The Impact of Social Support and Social Network Characteristics on Trauma Symptoms Among Violence-Exposed Women with Substance Use Disorders.

Background: Women with substance use disorder (SUD) experience higher rates of violence exposure, post-traumatic stress disorder (PTSD), and post-traumatic stress symptoms (PTSS) than their non-substance-using peers. Exposure to violence in women with SUD is associated with PTSS symptom severity and leads to lower rates of treatment adherence, poorer treatment outcomes, and a higher risk for relapse. Little is known about the buffers to PTSS among violence-exposed women with SUD. Methods: A sample of 375 women with SUD were recruited from three inner-city intensive treatment centers, in a midwestern city. Using ordinary least squares regression models, we sought to identify the direct effects of violence, general social support, recovery-specific social support, and social network composition on PTSS. Moderation was also examined using the Bootstrapping function in PROCESS macro for SPSS. Results: General social support, recovery social support, and greater duration of network relationships were associated with lower trauma symptom scores. General social network composition variables were directly associated with lower trauma symptom severity. Recovery-specific social network variables moderated the association between violence exposure and PTSS for Black participants only. Conclusions: These data suggest that providers should target the quality of the client's interpersonal relationships to reduce PTSS among violence-exposed women with SUD. Maintaining social network relationships should be the focus of treatment interventions for women with SUD who have experienced violence.

The role of substance misuse and sexual victimization history on sexual violence risk perception in men who have sex with men: A novel paradigm.

OBJECTIVE: Sexual victimization (SV) is common among men who have sex with men (MSM) as is dating and sexual networking (DSN) app use. We developed a novel laboratory paradigm ("G-Date") of sexual violence risk perception in DSN app environments and explored its validity and the role of substance misuse and SV history on sexual violence risk perception. METHOD: Using convenience sampling, we recruited 145 MSM to use G-Date to interact with two bogus speed dates whose responses were scripted to be risky or non-risky. Risky dates displayed several cues indicating risk for sexual violence perpetration. Dependent variables included pre/post changes in ratings of their dating partner's appeal; ratings of the presence of each of the embedded risk cues; and the duration of the speed dates. RESULTS: Compared to non-risky dates, participants terminated risky dates significantly sooner, rated them higher in each of the risk cues, and their pre- to post-date ratings of partner appeal declined significantly more. Participants' drug misuse was associated with reduced interest in the non-risky date, but not the risky date and predicted shorter speed date length and lower partner appeal ratings across date type. Substance-facilitated SV history interacted with alcohol misuse and date type to predict sexual violence risk perception. CONCLUSIONS: Results provide evidence for the paradigm's validity and suggest that drug misuse and substance-facilitated SV history shape MSM's risk perception in DSN apps. Efforts to prevent SV among MSM should consider individual characteristics, including substance misuse, in risk perception.

Effect of pharmacological treatment of attention-deficit/hyperactivity disorder on later psychiatric comorbidity: a population-based prospective long-term study.

BACKGROUND: Psychiatric comorbidity is frequent among persons with attention-deficit/hyperactivity disorder (ADHD). Whether pharmacological treatment of ADHD influences the incidence of psychiatric comorbidity is uncertain. OBJECTIVE: To investigate associations and causal relations between pharmacological treatment of ADHD and incidence of subsequent comorbid psychiatric diagnoses. METHODS: We employed registry data covering all individuals aged 5-18 years in Norway who were diagnosed with ADHD during 2009-2011 (n=8051), followed until 2020. We used linear probability models (LPM) and instrumental variable (IV) analyses to examine associations and causal effects, respectively, between pharmacological treatment and subsequent comorbidity. FINDINGS: From time of ADHD diagnosis to 9 years of follow-up, 63% of patients were registered with comorbid psychiatric disorders. For males, LPM showed associations between ADHD medication and several incident comorbidities, but strength and direction of associations and consistency over time varied. For females, no associations were statistically significant. IV analyses for selected categories isolating effects among patients 'on the margin of treatment' showed a protective effect for a category of stress-related disorders in females and for tic disorders in males for the first 2 and 3 years of pharmacological treatment, respectively. CONCLUSIONS: Overall, LPM and IV analyses did not provide consistent or credible support for long-term effects of pharmacological treatment on later psychiatric comorbidity. However, IV results suggest that for patients on the margin of treatment, pharmacological treatment may initially reduce the incidence of certain categories of comorbid disorders. CLINICAL IMPLICATIONS: Clinicians working with persons with ADHD should monitor the effects of ADHD medication on later psychiatric comorbidity. TRIAL REGISTRATION NUMBER: ISRCTN11891971.

