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Montgomery BW, Aldridge A, Drawbridge D, Packer I, Vincent GM, Rodriguez-Monguio R. Healthcare expenditures for people with substance use disorders in drug courts compared to their peers in traditional courts. DRUG AND ALCOHOL DEPENDENCE REPORTS 2024; 12:100258. [PMID: 39156655 PMCID: PMC11327541 DOI: 10.1016/j.dadr.2024.100258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 06/25/2024] [Accepted: 07/10/2024] [Indexed: 08/20/2024]
Abstract
Individuals within the criminal justice system are at greater risk of substance use-related morbidity and mortality and have substantial healthcare needs. In this quasi-experimental study, we assessed utilization patterns of Massachusetts Medicaid Program (MassHealth) services and associated expenditures among drug court probationers compared to a propensity score-matched sample of traditional court probationers. Risk of reoffending, employment status, age, and living arrangement data were used to calculate propensity scores and match probationers between the two court types, producing a final sample of 271 in each court (N=542). Utilization of services and associated expenditures were analyzed using a two-part model to address the skewed distribution of the data and to control for residual differences after matching from the perspective of the payer (i.e., MassHealth). The largest categories of MassHealth spending were prescription pharmaceuticals, hospital inpatient visits, and physician visits. In the unadjusted analysis, drug court probationers exhibited greater MassHealth services utilization and expenditures than traditional court probationers. However, drug courts enrolled more females, more people at higher risk of reoffending, and more people with opioid use disorders. After controlling for differences between the two court types, the difference in MassHealth services utilization and associated expenditures did not reach statistical significance. Drug court probationers were more likely to engage with healthcare services but did not incur significantly greater expenditures than traditional court probationers after controlling for differences between the samples.
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Jones C, Ford BR, Shearer RD, Terplan M, Stewart K, Winkelman TNA. Perinatal substance use treatment and criminal legal system referral trends. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 166:209492. [PMID: 39151797 DOI: 10.1016/j.josat.2024.209492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 06/27/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
Abstract
INTRODUCTION To guide improvements in treatment for pregnant persons with substance use disorders within the criminal legal system, treatment programs must first determine the primary substances of concern for this population. The objective of this study is to compare trends in specific substance use upon admission to treatment in pregnancy, based upon whether referrals originated from the criminal legal system or from another referral source. METHODS This research accessed data on perinatal substance use (1995-2021) and referral sources from the Treatment Episode Data Set-Admissions (TEDS-A). Analyses use multiple logistic regressions to evaluate trends in primary substance use leading to treatment admission during pregnancy. RESULTS Approximately 1 % (N = 536,948) of all substance use treatment admissions in TEDS-A were for pregnant people. Between 1995 and 2021, the percentage of treatment admissions increased for primary methamphetamine use (10 % to 27 %), primary opioid use (21 % to 38 %), and primary cannabis use (9 % to 18 %), and decreased for primary cocaine use (32 % to 6 %) and primary alcohol use (26 % to 11 %). By 2021, treatment admissions referred from criminal legal agencies were more likely to primarily be for primary methamphetamine use (33 % vs 25 %) and less likely to be for primary opioid use (22 % vs 42 %) compared to other referral sources. CONCLUSIONS Trends in substance use treatment during pregnancy have changed substantially over the past few decades and emphasize the unique needs of patients referred to treatment by the criminal legal system. Treatment programs must therefore adapt to fluctuating trends in perinatal substance use. In particular, it is important to expand programs that prioritize treatment of methamphetamine use disorder for pregnant people referred through criminal legal agencies.
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Mills JM, Davidson KM. The prison-based Therapeutic Community: Resident recommendations for program improvement. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 163:209404. [PMID: 38768815 DOI: 10.1016/j.josat.2024.209404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 04/16/2024] [Accepted: 05/14/2024] [Indexed: 05/22/2024]
Abstract
INTRODUCTION The prison-based Therapeutic Community (TC) is widely used within correctional institutions to address substance use disorders (SUDs). While most evaluations of the prison-based TC find the program to be effective, recent mixed evidence and the continued surge of the opioid crisis call for deeper investigation into program operations, barriers to engagement, and sources of treatment effect heterogeneity. Notably lacking from prior evaluations, and critical to our understanding of variable program engagement, is first-hand experiences and perceptions from program participants. METHODS To assess prison-based TC resident perceptions of the program and their recommendations for improvement, we utilize data from the Therapeutic Community Prison Inmate Network Study (TC-PINS), a longitudinal data collection effort conducted in one prison-based TC unit within a Pennsylvania state prison. Specifically, we assess resident responses to the open-ended item "What can the TC do better?" Analyzing 470 responses to this question by 177 residents, two independent coders identified seven substantive categories of recommended changes or improvements to their TC program. RESULTS Residents provided tangible recommendations for improvement of their prison-based TC program based on their experiences and perceptions. Importantly, a number of their recommendations directly counter the intended model of the TC, which highlights imperative issues underlying the translation of the TC model within the prison environment. Resident suggestions include enhanced structure, increased individualization, expanded curriculum, stricter enforcement of rules, and improved or more experienced staff. Additionally, many question the coercive nature of TC program participation within this prison system. CONCLUSIONS Resident recommendations for program improvement unveil important sources of treatment effect heterogeneity and highlight tangible program changes that can be implemented to reduce barriers to treatment engagement. We provide suggested changes to this prison-based TC based on resident perceptions and discuss both the importance and relative ease of eliciting this critical participant feedback.
