Association between socioeconomic and motherhood characteristics with receiving community-based treatment services among justice-involved young female drug users: a retrospective cohort study in Taiwan.

BACKGROUND: Drug-involved individuals who contact treatment services in Taiwan are mostly driven by criminal justice systems either as an alternative or adjunct to criminal sanctions for a drug offence. With a focus on justice-involved young female drug users, the present study examines the extent to which socioeconomic and motherhood characteristics are associated with receiving deferred prosecution, a scheme diverting drug offenders to community-based addiction treatment. METHODS: We identified a cohort of 5869 women under the age of 30 arrested for using Schedule II drugs (primarily amphetamine-like stimulants) from the 2011-2017 National Police Criminal Records in Taiwan. Information concerning socioeconomic characteristics, pregnancy and live birth history, and deferred prosecution was obtained through linkage with the 2006-2019 National Health Insurance, birth registration, and deferred prosecution datasets. Multinomial logistic regression was used to evaluate the association with stratification by recidivism status. RESULTS: Within six months of arrest, 21% of first-time offenders (n = 2645) received deferred prosecution and 23% received correction-based rehabilitation; the corresponding estimates for recidivists (n = 3224) were 6% and 15%, respectively. Among first-time offenders, low/unstable income was associated with lower odds of deferred prosecution (adjusted odds ratio [aOR] = 0.71; 95% CI: 0.58, 0.88). For recidivists, those with low/unstable income (aOR = 1.58) or unemployment (aOR = 1.58) had higher odds of correction-based rehabilitation; being pregnant at arrest was linked with reduced odds of deferred prosecution (aOR = 0.31, 95% CI: 0.13, 0.71) and correction-based rehabilitation (aOR = 0.50, 95% CI: 0.32, 0.77). CONCLUSIONS: For the young women arrested for drug offences, disadvantaged socioeconomic conditions were generally unfavored by the diversion to treatment in the community. Childbearing upon arrest may lower not only the odds of receiving medical treatment but also correctional intervention. The criminal prosecution policy and process should be informed by female drug offenders' need for treatment and recovery.

PrEP facilitators and barriers in substance use bridge clinics for women who engage in sex work and who use drugs.

BACKGROUND: Women who engage in sex work and use drugs (WSWUD) experience disproportionate HIV risks. Substance use treatment bridge clinics offer an opportunity to increase HIV pre-exposure prophylaxis (PrEP) delivery to WSWUD, but research on best practices is lacking. Therefore, we explored facilitators and barriers to PrEP across the PrEP care continuum in these settings. METHODS: Bridge clinic and affiliated harm reduction health service providers and WSWUD from Boston were recruited using passive and active outreach between December 2021 and August 2022. Participants were invited to take part in semi-structured phone or in-person interviews to explore HIV prevention and PrEP care experiences overall and within bridge clinic settings. Deductive codes were developed based on HIV risk environment frameworks and the Information-Motivation-Behavioral Skills model and inductive codes were added based on transcript review. Grounded content analysis was used to generate themes organized around the PrEP care continuum. RESULTS: The sample included 14 providers and 25 WSWUD. Most WSWUD were aware of PrEP and more than half had initiated PrEP at some point. However, most who initiated PrEP did not report success with daily oral adherence. Providers and WSWUD described facilitators and barriers to PrEP across the steps of the care continuum: Awareness, uptake, adherence, and retention. Facilitators for WSWUD included non-stigmatizing communication with providers, rapid wraparound substance use treatment and HIV services, having a PrEP routine, and service structures to support PrEP adherence. Barriers included low HIV risk perceptions and competing drug use and survival priorities. Provider facilitators included clinical note templates prompting HIV risk assessments and training. Barriers included discomfort discussing sex work risks, competing clinical priorities, and a lack of PrEP adherence infrastructure. CONCLUSION: WSWUD and bridge clinic providers favored integrated HIV prevention and substance use services in harm reduction and bridge clinic settings. Harm reduction and bridge clinic programs played a key role in HIV prevention and PrEP education for WSWUD. Effective behavioral and structural interventions are still needed to improve PrEP adherence for WSWUD.

