Artificial Neural Network Analysis Examining Substance Use Problems Co-Occurring with Anxiety and Depressive Disorders Among Adults Receiving Mental Health Treatment.

Objective: The co-occurrence of anxiety disorders, depressive disorders, and substance use problems was examined. Methods: The Mental Health Client-Level Data dataset was used to conduct logistic regression models and an artificial neural network analysis. Logistic regression analyses were conducted among adults with anxiety (n = 547,473) or depressive disorders (n = 1,610,601) as their primary diagnosis who received treatment in a community mental health center. The artificial neural network analysis was conducted with the entire sample (N = 2,158,074). Results: Approximately 30% of the sample had co-occurring high-risk substance use or substance use disorder. Characteristics including region of treatment receipt, age, education, gender, race and ethnicity, and the presence of co-occurring anxiety and depressive disorders were associated with the co-occurring high-risk substance use or a substance use disorder. Conclusions: Findings from this study highlight the importance of mental health facilities to screen for and provide integrated treatment for co-occurring disorders.

Human Trafficking in Correctional Institutions: A Survey of Correctional and Anti-Trafficking Leaders.

Growing awareness of the overlap between justice involvement and human trafficking victimization has led to calls for correctional institutions to prevent, identify, and respond to trafficking. However, it is unclear how correctional facilities (i.e., jails and prisons) are responding to such calls to action. To examine current efforts to address human trafficking in U.S. correctional facilities, this study surveyed correctional and anti-trafficking leaders (n = 46) about their perceptions and experiences with human trafficking screening, response, and training in correctional facilities. Although the majority of leaders (89%) agreed individuals in their state's correctional facilities have experienced human trafficking, they generally did not perceive that correctional staff were prepared to respond. Bivariate tests revealed that correctional and anti-trafficking leaders differed on their perceptions regarding correctional staffs' knowledge about human trafficking risk factors (p = .014), identification ability (p = .006), and response knowledge (p = .036), with anti-trafficking leaders perceiving correctional staff to be less prepared in these areas. Approximately 16% of leaders reported strategies to identify and respond to trafficking in correctional facilities, and about 27% reported human trafficking training for corrections staff. To promote a just society, study findings offer preliminary guidance for anti-trafficking correctional initiatives and future research.

Mental Healthcare Practices from Entry to Release across Southeastern Jails.

Background: Individuals with mental illnesses are disproportionately incarcerated in jails, which have become de facto mental health institutions across the US. Yet there is limited research describing mental healthcare practices from entry to release among multiple jails and states. Methods: We conducted 34 semi-structured interviews with jail healthcare personnel across five Southeastern states. Results: We report results on challenges and practices related to mental health staffing, screening, additional evaluations and services, and discharge planning in jails. Initial mental health screenings were often restricted to the detection of suicidality and history of treatment and medications as opposed to current mental health symptoms. Use of validated mental health screening forms was uncommon. We found delays in care between the initial health screening and being evaluated by a mental health professional. Most jails reported primary responsibilities for mental health care as preventing suicides and managing psychiatric medications. Jails reported mental health care as challenging to manage, with high volumes of individuals with mental health needs, yet limited resources, especially regarding staffing. Discharge planning was limited despite reports of poor continuity of mental healthcare. Conclusions: Jails have a constitutional duty and opportunity to provide adequate healthcare to individuals with mental illnesses, yet practices are insufficient and resources are limited across jails. Based on our findings, we recommend 1) greater adoption and revisions of jail health standards 2) system improvement that expands identification of mental illnesses and quicker, less variable follow-up mental health evaluations, 3) improved linkages and supports for community resources that prevent incarceration of this population.

Serious mental illness in probation: A review.

Research into serious mental illness and probation is reviewed. In addition, there is a specific review of the role of specialist mental health probation staff in the United States (US). In the discussion, we compare progress with the care of the seriously mentally ill within probation in Europe and the US. We conclude that the specialist role for probation staff developed in the US has significant advantages which have been well evaluated which should be implemented, in a large multi-centre trial, across Europe.

The application of implementation science methods in correctional health intervention research: a systematic review.