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Krawczyk N, Lim S, Cherian T, Goldfeld KS, Katyal M, Rivera BD, McDonald R, Khan M, Wiewel E, Braunstein S, Murphy SM, Jalali A, Jeng PJ, Kutscher E, Khatri UG, Rosner Z, Vail WL, MacDonald R, Lee JD. Transitions of care between jail-based medications for opioid use disorder and ongoing treatment in the community: A retrospective cohort study. Drug Alcohol Depend 2024; 261:111377. [PMID: 38924958 PMCID: PMC11249039 DOI: 10.1016/j.drugalcdep.2024.111377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 05/17/2024] [Accepted: 06/09/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND Offering medications for opioid use disorder (MOUD) in carceral settings significantly reduces overdose. However, it is unknown to what extent individuals in jails continue MOUD once they leave incarceration. We aimed to assess the relationship between in-jail MOUD and MOUD continuity in the month following release. METHODS We conducted a retrospective cohort study of linked NYC jail-based electronic health records and community Medicaid OUD treatment claims for individuals with OUD discharged from jail between 2011 and 2017. We compared receipt of MOUD within 30 days of release, among those with and without MOUD at release from jail. We tested for effect modification based on MOUD receipt prior to incarceration and assessed factors associated with treatment discontinuation. RESULTS Of 28,298 eligible incarcerations, 52.8 % received MOUD at release. 30 % of incarcerations with MOUD at release received community-based MOUD within 30 days, compared to 7 % of incarcerations without MOUD (Risk Ratio: 2.62 (2.44-2.82)). Most (69 %) with MOUD claims prior to incarceration who received in-jail MOUD continued treatment in the community, compared to 9 % of those without prior MOUD. Those who received methadone (vs. buprenorphine), were younger, Non-Hispanic Black and with no history of MOUD were less likely to continue MOUD following release. CONCLUSIONS MOUD maintenance in jail is strongly associated with MOUD continuity upon release. Still, findings highlight a gap in treatment continuity upon-reentry, especially among those who initiate MOUD in jail. In the wake of worsening overdose deaths and troubling disparities, improving MOUD continuity among this population remains an urgent priority.
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McBrayer C, Turner A, Whitener M, Adams ZW, Hulvershorn L, Zapolski TCB, Aalsma MC. "Just as expensive as sending him to college:" barriers and perceptions of treatment in justice-involved youth. HEALTH & JUSTICE 2024; 12:33. [PMID: 39042254 PMCID: PMC11265333 DOI: 10.1186/s40352-024-00289-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 07/09/2024] [Indexed: 07/24/2024]
Abstract
BACKGROUND Justice-involved youth have higher rates of substance use disorders (SUDs) than the general population. Many do not connect with or complete treatment, leading to recidivism. This qualitative study explores perceptions and barriers to treatment in this population. RESULTS Justice-involved youth participating in a larger study focused on access to SUD treatment were interviewed about available treatment and justice system involvement. Twenty-one dyads (youth and a guardian) and 3 individual guardians (total N = 45) were interviewed by phone. Inclusion criteria were youth aged 14-17 involved in the justice system that screened positive for SUD. Youth sample was 43% male. Thematic analysis guided the process. The study was Indiana University Institutional Review Board approved (#1802346939). Data was interpreted within the ecological system theory. Youth barriers included willingness to engage in treatment, time constraints/scheduling conflicts, and low perceived usefulness of treatment. Major guardian themes included high cost of treatment, lack of communication by the justice system about treatment, youth unwillingness or disinterest to engage in treatment, and limited program availability. CONCLUSIONS The barriers to treatment for justice-involved youth are multifaceted and occur across the spectrum of levels of the ecological system, which include parents, peers, social systems, and cultural elements. Many youth and guardians suggested improvements for their interactions with the juvenile justice system. Further examination is needed of current policy implementation to address these concerns.
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Hood BJ. Qualitative insights into mental health treatment through telemedicine during the COVID-19 crisis: a natural experiment in community mental health centers. HEALTH & JUSTICE 2024; 12:32. [PMID: 39031205 PMCID: PMC11264870 DOI: 10.1186/s40352-024-00282-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 06/15/2024] [Indexed: 07/22/2024]
Abstract
BACKGROUND The COVID-19 pandemic exacerbated existing mental health challenges and introduced new ones, particularly among vulnerable populations such as individuals within the criminal justice system, who disproportionately experienced employment, financial, and housing issues. As mandatory lockdowns and social distancing mandates were implemented, the United States saw unprecedented interruptions to treatment. Telemedicine emerged as a transformative tool in alleviating new and existing treatment barriers. Yet, limited empirical research has examined the impact and implications of telemedicine on mental health treatment in criminal justice populations. METHODS The timing of this study's data collection overlapped with the spread of COVID-19 in the United States and provided a unique opportunity to examine the impact of telemedicine as part of a natural experiment. Utilizing interviews with 61 community mental health center service providers, this study qualitatively examined service providers' experiences in treating criminal justice-involved individuals with serious mental illness who were receiving mental health treatment through telemedicine. RESULTS Service providers expressed satisfaction with telemedicine in addressing client transportation and childcare barriers while increasing engagement. Service providers voiced new concerns regarding clients' confidentiality, digital literacy, and limitations to gathering non-verbal client information during virtual treatment. CONCLUSIONS Mental health treatment offered through telemedicine mitigates barriers to treatment that disproportionately affect criminal justice clients. Despite its benefits, challenges like access to reliable internet and to internet-enabled devices, confidentiality concerns, and information gathering must be addressed to achieve optimal and equitable mental health treatment through telemedicine. The findings support the continued use of telemedicine in mental health treatment delivery for this population.