Road to Recovery: protocol for a mixed-methods prospective cohort study evaluating the impact of a new model of substance use care in a Canadian setting.

INTRODUCTION: The Road to Recovery (R2R) Initiative is an innovative model of substance use care that seeks to increase treatment capacity by creating approximately 100 new addiction treatment beds to provide on-demand addiction care in Vancouver, British Columbia, for patients with substance use disorders. The new model also coordinates the region's existing clinical substance use services to support patients across a care continuum that includes traditional office-based addiction treatment and harm reduction services, early withdrawal management and more intensive abstinence-based treatment programming. To understand the impact of offering on-demand and coordinated substance use care, an observational cohort of individuals who access any R2R clinical service will be created to examine health and social outcomes over time. METHODS AND ANALYSIS: This prospective mixed-methods study will invite individuals from Vancouver, Canada, who access substance use treatment through the R2R model of care to (1) complete a baseline and 12-month follow-up quantitative questionnaire that solicits sociodemographic, substance use and previous addiction treatment data and (2) provide consent to the use of participants' personal identifiers to access health records for chart review and for annual linkage to select health and administrative databases to allow for ongoing (virtual) community follow-up over 5 years. Additionally, a purposive sample of cohort participants will be invited to participate in baseline and 12-month follow-up qualitative interviews to share their experiences accessing R2R and identify challenges and opportunities associated with the implementation of R2R. ETHICS AND DISSEMINATION: The study was approved by the University of British Columbia Providence Health Care Research Ethics Board in September 2023. Results from the proposed study will be published in peer-reviewed journals, presented at national and international scientific conferences and disseminated through regular meetings with policymakers, individuals with lived and living experience, and other high-level stakeholders, academic presentations and lay media.

Illicit drug use in Limerick City: A stakeholder and policy analysis using multiple streams model.

BACKGROUND: The changing drug situation in Ireland has led to the development of various drug policies. This paper aims to use Limerick City as a case study to examine approaches to policy development. METHODOLOGY: The study is qualitative and uses a hybrid technique that combines document, content, and stakeholder analysis. Kingdon's multiple streams model underpins this study. In addition, guidelines for the systematic search for grey literature were adopted as the search strategy. RESULTS: Problem Stream: Illicit drug use and its related problems have changed. The increasing availability of drugs, increasing usage and changes in the types of drugs being used have led to increased drug-related crimes, adverse health outcomes and elevated demand for treatment services. Local drug policies and initiatives emerge by recognising drug-related problems in the region. Policy Stream: The current national drug strategy 2017-2025 which informs action plans in Limerick is the first to focus on a unified health approach. Some national policies have evolved to ensure that guidelines meet current service needs. However, these changes have occurred in some cases with no clear actions. Political Stream: Statutory, voluntary and community stakeholders provide drug addiction and drug addiction-related services, which have evolved rapidly since their first introduction. The Mid-West Regional Drug Task Force was identified as essential in coordinating stakeholders locally. One area for improvement is limited evidence of the voices of persons who take drugs included in service/policy development. This regional analysis also suggests that local implementation of policies concerning dual diagnosis and supervised injection facilities can be further expanded. Despite the challenges experienced by stakeholders in Limerick, a hands-on approach has been adopted in the creation of strategies to tackle the drug problem. CONCLUSION: The approaches to drug policy development have delivered continuous development of services. However, services remain underdeveloped in areas removed from the capital city of Dublin. Navigating the complex drug landscape reveals that inclusivity, adaptation, and ongoing research are critical components of successful and long-lasting drug policies.

