International Journal of Drug Policy

People experiencing homelessness (PEH) have substantially lower quality-adjusted life expectancy and substantially higher healthcare spending compared to housed populations. California has the largest population of PEH in the United States, and an estimated ten percent of PEH have co-occurring opioid use disorder (OUD). We developed a lifetime, individual-level microsimulation of the 18,928 PEH with OUD in California to evaluate the health and economic effects of expanding access to housing through a Housing First approach, which does not require OUD treatment or abstinence. Increases in permanent housing and shelter access were based on Los Angeles County's Measure A goals, and we accounted for both housing and healthcare costs. Expanding housing access increased mean age at death by 0.34 years, reduced fatal overdoses for the cohort by 39, and produced an incremental cost-effectiveness ratio of $31,083 per quality-adjusted life-year gained, well below conventional willingness-to-pay thresholds. We provide evidence that housing is a high-value health intervention for PEH with OUD in California. Policymakers should support Housing First programs as part of integrated responses to the intertwined crises of homelessness and opioid use.

Background Timely overdose response depends not only on surveillance systems that detect overdose clusters, but also on communication pathways that deliver actionable information to the professionals positioned to respond. Understanding which overdose-related communications are received, perceived as useful, and translated into action is essential for improving overdose prevention and response infrastructure. Objective We assessed which overdose-related communication channels professionals reported receiving, which they perceived as most helpful, how organizations reported responding to overdoses or overdose clusters, and whether these patterns differed by professional role, county, and funding source. Methods We conducted an exploratory descriptive survey in 2024 using a convenience sample of professionals across Connecticut whose jobs involved overdose prevention or response (N=149). Using this survey data, we summarized reported receipt and perceived utility of overdose-related communication channels, organizational response actions, and internal receipt of Connecticut Department of Public Health overdose alerts. Results were stratified descriptively by professional role, county, and funding source. We interpreted findings using a public health communication-to-action cascade focused on signal detection, communication receipt, internal dissemination, perceived utility, and response action. Results Reported communication receipt and perceived utility differed most clearly by professional role. Peer information sharing was the most commonly reported communication source and was frequently perceived as helpful, but respondents who reported receiving formal channels such as state alerts, local alerts, or platform-based information often identified those channels as most helpful. Internal receipt of Connecticut Department of Public Health overdose alerts also varied by role. SSPs/substance use treatment programs and first responders more often reported outreach to people who use drugs, whereas government and health district respondents reported a more even mix of public communication and outreach activities. Conclusions Overdose-related communication in Connecticut appears role-dependent and unevenly distributed. Informal peer networks are widely used and perceived as helpful, while formal alert systems may require improvements to reach and actionability. Practical improvements include opt-in communication pathways tailored to professional roles, clearer access points for state and local alerts, internal dissemination protocols that specify who should receive which alerts, and alert-to-action playbooks that connect specific alert types to recommended response steps.

Background: Risk of recurrent overdose is elevated following non-fatal overdose (NFOD) survival; timely interventions may reduce this risk. The specific role of mental health care in reducing recurrence is relatively underexplored, and post-overdose care has seldom been examined for sex differences. This study examined sex differences in the association between mental health-related primary care contacts following NFOD and overdose recurrence risk among people in British Columbia (BC) with a documented depression diagnosis history. Methods: This was a nested case-control study using linked administrative health data from the Provincial Health Services Authority Platform for Analytics and Data. The source cohort (n=7,022) comprised BC residents with a history of a documented depression diagnosis between 2010-2014 and at least one NFOD between 2015-2024. Cases experienced a recurrent overdose within one year of their index overdose; controls were selected using incidence density sampling. Exposures were the presence and number of mental health related primary care contacts in the 30- or 90-day window following the index overdose. Conditional logistic regression models were used to estimate adjusted incidence rate ratios (aIRRs) and confidence intervals (CI), overall and by sex. Secondary analyses were conducted using psychiatrist contacts. Results: Mental-health related primary care contact rates were low, with only 16.3% and 28.1% of the cohort with any contact within 30 and 90 days, respectively. Mental health-related primary care contacts were more strongly associated with reduced recurrence risk in the 30-day window (any contact aIRR: 0.57 [CI: 0.46-0.71]) than in the 90-day window (aIRR: 0.78 [CI: 0.65-0.94]). Any contact within 30 days was more strongly associated with lower recurrence risk among males (aIRR: 0.53 [CI: 0.39-0.72]) than among females (aIRR: 0.67 [CI: 0.50-0.91]), whereas associations between the number of contacts and recurrence risk were similar for males and females. Any psychiatrist contact within 30 days was more strongly associated with lower recurrence risk among females (aIRR: 0.50 [CI: 0.34-0.73]) than males (aIRR: 0.70 [0.52-0.95]). Discussion: Mental health-related care contacts shortly following NFOD were associated with lower overdose recurrence risk among people with a documented depression diagnosis history, with modest sex differences that varied by provider type. Low rates of contacts overall suggest gaps in access to care following NFOD, particularly among males. Further research on sex differences in post-overdose care are warranted.