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Tsutsumi S, Takano A, Usami T, Kumakura Y, Kanazawa Y, Takebayashi T, Sugiyama D, Matsumoto T. Risk and protective factors for early dropout from telephone monitoring for individuals with drug convictions in community mental health centers in Japan. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 162:209347. [PMID: 38494050 DOI: 10.1016/j.josat.2024.209347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 01/27/2024] [Accepted: 02/21/2024] [Indexed: 03/19/2024]
Abstract
INTRODUCTION Individuals involved with the criminal justice system face challenges in receiving and maintaining substance use disorder (SUD) treatment and support. Although telephone monitoring (TM) could reduce these barriers, data on TM for community-dwelling individuals involved with the criminal justice system and research on individuals who drop out of TM are scarce. We examined the factors associated with dropping out early from the Voice Bridges Project, which provides TM for individuals on probation for drug-related convictions through community mental health centers in Japan. METHODS Participants (n = 546) were individuals aged ≥20 years with methamphetamine-related convictions who were on probation. Univariate analyses examine the associations between one-year follow-up status and baseline variables, and multivariate Cox proportional hazards regression analyses identify the risk and protective factors associated with dropping out. Stratified analyses report results based on sex and halfway-house residency. RESULTS The one-year dropout rate was 43.6 % (n = 238). Multivariate analysis identified two risk factors for dropping out-halfway-house residency and suicide attempts in the past year, and two protective factors-higher education and the current use of SUD services. Sex-stratified analyses showed that halfway-house residency was a risk factor for both men and women. Attempted suicide was a risk factor for women. Conversely, higher education and current use of SUD services were protective factors for men. CONCLUSIONS Our results identify unique risk factors for women, such as a recent history of suicide attempts, and distinctive protective factors for men, including higher education and current use of SUD services, emphasizing the importance of sex-specific approaches. Furthermore, the study reveals that irrespective of sex, vulnerable individuals, such as halfway-house residents, are at a higher risk of dropping out from TM.
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McFadden D, Davidson G, Butler M. Social support and trauma experiences of imprisoned men in Northern Ireland. INTERNATIONAL JOURNAL OF LAW AND PSYCHIATRY 2024; 95:102005. [PMID: 38964262 DOI: 10.1016/j.ijlp.2024.102005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 06/20/2024] [Accepted: 06/23/2024] [Indexed: 07/06/2024]
Abstract
BACKGROUND Social Support has multiple benefits for health and mental wellbeing. Its existence, and the extent to which it can be beneficial, is dependent upon the context in which it is provided, and the recipients' view of it. Social support has long been established as a 'buffer' to the negative impact of stressful life experiences. Trauma can negatively impact upon social support, reducing the extent of social networks and ability of some trauma experienced individuals to sustain extensive social support networks. However, some trauma experiences can also strengthen social relationships. Imprisoned men are disproportionately likely to have experienced a traumatic event when compared with the general population. Past research has found that traumatic events can lead to a decrease in social support among imprisoned men but more research is needed to understand the variations in perceived social support experienced by imprisoned men and to determine how different types of trauma may be related to perceived social support. METHOD A cross-sectional survey of 384 adult men detained in the Northern Ireland Prison Service was conducted between November 2022 and January 2023. The survey collected data on the men's demographics, mental health, substance use, and criminal history. Respondents were also asked to complete a Trauma History Questionnaire (THQ) and the Multi-dimensional Scale of Perceived Social Support (MSPSS). Regression analysis was then used to investigate the possible associations between individual characteristics, different types of trauma experiences and perceived social support. RESULTS Most types of trauma experiences were not associated with lower levels of perceived social support. Only those who had experienced crime related trauma were more likely to report lower levels of social support. Older imprisoned men and those using substances were more likely to report lower levels of perceived social support, while those who had served a sentence of less than one year reported higher levels of perceived social support. DISCUSSION Crime related trauma experiences were found to be associated with lower levels of perceived social support. There were no significant findings around perceived social support and any of the other trauma types i.e. physical, sexual and general disaster experiences. Trauma informed policy responses should be cognisant of this, as those with experiences of crime related victimisation are less likely to have the social support needed to buffer against future trauma experiences. The findings demonstrate that some individuals experience lower levels of perceived social support and several factors are associated with this including age, time served and substance use history. This will potentially impact upon them during release and affect their reintegration into society. Specific policies aimed at these groups should be considered to prevent them from experiencing a lack of support and any accompanying adversity upon release.
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Welty LJ, Luna MJ, Aaby DA, Harrison AJ, Potthoff LM, Abram KM, Teplin LA. Do Substances Used in Adolescence Predict the Persistence of Substance Use Disorders in Adulthood? A 15-Year Study of Youth After Detention. J Adolesc Health 2024:S1054-139X(24)00228-3. [PMID: 38912979 DOI: 10.1016/j.jadohealth.2024.04.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 03/18/2024] [Accepted: 04/11/2024] [Indexed: 06/25/2024]
Abstract
PURPOSE Investigate if the type of substance use disorder (SUD) in adolescence predicts SUDs in adulthood and examine sex and racial/ethnic differences in the persistence of SUDs. METHODS Data are from the Northwestern Juvenile Project, a 15-year longitudinal study of 1829 youth randomly sampled from detention in Chicago, IL (1995-1998). Interviewers assessed SUDs using structured diagnostic interviews. RESULTS Compared with females without an SUD at detention, females with cannabis alone, comorbid alcohol and cannabis, or SUDs other than alcohol and cannabis at detention had higher odds of having an SUD 5 years later (25%, 32%, and 36% vs. 15%, adjusted odds ratio [AOR] = 1.94, 95% confidence interval [CI] 1.11-3.40; AOR = 2.76, 95% CI 1.58-4.83; AOR = 3.46, 95% CI 1.56-7.66, respectively). Males and females with SUDs other than alcohol and cannabis at detention had greater odds of having an SUD 15 years later, compared with those without an SUD at detention (males: 36% vs. 14%, AOR = 2.98, 95% CI 1.14-7.83; females: 29% vs. 8%, AOR = 4.77, 95% CI 1.85-12.30). Among youth with an SUD at detention, males were more likely than females to have an SUD 15 years later (AOR = 1.84, 95% CI 1.03-3.29); non-Hispanic White and Hispanic males were more likely to persist than Black males (AOR = 3.32, 95% CI 1.50-7.35; AOR = 2.32, 95% CI 1.04-5.18, respectively). DISCUSSION The type of SUD during adolescence matters. Youth with SUDs such as cocaine and opioids fared the worst. Healthcare providers must collaborate with correctional officials to increase service provision.