BACKGROUND: Improving access to high-quality healthcare for individuals in correctional settings is critical to advancing health equity in the United States. Compared to the general population, criminal-legal involved individuals experience higher rates of chronic health conditions and poorer health outcomes. Implementation science frameworks and strategies offer useful tools to integrate health interventions into criminal-legal settings and to improve care. A review of implementation science in criminal-legal settings to date is necessary to advance future applications. This systematic review summarizes research that has harnessed implementation science to promote the uptake of effective health interventions in adult criminal-legal settings. METHODS: A systematic review of seven databases (Academic Search Premier, Cumulative Index to Nursing and Allied Health Literature, PsycINFO, Social Work Abstracts, ProQuest Criminal Justice Database, ProQuest Sociological Abstracts, MEDLINE/PubMed) was conducted. Eligible studies used an implementation science framework to assess implementation outcomes, determinants, and/or implementation strategies in adult criminal-legal settings. Qualitative synthesis was used to extract and summarize settings, study designs, sample characteristics, methods, and application of implementation science methods. Implementation strategies were further analyzed using the Pragmatic Implementation Reporting Tool. RESULTS: Twenty-four studies met inclusion criteria. Studies implemented interventions to address infectious diseases (n=9), substance use (n=6), mental health (n=5), co-occurring substance use and mental health (n=2), or other health conditions (n=2). Studies varied in their operationalization and description of guiding implementation frameworks/taxonomies. Sixteen studies reported implementation determinants and 12 studies measured implementation outcomes, with acceptability (n=5), feasibility (n=3), and reach (n=2) commonly assessed. Six studies tested implementation strategies. Systematic review results were used to generate recommendations for improving implementation success in criminal-legal contexts. CONCLUSIONS: The focus on implementation determinants in correctional health studies reflects the need to tailor implementation efforts to complex organizational and inter-agency contexts. Future studies should investigate policy factors that influence implementation success, design, and test implementation strategies tailored to determinants, and investigate a wider array of implementation outcomes relevant to criminal-legal settings, health interventions relevant to adult and juvenile populations, and health equity outcomes. TRIAL REGISTRATION: A study protocol (CRD42020114111) was registered with Prospero.

Strategies for supervising people with mental illnesses on probation caseloads: results from a nationwide study.

Probation officers are tasked with supervising the largest number of people living with mental illnesses in the criminal legal system, with an estimated 16-27% of individuals on probation identified as having a mental health condition. While academic research has recently focused on building the evidence base around the prototypical model of specialty mental health probation, less focus has been directed to the individual components of specialized mental health caseloads and other strategies agencies use to supervise people with mental illnesses. More specific information about these strategies would benefit probation agencies looking to implement or enhance supervision protocols for people with mental illnesses. This article describes the results from a nationwide study examining (1) probation agencies' mental health screening and identification methods; (2) characteristics of mental health caseloads, including eligibility criteria, officer selection, required training, and interfacing with service providers; and (3) other strategies agencies use to supervise people with mental illnesses beyond mental health caseloads. Strategies for identifying mental illnesses varied, with most agencies using risk needs assessments, self-report items asked during the intake process, or information from pre-sentencing reports. Less than a third of respondents reported using screening and assessment tools specific to mental health or having a system that tracks or "flags" mental illnesses. Results also showed wide variation in mental health training requirements for probation officers, as well as variation in the strategies used for supervising people with mental illnesses (e.g., mental health caseloads, embedded mental health services within probation, modified cognitive behavioral interventions). The wide variation in implementation of supervision strategies presents (1) an opportunity for agencies to select from a variety of strategies and tailor them to fit the needs of their local context and (2) a challenge in building the evidence base for a single strategy or set of strategies.

Implementing evidence-based supported employment within specialty mental health probation: A hybrid type I implementation-effectiveness trial protocol.

BACKGROUND: People with serious mental illnesses who are involved in the criminal justice system face significant challenges in obtaining meaningful employment. Given the importance of employment in reducing recidivism, the field needs effective interventions to increase employment rates, address mental health needs, and reduce recidivism for justice-involved people with serious mental illnesses. Individual Placement and Support - Supported Employment (IPS-SE) improves employment outcomes among individuals with serious mental illnesses and has shown promising results when implemented with individuals with histories of justice involvement; however, IPS-SE has only been implemented in mental health service settings. Given lower levels of treatment engagement and completion among justice-involved populations, implementation of IPS-SE in specialty mental health probation (SMHP) is an opportunity to increase reach and engagement among justice-involved people with serious mental illnesses. METHODS: This article describes a hybrid type 1 implementation-effectiveness study that aims to: (1) assess the implementation enablers and barriers, as well as the feasibility, appropriateness, and acceptability of IPS-SE embedded within SMHP; (2) identify the multi-level factors (i.e., implementation determinants) that influence IPS-SE implementation within the context of a probation setting; and (3) assess the impact of IPS-SE on employment - our primary endpoint - and the impact of IPS-SE on a number of secondary outcomes and potential treatment mechanisms. The efficacy arm of the study will be a randomized controlled trial of 130 adults on community supervision who will either receive treatment as usual or IPS-SE. The implementation arm of the study will examine implementation determinants and implementation outcomes using qualitative methods.