Protocol for a randomised trial of a self-directed digital pain management intervention (Empowered Relief) tailored to adults with chronic pain and prescription opioid misuse/disorder: the MOBILE Relief study.

INTRODUCTION: Chronic pain increases the risk of prescription opioid misuse or opioid use disorder (OUD). Non-pharmacological treatments are needed to dually address pain and opioid risks. The purpose of the Mobile and Online-Based Interventions to Lessen Pain (MOBILE Relief) study is to compare a one-session, video-based, on-demand digital pain relief skills intervention for chronic pain ('Empowered Relief' (ER); tailored to people at risk for opioid misuse or with opioid misuse/OUD) to a one-session digital health education intervention ('Living Better'; no pain management skills). METHODS AND ANALYSIS: MOBILE Relief is an international online randomised controlled clinical trial. Study participants are adults with chronic, non-cancer pain (≥6 months) with daily pain intensity ≥3/10, taking ≥10 morphine equivalent daily dose and score ≥6 on the Current Opioid Misuse Measure. Participants are recruited through clinician referrals and clinic advertisements. Study procedures include electronic eligibility screening, informed consent, automated 1:1 randomisation to the treatment group, baseline measures, receipt of assigned digital treatment and six post-treatment surveys spanning 3 months. Study staff will call participants at baseline and 1-month and 3 months post-treatment to verify the opioid prescription. The main statistical analyses will include analysis of covariance and mixed effects model for repeated measurements regression. MAIN OUTCOMES: Primary outcomes are self-reported pain catastrophising, pain intensity, pain interference, opioid craving and opioid misuse at 1-month and 3 months post-treatment. We will determine the feasibility of ER (≥50% participant engagement, ≥70% treatment appraisal ratings). We hypothesise the ER group will be superior to the Living Better group in the reduction of multiprimary pain outcomes at 1-month post-treatment and opioid outcomes at 1-month and 3 months post-treatment. ETHICS AND DISSEMINATION: The study protocol was approved by the Stanford University School of Medicine Institutional Review Board (IRB 61643). We will publish results in peer-reviewed journals; National Institute of Drug Abuse (funder) and MOBILE Relief participants will receive result summaries. TRIAL REGISTRATION NUMBER: NCT05152134.

Substance misuse by birth parents: Outcomes for children and young people placed into out-of-home-care.

BACKGROUND: There is inconsistent evidence regarding the effect of birth parent substance use on developmental outcomes for children placed into out-of-home-care (OOHC). OBJECTIVE: This study aims to examine how parental substance use affects outcomes of Australian children in out-of-home care, adjusting for key demographic, social and system factors. PARTICIPANTS AND SETTING: Four waves of survey data were collected for children and young people who agreed to participate in the Pathways of Care Longitudinal Study (POCLS) between 2011 and 2018. The study sample included 1,506 children and young people (792 with a history of parental substance misuse) aged 9 months to 17 years who participated in at least one wave of the POCLS and had linked administrative data from the Department of Communities and Justice (DCJ), NSW, Australia. METHODS: Multilevel longitudinal models were used to analyse the relationship of child developmental outcomes (physical health, socio-emotional wellbeing, and verbal and non-verbal cognitive ability) with parental substance misuse in their child protection history. Each model included adjustments for child demographics, family socio-economic status, child protection system factors and the unbalanced panel. RESULTS: Children in OOHC with a history of parental substance misuse were more likely to be in the typical range for verbal cognitive development compared to those in OOHC without this history. In addition, younger (9 months to 5 years) children with a record of parental substance misuse exhibited significantly more typical fine and gross motor skill development than those without this history. CONCLUSIONS: Concerns that children in OOHC with a history of parental substance misuse may be more affected with regards to early-stage physical development, and later verbal cognitive development than those without this history in OOHC, may not be justified.