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Lantz L, Chang Z, Virtanen S. Risk factors for dropout from psychological substance use disorder treatment programs in criminal justice settings. Drug Alcohol Depend 2024; 259:111314. [PMID: 38696932 DOI: 10.1016/j.drugalcdep.2024.111314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 04/18/2024] [Accepted: 04/21/2024] [Indexed: 05/04/2024]
Abstract
BACKGROUND Substance use disorders are highly prevalent in people within the criminal justice system. Psychological programs are the most common type of treatment available and have been shown to decrease recidivism, but dropping out of treatment is common. Risk factors associated with treatment dropout remain unclear in this setting, and whether the risk factors differ by treatment form (group-based vs. individual). METHODS Outcome (treatment dropout) was defined as not finishing the program due to client's own wish, misbehavior, no-shows, or because program leader found client to be unsuitable. Predictors of treatment dropout included a comprehensive set of individual-level clinical, socioeconomic, and crime-related pre-treatment characteristics. Multivariable regression models were used to estimate the associations between predictors and dropout. FINDINGS The study cohort included 5239 criminal justice clients who participated in a psychological treatment program (group-based or individual). Multivariable logistic regression models showed that female sex (OR=1.64, 95% CI 1.20-2.25), age (0.99, [0.97-1.00]), sentence length (0.98, [0.97-0.98]), higher education (0.54, [0.28-1.00]), number of violent offenses (1.03, [1.01-1.05]), and anxiety disorders (1.32, [1.01-1.72]) were associated with dropout from the individual treatment program. For the group-based program, age (OR=0.98, 95% CI 0.96-1.00), sentence length (OR=0.96, 95% CI 0.94-0.98), stimulant use disorder (OR=1.48, 95%, 1.00-2.19), and self-harm (OR 1.52, 95% CI 1.00-2.34) were associated with dropout. CONCLUSIONS We identified certain sociodemographic, crime-related, and clinical characteristics that were particularly important in predicting dropout from psychological treatment. Further, we find that there are similarities and differences in predictors of dropout from group-based and individual treatment forms.
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McClelland E, Shefner RT, Johnson J, Anderson ED. Resident perspectives on a pre-booking diversion program. CONTEMPORARY DRUG PROBLEMS 2024; 51:129-141. [PMID: 39144404 PMCID: PMC11323041 DOI: 10.1177/00914509241246083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/16/2024]
Abstract
Numerous cities are experimenting with pre-booking diversion programs that allow police officers to divert community members to supportive services in instances that would otherwise result in arrest and prosecution. These programs aim to decrease harmful involvement with the criminal justice system while reducing crime and public disorder. Although previous research has explored the experiences of people receiving diversion referrals and of police officers initiating them, none have examined the perspectives of community members who can offer crucial insights into planning, evaluation, and implementation barriers. We administered a survey to 293 people living in four police districts where the Philadelphia Police Department operates a pre-booking diversion program. The survey explored residents' perspectives on the program as well as their broader views on associated issues like decriminalization of substance use, sex work, and minor theft. Bivariate χ2 tests and multivariate logistic regression examined differences in responses between subgroups. Perspectives were diverse and varied based on demographic attributes of the respondents as well as on district level attributes, like crime patterns. Most surveyed community members perceived pre-booking diversion to be a valuable tool for improving the experiences and outcomes of policing. However, residents living in areas with more crime and with more public disorder held significantly less positive perspectives. Their skepticism may reflect the possibility that pre-booking diversion and similar reforms are necessary but not sufficient to transforming individual health and public safety in some areas.
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Henry BF, Gray J. Access to Psychiatric and Education Services During Incarceration in the United States. Psychiatr Serv 2024:appips20230335. [PMID: 38693834 DOI: 10.1176/appi.ps.20230335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/03/2024]
Abstract
OBJECTIVE Individuals with psychiatric disorders are incarcerated at disproportionately high rates and often have low educational attainment. Access to psychiatric and education services within prisons has been described as inadequate, but recent data are lacking. The authors sought to assess the association of psychiatric disorders with both educational attainment before incarceration and access to psychiatric and education services during incarceration. METHODS Data were from the 2016 Survey of Prison Inmates, a national survey of adults incarcerated in U.S. state and federal prisons (N=24,848). Multinomial regression was used to identify associations of educational attainment before incarceration with psychiatric disorders and sociodemographic factors. Multivariable logistic regression models were used to assess associations of psychiatric disorders with access to psychiatric and education services during incarceration and with sociodemographic factors. RESULTS Before incarceration, 57.3% of survey respondents had less than a high school diploma. Across four education and psychiatric services, only 8.4%-44.8% of respondents reported participating in these services during incarceration, despite 57.3% reporting a psychiatric or learning disorder. Psychiatric disorders were associated with lower educational attainment before incarceration and lower access to education services during incarceration. Psychiatric disorders were associated with higher odds of access to psychiatric services during incarceration. Men had lower educational attainment before incarceration and lower odds of accessing psychiatric and education services during incarceration. CONCLUSIONS Incarcerated people had a high need for psychiatric and education services. Individuals with psychiatric disorders had lower odds of participating in education services during incarceration, highlighting the need for policies and services that increase participation.