A Scoping Review of Human Trafficking Screening and Response.

Service providers are increasingly asked to identify individuals who are experiencing trafficking and to connect them with resources and support. Nonetheless, identification is complicated by the reality that those who are experiencing trafficking may rarely self-identify, and providers may fail to identify individuals who are experiencing trafficking due to lack of guidance on how to screen for trafficking capably and sensitively. With the aim of guiding practice, we undertook a scoping review to search for and synthesize trafficking screening tools and response protocols. Following the PRISMA extension for Scoping Reviews (PRISMA-ScR), we located 22 screening tools contained in 26 sources. We included any documents that described or tested human trafficking screening tools, screening or identification protocols, response protocols, or guidelines that were published in any year. All documents were abstracted using a standardized form. Key findings showed that most tools were developed by practice-based and non-governmental organizations located in the U.S. and were administered in the U.S. Few screening tools have been rigorously evaluated. The common types of screening questions and prompts included (a) work conditions; (b) living conditions; (c) physical health; (d) travel, immigration, and movement; (e) appearance and presentation; (f) mental health, trauma, and substance abuse; (g) associations and possessions; and (h) arrests and prior involvement with law enforcement. We were not able to locate specific response protocols that provided step-by-step guidance. Nonetheless, the review revealed available practice-based and research-based evidence to help inform guidance concerning how screening and identification of human trafficking may be administered.

A Randomized Trial of Specialty Mental Health Probation: Measuring Implementation and Effectiveness Outcomes.

Although the research on specialty mental health probation (SMHP) is promising, there have been no randomized controlled trials (RCT) of the prototypical model advanced in the research literature and little focus on SMHP implementation. This study assesses the adoption of SMHP in two counties and examines its impact on mental health and criminal justice outcomes. Researchers conducted a RCT within a hybrid implementation-effectiveness study to examine intervention adoption as well as mental health treatment engagement and criminal justice outcomes for 100 individuals with serious mental illnesses on probation in one rural and one urban county in a southeastern state. Randomization produced equivalent treatment (n = 47) and control (n = 53) groups with no statistically significant differences between groups on demographic or background characteristics. Compared to standard probation officers, SMHP officers addressed the mental health needs of individuals with serious mental illness (i.e., adoption) at higher rates (p < 0.001). Compared to individuals on standard caseloads, individuals on SMHP had a higher rate of mental health engagement (e.g., mental health assessment, attending treatment appointment; p < 0.050); however, more individuals on SMHP caseloads had a new crime violation during follow-up compared with individuals on standard caseloads (p < 0.01). In conclusions, results suggest successful adoption of the intervention and increased mental health engagement among those on SMHP caseloads. Results are consistent with the mixed findings on the impact of SMHP on improving criminal justice outcomes.

Physical Health Problems Among People With Severe Mental Illnesses: Race, Gender, and Implications for Practice.

BACKGROUND: Individuals with severe mental illnesses experience high rates of chronic health conditions; however, the extent to which risk of chronic physical health problems varies by race and gender among these individuals is understudied. AIMS: This study examines variations in health problems by race and gender among individuals with severe mental illnesses. METHOD: Administrative data, which included blood pressure, body mass index (BMI), and glycated hemoglobin (HbA1c) values, were obtained from 603 individuals with serious mental illnesses who received integrated health and behavioral health services from a large mental health agency in the Midwest. Bivariate and multivariate statistical models were used to examine variation in physical health problems by race and gender. RESULTS: Compared with men, women with severe mental illnesses were more likely to have BMI levels indicating obesity or morbid obesity (p < .001). Compared with White participants, Black participants were less likely to have high HbA1c levels (p < .001) but were more likely to have high blood pressure (p < .001). Among race and gender groups, Black women were more likely to have high BMI (p < .05), Black men were more likely to have high blood pressure (p < .001), and White men were more likely to have high HbA1c levels (p < .01) when holding constant all other variables. CONCLUSIONS: There is evidence that types and severity of physical health problems among individuals with severe mental illnesses varies by race and gender. Replication of these results and more research is needed to ensure that health-related education and integrated health and behavioral health interventions meet the needs of individuals with serious mental illnesses.

Variation in Criminogenic Risks by Mental Health Symptom Severity: Implications for Mental Health Services and Research.

