 149) of primarily Latinx adults seeking treatment for substance use disorder (SUD).

Materials and methods

Administrative data from an integrated behavioral health and primary care treatment system in Massachusetts were analyzed through bivariate analyses and multiple logistic regression. The final model examined the association between self-reported ACEs, PTSD screen, and lifetime drug overdose. We controlled for demographic characteristics and heroin use and explored alternative measure specifications.

Results

ACEs scores were high with 58% having experienced 4+ ACEs. Female gender was associated with a 24% higher ACE score than male gender (p < 0.01). In the multiple logistic model each additional ACE was associated with 1.3 times greater odds of overdose (p < 0.01). Those reporting heroin use had 8.8 times greater odds of reporting overdose compared to those reporting no heroin use (p < 0.001). Gender, age, Puerto Rican ethnicity, years of cocaine use, receiving public assistance income, and a positive initial PTSD screen were not significant. Findings were robust in sensitivity testing.

Discussion and conclusion

We found the number of ACEs and reported heroin use significantly and positively associated with self-report of overdose in both bivariate and multiple logistic regression analyses. In contrast, a positive initial screen for PTSD was only significantly associated with overdose in the bivariate analysis. Increased screening for ACEs is warranted and ACE-specific treatment is suggested for SUD treatment programs offering trauma-informed services for adults.

Social Factors Predict Treatment Engagement in Veterans with PTSD or SUD

Veterans with PTSD and SUDs often fail to initiate, or prematurely discontinue, mental health treatment in Veteran Affairs Medical Centers (VAMC). While much is known about clinical characteristics and demographic factors impacting treatment engagement in this population, less is known about the role of social factors. This retrospective study examines primary care-based screening assessment and specialty mental healthcare appointment data in a VAMC, to test whether social factors predict treatment initiation and appointment attendance. Findings reveal veterans were more likely to initiate treatment when (a) those with SUDs (n = 235) reported more frequent negative exchanges with others and (b) those with PTSD (n = 2107) reported more perceived support or being partnered. Those with PTSD who were partnered had higher appointment attendance rates. Findings suggest social factors are relevant to treatment initiation among veterans with PTSD and SUDs and that close others may be helpful in facilitating referrals.

Racial/Ethnic Disparities in Substance Use Treatment in Medicaid Managed Care in New York City: The Role of Plan and Geography

OBJECTIVE

The aim was to assess the magnitude of health care disparities in treatment for substance use disorder (SUD) and the role of health plan membership and place of residence in observed disparities in Medicaid Managed Care (MMC) plans in New York City (NYC).

DATA SOURCE

Medicaid claims and managed care plan enrollment files for 2015-2017 in NYC.

RESEARCH DESIGN

We studied Medicaid enrollees with a SUD diagnosis during their first 6 months of enrollment in a managed care plan in 2015-2017. A series of linear regression models quantified service disparities across race/ethnicity for 5 outcome indicators: treatment engagement, receipt of psychosocial treatment, follow-up after withdrawal, rapid readmission, and treatment continuation. We assessed the degree to which plan membership and place of residence contributed to observed disparities.

RESULTS

We found disparities in access to treatment but the magnitude of the disparities in most cases was small. Plan membership and geography of residence explained little of the observed disparities. One exception is geography of residence among Asian Americans, which appears to mediate disparities for 2 of our 5 outcome measures.

CONCLUSIONS

Reallocating enrollees among MMC plans in NYC or evolving trends in group place of residence are unlikely to reduce disparities in treatment for SUD. System-wide reforms are needed to mitigate disparities.

Patient and System Characteristics Associated with Performance on the HEDIS Measures of Alcohol and Other Drug Treatment Initiation and Engagement

OBJECTIVES

Understand patient and system characteristics associated with performance on the Healthcare Effectiveness Data and Information Set (HEDIS) Alcohol and Other Drug (AOD) Initiation and Engagement of Treatment (IET) measures.

METHODS

This mixed-methods study linked patient and health system data from four Kaiser Permanente regions to HEDIS performance measure data for 44,320 commercially or Medicare-insured adults with HEDIS-eligible AOD diagnoses in 2012. Characteristics associated with IET were examined using multilevel logistic regression models. Key informant interviews (n = 18) focused on opportunities to improve initiation and engagement.

RESULTS

Non-white race/ethnicity, alcohol abuse, or nonopioid drug abuse diagnoses were associated with lower odds of treatment initiation among commercially insured. For both insurance groups, those diagnosed in healthcare departments other than specialty AOD treatment were less likely to initiate or engage in treatment. Being diagnosed in facilities with co-located AOD/primary care clinics, and those with medications for addiction treatment available, was each associated with higher odds of initiation and engagement for both commercially and Medicare-insured. Having behavioral medicine specialists or clinical health educators in primary care increased initiation and engagement odds among commercially insured. Key informants recommended were as follows: patient-centered care; increased treatment choices; cross-departmental patient identification, engagement, and coordination; provider education; and use of informatics/technology.