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Compton MT, Tan de Bibiana J, Pope LG. Identifying Individuals With Early Psychosis in Jail: Lessons Learned for Coordinated Specialty Care Services. Psychiatr Serv 2024; 75:470-476. [PMID: 38204371 DOI: 10.1176/appi.ps.20230125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2024]
Abstract
OBJECTIVE This study sought to establish the feasibility of a two-component intervention embedded within a jail setting that would detect detainees with early psychosis and connect them to coordinated specialty care (CSC) in the community upon release. METHODS The two components of the intervention were a targeted educational campaign for correction officers and a specialized early engagement support service to facilitate jail discharge planning. Jail detainees with early psychosis were referred to the project and assessed for positive and negative symptoms, substance use, and duration of untreated psychosis (DUP). During a 24-month period, 25 individuals were referred, of whom eight were eligible and interviewed. RESULTS The sociodemographic and clinical characteristics of the jail detainees were similar to those of individuals in hospital settings. The median DUP was 36 weeks. One of the eight detainees with early psychosis was successfully referred to CSC; for the other detainees, social or criminal legal factors precluded referral. CONCLUSIONS A targeted educational campaign for correction officers and a specialized early engagement support service can be implemented in a jail setting, and referrals can be facilitated. Success of the campaign may depend on having dedicated liaisons within the jail setting (e.g., among correctional health staff) as well as liaisons in local CSC programs and leadership. Changes in the law and policy environments (e.g., criminal legal system reform) and changes in organizational practices and processes for corrections, correctional health, and local CSC programs (such as those made during the COVID-19 pandemic) require ongoing collaborations.
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Singh K, Timko C, Yu M, Taylor E, Blue-Howells J, Finlay AK. Scoping review of military veterans involved in the criminal legal system and their health and healthcare: 5-year update and map to the Veterans-Sequential Intercept Model. HEALTH & JUSTICE 2024; 12:18. [PMID: 38639813 PMCID: PMC11027330 DOI: 10.1186/s40352-024-00274-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 04/07/2024] [Indexed: 04/20/2024]
Abstract
BACKGROUND A previous scoping review of legal-involved veterans' health and healthcare (1947-2017) identified studies and their limitations. Given the influx of literature published recently, this study aimed to update the previous review and map articles to the Veterans-Sequential Intercept Model (V-SIM) - a conceptual model used by key partners, including Veterans Health Administration, veteran advocates, criminal justice practitioners, and local governments to identify intercept points in the criminal legal system where resources and programming can be provided. Developing an updated resource of literature is essential to inform current research, discover gaps, and highlight areas for future research. METHODS A systematic search of 5 databases identified articles related to legal-involved veterans' health and healthcare published between December 2017 through December 2022. The first and senior authors conducted abstract reviews, full-text reviews, and data extraction of study characteristics. Finally, each article was sorted by the various intercept points from the V-SIM. RESULTS Of 903 potentially relevant articles, 107 peer-reviewed publications were included in this review, most related to mental health (66/107, 62%) and used an observational quantitative study design (95/107, 89%). Although most articles did not explicitly use the V-SIM to guide data collection, analyses, or interpretation, all could be mapped to this conceptual model. Half of the articles (54/107, 50%) collected data from intercept 5 (Community Corrections and Support Intercept) of the V-SIM. No articles gathered data from intercepts 0 (Community and Emergency Services Intercept), 1 (Law Enforcement Intercept), or 2 (Initial Detention and Court Hearings Intercept). CONCLUSIONS There were 107 articles published in the last five years compared to 190 articles published in 70 years covered in the last review, illustrating the growing interest in legal-involved veterans. The V-SIM is widely used by front-line providers and clinical leadership, but not by researchers to guide their work. By clearly tying their research to the V-SIM, researchers could generate results to help guide policy and practice at specific intercept points. Despite the large number of publications, research on prevention and early intervention for legal-involved veterans is lacking, indicating areas of great need for future studies.
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Liddle HA, Dakof G, Rowe C, Mohamed AB, Henderson C, Foulkrod T, Lucas M, DiFrancesco M. Multidimensional Family Therapy for Justice-Involved Young Adults with Substance Use Disorders. J Behav Health Serv Res 2024; 51:250-263. [PMID: 37532966 PMCID: PMC10940488 DOI: 10.1007/s11414-023-09852-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/14/2023] [Indexed: 08/04/2023]
Abstract
The present study explored the acceptability, feasibility, fidelity, and outcomes of a young adult adaptation of multidimensional family therapy (MDFT), an evidence-based family treatment originally developed for adolescents. Participants included 22 individuals between the ages of 19 to 25 who were enrolled in a criminal drug court program. MDFT was found to be feasible and was delivered with strong fidelity to young adults and their families. Participants reported high satisfaction with MDFT, and 95% completed treatment. Analyses revealed statistically significant decreases in substance use on all indicators from baseline to the 6-month follow-up. Significant improvements were also noted in vocational functioning, including a 73% increase in full-time employment from baseline to 6-month follow-up. Criminal justice outcomes included a significant decrease in legal risk, and 86% of study participants had no rearrests from baseline through the 18-month follow-up period. The article concludes with recommendations for implementing family-based interventions with young adults, as well as future research directions in this important area.
