Staff and Veteran Perspectives on Residential Treatment Programs' Responses to COVID-19: A Qualitative Study Guided by the WHO's After Action Review Framework.

Healthcare must rapidly and systematically learn from earlier COVID-19 responses to prepare for future crises. This is critical for VA's Mental Health Residential Rehabilitation and Treatment Programs (RRTPs), offering 24/7 care to Veterans for behavioral health and/or homelessness. We adapted the World Health Organization's After Action Review (AAR) to conduct semi-structured small-group discussions with staff from two RRTPs and Veterans who received RRTP care during COVID-19, to examine COVID-19's impact on these programs. Six thematic categories emerged through qualitative analysis (participant-checked and contextualized with additional input from program leadership), representing participants' recommendations including: Keep RRTPs open (especially when alternative programs are inaccessible), convey reasons for COVID-19 precautions and programming changes to Veterans, separate recovery-oriented programming from COVID-19-related information-sharing, ensure Wi-Fi availability for telehealth and communication, provide technology training during orientation, and establish safe procedures for off-site appointments. AAR is easily applicable for organizations to debrief and learn from past experiences.

Applying after action review to examine residential treatment programs' responses to COVID-19.

Resurgences of COVID-19 cases are a grave public health concern. Hence, there is an urgent need for health care systems to rapidly and systematically learn from their responses to earlier waves of COVID-19. To meet this need, this article delineates how we adapted the World Health Organization's After Action Review (AAR) framework to use within our health care system of the United States Department of Veterans Affairs. An AAR is a structured, methodical evaluation of actions taken in response to an event (e.g., recent waves of COVID-19). It delivers an actionable report regarding (i) what was expected, (ii) what actually happened, (iii) what went well, and (iv) what could have been done differently, and thus what changes are needed for future situations. We share as an example our examination of Mental Health Residential Rehabilitation and Treatment Programs in Massachusetts (a COVID-19 hotspot). Our work can be further adapted, beyond residential treatment, as a consistent framework for reviewing COVID-19 responses across multiple health care programs. This will identify both standardized and tailored preparations that the programs can make for future waves of the pandemic. Given the expected resurgences of COVID-19 cases, the time to apply AAR is now.

Risk-need-responsivity and its application in behavioral health settings: A feasibility study of a treatment planning support tool.

The risk-need-responsivity (RNR) model suggests several key practices for justice-involved populations under correctional supervision. Behavioral health treatment planning aligned with RNR principles for offender populations with co-occurring mental health and substance use disorders (CODs) could be one method for integrating RNR into clinical care. To explore a unique approach to working with behavioral health and RNR principles, the authors implemented a mixed-methods feasibility study of the acceptability, usability, and utility of a newly developed RNR treatment planning support tool (RNR TST). The tool was implemented in a re-entry program serving adults with co-occurring mental health and opioid use disorders. Chart reviews of RNR TSTs (N = 55) and a focus group (N = 14 re-entry clinical staff) were conducted. Ninety-six percent of the RNR TSTs incorporated the use of a validated risk-need assessment and 70% of the RNR TSTs were semi-complete to complete. Focus group interviews highlighted behavioral health staff perspectives on the acceptability, usability, and utility of the RNR TST. This novel RNR TST has the potential to assist behavioral health providers in integrating RNR principles into treatment planning. Further development and testing are needed to determine its impact on client care and outcomes.

Embedding a Co-occurring Disorders Rehabilitation Intervention in Veterans Courts: A Pilot Study with Male Veterans.

Veterans treatment courts (VTCs) have expanded dramatically despite their limited empirical base. This pilot study examined MISSION-Criminal Justice (CJ), a co-occurring disorders wraparound intervention, delivered alongside two VTCs. Baseline data from 26 male veterans enrolled in two VTCs and MISSION-CJ, and 6-month follow-up data for 18 of the 26 veterans, are presented. Veterans on average were 37.5 years old, 85% Caucasian, had significant histories of criminal justice involvement (14.3 lifetime arrests), had an average of 14.7 years of alcohol use and 9.3 years of illicit drug use, and roughly three-quarters reported mental health symptomatology. At 6-month follow-up, veterans demonstrated improvements in behavioral health, substance use, and criminal justice outcomes. This study demonstrated promising preliminary outcomes of MISSION-CJ in VTCs. A randomized controlled trial is a critical next step to examine whether these outcomes remain consistent with a more rigorous design.