Implementation of time-limited parenteral hydromorphone in people with treatment-resistant injecting opioid use disorder: a protocol for a single-site, uncontrolled, open-label study to assess feasibility, safety and cost.

INTRODUCTION: Supervised injectable opioid treatment (SIOT) is an evidence-based intervention targeting opioid-dependent people for whom existing treatments have been ineffective. This project will primarily assess the feasibility and the acceptability of time-limited SIOT using injectable hydromorphone delivered in an existing Australian public opioid treatment programme, with secondary outcomes of safety, cost, changes in drug use and other health outcomes. If feasible, the goal is to scale up the intervention to be more widely available in Australia. METHODS AND ANALYSIS: Between 20 and 30 participants will be offered two times per day hydromorphone to inject under direct observation, in addition to their current opioid agonist treatment (OAT), for up to 2 years. At the end of 2 years of supervised hydromorphone treatment, participants will be continued on standard OAT only. Informed consent will be obtained from all participants included in the study. This is a single-site, uncontrolled, open-label study where quantitative and qualitative interview data will be collected at baseline, 12 months and lastly at 3 months following their final hydromorphone dose. The main outcome measures are feasibility, as assessed by recruitment, retention and participation in treatment, and acceptability to participants, clinic staff and other stakeholders assessed by qualitative interviews. Secondary outcome measures of safety, as assessed by adverse events, and cost will also be assessed, as well as a range of other drug and health outcomes. ETHICS AND DISSEMINATION: This study received ethical approval from the St Vincent's Hospital Human Research Ethics Committee (2019/ETH00418). This will be the first study of time-limited SIOT in the Australian setting. All results will be submitted to peer-reviewed journals, scientific conferences and local practice meetings. A preliminary report on outcomes will also be presented to local health policy makers. A consumer and community forum will also be held to feedback results to a broader audience. TRIAL REGISTRATION NUMBER: ACTRN12621001729819.

Parental domestic violence and abuse, mental ill-health, and substance misuse and the impact on child mental health: a secondary data analysis using the UK Millennium Cohort Study.

BACKGROUND: Parental domestic violence and abuse (DVA), mental ill-health (MH), and substance misuse (SU) can have a negative impact on both parents and children. However, it remains unclear if and how parental DVA, MH, and SU cluster and the impacts this clustering might have. We examined how parental DVA, MH, and SU cluster during early childhood, the demographic/contextual profiles of these clusters, and how these clusters relate to child MH trajectories. METHODS: We examined data from 15,377 families in the UK Millennium Cohort Study. We used: (1) latent class analysis to create groups differentially exposed to parental DVA, MH, and SU at age three; (2) latent growth curve modelling to create latent trajectories of child MH from ages 3-17; and (3) a case-weight approach to relate latent classes to child MH trajectories. RESULTS: We identified three latent classes: high-frequency alcohol use (11.9%), elevated adversity (3.5%), and low-level adversity (84.6%). Children in the elevated adversity class had higher probabilities of being from low-socioeconomic backgrounds and having White, younger parents. Children exposed to elevated adversity displayed worse MH at age three (intercept = 2.274; p < 0.001) compared the low-level adversity (intercept = 2.228; p < 0.001) and high-frequency alcohol use class (intercept = 2.068; p < 0.001). However, latent growth factors (linear and quadratic terms) of child MH did not differ by latent class. CONCLUSIONS: Parental DVA, MH, and SU cluster during early childhood and this has a negative impact on children's MH at age three, leading to similar levels of poor MH across time. Intervening early to prevent the initial deterioration, using a syndemic-approach is essential.

Assessing experts' perspectives on challenges in substance misuse prevention, harm reduction, and treatment to shape funding priorities in New York State.