Extracting patient lifestyle characteristics from Dutch clinical text with BERT models.

BACKGROUND: BERT models have seen widespread use on unstructured text within the clinical domain. However, little to no research has been conducted into classifying unstructured clinical notes on the basis of patient lifestyle indicators, especially in Dutch. This article aims to test the feasibility of deep BERT models on the task of patient lifestyle classification, as well as introducing an experimental framework that is easily reproducible in future research. METHODS: This study makes use of unstructured general patient text data from HagaZiekenhuis, a large hospital in The Netherlands. Over 148 000 notes were provided to us, which were each automatically labelled on the basis of the respective patients' smoking, alcohol usage and drug usage statuses. In this paper we test feasibility of automatically assigning labels, and justify it using hand-labelled input. Ultimately, we compare macro F1-scores of string matching, SGD and several BERT models on the task of classifying smoking, alcohol and drug usage. We test Dutch BERT models and English models with translated input. RESULTS: We find that our further pre-trained MedRoBERTa.nl-HAGA model outperformed every other model on smoking (0.93) and drug usage (0.77). Interestingly, our ClinicalBERT model that was merely fine-tuned on translated text performed best on the alcohol task (0.80). In t-SNE visualisations, we show our MedRoBERTa.nl-HAGA model is the best model to differentiate between classes in the embedding space, explaining its superior classification performance. CONCLUSIONS: We suggest MedRoBERTa.nl-HAGA to be used as a baseline in future research on Dutch free text patient lifestyle classification. We furthermore strongly suggest further exploring the application of translation to input text in non-English clinical BERT research, as we only translated a subset of the full set and yet achieved very promising results.

Market Factors Associated with Comprehensive Behavioral Health Crisis Care Availability: A Resource Dependence Theory Study.

Behavioral health crisis care (BHCC) is a care delivery model for individuals experiencing acute distress related to a mental health or substance use disorder. We examined market factors associated with comprehensive BHCC availability using 2022 data on mental health treatment facilities (n = 9385) obtained from the Substance Abuse and Mental Health Services Administration. We aggregated facility-level data by county (n = 3142) and merged with county-level market factors. Logistic regression models were used to examine the adjusted associations between market factors and BHCC availability. We found that 468 (14.9%) counties had at least one mental health treatment facility offering comprehensive BHCC services. Specifically, counties with more mental health providers (Adjusted Odds Ratio = 2.26, Confidence Interval = 1.32-3.86) and metropolitan counties (AOR = 3.26, CI = 1.95-5.43) had higher odds of having a comprehensive BHCC facility. Our findings highlight the importance of developing the mental health workforce to increase BHCC availability and a need to address disparities in rural counties.

Bodily sensations and quality of life in adolescents with non-cardiac chest pain: a comparative study for the undetermined part of a frequent health problem.

BACKGROUND: Chest pain in adolescents represents a considerable burden for health services and is rarely associated with cardiac disease. Since chest pain could be related to psychosocial factors there is a need for exploring the relationships among stressful situations, drug consumption, suicidal behaviors, accompanying bodily symptoms and health-related quality of life in adolescents with non-cardiac chest pain. METHODS: In this study, we assessed these determinants in 108 adolescents with non-cardiac chest pain (NCCP) and a control group of 77 patients using a structured interview applied to the patients presented to the cardiology outpatient clinics of Tepecik Training and Research Hospital, Izmir, Türkiye, between 30 October 2018 and 30 June 2019. After the interview, the adolescents were given a self-administered pediatric quality of life inventory and the body sensations questionnaire for assessing aspects of fear. RESULTS: Adolescents with NCCP expressed more panic associated bodily symptoms and reported worse subjective physical, academic, and emotional functioning in addition to more suicidal ideation. CONCLUSIONS: NCCP could be accepted as a warning sign of an underlying psychosocial problem and requires a more interdisciplinary collaborative care by pediatricians, psychologists, and psychiatrists.