An evidence-based co-occurring disorder intervention in VA homeless programs: outcomes from a hybrid III trial.

BACKGROUND: Evidence-based treatment for co-occurring disorders is needed within programs that serve homeless Veterans to assist with increasing engagement in care and to prevent future housing loss. A specialized co-occurring disorders treatment engagement intervention called Maintaining Independence and Sobriety Through Systems Integration, Outreach and Networking - Veterans Edition (MISSION-Vet) was implemented within the Housing and Urban Development - Veterans Affairs Supportive Housing (HUD-VASH) Programs with and without an implementation strategy called Getting To Outcomes (GTO). While implementation was modest for the GTO group, no one adopted MISSION in the non-GTO group. This paper reports Veteran level outcome data on treatment engagement and select behavioral health outcomes for Veterans exposed to the MISSION-Vet model compared to Veterans without access to MISSION-Vet. METHODS: This hybrid Type III trial compared 81 Veterans in the GTO group to a similar group of 87 Veterans with mental health and substance use disorders from the caseload of staff in the non-GTO group. Comparisons were made on treatment engagement, negative housing exits, drug and alcohol abuse, inpatient hospitalizations, emergency department visits and income level over time, using mixed-effect or Cox regression models. RESULTS: Treatment engagement, as measured by the overall number of case manager contacts with Veterans and others (e.g. family members, health providers), was significantly higher among Veterans in the GTO group (B = 2.30, p = .04). Supplemental exploratory analyses between Veterans who received "higher" and "lower" intensity MISSION-Vet services in the GTO group failed to show differences in alcohol and drug use, inpatient hospitalization and emergency department use. CONCLUSIONS: Despite modest MISSION-Vet fidelity among staff treating Veterans in the GTO group, differences were found in treatment engagement. However, this study failed to show differences in alcohol use, drug use, mental health hospitalizations and negative housing exits over time among those Veterans receiving higher intensity MISSION-Vet services versus low intensity services. This project suggests that MISSION-Vet could be used in HUD-VASH to increase engagement among Veterans struggling with homelessness, a group often disconnected from care. TRIAL REGISTRATION: Clinicaltrials.gov, registration number: NCT01430741 , registered July 26, 2011.

Permanent Supportive Housing and Specialized Co-Occurring Disorders Wraparound Services for Homeless Individuals.

OBJECTIVE: Among individuals experiencing chronic homelessness, there is a high rate of co-occurring mental health and substance use, which has traditionally been addressed through the delivery of permanent supportive housing along with substance use and mental health services. However, this population often has difficulty engaging in treatment for co-occurring disorders, which can result in exacerbation of symptoms and housing loss. Maintaining Independence and Sobriety Through Systems Integration, Outreach, and Networking (MISSION) is a co-occurring mental health and substance use wraparound approach that was pilot-tested alongside Permanent Supportive Housing (PSH) to improve treatment access and engagement. This pilot was part of a state plan to end homelessness in the Boston metro area. METHODS: This open pilot study enrolled 136 individuals who were chronically homeless and offered one year of MISSION along with PSH. Program participants also received baseline and 6- and 12-month follow-up assessments. RESULTS: At one-year follow-up, 82.4% of the program participants were housed in PSH. However, due to limited affordable housing in the Boston metro area, it took on average 6.20 months to house the program participants. Furthermore, while MISSION was feasible to implement alongside PSH, fidelity to the MISSION model was lower than expected. This pilot also examined the role of housing status on clinical outcomes and found that the program participants who were housed at the time of discharge displayed a statistically significant improvement in emergency room visits for mental health complaints, the Psychosis subscale of the Behavior and Symptom Identification Scale (BASIS-32), illegal drug use, and pharmacotherapy treatment. CONCLUSIONS: This pilot study demonstrated that systematically integrating PSH and MISSION can improve access and engagement in care, housing retention, and mental health outcomes. Despite the preliminary success and while taking into account the limitations of the open single-group pre/post design, this study also identified the lack of affordable housing as a potential barrier to placement as well as the critical role of housing for improved clinical outcomes. Randomized controlled trials are needed to test MISSION with PSH as well as perhaps PSH with and without MISSION to tease apart the effects of integrating both approaches simultaneously.