Introduction Within the Tobacco and Vapes Act 2026, the UK Government is considering restricting retail displays of vaping and other nicotine products to discourage youth uptake. We explored how adult nicotine users and adolescents responded to conventional and restricted displays. Methods Two UK-wide cross-sectional online surveys were conducted April-June 2026, with current and former adult nicotine users (n=2,851), and adolescents (11-17 years; n=2,123). Participants rated images of vape and nicotine pouch point-of-sale (POS) displays (two conventional, two restricted) across 10 items. Other measures included demographics, smoking/vaping/nicotine pouch use, vaping susceptibility, and product choice. Results Ratings of two conventional POS images were consistently favourable. Two restricted POS images were almost exclusively rated unfavourably. GEE analyses, controlling for demographics and behaviour, indicated that a display with standardised white packs (versus a conventional display) consistently had lower odds of favourable ratings (adults range:0.13-0.31; adolescents range:0.11-0.32). A fully covered display had even lower odds of favourable ratings on all items (adults range:0.06-0.19; adolescents range:0.05-0.10). Presented with hypothetical restricted displays, most adults using nicotine remained consistent with their product choice. Favourable ratings of conventional displays were positively associated with adolescents' vaping susceptibility. Those favourably rating a large, branded display were more likely to be susceptible than those giving unfavourable/neutral ratings (AOR=2.73, 95%CI [2.16-3.45] p<0.001). No association was found between favourable ratings of restricted displays and susceptibility. Conclusion Restricting POS displays could reduce positive messaging around vaping and adolescent susceptibility. The potential impact of restrictions on adult users' perceptions of harm and accessibility should be considered.

Abstract: Background: Opioid Use Disorder (OUD) imposes a rising mortality and health system burden, with opioid related deaths increasing from 8,400 in 2000 to 110,037 in 2023. Medications for opioid use disorder (MOUD) reduce mortality and morbidity, yet only 25.1% of people with OUD are treated with these medications, and inpatient MOUD initiation is inconsistent. Inpatient and Emergency Department (ED) treatment initiation and connection to outpatient care is suboptimal, missing critical opportunities to engage at-risk populations during acute care visits. Our goals were to determine the proportion of patients with OUD treated with MOUD during a hospital/ED stay, and the proportion successfully connected to outpatient care. Methods: This retrospective cohort study included patients 18 years or older with an OUD diagnosis at Duke University Hospital and Duke Regional Hospital (7/1/2023 to 12/31/2025) who had an inpatient or ED encounter with an associated OUD diagnosis code. Primary outcomes were buprenorphine at discharge, 30-day acute care return, and 30 day outpatient follow up. Adjusted modified Poisson regression models with cluster robust standard errors evaluated associations with age, sex, race/ethnicity, insurance, area deprivation index, encounter type, and comorbidity score. Results: Of 5,390 patients with OUD, 42.1% (2,267) had an acute care encounter, generating 3,893 encounters. Neither buprenorphine nor methadone was prescribed at discharge for 46.0% of encounters. Acute care return occurred in 33.6% and outpatient follow up in 32.2% of encounters within 30 days; only 7.4% of follow-ups included a buprenorphine prescription. ED encounters had lower discharge prescribing than inpatient encounters (RR 0.72, 95% CI 0.61,0.86). Black patients had higher 30 day acute care return than White patients (RR 1.16, 95% CI 1.02,1.30) Conclusions: Acute care encounters represent repeated, missed opportunities for MOUD initiation. Disparities were concentrated in post-discharge return and follow up rather than at initial prescribing, and attrition occurred at each transition along the screening-treatment-referral pathway.