BACKGROUND: Drug overdose is a leading cause of death and opioid-related deaths increased by more than 300% from 2010 to 2020 in New York State. Experts holding a range of senior leadership positions from across New York State were asked to identify the greatest challenges in substance misuse prevention, harm reduction, and treatment continuum of care. Expert input was used to shape funding priorities. METHOD: Individual semi-structured interviews of sixteen experts were conducted in April and May 2023. Experts included academics, medical directors, leaders of substance misuse service agencies, administrators of a state agency, a county mental health commissioner, the president of a pharmacy chain, and a senior vice president of an addiction-related national non-profit. Zoom interviews were conducted individually by an experienced qualitative interviewer and were recorded, transcribed, and coded for content. An initial report, with the results of the interviews organized by thematic content, was reviewed by the research team and emailed to the expert interviewees for feedback. RESULTS: The research team identified five major themes: 1. Siloed and fragmented care delivery systems; 2. Need for a skilled workforce; 3. Attitudes towards addiction (stigma); 4. Limitations in treatment access; and 5. Social and drug related environmental factors. Most experts identified challenges in each major theme; over three-quarters identified issues related to siloed and fragmented systems and the need for a skilled workforce. Each expert mentioned more than one theme, three experts mentioned all five themes and six experts mentioned four themes. CONCLUSIONS: Research, educational, and programmatic agendas should focus on identified topics as a means of improving the lives of patients at risk for or suffering from substance use-related disorders. The results of this project informed funding of pilot interventions designed to address the identified care challenges.

The elephant in the room: Metaphors in women's accounts of life with a family member with problematic substance use.

Background: Research has shown that a family member's problematic substance use has significant deleterious mental and physical health impacts on other members of the family. Women are more often affected than men. These negative health effects persist as the person with problematic substance use ages, and they vary according to the relationship status. Aim: The aim of this study was to gain a deeper understanding of how women experience and are affected by their family member's substance use problems. Method: A metaphorical analysis of narrative interviews with 11 daughters and five wives of older adults (>65 years) with problematic substance use. Results: We identified four areas of signification in which metaphors were employed: (1) experiences (chaos and crash and walking on eggshells); (2) strategies (complicity and silencing); (3) dilemmas (deceit or a disease and open or closed dilemmas); and (4) consequences (obtaining or retaining an identity, health and different types of help). Conclusion: Family life with a parent or spouse with a substance use problem was described as chaotic, unsafe, uncertain and with no prospects of change. The study illustrates how metaphors are used to mediate experiences and worldviews pertaining to existential matters founded in deep negative emotions, deceit, shame and stigma. Metaphors make up a crucial material for communicating emotions and themes that are difficult to convey due to shame and stigma.

Prevalence of substance and hazardous alcohol use and their association with risky sexual behaviour among youth: findings from a population-based survey in Zimbabwe.

OBJECTIVES: Hazardous drinking (HD) and substance use (SU) can lead to disinhibited behaviour and are both growing public health problems among Southern African youths. We investigated the prevalence of SU and HD and their association with risky sexual behaviour among youth in Zimbabwe. DESIGN: Data analysis from a population-based survey conducted between October 2021 and June 2022 to ascertain the outcomes of a cluster randomised trial (CHIEDZA: Trial registration number:NCT03719521). Trial Stage: Post-results. SETTING: 24 communities in three provinces in Zimbabwe. PARTICIPANTS: Youth aged 18-24 years living in randomly selected households. OUTCOME MEASURES: HD was defined as an Alcohol Use Disorders Identification Test score ≥8, SU was defined as ever use of ≥1 commonly used substances in the local setting. RESULTS: Of 17 585 participants eligible for this analysis, 61% were women and the median age was 20 (IQR: 19-22) years. Overall, 4.5% and 7.0% of participants reported HD and SU, respectively. Men had a substantially higher prevalence than women of HD (8.2% vs 1.9%) and SU (15.1% vs 1.5%). Among men, after adjusting for socio-demographic factors, we found increased odds of having >1 sexual partner in those who engaged in SU (adjusted OR (aOR)=2.67, 95% CI: 2.21 to 3.22), HD (aOR=3.40, 95% CI: 2.71 to 4.26) and concurrent HD and SU (aOR=4.57,95% CI: 3.59 to 5.81) compared with those who did not engage in HD or SU. Similarly, there were increased odds of receiving/providing transactional sex among men who engaged in SU (aOR=2.51, 95% CI: 1.68 to 3.74), HD (aOR=3.60, 95% CI: 2.24 to 5.79), and concurrent HD and SU (aOR=7.74, 95% CI: 5.44 to 11.0). SU was associated with 22% increased odds of inconsistent condom use in men (aOR=1.22, 95% CI: 1.03 to 1.47). In women, the odds of having >1 sexual partner and having transactional sex were also increased among those who engaged in SU and HD. CONCLUSION: SU and HD are associated with sexual behaviours that increase the risk of HIV acquisition in youth. Sexual and reproductive health interventions must consider HD and SU as potential drivers of risky sexual behaviour in youths.