Gambling involvement indicative of underlying behavioral and mental health disorders.

BACKGROUND AND OBJECTIVES: In spite of increased gambling opportunities, risk factors associated with recreational gambling remain poorly understood. This study assessed behavioral risk factors associated with frequency of recreational gambling. METHODS: Data were derived from the 2013 Massachusetts Behavioral Risk Factor Surveillance System. Gambling frequency was divided into two or more times per week, 1-4 times a month, less than 10 times in total, and not at all. Health risk behaviors included smoking, drinking, obesity, seat belt use, and sleep patterns. Multivariate logistic regression was used to assess relationships between overall gambling participation and gambling frequency and behavioral risk behaviors. Final analytical sample included 3,988 survey respondents. Statistical analyses were performed using STATA. RESULTS: Significant differences exist in the socio-demographic characteristics of recreational gamblers. Highest gambling frequency is associated with increased odds of alcohol consumption (ie, having at least one alcohol drink during the past 30 days) (OR 1.9; p < .05), binge drinking (ie, having five or more alcohol drinks at least once during the past 30 days) (OR 3.7; p < .001), and tobacco use (ie, having smoked at least 100 cigarettes in a lifetime) (OR 3.4; p < .001). The odds of having fourteen days of poor mental health are twofold for recreational gamblers who gamble two or more times per week (OR 2.2; p < .05). CONCLUSION AND SCIENTIFIC SIGNIFICANCE: Differing behavioral and mental health risk factors emerge among recreational gamblers by gambling frequency. Gambling frequency may be a better proxy for assessing the risk of developing gambling related behavioral disorders than overall endorsement of gambling participation.

Integrating Permanent Supportive Housing and Co-Occurring Disorders Treatment for Individuals Who Are Homeless.

OBJECTIVES: While permanent housing, addictions, and mental health treatment are often critical needs to achieve housing stability and community reintegration, few studies have systematically integrated them into a single comprehensive approach for people experiencing chronic homelessness. This pilot study examined the feasibility and preliminary outcomes of systematically integrating permanent supportive housing and an evidence-based co-occurring disorders intervention called Maintaining Independence and Sobriety Through Systems Integration, Outreach, and Networking (MISSION). METHODS: This single-group open pilot enrolled 107 people with co-occurring disorders experiencing chronic homelessness from two Massachusetts inner-city and rural areas. Enrolled subjects were interested in receiving permanent supportive housing along with 1 year of MISSION services. Data were collected through baseline and 6- and 12-month follow-up assessments. RESULTS: Participants (Mage = 49.52 years, SD = 10.61) were mostly male (76.6%), Caucasian (52.3%), and unemployed (86.0%), with an average of 8.34 years (SD = 8.01) of homelessness. Self-reported lifetime problems with anxiety (75.7%) and depression (76.6%) were common, as was use of alcohol (30.8%), cannabis (31.8%), and cocaine (15.9%). Almost all participants (95.3%) were placed into permanent housing, which took on average 42.6 days from enrollment (SD = 50.09). Among those placed, nearly 80% of the clients were able to retain housing through the end of the study. Overall retention was high, with 86.0% remaining in MISSION treatment until the end of the study. While there were no significant changes in rehospitalization, service utilization, or substance use, there were modest significant mental health symptom improvements from baseline to program completion. CONCLUSIONS: This pilot study suggests that co-occurring disorder interventions like MISSION are feasible to integrate with permanent supportive housing despite the somewhat differing philosophies, and preliminary data suggested substantial improvements in housing and modest improvements in mental health symptoms. While caution is warranted given the lack of a comparison group, these findings are consistent with other rigorous studies using MISSION among homeless individuals who did not receive permanent supportive housing.