Although a growing body of literature has demonstrated that justice-involved people with mental illnesses have criminogenic risk factors at similar or elevated rates as compared to justice-involved people without mental illnesses, more information about how criminogenic risks vary by intensity of mental health symptoms is needed. This information is particularly important for probation agencies who supervise the vast majority of justice-involved individuals with mental illnesses and who are increasingly implementing specialty mental health supervision approaches. To this end, this study examines the relationship between criminogenic risk and intensity of self-reported symptoms of mental illnesses among 201,905 individuals on probation from a large southeastern state. Self-report measures of symptoms of mental illnesses were categorized as low, moderate or high and criminogenic risks were compared among the following three groups: (1) those with no or low self-reported symptoms of mental illness; (2) those reporting moderate levels of symptoms; and (3) those reporting high or elevated levels of symptoms. Our findings suggest that the strength of relationships between symptoms of mental illnesses and criminogenic risks varies by type of criminogenic risk. Also, elevated symptoms of mental illness are associated with higher levels of criminogenic risks. More research about interventions that address mental illnesses and criminogenic risks is needed to inform practice and policy.

Social support among people with mental illnesses on probation.

OBJECTIVE: Justice-involved people with mental illnesses, in general, experience poor criminal justice outcomes (i.e., high rates of recidivism and probation revocations) and are at increased risk of homelessness, unemployment, stigma, trauma, and poor physical health. Low social support is repeatedly associated with worse mental health outcomes in the general population but little is known about social support among probationers with serious mental illnesses. METHOD: To address these gaps in the literature, we used an observational cross-sectional study design and data from a large, randomized controlled trial of specialty mental health probation to examine self-reported social support and its relationships with mental health functioning and other outcomes for individuals with serious mental illnesses on supervised probation. RESULTS: Probationers who self-reported lower levels of social support also reported greater mental health symptomatology and reported lower quality relationships with their probation officers. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE: Low social support among probationers with mental illnesses has important implications for mental health and criminal justice practice and policy. Coordinating services between the criminal justice and mental health systems to offer opportunities for social support and meaningful community engagement for those with mental illnesses who are on probation could improve a number of mental health and criminal justice outcomes for this population. Peer support and supported employment services, for example, in addition to outpatient mental health services, could be two strategies that could address social isolation and help individuals living with mental illnesses optimize their recovery and rehabilitation. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

Characteristics and Factors Associated With Intimate Partner Violence-Related Homicide Post-Release From Jail or Prison.

Intimate partner violence (IPV) victimization and perpetration are common experiences among incarcerated people. Despite knowledge regarding the challenges of re-integrating post-release from jail or prison, including an increased risk of homicide victimization, there is a dearth of research focused on IPV-related homicides post-release from a correctional facility. To address this gap, the current study used 2003-2015 data from the National Violent Death Reporting System from 27 states to examine the characteristics and circumstances surrounding IPV-related homicides soon after the homicide victim was released from jail or prison. Of the 126 post-release homicides, 13.5% were related to IPV. Post-release homicides involving either a female victim or perpetrator were more likely to be IPV-related. In the case of many of the IPV-related homicides, there was evidence of prior IPV as well as potential bystanders (including formal and informal supports) who were aware of the risk for IPV escalation and possible lethality. Compared with non-IPV post-release homicides, those related to IPV were more likely to occur in the victim's home, have been immediately preceded by a physical fight, and have occurred by means other than firearm. These findings highlight the importance of enhancing the capacity of correctional facilities and community-based services to assess for and respond to risk of IPV and IPV-related lethality for individuals leaving correctional institutions.

Probation Officers' and Supervisors' Perspectives on Critical Resources for Implementing Specialty Mental Health Probation.

This paper presents the results of a qualitative study designed to explore and identify the resources that probation officers need to implement specialized mental health probation caseloads, a promising practice that enhances mental health treatment engagement and reduces recidivism among people with mental illnesses. Our research team conducted a directed content analysis guided by the Practical, Robust Implementation and Sustainability Model (PRISM) to analyze qualitative interviews with 16 specialty mental health probation officers and their supervising chiefs. Results indicated five components and resources related to multiple PRISM constructs: (1) meaningfully reduced caseload sizes (intervention design), (2) officers' ability to build rapport and individualize probation (organizational staff characteristics), (3) specialized training that is offered regularly (implementation and sustainability infrastructure), (4) regular case staffing and consultation (implementation and sustainability infrastructure), and (5) communication and collaboration with community-based providers (external environment). Agencies implementing specialized mental health probation approaches should pay particular attention to selecting officers and chiefs and establishing the infrastructure to implement and sustain specialty mental health probation.

Preparing Social Workers to Confront Social Injustice and Oppression: Evaluating the Role of Social Work Education.