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Zarzar TR, Rosen DL, Ashkin EA. Supporting People With Serious Mental Illness After Prison Release: The FIT Wellness Model. Psychiatr Serv 2024; 75:395. [PMID: 38204367 DOI: 10.1176/appi.ps.20230513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2024]
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Peddireddy SR, Livingston MD, Young AM, Freeman PR, Ibragimov U, Komro KA, Lofwall MR, Oser CB, Staton M, Cooper HLF. Willingness to utilize a mobile treatment unit in five counties at the epicenter of the US rural opioid epidemic. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 159:209262. [PMID: 38103835 PMCID: PMC10947911 DOI: 10.1016/j.josat.2023.209262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 09/26/2023] [Accepted: 12/11/2023] [Indexed: 12/19/2023]
Abstract
INTRODUCTION US federal policies are evolving to expand the provision of mobile treatment units (MTUs) offering medications for opioid use disorder (MOUD). Mobile MOUD services are critical for rural areas with poor geographic access to fixed-site treatment providers. This study explored willingness to utilize an MTU among a sample of people who use opioids in rural Eastern Kentucky counties at the epicenter of the US opioid epidemic. METHODS The study analyzed Cross-sectional survey data from the Kentucky Communities and Researchers Engaging to Halt the Opioid Epidemic (CARE2HOPE) study covering five rural counties in the state. Logistic regression models investigated the association between willingness to utilize an MTU providing buprenorphine and naltrexone and potential correlates of willingness, identified using the Behavioral Model for Vulnerable Populations. RESULTS The analytic sample comprised 174 people who used opioids within the past six months. Willingness to utilize an MTU was high; 76.5 % of participants endorsed being willing. Those who had recently received MOUD treatment, compared to those who had not received any form of treatment or recovery support services, had six-fold higher odds of willingness to use an MTU. However, odds of being willing to utilize an MTU were 73 % lower among those who were under community supervision (e.g., parole, probation) and 81 % lower among participants who experienced an overdose within the past six months. CONCLUSIONS There was high acceptability of MTUs offering buprenorphine and naltrexone within this sample, highlighting the potential for MTUs to alleviate opioid-related harms in underserved rural areas. However, the finding that people who were recently under community supervision or had overdosed were significantly less willing to seek mobile MOUD treatment suggest barriers (e.g., stigma) to mobile MOUD at individual and systemic levels, which may prevent improving opioid-related outcomes in these rural communities given their high rates of criminal-legal involvement and overdose.
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Wei LC, Chan CH. Integrating Virtual and In-Person Judicial Processes: Lessons From Taiwan's Experience During and After the COVID-19 Pandemic. Psychiatr Serv 2024; 75:398-399. [PMID: 38557132 DOI: 10.1176/appi.ps.20240042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
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Manthey J, Klinger S, Rosenkranz M, Schwarzkopf L. Cannabis use, health problems, and criminal offences in Germany: national and state-level trends between 2009 and 2021. Eur Arch Psychiatry Clin Neurosci 2024:10.1007/s00406-024-01778-z. [PMID: 38502205 DOI: 10.1007/s00406-024-01778-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 02/16/2024] [Indexed: 03/21/2024]
Abstract
The German federal government plans to decriminalise cannabis. The impact of this policy on use prevalence, cannabis-related health and legal problems cannot be fully anticipated and should be viewed in context with current trends. We used routine data on (a) cannabis use (population-based surveys), (b) cannabis-related diagnoses (ICD-10 code F12) in outpatient medical settings and (c) minor law offences (registered violations against the narcotics law for possessing small amounts) to analyse age and sex-specific trends by federal state between 2009 and 2021. To enable comparisons across time and federal state besides crude prevalence rates, age-standardised rates were calculated. Between 2009 and 2021, the age-standardised prevalence of cannabis use (5.7-10.6%), rate of diagnoses (1.1-3.7 per 1,000), and legal offences (1.8-3.1 per 1,000) increased, with the largest increase noted for cannabis-related diagnoses. Relatively, increases were most pronounced for older users (40-to-59-year-olds: use and offences; 35-to-44-year-olds: cannabis-related diagnoses) and rather stagnant for minors. Cannabis use and health problems appear to be more pronounced in Northern and city states, while no clear geographic trend was observed for law offences. Cannabis-related outpatient treatment demand has risen more steeply than use prevalence suggesting an increasing challenge for the health care system. Despite rising rates for documented offences, the long-term implications of law violations on social and occupational life are poorly understood but may be considered for evaluations of the proposed law changes.
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Graves BD, Fendrich M. Community-based substance use treatment programs for reentering justice-involved adults: A scoping review. DRUG AND ALCOHOL DEPENDENCE REPORTS 2024; 10:100221. [PMID: 38425420 PMCID: PMC10901914 DOI: 10.1016/j.dadr.2024.100221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 01/25/2024] [Accepted: 02/13/2024] [Indexed: 03/02/2024]
Abstract
Introduction For adults involved with the criminal justice system who are reentering their communities post-incarceration, there is a large need for community-based substance use treatment. Little is known, however, about the types, availability, and benefits of programs targeting the reentry population in community settings that operate independently from the criminal justice system. Methods We conducted a scoping review of community-based treatment programs for substance use among reentering justice-involved adults to examine the contemporary state of literature and identify research gaps. We searched four databases for peer-reviewed articles conducted in the United States and published between 2017 and 2021. Results The final sample included 58 articles. Interventions varied, but the two most prominent were medications for opioid use disorder (35%) and peer support or social support interventions (22.4%). Studies were more likely to show positive impact on substance use outcomes than criminal justice outcomes. Themes were identified around participant characteristics, treatment delivery, and treatment benefits. Conclusions Findings from this scoping review suggest that the range of evidence-based strategies for substance use treatment targeting the reentry population is growing, but there is a need for additional research that examines implementation, cost effectiveness, and racial/ethnic disparities.