The potential for health-related uses of mobile phones and internet with homeless veterans: results from a multisite survey.

BACKGROUND: Addressing the health needs of homeless veterans is a priority in the United States, and, although information technologies can potentially improve access to and engagement in care, little is known about this population's use of information technologies or their willingness to use technologies to communicate with healthcare providers and systems. MATERIALS AND METHODS: This study fills this gap through a survey of homeless veterans' use of information technologies and their attitudes about using these technologies to assist with accessing needed healthcare services. RESULTS: Among the 106 homeless veterans surveyed, 89% had a mobile phone (one-third were smartphones), and 76% used the Internet. Among those with a mobile phone, 71% used text messaging. Nearly all respondents (93%) were interested in receiving mobile phone reminders (text message or phone call) about upcoming medical appointments, and a similar proportion (88%) wanted mobile phone outreach asking if they would like to schedule an appointment if they had not been seen by a health provider in over a year. In addition, respondents already used these technologies for information and communication related to health, housing, and jobs. CONCLUSIONS: These findings suggest new avenues for communication and health interventions for hard-to-reach homeless veterans.

The feasibility of wildlife immersion experiences for Veterans with PTSD.

Introduction: Animal-assisted interventions (AAI) offer potential physical and psychological health benefits that may assist Veterans with post-traumatic stress disorder. However, more feasibility studies are needed regarding intervention details, adverse events, reasons for study withdrawal, and animal welfare. Methods: This mixed methods feasibility trial involved a modified crossover study in which Veterans with PTSD/PTSD symptoms were provided a series of 8 nature and wildlife immersion experiences to evaluate feasibility and preliminary efficacy. The sample included 19 Veterans with PTSD/PTSD symptoms who were followed for a mean of 15.1 weeks. The intervention was comprised of a baseline forest walk, assisting with wildlife rehabilitation, observation in a wildlife sanctuary, and bird watching. Post study bird feeders were provided for sustainability. Results: This AAI nature/wildlife immersion intervention was feasible, acceptable, and safe to administer to Veterans with PTSD/PTSD symptoms with appropriate support. Logistical and relational facilitators were identified that supported the wildlife immersion activities. Participants reported greatly enjoying the activities. Attention to animal welfare and care was an important ethical foundation that also contributed to feasibility. Discussion: AAI immersion experiences with wildlife are feasible and can safely be administered to Veterans with PTSD/PTSD symptoms. Logistical and relational facilitators are important to support nature and wildlife immersion activities.

Facilitators and barriers to collaboration between drug courts and community-based medication for opioid use disorder providers.

INTRODUCTION: Access to medications for opioid use disorder (MOUD) is limited for individuals in drug courts - programs that leverage sanctions for mandatory substance use treatment. Drug courts rely on community agencies to provide MOUD. However, relationships with MOUD agencies, which impact access to treatment, are understudied. We examined barriers and facilitators from drug court staffs' perspectives to understand how to enhance collaborations with MOUD providers. METHODS: Drug court staff (n = 21) from seven courts participated in semi-structured interviews about their experience in collaborating with MOUD providers. Interviews were informed by the Consolidated Framework for Implementation Research. Inductive (theory-based) and deductive (ground-up) approaches were used for analyses. RESULTS: Facilitator and barrier themes centered around the needs and resources of drug court participants, external policies such MOUD access in jails, networking with external agencies, and beliefs about MOUD providers. Drug court staff preferred working with agencies that offered MOUD alongside comprehensive services. Drug courts benefited when jails offered MOUD in-house and facilitated community referrals. Existing relationships with providers and responsive communication eased referrals and served to educate the courts about MOUD. Barriers included logistical limitations (limited hours, few methadone providers) and inadequate communication patterns between providers and drug court staff. A lack of confidence in providers' prescribing practices and concerns around perceived overmedication of participants impacted referrals, interagency collaboration, and further burdened the participants. CONCLUSIONS: Collaboration between drug courts and MOUD providers was driven by patient needs, external policies, communication patterns, and perceptions. Interventions to increase access MOUD for drug court participants will need to incorporate collaboration strategies while considering the unique features of drug courts.