Resilience in children of parents with mental illness, alcohol or substance misuse-An integrative review.

AIM: The aim of this integrative review was to investigate how resilience has been researched and explore experiences of resilience, in children of parents with mental illness or alcohol or substance misuse. DESIGN: An integrative review. METHOD: The search included three major electronic databases, PubMed, Scopus and PsycINFO with the aim of identifying peer-reviewed studies where the concept of resilience was explored as resilience, coping, adaptation or protective factors. RESULTS: Out of 4016 studies, 14 were included after meeting predetermined criteria and methodological quality evaluation. The findings are presented in five categories: characteristics of the studies, operationalization and interpretation of resilience, individual resources, family resources and resources outside the family. PATIENT OR PUBLIC CONTRIBUTION: Resilience in children of parents with mental illness or substance misuse refers to coping strategies, protective factors and absence of symptoms or risk behaviour despite being exposed to risk. We suggest a three-level approach for mapping of resilience resources in the target group: the individual level, family level and outside of the family that includes both non-professionals and professionals. The use of disengagement or avoidance strategies implies poor resilience but may be necessary in absence of support, as acts of self-preservation during chaotic periods or harmful situations.

Rethinking Mental Automatism: De Clérambault's Theory in the Age of Novel Psychoactive Drugs: Psychotropic Effects and Synthetic Psychosis.

The widespread use of novel psychoactive substances (NPSs)-defined as new narcotic or psychotropic agents not classified under the Single Convention on Narcotic Drugs of 1961 or the Convention on Psychotropic Substances of 1971-poses a significant challenge to contemporary mental health paradigms due to their impact on psychiatric disorders. This study revisits and expands upon the theory of mental automatism as proposed by Gaëtan Gatian de Clérambault, aiming to elucidate the psychopathological mechanisms underlying substance-induced psychoses (SIP) and their distinction from non-induced psychoses (schizophrenia and related disorders). Through a phenomenological and clinical investigation, we explore the relevance of mental automatism in the development of toxic psychoses, drawing upon the historical and contemporary literature. This research highlights the psychopathological distinctions between induced and non-induced psychoses and the transition mechanisms from acute to chronic psychosis states. De Clérambault's theory, supplemented by Janet, Jackson, and Bonhoeffer's contributions, provides a foundational framework for understanding the genesis of SIP. Our findings suggest that NPS consumption, particularly among adolescents and psychiatric patients, significantly correlates with increased risks of SIP, marked by a transition to chronicity influenced by biological lesions triggered by substance use. Furthermore, we propose a comprehensive framework for SIP, integrating mental automatism, psychopathological distinctions, and transition mechanisms. This framework aims to refine diagnostic criteria and therapeutic approaches, addressing gaps in clinical practice and research. The study underscores the need for a nuanced understanding of SIP, advocating for a paradigm shift in psychiatric assessment and treatment approaches to better address the complexities of substance-induced mental health disorders.

Psychological flexibility, self-compassion, subjective well-being, and substance misuse in college students: a serial mediation model.