The working alliance inventory - short version: psychometric properties of the patient and therapist form in youth mental health and addiction care.

The therapeutic alliance is considered to play an important role in youth treatment. The commonly used versions of the Working Alliance Inventory (WAI) are based on Bordin's three-dimensional alliance model. However, previous psychometric studies of the WAI did not find this three-dimensional structure in youth psychotherapy. These earlier findings may indicate different perceptions of the alliance by adolescent versus adult patients, but may also be due to methodological shortcomings. The current study aims to address previous study limitations by evaluating the factor structure of the short version of the WAI (WAI-S) in youth treatment in multilevel analysis to address the hierarchical structure of the alliance data. We examined the psychometric properties of the patient (n = 203) and therapist (n = 62) versions of the WAI-S in youth mental health and addiction care and tested four multilevel models of alliance at start of treatment and 2-month follow-up. Our results suggests a two-factor model for youth and a three-dimensional model for their therapist at both time points. Since this is the first study that finds a best fit for a two-dimensional construct of alliance in youth, more research is needed to clarify whether the differences in alliance dimensions are due to measurement differences between the WAI-S for youth and therapists or whether youth and their therapists truly differ in their perceptions of the concept of alliance.

Experiences of sexist discrimination as a potential explanatory factor for alcohol and drug misuse among Latina young adult women.

RATIONALE: Marianismo beliefs, or traditional female gender role beliefs among Latinas, have been found to serve as risk or protective factors linked with health risk behaviors in prior studies, including alcohol and drug misuse. However, limited research has examined potential factors that may contribute to or explain these associations. Sexist discrimination, which can serve as a significant stressor that may contribute to substance misuse, is one potential factor that may link marianismo beliefs and substance misuse among Latina young adult women. OBJECTIVE: This study examined sexism as a potential mediator of hypothesized negative associations between five marianismo beliefs (Family Pillar, Virtuous and Chaste, Subordinate to Others, Silencing Self to Maintain Harmony, and Spiritual Pillar) and alcohol and drug misuse using structural equation modeling. METHOD: Participants included 611 cisgender Latina full-time college student young adult women in the U.S. ages 18-26 who participated in an online cross-sectional survey about their health and behaviors. RESULTS: Results delineated experiences of sexism as a significant risk factor for alcohol and drug misuse and as a potential explanatory factor that may partly explain associations between certain marianismo beliefs (i.e., Virtuous and Chaste beliefs) and substance misuse. Specifically, experiences of sexism partially accounted for the negative association between endorsement of the Virtuous and Chaste belief and increased alcohol and drug misuse among Latina young adults. CONCLUSIONS: Prevention and intervention efforts should take a culturally responsive, gender-informed approach to address substance misuse among Latina young adults and address the negative influence of sexism on health.

Predictors of Criminal Sentiments Scale-Modified Scores in Outpatients with Legal System Involvement.

The Criminal Sentiments Scale-Modified (CSS-M) has been widely used as a measure of criminal attitudes. This analysis examined CSS-M scores in a large sample of outpatients with serious mental illnesses and a criminal legal system history. We compared total and subscale scores in our sample to scores from two other previously published U.S. studies in which the CSS-M was used, and evaluated associations between total CSS-M score and nine variables (age, educational attainment, gender, race, marital status, employment status, diagnostic category, substance use disorder comorbidity, and adverse childhood experiences (ACE) score). Scores were higher than in two prior U.S. studies involving other types of samples. Independently significant predictors of higher CSS-M scores included being younger (P < .001), having a higher ACE score (P < .001), being male (P = 03), not identifying as White (P < 001), not having a psychotic disorder (P < 001), and having a comorbid substance use disorder (P = 002). Future research should test the hypothesis that these factors increase risk for arrest and that arrest events, and subsequent criminal legal system involvement, are characterized by negative experiences and perceptions of poor procedural justice, which in turn underpin the negative opinions referred to as "criminal sentiments" or criminal attitudes.