Testing implementation facilitation for uptake of an evidence-based psychosocial intervention in VA homeless programs: A hybrid type III trial.

BACKGROUND: Healthcare systems face difficulty implementing evidence-based practices, particularly multicomponent interventions. Additional challenges occur in settings serving vulnerable populations such as homeless Veterans, given the population's acuity, multiple service needs, and organizational barriers. Implementation Facilitation (IF) is a strategy to support the uptake of evidence-based practices. This study's aim was to simultaneously examine IF on the uptake of Maintaining Independence and Sobriety Through Systems Integration, Outreach and Networking-Veterans Edition (MISSION-Vet), an evidence-based multicomponent treatment engagement intervention for homeless Veterans with co-occurring mental health and substance abuse, and clinical outcomes among Veterans receiving MISSION-Vet. METHODS: This multi-site hybrid III modified stepped-wedge trial involved seven programs at two Veterans Affairs Medical Centers comparing Implementation as Usual (IU; training and educational materials) to IF (IU + internal and external facilitation). RESULTS: A total of 110 facilitation events averaging 27 minutes were conducted, of which 85% were virtual. Staff (case managers and peer specialists; n = 108) were trained in MISSION-Vet and completed organizational readiness assessments (n = 77). Although both sites reported being willing to innovate and a desire to improve outcomes, implementation climate significantly differed. Following IU, no staff at either site conducted MISSION-Vet. Following IF, there was a significant MISSION-Vet implementation difference between sites (53% vs. 14%, p = .002). Among the 93 Veterans that received any MISSION-Vet services, they received an average of six sessions. Significant positive associations were found between number of MISSION-Vet sessions and outpatient treatment engagement measured by the number of outpatient visits attended. CONCLUSIONS: While staff were interested in improving patient outcomes, MISSION-Vet was not implemented with IU. IF supported MISSION-Vet uptake and increased outpatient service utilization, but MISSION-Vet still proved difficult to implement particularly in the larger healthcare system. Future studies might tailor implementation strategies to organizational readiness. TRIAL REGISTRATION: ClinicalTrials.gov, NCT02942979.

Pilot examination of stress, heart rate variability, and alcohol craving and use among female veterans.

Rates of alcohol use disorder (AUD) are increasing among civilian and veteran populations of women in the United States, and stress pathophysiology (i.e., abnormal acute and long-term change in physiological responses to stress) is central to the maintenance of alcohol misuse within this population. Heart rate variability (HRV) is one measure of stress regulation that may help to explain the association of stress with alcohol misuse among women. In the current analysis of pilot data, 20 women veterans attended an in-person laboratory session and completed 35 daily assessments of their alcohol use and craving. During the lab session, the effects of a stress induction procedure on self-reported alcohol craving and HRV were assessed. HRV was continuously measured and indexed in the time domain, using the root mean square of successive differences between normal heartbeats (RMSSD). Alcohol craving and use during the longitudinal 35-day study period were measured via self-report questionnaires sent to participants' phones. Results indicated that resting HRV in the lab was positively associated with odds of daily craving. Moreover, HRV during the stressor, as measured in lab, was positively associated with (1) overall alcohol craving in the lab (i.e., with resting and post-stress craving), and (2) number of daily drinks during the 35-day study period. This pilot study suggests the potential role of HRV in response to stressors in predicting alcohol craving and use among female veterans. It provides pilot data for research on stress-reactive HRV as a biomarker for alcohol misuse among women, and discusses directions for future research.

Targeting women veteran's stress-induced drinking with cognitive reappraisal: Mechanisms and moderators of change.