Substance misuse is a pressing public health concern, especially among emerging adults, with implications for psychological health and overall well-being. This cross-sectional study investigates the mediating roles of self-compassion and subjective well-being in the relationship between psychological flexibility and substance misuse among Turkish college students. The study included 445 emerging adults enrolled at a state university in Türkiye. University participants were recruited via convenience sampling using snowball methods. Data were collected using self-report scales. The sample was 69% female (n = 307) and 31% male (n = 138) and ranged in age from 18 to 26 years (M = 20.85, SD = 1.35). In the study, Pearson product-moment correlation analysis was conducted to examine the relationships between the variables and then the serial mediation model was tested. The findings have revealed that psychological flexibility significantly predicts substance misuse, subjective well-being, and self-compassion. Additionally, the study identifies self-compassion as a mediator in the relationship between psychological flexibility and subjective well-being. While self-compassion contributes significantly to well-being, it does not explain the impact of psychological flexibility on substance misuse. Furthermore, subjective well-being also appears to be a mediator in the relationship between psychological flexibility and substance misuse, emphasizing its potential significance in reducing the likelihood of resorting substance misuse. Overall, the study contributes to understanding the pivotal role of self-compassion and psychological flexibility in fostering well-being and preventing substance misuse in the college setting.

Supporting older adults who misuse alcohol.

Older adulthood is a unique time of transition often referred to as the 'golden years'. It is characterised by positive life experiences such as retirement but also by a loss of routine, identity and meaning. The literature identifies alcohol misuse as a growing issue in this population. However, the stigma, perceptions and patterns of drinking associated with alcohol misuse among older people can be a barrier to individuals seeking health advice. This article identifies that older adulthood is a period when nurses can offer health education and support using their unique relationships with patients to encourage healthy drinking behaviours.

Are All Substance-Involved Sexual Assaults Alike? A Comparison of Victim Alcohol Use, Drug Use, and Combined Substance Use in Sexual Assaults.

Sexual assaults involving victim substance use at the time of the assault are common, but little is known about how different types of substances used at the time of the assault impact post-assault outcomes. The current study sought to compare victim alcohol use, drug use, and combined substance use in sexual assaults among a community sample of 693 victims. It was hypothesized that victims in the combined substance use assault type would report overall worse post-assault outcomes, more contextual and interpersonal traumas, and higher assault severity. Our results partially confirmed these hypotheses, but victims in the drug-involved assault type group overall reported higher assault severity and worse post-assault outcomes. These findings are probably partially attributed to the demographic characteristics of victims in the drug-only group (e.g. Black victims) who are more likely to experience a higher severity of violence. Implications for future research and policy regarding drug decriminalization are discussed.

Detecting Substance Use Disorder Using Social Media Data and the Dark Web: Time- and Knowledge-Aware Study.

Background: Opioid and substance misuse has become a widespread problem in the United States, leading to the "opioid crisis." The relationship between substance misuse and mental health has been extensively studied, with one possible relationship being that substance misuse causes poor mental health. However, the lack of evidence on the relationship has resulted in opioids being largely inaccessible through legal means. objectives: This study aims to analyze social media posts related to substance use and opioids being sold through cryptomarket listings. The study aims to use state-of-the-art deep learning models to generate sentiment and emotion from social media posts to understand users' perceptions of social media. The study also aims to investigate questions such as which synthetic opioids people are optimistic, neutral, or negative about; what kind of drugs induced fear and sorrow; what kind of drugs people love or are thankful about; which drugs people think negatively about; and which opioids cause little to no sentimental reaction. Methods: The study used the drug abuse ontology and state-of-the-art deep learning models, including knowledge-aware Bidirectional Encoder Representations From Transformers-based models, to generate sentiment and emotion from social media posts related to substance use and opioids being sold through cryptomarket listings. The study crawled cryptomarket data and extracted posts for fentanyl, fentanyl analogs, and other novel synthetic opioids. The study performed topic analysis associated with the generated sentiments and emotions to understand which topics correlate with people's responses to various drugs. Additionally, the study analyzed time-aware neural models built on these features while considering historical sentiment and emotional activity of posts related to a drug. Results: The study found that the most effective model performed well (statistically significant, with a macro-F1-score of 82.12 and recall of 83.58) in identifying substance use disorder. The study also found that there were varying levels of sentiment and emotion associated with different synthetic opioids, with some drugs eliciting more positive or negative responses than others. The study identified topics that correlated with people's responses to various drugs, such as pain relief, addiction, and withdrawal symptoms. Conclusions: The study provides insight into users' perceptions of synthetic opioids based on sentiment and emotion expressed in social media posts. The study's findings can be used to inform interventions and policies aimed at reducing substance misuse and addressing the opioid crisis. The study demonstrates the potential of deep learning models for analyzing social media data to gain insights into public health issues.