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Rhodes Fortino B, Carda-Auten J, DiRosa EA, Rosen DL. Provision of health care services related to substance use disorder in southern U.S. jails. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 158:209234. [PMID: 38061634 PMCID: PMC10947909 DOI: 10.1016/j.josat.2023.209234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 08/09/2023] [Accepted: 11/20/2023] [Indexed: 03/18/2024]
Abstract
INTRODUCTION The U.S. jail population has more than tripled since the 1980s, and today, one out of every three incarcerated individuals is being held in a county or city jail. Substance use disorders (SUD) are overrepresented in incarcerated populations; however, little recent research has examined the availability and quality of SUD-related health care services in jail settings. Incarcerated individuals may engage with a variety of SUD-related health care services, including: screening and withdrawal management at entry, SUD treatment or other brief health care interventions while they are being held, and overdose prevention education and reentry planning at release. METHODS We conducted a thematic analysis of qualitative data from 34 interviews conducted with 38 personnel from a purposive sample of jails that varied in size and rurality within a five-state study area. The goals of the analyses were to: 1) describe jail health care services for SUD and barriers to service provision, 2) compare current practices to best practice recommendations, and 3) provide context by describing factors at the jail and community level that influence service provision, such as access to resources. RESULTS Interviewees described wide variability in both availability and comprehensiveness of SUD-related health care services. Most adhered to federal guidance for supervising withdrawal from alcohol and benzodiazepines, but not opioids. Medication for addiction treatment was most widely available for pregnant women and rarely for other individuals. Roughly one third of the jails in our sample provided behavioral group or individual therapy with a licensed counselor and roughly one quarter offered self-help groups. Very few jails provided comprehensive re-entry planning and support. Jail staff reported specific barriers to providing each type of service, as well as limiting contextual factors. Despite observed increases in case volume, jail health care staff did not necessarily receive any additional funding or staff members. Overall, lack of investment in mental and behavioral health care contributed to recidivism and feelings of hopelessness among staff. CONCLUSIONS This study identified several areas where jails could improve SUD-related health care services. Many of the barriers to improvement-organizational buy-in, cost/budgeting, staffing, logistics-were not under the control of health care staff. Implementing changes will require support from local governments, jails administrators, private health care companies, and other local health care providers.
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Shah H, Hawks L, Walker RJ, Egede LE. Substance Use Disorders, Mental Illness, and Health Care Utilization Among Adults With Recent Criminal Legal Involvement. Psychiatr Serv 2024; 75:221-227. [PMID: 37674397 DOI: 10.1176/appi.ps.20220491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/08/2023]
Abstract
OBJECTIVE Individuals involved with the criminal legal system have higher rates of mental illness, addiction, and health care utilization. The authors examined whether substance use disorders and mental illness alone or in combination drive health care utilization among those with recent criminal legal involvement. METHODS This cross-sectional analysis used nationally representative data from U.S. adults with past-year criminal legal involvement (N=9,039) recorded in the National Survey on Drug Use and Health (2015-2019). Using adjusted negative binomial regression models, the authors estimated relative risks for health care utilization. Primary independent variable categories included neither substance use disorder nor mental illness, substance use disorder only, mental illness only, and both conditions. Health care utilization included emergency department (ED) visits and nights spent in inpatient care. RESULTS Relative to neither mental illness nor substance use disorder, mental illness alone was associated with significantly increased acute health care services use: for ED visits, incidence risk ratio (IRR)=1.43 (95% CI=1.18-1.75) and for inpatient stays, IRR=2.14 (95% CI=1.47-3.11). Having both conditions was associated with increased ED visits (IRR=1.62, 95% CI=1.38-1.91) and inpatient stays (IRR=4.16, 95% CI=2.98-5.82). Substance use disorder alone was associated only with higher risk for ED visits compared with neither condition (IRR=1.23, 95% CI=1.01-1.50). CONCLUSIONS Mental illness with or without co-occurring substance use disorder is a strong driver of acute health care utilization after interaction with the criminal legal system. Interventions tailored to the unique needs of individuals with mental illness or substance use disorder are needed for those with recent criminal legal involvement.
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Johnson JE, Ramezani N, Viglione J, Hailemariam M, Taxman FS. Recommended Mental Health Practices for Individuals Interacting With U.S. Police, Court, Jail, Probation, and Parole Systems. Psychiatr Serv 2024; 75:246-257. [PMID: 37933131 DOI: 10.1176/appi.ps.20230029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2023]
Abstract
OBJECTIVE Tens of millions of individuals with mental health problems interact with the U.S. criminal legal system (including 911, police, jail detention and sentences, courts, and probation and parole) each year. The authors sought to identify recommended mental health practices for criminal legal system-involved individuals and report the percentages of U.S. counties and of the U.S. population living in counties in which each recommended practice is present. METHODS Recommended practices for criminal legal-involved individuals with mental health problems were identified from meta-analyses, reviews, and best practice recommendations. Up to four respondents per county (i.e., jail, probation, community mental health, and community substance use treatment administrators) from 950 counties were asked whether each recommended practice was present for criminal legal-involved individuals. Weighted percentages of U.S. counties using recommended practices and of the U.S. population living in counties with each recommended practice are reported. RESULTS Fifty-nine recommended practices, including general mental health approaches (e.g., permanent supportive housing, Medicaid continuity) and diagnosis-specific mental health treatments (including medications and psychotherapies), were identified. Weighted data from respondents (N=791 from 519 counties) indicated that each recommended practice was present for criminal legal-involved individuals in only 21.9%-43.0% of U.S. counties. CONCLUSIONS These results inform implementation efforts by indicating the presence of recommended care practices for criminal legal-involved individuals with mental health problems in counties nationwide. Because supportive housing, access to Medicaid reactivation in jails, and psychosocial interventions for physical pain have low presence but high importance for recovery, implementation efforts might first target these approaches.