Emotion dysregulation mediates the effects of stress on drinking among individuals with co-occurring emotional and alcohol use disorders (AUD). The current study examined the effects of cognitive reappraisal (CR), an adaptive emotion regulation strategy, on mechanisms that contribute to drinking (alcohol craving, inhibitory control) among 50 women veterans. In session one, participants were randomized to one of two 50-min "microinterventions", either to learn a CR coping strategy or receive non-therapeutic psychoeducation control. In session two, all participants underwent a personalized stress induction, after which women in the experimental condition were instructed to use CR to reduce stress, while those in the control group were instructed to sit quietly. Craving and inhibitory control were measured at post-stress induction and after using CR/sitting quietly. Moderating effects of AUD, depression, and PTSD severity were assessed. Craving and inhibitory control improved among women in both conditions (CR or sitting quietly), with no main effect of condition. Condition by AUD severity had a significant interaction effect (b = 0.018, p = .013), whereby women with more severe AUD had greater decreases in craving after sitting quietly, and women with less severe AUD had greater decreases in craving after CR. The opposite pattern was observed for inhibitory control (b = 6.45, p = .004), with women with less severe AUD having greater decreases in inhibitory control after sitting quietly, and women with more severe AUD having greater decreases in inhibitory control after CR. Results highlight CR's immediate effects on alcohol-related outcomes and the important role of symptom severity.

Trauma-related differences in socio-emotional functioning predict housing and employment outcomes in homeless veterans.

RATIONALE: Mental health and substance use disorders are strong risk factors for homelessness. Understanding the role of transdiagnostic factors could help inform efforts to reduce homelessness among veterans with a range of disorders. Homeless veterans have high rates of trauma exposure, which can result in the depletion of social and emotional resources that may contribute to housing and employment stability. In this study, we evaluated the role of problems with emotional lability and interpersonal closeness as transdiagnostic socio-emotional factors that might interfere with efforts to achieve housing and employment stability. METHODS: The sample consisted of 346 homeless veterans with co-occurring disorders that were admitted to a U.S. Department of Veterans Affairs (VA) residential treatment program between 2004 and 2009. Assessments were conducted at treatment entry (baseline) and two follow-up timepoints (6- and 12-months). Variables used in the current analyses included history of interpersonal trauma exposure, emotional lability and interpersonal closeness at baseline and 6-months, and homelessness and employment problems during follow-up. Data were analyzed using structural equation modeling and counterfactually-defined mediation effects. RESULTS: Veterans exposed to more trauma types experienced more baseline impairment and less improvement during treatment in emotional lability and interpersonal closeness. Problems with interpersonal closeness mediated 73% of the relationship between exposure to multiple traumas and homelessness, and 32%-61% of the relationship between trauma exposure and employment problems. Emotional lability mediated 36% of the relationship between exposure to multiple traumas and employment problems. Decomposition of indirect pathways revealed that indirect effects were primarily transmitted through changes during treatment, and not baseline levels. CONCLUSION: Findings support a cumulative effect of trauma on persistence of socio-emotional deficits across treatment, which increased risk of homelessness and employment problems during follow-up. Greater attention and more targeted efforts should be directed at helping trauma-exposed veterans build socio-emotional resources during treatment.

Risk Factors Associated With Nonfatal Opioid Overdose Leading to Intensive Care Unit Admission: A Cross-sectional Study.