Objective A diversity of approaches and cohorts have been published in research literature for suicide risk estimation, leading to some uncertainty around which factors and conditions are most strongly contributing to risk. Methods exist for weighting estimates by propensity score, removing simplifying the interpretation of model effects. Few studies have explored the use of these tools to assess when the effect of certain factors is uncertain or inconsistent. Method A mix of 1,001,737 suicide decedents and living patients were evaluated for suicide risk, relying on a subset of commonly identified factors: demographics, psychiatric conditions, substance use disorders, and social needs. Care utilization patterns were then assessed controlling for these factors in a hospital care setting. Four methods were considered for controlling multivariate confounding of odds predicting death by suicide: multivariate logistic regression, 1-to-1 sample matching, inverse propensity weighting (IPTW), and entropy balancing (EBAL). Results Test statistics showed suicide decedents were much more likely to have various psychiatric and substance use diagnoses, social needs and more likely to heightened care utilization across sampling intervals. Greater utilization was found close to date of death. Effect sizes after IPTW and EBAL weighting were also generally greater than would have been documented by regression alone. Conclusions Propensity weighting is a useful alternative to exploring nuanced effects, especially when the direction and strength of an association differ from traditional statistics. By weighting, the overall imbalance of cases remains consistent and effect terms might reflect more nuanced associations than regression or sample matching alone.

Background: Since Michigan's legalization of recreational adult-use cannabis in December 2018, health care providers in the city of Kalamazoo, Michigan, have informally observed an increase in cannabinoid hyperemesis syndrome (CHS) presentations, although the extent of this increase has not been formally characterized locally. CHS is frequently underrecognized and misdiagnosed, often resulting in repeated emergency department (ED) visits and substantial diagnostic costs before a diagnosis is reached. Despite this clinical and financial burden, it is unclear whether consumers are adequately informed of this risk through point-of-sale or public health resources. Methods: A cross-sectional environmental scan was conducted to identify publicly available educational content about CHS on the websites of licensed cannabis retailers in Kalamazoo and relevant public health agencies. Provisioning centers and public health websites were screened using a structured coding rubric developed specifically for the environmental scan to assess the presence, depth, web page placement, and intended audience of CHS-related content. Additionally, the electronic medical records at a local teaching hospital in Kalamazoo were queried to identify ED visits with a primary diagnosis of CHS from January 1, 2010 to December 31, 2025. Results: Before the legalization of marijuana, the hospital recorded six ED encounters with the primary diagnosis of CHS between January 2010 and November 2018, and 274 ED encounters between December 2018 and December 2025 (mean age: 29 years; 157 females, 123 males). The incidence rate of CHS-related ED encounters was 57.2 times higher during the post-legalization period than during the pre-legalization period (95% CI, 26.0-157.3; exact Poisson rate-ratio test, p < 0.0001). Among the licensed Kalamazoo provisioning centers reviewed, only one mentioned CHS as a warning but did not describe symptoms or offer medical guidance. CHS content was not identified on the websites of the state or local health departments. Conclusion: Despite the growing clinical concern regarding CHS, consumer-facing educational resources remain scarce. Although this study cannot establish a causal relationship between the availability of CHS-related educational content and the observed increase in ED encounters following legalization, it identifies a substantial lack of CHS-specific warnings in the evaluated consumer-facing resources. Given the clinical and potential economic burden associated with delayed CHS recognition, we recommend that Michigans existing point-of-sale pamphlet requirement be amended to include CHS-specific warning language.

Background We aimed to characterize substance use patterns, and their correlates, among adults with and without HIV at two healthcare facilities in Cape Town, South Africa. Methods We recruited adults with and without HIV from two primary healthcare facilities. We assessed alcohol use with the AUDIT-C and other substance use with the WHO-ASSIST questionnaires. We classified participants with no lifetime drug use and no or low-risk alcohol use as "low risk" and fitted latent class models among remaining participants to identify additional substance use patterns. We used multinomial logistic regression to examine factors associated with substance use patterns. Results Among 602 participants, 265 (44.0%) were "low risk". Latent class analysis among the remaining 337 identified three patterns: "higher-risk alcohol use" (N=168; 27.9%), "cannabis use" (universal cannabis use with mixed alcohol risk; N=114; 18.9%), and "mixed illicit drug use" (predominantly no or low-risk alcohol use with use of multiple drugs; N=55; 9.1%). Participants younger than 45 years were less likely to be in the low-risk group. Male sex was associated with lower probability of the low-risk group and higher probability of the higher-risk alcohol use and cannabis use classes. HIV was associated with higher probability of higher-risk alcohol use. One facility had a substantially higher probability of mixed illicit drug use. Conclusions We identified distinct higher-risk substance use profiles that varied strongly by age, sex, and facility. These findings support integrating alcohol and substance use screening and management into primary care and tailoring responses to local substance use patterns.