Examining the Associations Between Substance Misuse and Suicide Bereavement.

Focusing on the understudied question of substance misuse among suicide bereaved adults we investigated patterns of binge drinking and non-prescribed drug use among a recently bereaved sample (n = 1,132). Comparing our respondents to the non-bereaved, those in the 2022 National Survey of Drug Use and Health (n = 71,369), we did not find heightened problematical substance misuses among our respondents. With t-tests and multiple regression analyses we examined whether binge drinkers and non-prescribed drug users had heightened levels of grief difficulties, PTSD, self-blaming and depression compared to others not bingeing or using non-prescribed drugs. Results showed binge drinkers had more of all these grieving problems when important confounding variables were also considered. Analysis of the demographic correlates of bingeing showed them dimly aware of their own additional grieving and substance misusing problems. Since 75% indicated being under the care of counseling professionals, this represents an important opportunity for psycho-educational helping.

Prevalence of Alcohol Use Characterized by Phosphatidylethanol in Patients With Respiratory Failure Before and During the COVID-19 Pandemic.

BACKGROUND: Alcohol misuse is overlooked frequently in hospitalized patients, but is common among patients with pneumonia and acute hypoxic respiratory failure. Investigations in hospitalized patients rely heavily on self-report surveys or chart abstraction, which lack sensitivity. Therefore, our understanding of the prevalence of alcohol misuse before and during the COVID-19 pandemic is limited. RESEARCH QUESTION: In critically ill patients with respiratory failure, did the proportion of patients with alcohol misuse, defined by the direct biomarker phosphatidylethanol, vary over a period including the COVID-19 pandemic? STUDY DESIGN AND METHODS: Patients with acute hypoxic respiratory failure receiving mechanical ventilation were enrolled prospectively from 2015 through 2019 (before the pandemic) and from 2020 through 2022 (during the pandemic). Alcohol use data, including Alcohol Use Disorders Identification Test (AUDIT)-C scores, were collected from electronic health records, and phosphatidylethanol presence was assessed at ICU admission. The relationship between clinical variables and phosphatidylethanol values was examined using multivariable ordinal regression. Dichotomized phosphatidylethanol values (≥ 25 ng/mL) defining alcohol misuse were compared with AUDIT-C scores signifying misuse before and during the pandemic, and correlations between log-transformed phosphatidylethanol levels and AUDIT-C scores were evaluated and compared by era. Multiple imputation by chained equations was used to handle missing phosphatidylethanol data. RESULTS: Compared with patients enrolled before the pandemic (n = 144), patients in the pandemic cohort (n = 92) included a substantially higher proportion with phosphatidylethanol-defined alcohol misuse (38% vs 90%; P < .001). In adjusted models, absence of diabetes, positive results for COVID-19, and enrollment during the pandemic each were associated with higher phosphatidylethanol values. The correlation between health care worker-recorded AUDIT-C score and phosphatidylethanol level was significantly lower during the pandemic. INTERPRETATION: The higher prevalence of phosphatidylethanol-defined alcohol misuse during the pandemic suggests that alcohol consumption increased during this period, identifying alcohol misuse as a potential risk factor for severe COVID-19-associated respiratory failure. Results also suggest that AUDIT-C score may be less useful in characterizing alcohol consumption during high clinical capacity.