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Bukten A, Virtanen S, Hesse M, Chang Z, Kvamme TL, Thylstrup B, Tverborgvik T, Skjærvø I, Stavseth MR. The prevalence and comorbidity of mental health and substance use disorders in Scandinavian prisons 2010-2019: a multi-national register study. BMC Psychiatry 2024; 24:95. [PMID: 38317111 PMCID: PMC10840271 DOI: 10.1186/s12888-024-05540-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 01/19/2024] [Indexed: 02/07/2024] Open
Abstract
BACKGROUND Mental health disorders are common among people in prison, but their prevalence in the Scandinavian prison population remain unclear. In this multinational register study, we examined the prevalence of mental health disorders and the comorbidity of substance use disorders (SUDs) with other mental health disorders in this population. Further, we investigated how the prevalence of mental disorders at prison entry had changed in Norway, Denmark, and Sweden over the study period. METHODS The three study cohorts included all individuals, aged 19 or older, whom had been imprisoned in Norway (2010-2019), Denmark (2011-2018), and Sweden (2010-2013). Mental disorders were defined as ICD-10 diagnoses (F-codes) registered in the national patient registers. The study prevalence was estimated based on recorded diagnoses during the entire study follow-up period in each respective country. The one-year prevalence of mental disorders was estimated for each calendar year for individuals entering prison during that year. RESULTS The Scandinavian prison cohorts included 119 507 individuals released 191 549 times during the study period. Across all three countries a high proportion of both women (61.3%-74.4%) and men (49.6%-57.9%) had at least one mental health disorder during the observation period. The most prevalent disorders were SUDs (39.1%-44.0%), depressive disorder (8.1%-17.5%), and stress related disorder (8.8%-17.1%). Women (31.8%-41.1%) had higher levels of mental health and substance use comorbidities compared to men (20.8%-27.6%). The one-year prevalence of any mental health disorder increased over time with a 33% relative increase in Norway, 8% in Denmark, and 10% in Sweden. The proportion of individuals entering prison with a comorbid SUD and other mental disorder had also increased. CONCLUSIONS While the incarceration rate has been decreasing during the past decade in the Scandinavian countries, an increasing proportion of people entering prison have a diagnosed mental health disorder. Our results suggest that prisons should provide adequate treatment and scale up services to accommodate the increasing proportion of people with complex health needs among incarcerated people.
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O'Grady MA, Elkington KS, Robson G, Achebe IY, Williams AR, Cohall AT, Cohall R, Christofferson M, Garcia A, Ramsey KS, Lincourt P, Tross S. Referral to and engagement in substance use disorder treatment within opioid intervention courts in New York: a qualitative study of implementation barriers and facilitators. Subst Abuse Treat Prev Policy 2024; 19:12. [PMID: 38287329 PMCID: PMC10826099 DOI: 10.1186/s13011-024-00593-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 01/09/2024] [Indexed: 01/31/2024] Open
Abstract
BACKGROUND People with opioid use disorder (OUD) are frequently in contact with the court system and have markedly higher rates of fatal opioid overdose. Opioid intervention courts (OIC) were developed to address increasing rates of opioid overdose among court defendants by engaging court staff in identification of treatment need and referral for opioid-related services and building collaborations between the court and OUD treatment systems. The study goal was to understand implementation barriers and facilitators in referring and engaging OIC clients in OUD treatment. METHODS Semi-structured interviews were conducted with OIC stakeholders (n = 46) in 10 New York counties in the United States, including court coordinators, court case managers, and substance use disorder treatment clinic counselors, administrators, and peers. Interviews were recorded and transcribed and thematic analysis was conducted, guided by the Exploration, Preparation, Implementation, Sustainment (EPIS) framework, employing both inductive and deductive coding. RESULTS Results were conceptualized using EPIS inner (i.e., courts) and outer (i.e., OUD treatment providers) implementation contexts and bridging factors that impacted referral and engagement to OUD treatment from the OIC. Inner factors that facilitated OIC implementation included OIC philosophy (e.g., non-punitive, access-oriented), court organizational structure (e.g., strong court staff connectedness), and OIC court staff and client characteristics (e.g., positive medications for OUD [MOUD] attitudes). The latter two also served as barriers (e.g., lack of formalized procedures; stigma toward MOUD). Two outer context entities impacted OIC implementation as both barriers and facilitators: substance use disorder treatment programs (e.g., attitudes toward the OIC and MOUD; operational characteristics) and community environments (e.g., attitudes toward the opioid epidemic). The COVID-19 pandemic and bail reform were macro-outer context factors that negatively impacted OIC implementation. Facilitating bridging factors included staffing practices that bridged court and treatment systems (e.g., peers); barriers included communication and cultural differences between systems (e.g., differing expectations about OIC client success). CONCLUSIONS This study identified key barriers and facilitators that OICs may consider as this model expands in the United States. Referral to and engagement in OUD treatment within the OIC context requires ongoing efforts to bridge the treatment and court systems, and reduce stigma around MOUD.
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