Drogue, violence et résilience : consommateurs de drogue en cure et anciens délinquants violents à Dakar.

In Senegal, violent delinquency and illicit drug use are on the increase. This study focuses on two distinct groups: drug users (DUs) undergoing rehabilitation and violent ex-offenders (VEs). The methodology adopted includes a quantitative survey of the general population (n=1009), followed by a qualitative survey of fifteen participants, including eight DUs undergoing treatment at the Centre de prise en charge intégrée des addictions de Dakar (CEPIAD) (Integrated Addictions Management Center of Dakar) and the Centre Jacques Chirac de Thiaroye, and seven former VEs from the Grand Yoff district. This neighborhood, known for its violence, is juxtaposed with the Grand Yoff social housing estate, a residential area also affected by outbreaks of violence. This study aims to establish the link(s) between drug use and criminal violence by analyzing the life stories of young adults who have managed to leave drug use and delinquency behind. It then looks to identify the determinants of resilience in certain young people. The study revealed delinquent violence among young people does not systematically result from drug use. Rather, drug use is a factor conducive to violence. The links between drugs and violence depend on individual predisposition, the type of drugs used, and the level of addiction. Resilience results from a web of individual, sociocultural, and environmental factors. It is not static, but rather the result of a series of successes, failures, and even relapses.

[Integrative medicine for patients suffering from addictive disorders alongside other pathologies in general practice]. / Clinique intégrative des addictions coexistant avec d'autres pathologies en médecine générale.

People suffering from substance use disorders frequently suffer from concomitant affections such as other addictions, psychiatric, somatic or social problems. Clarifying objectives and priorities with the patient and coordination of care are the priority in the follow up suggested in this article. We present a clinical example in which the modality of care is adapted depending on the evolution of the patient's needs. The follow up by a general practitioner can be pursued in parallel to specialized care. The modality of this collaboration will have to adapt to the patients' and healthcare workers' needs. This follow-up aims to provide good quality health care all the while supporting the healthcare providers who can, sometimes, feel helplessness.

Les personnes souffrant d'un trouble de l'utilisation de substances présentent fréquemment plusieurs affections parallèles telles que d'autres problématiques addictologiques, psychiatriques, somatiques ou sociales. La clarification des objectifs et priorités avec le patient ainsi que la coordination des soins sont au premier plan de la prise en charge proposée dans cet article. Nous présentons, au travers d'une vignette clinique, un exemple de suivi pour lequel la modalité de prise en charge s'adapte aux besoins changeants du patient au cours du temps. Le suivi par un médecin généraliste peut être combiné à un suivi spécialisé. Le mode de collaboration devra s'adapter aux besoins des soignants et du patient. Ce suivi visera à assurer des soins de qualité tout en soutenant les soignants face à un possible sentiment d'impuissance.

Cultural considerations for substance use and substance use disorders among Black men.

There are complex cultural considerations for understanding, assessing, and treating substance use disorders (SUD) among Black men, from the initiation of substance use through SUD-related outcomes. This narrative review provides insight into some of these factors, including the individual, interpersonal, and community-level risk and protective factors (e.g., family and social roles, religiosity, racism and discrimination, exposure to trauma and adversity) underlying relative risk for substance use and disparities in SUD-related outcomes. This article also highlights the ways that public attitudes and policies related to substance use have contributed to ongoing inequities in SUD treatment access for Black men. Recommendations for clinical research and practice include increasing focus on measurement equivalence, creating pathways for access to community-based and specialty treatment, and providing services that are culturally affirming, relevant, and appropriate. Comprehensive efforts are needed to reduce SUD-related inequities and promote positive well-being among Black men and their communities.

Health through the eyes of youths: a qualitative study.