Introduction: Monitoring transitions in cigarette and electronic nicotine vapor product (ENVP) use is important for understanding how marketplace and regulatory changes have affected product use patterns, but information from national surveys is often delayed by several years. Methods: The Rutgers Omnibus Study is a quarterly serial, rapid-response, web-based convenience survey. Using a Markov multistate transition model, we estimated transition rates and one-year transition probabilities between never, non-current, ENVP-only, cigarette-only, and dual use among 5,292 adults aged 18-45 who participated in at least two of Waves 1-16 (February 2022-February 2026), as well as overall transition hazard ratios by sex, age group, and race & ethnicity in a multivariable model. Results: About 40% of individuals using cigarettes (39.5%; 95% CI: 36.9-42.0) or ENVP (40.1%; 95% CI: 36.4-43.7), and 60% of those using both products (60.8%; 95% CI: 58.3-63.2) were predicted to remain in those states after one year. Female participants began using cigarettes from never use (adjusted hazard ratio [aHR] 0.44; 95% CI: 0.29-0.66) or non-current use (aHR 0.65; 95% CI: 0.48-0.88) at lower rates than male participants. Participants aged 35-45 years initiated ENVP-only use from non-current use (aHR 0.34; 95% CI: 0.23-0.51) at a lower rate than those aged 18-34 years. Compared to non-Hispanic White participants, non-Hispanic Black participants initiated ENVP-only use from never use at a higher rate (aHR 4.39; 95% CI: 2.09-9.25). Conclusion: Rapid response surveys can provide important preliminary information on tobacco use transition patterns while we wait for the slower release of nationally representative survey data.

Introduction: Tobacco use during pregnancy increases risks for adverse birth outcomes. In the US, tobacco use during pregnancy is associated with several poverty-related social determinants of health (fewer years of education, housing and food insecurity, substance abuse) that also contribute to adverse birth outcomes. In the Smoke-free Household and Parent (Smoke-free HOPE) pilot feasibility study, we designed and tested a theory-based intervention (socio-ecological framework) that leverages our group's ten years of experience enrolling and evaluating the largest maternal smoking cessation program in San Bernardino County. The Smoke-free HOPE intervention is delivered by community health workers (CHW) and integrates tobacco cessation support into the other support services that are typically offered during perinatal CHW visits. To our knowledge, this is the first US-based study to test a CHW-delivered prenatal tobacco cessation intervention. Methods: The Smoke-free HOPE intervention is a two-arm RCT that randomizes pregnant adults (n=32) who use tobacco products (combustible, e-cigarettes/vapes) to one of two CHW-delivered interventions: brief behavioral advice or patient navigation to community-based tobacco cessation services (i.e., state quitline). Both intervention arms were delivered during up to eight CHW visits (home, telehealth). Primary feasibility and acceptability outcomes are reported. Results: At baseline, we found that the predominant form of habitual tobacco use was e-cigarettes (53%) and that co-use of cannabis occurred in 69%. Two participants switched from cigarettes/cigars (blunts) to e-cigarettes during the trial. For feasibility, we met our recruitment and retention progression criteria by achieving the following: a county-based enrollment of four consenting participants per month, 87% initiating CHW support (i.e., dropout rate of <13%), and 66% completing all eight CHW visits. For post-intervention acceptability, 91% were very satisfied with the program, and 100% would recommend it to their peers. Post-intervention key informant interviews revealed that participants valued the trust, flexibility, and nonjudgmental support of CHW visits. Seventy-five percent [95% CI = 60% to 90%] set a quit date, and 50% [95% CI = 33% to 67%] achieved 30-day point-prevalence abstinence from nicotine. Conclusions: We have documented the feasibility and acceptability of a CHW-delivered intervention to provide cessation support for all major tobacco products used by pregnant adults in our community. Scaling the intervention to multiple sites will help us measure its efficacy.