Since the presidential election of 2016, bias-related incidents, hate-filled rhetoric, and extremist violence have been increasing in the United States. Because social workers are often working with individuals and communities affected by these incidents, practitioners may have increasing responsibility to confront social injustice and oppression. However, limited evidence on the preparedness of social workers to assume this responsibility, particularly among those who are still students, exists. To address this gap, this study used focus group and survey data from the Diversity and Oppression Scale to explore the preparedness of MSW students (N = 22) to confront oppression. Six themes were identified as integral to student experiences in their programs: (1) social worker responsibility to confront oppression, (2) use of dominant group discourse on oppression, (3) variation in faculty preparation and comfort, (4) a focus on knowledge of oppression versus skills and process, (5) role of personal responsibility and experience in student preparation, and (6) strategies to increase student preparedness to confront oppression. Factors identified to enhance students' level of preparedness include faculty opportunities for development, changes to the explicit and implicit curriculum, and creating a formalized way to integrate topics on oppression and diversity into all facets of the curriculum.

Using the Consolidated Framework for Implementation Research to examine implementation determinants of specialty mental health probation.

BACKGROUND: Specialty mental health probation (SMHP) is designed to improve outcomes for the large number of people with serious mental illnesses who are on probation and/or parole. The evidence for specialty mental health probation is promising; however, little is known about the implementation challenges and facilitators associated with SMHP. To address this gap, we used the consolidated framework for implementation research (CFIR) to analyze 26 interviews with stakeholders representing multiple agencies involved in the implementation of SMHP. RESULTS: Results indicate a number of challenges and facilitators related to the inner setting, outer setting, implementation process, and characteristics of individuals. CONCLUSIONS: Findings suggest that complex and cross-sectoral interventions are context-dependent and introduce a number of challenges and facilitators related to multiple CFIR domains. Consequently, agency administrators implementing these types of interventions should consider small pilot studies and develop implementation strategies tailored to the local implementation context.

Persons With Severe Mental Illnesses and Sex Offenses: Recidivism After Prison Release.

Individuals who have committed sex offenses (ISOs) with severe mental illnesses are a complex population to serve and more research is needed to guide practice and policy, especially around community supervision, enrollment in Medicaid, housing, employment, criminal justice contacts, and reincarceration after prison reentry. To further the literature in this area, we used logistic regression to model recidivism and admissions to violator or prison facilities among 127 ISOs with severe mental illnesses and 2,935 people with severe mental illnesses who were incarcerated in prison for other crimes. Compared to prison releasees with severe mental illnesses who committed crimes other than sex offenses, prison releasees with severe mental illnesses who committed sex offenses were admitted to violator facilities at higher rates, when controlling for substance use, Medicaid enrollment, homelessness, and unemployment. Implications for practice, policy and research are discussed.

Intimate Partner Violence and Women with Severe Mental Illnesses: Needs and Challenges from the Perspectives of Behavioral Health and Domestic Violence Service Providers.

Women with severe mental illnesses face high rates of violence victimization, yet little is understood about the unique needs and challenges these women present to the domestic violence and behavioral health agencies that serve them. To help address this knowledge gap, focus groups were conducted with 28 staff members from local behavioral health and domestic violence service agencies. Results from this exploratory study suggest that women with severe mental illnesses who experience intimate partner violence face additional challenges that exacerbate behavioral health and domestic violence issues and put these women at greater risk for continued victimization. DV and behavioral health agency staff experience individual-, provider-, and system-level barriers to serving this high-risk, high-need population. Recommendations and implications for domestic violence and behavioral health providers are discussed.

Statewide mental health training for probation officers: improving knowledge and decreasing stigma.

BACKGROUND: The large and growing number of probationers with mental illnesses pose significant challenges to the probationer officers who supervise them. Stigma towards mental illnesses among probation officers is largely unstudied and the effectiveness of training initiatives designed to educate probation officers about mental illness is unknown. To address these gaps in the literature, we report findings from a statewide mental health training initiative designed to improve probation officers' knowledge of mental illnesses. A single-group pretest posttest design was used and data about stigma towards mental illnesses and knowledge of mental illnesses were collected from 316 probation officers. Data were collected prior to and shortly after officers viewed a series of educational training modules about mental illnesses. RESULTS: Officers' knowledge of mental illnesses increased and officers demonstrated lower levels of stigma towards persons with mental illnesses as evidenced by scores on a standardized scale. CONCLUSION: Mental health education can help decrease stigma and increase knowledge of mental illnesses among probation officers. More research is needed to assess the impact of these trainings on probationers' mental health and criminal justice outcomes.