Background: Emerging definitions of health have suggested a shift in focus to one's ability to manage their health condition, function, and social determinants of health. The construct of health for youths with mental health and substance use disorders (MHSU) is complex and multi-dimensional with interplay between biological, behavioral, and social conditions. Expanding definitions of health is crucial in the measurement of health and evaluation of integrated youth services (IYS) systems for people with MHSU disorders. Hence, it is critical to understand the construct of health from the perspective of a young person living with a MHSU disorder. Methods: This study was conducted using inductive thematic analysis. Three focus groups were conducted from July to August 2017. Results: A total of 22 youths (17-24 years) took part in this study. Results showed that health is a multidimensional construct situated in the ecosystem of a person's environment. Health can be understood from two macro themes: Individual health and Determinants of health. It consisted of physical health, mental health, day-to-day functioning, and being in control of your own health condition. Systemic and social factors were factors that influenced the state of health. Conclusion: This study contributes to a conceptualization of good health in youth with MHSU disorders. This conceptualization can aid in the development of more accurate measures of health and functioning and the evaluation of mental health services for youth with MHSU.

Prevalence and Impact of Adverse Social and Behavioral Determinants of Health in Heart Failure: Analysis of a Safety-Net Population.

OBJECTIVE: To determine the impact of adverse social and behavioral determinants of health (SBDH) on health care use in a safety-net community hospital (SNCH) heart failure (HF) population. METHODS: We performed a retrospective analysis of HF patients at a single SNCH between 2018-2019 (N= 4594). RESULTS: At least one adverse SBDH was present in 21% of the study population. Patients with at least one adverse SBDH were younger (57 vs. 68 years), more likely to identify as Black (50% vs. 36%), be male (68% vs. 53%), and have Medicaid insurance (48% vs. 22%), p<.001. Presence of at least one adverse SBDH (homelessness, substance use, or incarceration) correlated with increased hospitalizations (2.3 vs 1.4/patient) and ED visits (5.1 vs 2.1/patient), p<.0001. Adverse SBDH were independent predictors of HF readmissions. Prescribing of guideline-directed medical therapy was similar among all patients. CONCLUSIONS: In a SNCH HF cohort, adverse SBDH predominantly afflict younger Black men on Medicaid and are associated with increased utilization.

Cannabis Co-Use Among Black Individuals with Chronic Pain Who Use Opioids: Associations with Other Substance Use and Pain Related Outcomes.

Background Black individuals with chronic musculoskeletal (MSK) pain tend to experience worse pain and opioid use-related outcomes, including other substance co-use, compared with non-Hispanic White individuals. Co-using cannabis with opioids could instigate a cascade of pain-related vulnerabilities and poor outcomes. Here, we test associations between cannabis/opioid co-use and pain-related outcomes among Black individuals with chronic MSK pain. Methods Black adults with chronic MSK pain who use opioids (N=401; 51.62% female, Mage=35.90, SD=11.03) completed online measures of pain intensity/interference, emotional distress, opioid dependence, and risky use of other substances. Results Compared with opioid use alone, opioid and cannabis co-use was associated with elevated anxiety and depression symptoms, opioid dependence, and risky substance use, but not pain. Conclusions Black individuals with chronic MSK pain who co-use opioids and cannabis warrant targeted interventions that address their needs. Tailored interventions could help address disparities in pain-related outcomes and opioid morbidity and mortality rates.

Alcohol and substance use in older adults with treatment-resistant depression.

INTRODUCTION: Alcohol and substance use are increasing in older adults, many of whom have depression, and treatment in this context may be more hazardous. We assessed alcohol and other substance use patterns in older adults with treatment-resistant depression (TRD). We examined patient characteristics associated with higher alcohol consumption and examined the moderating effect of alcohol on the association between clinical variables and falls during antidepressant treatment. METHODS: This secondary and exploratory analysis used baseline clinical data and data on falls during treatment from a large randomized antidepressant trial in older adults with TRD (the OPTIMUM trial). Multivariable ordinal logistic regression was used to identify variables associated with higher alcohol use. An interaction model was used to evaluate the moderating effect of alcohol on falls during treatment. RESULTS: Of 687 participants, 51% acknowledged using alcohol: 10% were hazardous drinkers (AUDIT-10 score ≥5) and 41% were low-risk drinkers (score 1-4). Benzodiazepine use was seen in 24% of all participants and in 21% of drinkers. Use of other substances (mostly cannabis) was associated with alcohol consumption: it was seen in 5%, 9%, and 15% of abstainers, low-risk drinkers, and hazardous drinkers, respectively. Unexpectedly, use of other substances predicted increased risk of falls during antidepressant treatment only in abstainers. CONCLUSIONS: One-half of older adults with TRD in this study acknowledged using alcohol. Use of alcohol concurrent with benzodiazepine and other substances was common. Risks-such as falls-of using alcohol and other substances during antidepressant treatment needs further study.