Objective To evaluate the association of early addiction consultation with withdrawal pharmacotherapy and complications in hospitalized patients with alcohol withdrawal. Methods Retrospective single-center cohort of adult hospitalizations with alcohol withdrawal (diagnosis code or CIWA-Ar [&ge;]10 within 24 hours) from July 2020 to January 2026. Exposure was an addiction consult service order within 24 hours of arrival, compared with no or later consultation. Primary outcomes were intensive care unit (ICU) transfer after the first 24 hours and delirium tremens or withdrawal seizure not present on admission. Process outcomes included phenobarbital and thiamine administration within 24 hours and benzodiazepine dose in the first 48 hours. Secondary outcomes included length of stay and 30-day death or return to hospital. Results Of 4,663 hospitalizations, 1,379 (29.6%) received early consultation. After adjustment, early consultation was associated with lower odds of ICU transfer (odds ratio [OR] 0.73; 95% CI 0.54-0.99) and fewer episodes of delirium tremens (risk difference -1.09 per 100; -1.45 to -0.73), with no significant difference in withdrawal seizure. Early consultation was associated with phenobarbital (OR 1.57; 1.32-1.86) and thiamine (OR 1.23; 1.07-1.41) within 24 hours, higher 48-hour lorazepam-equivalent dose (ratio of geometric means 1.44; 1.32-1.57), shorter stays (ratio 0.92; 0.88-0.97), and lower odds of 30-day death or return to hospital (OR 0.78; 0.66-0.91). Conclusions Early addiction consultation was associated with earlier, more intensive withdrawal pharmacotherapy, lower odds of ICU transfer, and fewer episodes of delirium tremens, although the complication associations were sensitive to cohort definition.

Background: Depression is a risk factor for overdose and is more commonly diagnosed among females. However, sex-differences in the association between depression, in isolation and in combination with substance use disorder (SUD), and overdose have not been examined at the population level in British Columbia (BC). This study described sex-and-age differences in associations between documented history of depression and/or SUD diagnoses and risk of fatal (FOD) and non-fatal overdose (NFOD). Methods: This study used linked administrative health data from the Provincial Health Services Authority Platform for Analytics and Data. The sample included BC residents aged 19-79 as of January 1st, 2015 (n=3,996,690). Exposures were classified as documented diagnosis history of 1) depression; 2) substance use disorder (SUD); 3) depression and SUD; and 4) neither condition, using physician billing and hospitalization records from 2010-2014. FOD (BC Coroners Service records) and NFOD (BC Emergency Health Services records) were ascertained from 2015 to 2024. Incidence rates per 10,000 person-years and unadjusted incidence rate ratios (IRRs) and 95% confidence intervals (CI) were estimated using Poisson regression, with neither diagnosis as reference, overall and stratified by sex and age. Results: There were 14,281 FOD (78.59% male) and 43,555 NFOD (69.45% male) cases. FOD incidence was higher among males overall; however, relative associations between diagnosis history and FOD risk were stronger among females. Depression diagnosis history was associated with a FOD IRR of 3.95 (CI: 3.56-4.38) among females and 2.46 (CI: 2.32-2.61) among males. IRRs for SUD and for depression and SUD were larger among females (108.07 [CI: 95.83-121.73] and 116.70 [CI: 106.51-127.96]) than males (26.69 [CI: 25.57-28.18] and 31.21 [CI: 29.81-32.67]). NFOD findings were similar but attenuated (depression IRR: 3.22 [CI: 3.08-3.38]) in females; 2.29 [CI: 2.21-2.37] in males). Conclusion: A documented history of depression and/or SUD was more strongly associated with FOD and NFOD risk among females, despite higher incidence overall among males. Future research should consider the potential role of other sociodemographic factors in explaining sex differences in associations between diagnosis history and overdose risk.