CONCLUSIONS

Tailoring treatment, enhancing treatment motivation among individuals with lower severity diagnoses, offering medication treatment of addiction, clinician education, care coordination, co-located AOD and primary care departments, and behavioral medicine specialists in primary care may improve rates of initiation and engagement in AOD treatment.

Racial And Ethnic Differences In The Attainment Of Behavioral Health Quality Measures In Medicare Advantage Plans

As the Medicare population becomes more diverse and its demand for behavioral health care grows, a better understanding of racial/ethnic disparities in the quality of behavioral health care is crucial. Medicare Advantage (MA) plans are accountable through the public reporting of quality performance on measures, including the Healthcare Effectiveness Data and Information Set (HEDIS). We examined HEDIS data on eight MA behavioral health care quality measures, using mixed-effects logistic regressions to distinguish racial/ethnic differences within and between MA health plans. We found that performance differed across racial/ethnic groups by more than 10 percentage points on most quality measures. Significant within-plan disparities were found in twenty of twenty-four comparisons of racial/ethnic minority groups with whites. Within-plan disparities varied widely across plans, with performance being equivalent across racial/ethnic groups in some plans and widely divergent in others. Unlike other types of medical care, in behavioral health within-plan quality disparities are prominent in MA plans, which suggests a role for stratified reporting by racial/ethnic group.

How long does it take to complete outpatient substance use disorder treatment? Disparities among Blacks, Hispanics, and Whites in the US

This research investigates racial and ethnic disparities in outpatient substance use disorder treatment completion and duration in treatment, for different substances, across the US, using the national 2014 Treatment Episode Dataset-Discharge (TEDS-D) data set. Moderated fixed effects logistic regression models assessed effects of race/ethnicity on length of stay in treatment and treatment completion for different substances of use. Moderated models also assessed the differential effect of length of stay on treatment completion among Blacks, Hispanics, and Whites. While Blacks and Hispanics both have significantly lower treatment completion rates than Whites, treatment duration is substantially similar across the three groups. Blacks and Hispanics generally take longer to complete treatment than Whites, though this varies by substance for Hispanics. Disparities in treatment completion persist even after controlling for treatment duration. These results indicate that observed racial and ethnic disparities in treatment completion are not due to differences in length of stay in treatment. Economic, cultural, accessibility, or, potentially, discriminatory, factors may suppress the likelihood of treatment completion for minorities and result in longer treatment durations required for completion. Recognition by treatment providers of the unique challenges to treatment completion faced by minorities may enhance treatment outcomes for minorities in the US.

Marijuana Use and Depressive Symptoms; Gender Differences in African American Adolescents

Introduction: This study aimed to examine gender differences in the bidirectional associations between marijuana use and depressive symptoms among African American adolescents. The study also tested gender differences in the effects of socioeconomic status, maternal support, and friends' drug use on adolescents' depressive symptoms and marijuana use. Methods: This is a secondary analysis of the Flint Adolescent Study (FAS). Six hundred and eighty one African American adolescents (335 males and 346 females) were followed for 3 years, from 1995 (mean age 16) to 1997 (mean age 19). Depressive symptoms (Brief Symptom Inventory) and marijuana use were measured annually during the follow up. We used multi-group latent growth curve modeling to explore the reciprocal associations between depressive symptoms and marijuana use over time based on gender. Results: Baseline marijuana use was predictive of an increase in depressive symptoms over time among male but not female African American adolescents. Baseline depressive symptoms were not predictive of an increase in marijuana use among male or female adolescents. Conclusion: Study findings suggest that male African American adolescents who use marijuana are at an increased risk of subsequent depressive symptoms. Interventions that combine screening and treatment for marijuana use and depression may be indicated for African American male adolescents.

Differences in tobacco use prevalence, behaviors, and cessation services by race/ethnicity: A survey of persons in addiction treatment

BACKGROUND

Disparities in tobacco use prevalence, behaviors, and services have been identified among people of different racial and ethnic groups in the United States general population. Persons in addiction treatment have among the highest smoking prevalence of any population. However, little is known about racial and ethnic disparities in tobacco use prevalence, behaviors, and services among persons in addiction treatment.

METHODS

Survey data were used from 1840 clients from 24 addiction treatment programs from the NIDA Clinical Trials Network. Multivariate regression analyses were conducted to assess associations between race/ethnicity (White, African American, Hispanic) and patterns of tobacco and other tobacco product use, as well as quitting behaviors and receipt of tobacco cessation services among current smokers (n = 1425) while in treatment.