The Importance of Nurse-Patient Relationships in the Midst of Substance Misuse: Support for Rural Youth Well-Being.

Nurses working in rural acute and community-based settings are often asked for substance use treatment guidance and education in a health care system with minimal treatment services available. Nursing science provides an alternative answer for nurses to lean on in their clinical practice when working with rural-dwelling youth in the midst of substance misuse. Practical strategies are offered, which nurses may integrate into their routine clinical care to strengthen the nurse-patient relationship and enhance positive attributes among youth. Connective caring practice is essential to support rural youth well-being and recovery in the midst of substance misuse. [Journal of Psychosocial Nursing and Mental Health Services, 62(6), 7-11.].

Evaluating mobile harm reduction services for youth and young adults.

The adolescent and young adult (AYA) population has experienced an increase in both emergency room visits and deaths related to substance use. However, AYA are less likely to engage in existing addiction treatment infrastructure. A youth-specific mobile harm reduction program has the potential to reduce substance-related morbidity and mortality including infections, overdose, and death. Launched in 2019, the Community Care in Reach AYA pilot program seeks to address the difference in patterns of substance use between AYA and adults. The results of this evaluation suggest the importance of a youth-oriented program in increasing AYA engagement with harm reduction.

Generalized genetic liability to substance use disorders.

Lifetime and temporal co-occurrence of substance use disorders (SUDs) is common and compared with individual SUDs is characterized by greater severity, additional psychiatric comorbidities, and worse outcomes. Here, we review evidence for the role of generalized genetic liability to various SUDs. Coaggregation of SUDs has familial contributions, with twin studies suggesting a strong contribution of additive genetic influences undergirding use disorders for a variety of substances (including alcohol, nicotine, cannabis, and others). GWAS have documented similarly large genetic correlations between alcohol, cannabis, and opioid use disorders. Extending these findings, recent studies have identified multiple genomic loci that contribute to common risk for these SUDs and problematic tobacco use, implicating dopaminergic regulatory and neuronal development mechanisms in the pathophysiology of generalized SUD genetic liability, with certain signals demonstrating cross-species and translational validity. Overlap with genetic signals for other externalizing behaviors, while substantial, does not explain the entirety of the generalized genetic signal for SUD. Polygenic scores (PGS) derived from the generalized genetic liability to SUDs outperform PGS for individual SUDs in prediction of serious mental health and medical comorbidities. Going forward, it will be important to further elucidate the etiology of generalized SUD genetic liability by incorporating additional SUDs, evaluating clinical presentation across the lifespan, and increasing the granularity of investigation (e.g., specific transdiagnostic criteria) to ultimately improve the nosology, prevention, and treatment of SUDs.

Imaging neuroinflammation in individuals with substance use disorders.

Increasing evidence suggests a role of neuroinflammation in substance use disorders (SUDs). This Review presents findings from neuroimaging studies assessing brain markers of inflammation in vivo in individuals with SUDs. Most studies investigated the translocator protein 18 kDa (TSPO) using PET; neuroimmune markers myo-inositol, choline-containing compounds, and N-acetyl aspartate using magnetic resonance spectroscopy; and fractional anisotropy using MRI. Study findings have contributed to a greater understanding of neuroimmune function in the pathophysiology of SUDs, including its temporal dynamics (i.e., acute versus chronic substance use) and new targets for SUD treatment.