BACKGROUND: Opioid overdose (OD) and related deaths have significantly increased in the United States over the last 2 decades. Existing studies have mostly focused on demographic and clinical risk factors in noncritical care settings. Social and behavioral determinants of health (SBDH) are infrequently coded in the electronic health record (EHR) and usually buried in unstructured EHR notes, reflecting possible gaps in clinical care and observational research. Therefore, SBDH often receive less attention despite being important risk factors for OD. Natural language processing (NLP) can alleviate this problem. OBJECTIVE: The objectives of this study were two-fold: First, we examined the usefulness of NLP for SBDH extraction from unstructured EHR text, and second, for intensive care unit (ICU) admissions, we investigated risk factors including SBDH for nonfatal OD. METHODS: We performed a cross-sectional analysis of admission data from the EHR of patients in the ICU of Beth Israel Deaconess Medical Center between 2001 and 2012. We used patient admission data and International Classification of Diseases, Ninth Revision (ICD-9) diagnoses to extract demographics, nonfatal OD, SBDH, and other clinical variables. In addition to obtaining SBDH information from the ICD codes, an NLP model was developed to extract 6 SBDH variables from EHR notes, namely, housing insecurity, unemployment, social isolation, alcohol use, smoking, and illicit drug use. We adopted a sequential forward selection process to select relevant clinical variables. Multivariable logistic regression analysis was used to evaluate the associations with nonfatal OD, and relative risks were quantified as covariate-adjusted odds ratios (aOR). RESULTS: The strongest association with nonfatal OD was found to be drug use disorder (aOR 8.17, 95% CI 5.44-12.27), followed by bipolar disorder (aOR 2.69, 95% CI 1.68-4.29). Among others, major depressive disorder (aOR 2.57, 95% CI 1.12-5.88), being on a Medicaid health insurance program (aOR 2.26, 95% CI 1.43-3.58), history of illicit drug use (aOR 2.09, 95% CI 1.15-3.79), and current use of illicit drugs (aOR 2.06, 95% CI 1.20-3.55) were strongly associated with increased risk of nonfatal OD. Conversely, Blacks (aOR 0.51, 95% CI 0.28-0.94), older age groups (40-64 years: aOR 0.65, 95% CI 0.44-0.96; >64 years: aOR 0.16, 95% CI 0.08-0.34) and those with tobacco use disorder (aOR 0.53, 95% CI 0.32-0.89) or alcohol use disorder (aOR 0.64, 95% CI 0.42-1.00) had decreased risk of nonfatal OD. Moreover, 99.82% of all SBDH information was identified by the NLP model, in contrast to only 0.18% identified by the ICD codes. CONCLUSIONS: This is the first study to analyze the risk factors for nonfatal OD in an ICU setting using NLP-extracted SBDH from EHR notes. We found several risk factors associated with nonfatal OD including SBDH. SBDH are richly described in EHR notes, supporting the importance of integrating NLP-derived SBDH into OD risk assessment. More studies in ICU settings can help health care systems better understand and respond to the opioid epidemic.

Implementing a complex psychosocial intervention for unstably housed Veterans: A realist-informed evaluation case study.

Background: Only 7% of individuals with co-occurring mental health and substance use disorder (COD) receive services for both conditions. We implemented and evaluated maintaining independence and sobriety through systems integration, outreach and networking-Veteran's edition (MISSION-Vet), an evidence-based manualized psychosocial intervention for Veterans with CODs. This paper identifies the generative mechanisms that explain "how, for whom, and under what conditions" MISSION-Vet adoption, implementation, and fidelity work when applied in a complex adaptive system with facilitation support. Methods: Within two VA healthcare systems (Sites A and B), a hybrid III trial tested facilitation to implement MISSION-Vet. We conducted a two-site case study based on 42 semi-structured consolidated framework for implementation research (CFIR) guided interviews with site leadership, implementers (social workers, peer specialists), and team members (facilitators, site leads). Interviews were coded and CFIR constructs used to generate "Context + Mechanism = Outcome" configurations to understand the conditions of MISSION-Vet adoption, implementation, and fidelity. Results: Site A was low, and Site B was high in adoption, implementation, and fidelity. Adoption hesitancy/eagerness (outcome) resulted from the interaction of "external policy" (context) dampening/encouraging a "tension for change" (mechanism). Implementation intensity (outcome) was based on how "peer pressure" or practice culture (context) activated staff "self-efficacy" (mechanism) to engage with MISSION-Vet and appraise its "relative advantage" over current practices (mechanism). Fidelity relied on how "staffing structure and availability" (context) activated/muted "facilitation" (mechanism) to result in strategy and intervention adaptation (outcome). Conclusions: We delineated how specific contexts activated certain mechanisms to drive the different stages of implementation of a multi-faceted COD treatment intervention. Trial registration: ClinicalTrials.gov, NCT02942979. Plain language abstract: Implementation is inherently dynamic and influenced by interdependent factors operating at the individual, organizational, and system levels. This is especially true for complex interventions addressing co-occurring mental health and substance use disorders because such interventions involve multiple treatment modalities delivered simultaneously, in busy practice settings, with challenging populations. This paper pairs consolidated framework for implementation research (CFIR) constructs with a realist evaluation approached to generate configurations important to the adoption, implementation, and adaptation stages of a highly complex intervention addressing the behavioural health and housing needs of a vulnerable population. Each configuration describes how contextual factors trigger mechanisms to generate implementation outcomes and answers "what works for whom, in what circumstances and in what respects, and how?" These findings further our understanding of possible mechanisms of change and push us to be more precise about identifying causal relationships among constructs that contribute to the success of implementing complex interventions. This work also moves us to think theoretically and methodologically in a more dynamic fashion, thereby leading to more responsive implementation practice.