RESULTS

There was no difference in cigarette smoking prevalence across racial/ethnic groups. In the multivariate models, Hispanics and African Americans, compared to Whites, were less likely to be daily smokers, use smokeless tobacco, or use e-cigarettes. African Americans and Hispanics reported more past-year quit attempts and higher use of menthol compared to Whites. Hispanics were more interested in quitting while in treatment than Whites. Contrary to expectations, African Americans reported receiving more tobacco cessation advice and services while in treatment than Whites.

CONCLUSIONS

Some findings reflected broader population patterns (e.g., tobacco use behaviors, other tobacco product use), while others did not (e.g., no difference in tobacco use prevalence by race/ethnicity). The reasons for greater receipt of cessation services among African Americans are unclear. Findings indicate the need for continued engagement of African Americans and Hispanics in cessation services while in addiction treatment, and for addressing heavier tobacco use and lack of interest in cessation during treatment among White clients.

A system-level study of initiation, engagement, and equity in outpatient substance use treatment

Understanding the nature of variations in the quality of substance use treatment is critical to ensuring equity in service delivery and maximizing treatment effectiveness. We used adapted versions of the US Healthcare Effectiveness Data and Information Set (HEDIS) treatment initiation and engagement measures to assess care quality in specialized outpatient services for substance use in Ontario, Canada. Using administrative data, we calculated rates of outpatient treatment initiation and engagement (N = 120,394 episodes) and investigated variation by client characteristics and treatment mandates. About half of clients who entered outpatient treatment met the criteria for initiation (i.e., had a second visit within 14 days) and 30% met the criteria for engagement (i.e., had another two visits within 30 days of initiation). The likelihood of treatment initiation and engagement was greater among older people, those with more education, those who were not mandated to enter treatment, and those with greater substance use at admission. People who entered treatment for cannabis were less likely to engage. Engagement was less likely among men than women, but gender differences were slight overall. This study demonstrates the feasibility of using adapted versions of two common measures to characterise care quality in substance use treatment services in the Canadian context. Overall, the magnitude of associations with client characteristics were quite small, suggesting that initiation and engagement were not overly localized to specific client subgroups. Findings suggest that the Ontario system has difficulty retaining clients who enter treatment and that most outpatient treatment involves care episodes of limited duration.

The Role of Familismo and Acculturation as Moderators of the Association Between Family Conflict and Substance Abuse on Latino Adult Males

The significant research gap on Latino adults who completed substance abuse treatment (SAT) impacts the provision of substance use prevention and treatment for this population. Given the need for culturally-appropriate SAT for Latinos, research that examines the role of cultural constructs and acculturation in relation to substance use behavior is warranted. The purpose of the present study is to test, based on the social control theory, a multiple moderation model using the PROCESS macro¹ to examine the moderating effect of Familismo on the association between history of family conflict and years of substance abuse on Latino males who completed SAT at different levels of acculturation (i.e., cultural orientation). Generational status (i.e., immigrant, U. S. born) and age are used as covariates. A total of 117 Latino male participants (M_age= 37, 54% non-U.S. born with a mean length of stay of 19 years in the U.S.) who completed SAT from facilities located in the metropolitan area of Chicago completed self-report measures. Results from the multiple moderation analysis showa significant three-way interaction (family conflict × Familismo × acculturation), indicating that participants with Latino and bicultural orientation who endorse average to high levels of Familismo have fewer years of substance abuse compared to those with U.S. mainstream culture orientation and low Familismo. Findings illustrate the need for SAT that assesses for family conflict and integrates cultural aspects to reduce substance use behavior on Latino males.

Psychosocial Factors Associated with Substance Abuse and Anxiety on Immigrant and U.S. Born Latinos

Latinos are exposed to adverse psychosocial factors that impact their health outcomes. Given the heterogeneity and rapid growth of this population, there is an urgent need to understand the mechanisms through which psychosocial factors impact substance abuse and anxiety between immigrant and U.S. born Latino adults. The present study employs a multi-group path analysis using Mplus 7.2 to examine generational differences in the paths between affiliation culture, years of formal education, contact with important people, and length of full-time employment to substance abuse and anxiety in immigrant and U.S. born Latino adults who completed substance abuse treatment. A total of 131 participants (Mage= 36.3, SD ± 10.5, 86.3% males, 48.1% non-U.S. born with a mean length of stay of 19 years in the U.S. (SD ± 13.71) in recovery from substance abuse completed self-report measures. Results from the multi-group path analysis suggest that being more affiliated to the U.S. culture is associated with substance abuse, whereas years of formal education and longer full-time employment is associated with reduced anxiety in the immigrant group. Conversely, frequent contact with important people and affiliation to the U.S. culture are associated with fewer years of substance abuse, whereas longer full-time employment is associated with substance abuse in the U.S. born group. Anxiety and substance abuse was correlated only in the U.S. born group. The implications of these findings are discussed.