Pharmacological treatment of schizophrenia and co-occurring substance use disorders.

Substance abuse among individuals with schizophrenia is common and is often associated with poor clinical outcomes. Comprehensive, integrated pharmacological and psychosocial treatments have been shown to improve these outcomes. While a growing number of studies suggest that second-generation antipsychotic medications may have beneficial effects on the treatment of co-occurring substance use disorders, this review suggests that the literature is still in its infancy. Few existing well controlled trials support greater efficacy of second-generation antipsychotics compared with first-generation antipsychotics or any particular second-generation antipsychotic. This article focuses on and reviews studies involving US FDA-approved medications for co-occurring substance abuse problems among individuals with schizophrenia.Comprehensive treatment for individuals with schizophrenia and co-occurring substance use disorders must include specialized, integrated psychosocial intervention. Most approaches use some combination of cognitive-behavioural therapy, motivational enhancement therapy and assertive case management. The research on antipsychotic and other pharmacological treatments is also reviewed, as well as psychosocial treatments for individuals with schizophrenia and co-occurring substance use disorders, and clinical recommendations to optimize care for this population are offered.

The phenomenon of drug craving.

The phenomenology of drug craving has become the focus of much research within addictive disorders because of the belief that desire plays a role in maintaining the addiction. Many of the studies have focused on the activation of neural pathways, particularly within the dopamine system in response to specific events or stimuli. While many of these studies have focused on a particular drug of choice, little has been done across addictive disorders. This article will present and review phenomena that induce drug craving, as well as delineate precise neural pathways which are activated during craving and specific neurobiological markers which are associated with an increased risk for drug craving and other forms of addictive behavior.

Overdose risk for veterans receiving opioids from multiple sources.

OBJECTIVES: The aim of this study was to evaluate whether veterans in Massachusetts receiving opioids and/or benzodiazepines from both Veterans Health Administration (VHA) and non-VHA pharmacies are at higher risk of adverse events compared with those receiving opioids at VHA pharmacies only. STUDY DESIGN: A cohort study of veterans who filled a prescription for any Schedule II through V substance at a Massachusetts VHA pharmacy. Prescriptions were recorded in the Massachusetts Department of Public Health Chapter 55 data set. METHODS: The study sample included 16,866 veterans residing in Massachusetts, of whom 9238 (54.8%) received controlled substances from VHA pharmacies only and 7628 (45.2%) had filled prescriptions at both VHA and non-VHA pharmacies ("dual care users") between October 1, 2013, and December 31, 2015. Our primary outcomes were nonfatal opioid overdose, fatal opioid overdose, and all-cause mortality. RESULTS: Compared with VHA-only users, more dual care users resided in rural areas (12.6% vs 10.6%), received high-dose opioid therapy (26.3% vs 7.3%), had concurrent prescriptions of opioids and benzodiazepines (34.8% vs 8.2%), and had opioid use disorder (6.8% vs 1.6%) (P <.0001 for all). In adjusted models, dual care users had higher odds of nonfatal opioid overdose (odds ratio [OR], 1.29; 95% CI, 0.98-1.71) and all-cause mortality (OR, 1.66; 95% CI, 1.43-1.93) compared with VHA-only users. Dual care use was not associated with fatal opioid overdoses. CONCLUSIONS: Among veterans in Massachusetts, receipt of opioids from multiple sources was associated with worse outcomes, specifically nonfatal opioid overdose and mortality. Better information sharing between VHA and non-VHA pharmacies and prescribers has the potential to improve patient safety.