Importance: Oral nicotine pouches (ONPs) are tobacco-leaf-free nicotine products that have experienced a substantial increase in sales in recent years. Objective: To determine how ONP experimentation, initiation, and cessation rates differ by other tobacco product use and sociodemographic characteristics. Design: Nationally representative longitudinal cohort study; data from Waves 7 and 8 (2022-2024) of the Population Assessment of Tobacco and Health (PATH) Study. Setting: US civilian, non-institutionalized population. Participants: Adults in Waves 7 and 8 of PATH. Of 27,800 eligible participants, 24,640 with complete information on the exposure and outcome were included. Exposures: Other tobacco product use (cigarette-only, electronic nicotine delivery system [ENDS]-only, smokeless tobacco [SLT]-only, and multiproduct use) and sociodemographic characteristics (sex, race and ethnicity, age, and educational attainment). Main Outcomes: Hazard rates and ratios of transitioning between never, current, and non-current ONP use, defined by ever and past-30-day use, overall and by exposure group. Rates are estimated in univariable weighted multistate transition models. Results: Among 24,640 participants, 23,555 (96.7%) never used, 802 (2.5%) non-currently used, and 283 (0.8%) currently used ONPs in 2022. From 2022-24, ONP initiation was higher among those using cigarettes only (HR 3.34, 95% CI 1.59-7.02), ENDS only (HR 9.68, 95% CI 2.89-32.5), SLT only (42.4, 95% CI 22.3-80.7), or multiple products (HR 18.4, 95% CI 7.11-47.8) compared to those who did not use these tobacco products. Those who used cigarettes only (HR 3.02, 95% CI 1.24-7.34), ENDS only (HR 2.03, 95% CI 1.11-3.71), or multiple products (HR 2.61, 95% CI 1.12-6.09) discontinued ONPs at higher rates than those using no other products. Men had higher ONP initiation and lower cessation rates than women, adults ages 35+ years had lower initiation rates than those ages 18-24, and non-Hispanic Black participants had higher cessation rates than non-Hispanic White participants. Conclusions and Relevance: Initiation of ONPs was higher among those who used other tobacco products, highlighting the need to investigate whether ONPs replace these products or lead to poly-tobacco use. Higher cessation rates among those using cigarettes only or ENDS only may suggest experimentation rather than sustained use.

Background: Sports betting is one of the most popular, rapidly evolving, and attractive forms of gambling. It is associated with an increased risk of gambling-related harms, including relationship difficulties, crime, and physical and mental health problems. Understanding the subjective experiences of sports betting is essential for accurately defining problematic betting and avoiding the overpathologization of the behavior. Hence, this study explored the perceptions and experiences of young men involved in sports betting in Addis Ababa, Ethiopia. Methods: We employed a qualitative study design using a phenomenological approach. In-depth interviews were conducted with thirteen purposively selected participants in Addis Ababa. Participants were adults aged 18 years or older who had engaged in sports betting within the past 12 months. They were recruited from sports betting houses. All interviews were transcribed verbatim and translated into English. The data were imported into OpenCode software and analyzed using reflexive thematic analysis, in which themes were actively generated through an iterative and interpretative process by the research team. Findings: The data resulted in five major themes: reasons for engagement in sports betting, unique and attractive features of sports betting, experiences of problematic betting, subjective harms of sports betting, and coping and recovery. Young men engaged in sports betting for financial gain, peer influence, and as a way of spending time and coping with boredom. Participants described several features that made sports betting particularly appealing, including ease of access, the ability to bet with small amounts of money, reduced interpersonal confrontation, opportunities to gamble on football, the chance to test sporting knowledge, diverse betting options, and frequent rewards and reinforcement. Experiences suggestive of problematic betting included preoccupation and extensive planning, successive betting and increased risk-taking after losses, unsuccessful attempts to quit, concealment of betting behavior, social and occupational impairment, and negative emotional experiences. Conclusion: Sports betting emerged in participants' accounts as a growing behavioral practice among young men in Addis Ababa, Ethiopia, raising concerns about gambling-related harms. While often initiated as a leisure activity, participants' narratives suggested patterns that extended beyond casual engagement and shared features commonly associated with problematic gambling. Future studies should include women and employ large-scale quantitative designs to examine the population burden and distribution of sports betting-related harms and to inform appropriate prevention and intervention strategies.

Community-led urban greening may contribute to neighborhood safety, but its relationship with crime remains uncertain. We examined whether Keep Indianapolis Beautiful Project GreenSpaces in Indianapolis were associated with changes in violence and total crime. We used a matched-pair difference-in-differences design comparing funded sites with matched unfunded applicant sites. The primary analysis included 29 matched pairs with two years of pre- and post-grant follow-up. Monthly Part I violent offenses and total crime within 600-m buffers were modeled using Poisson pseudo-maximum likelihood. In the first post-grant year, the violent-crime estimate was lower but imprecise (IRR, 0.903; 95% CI, 0.805-1.014). In the second post-grant year, the relative rate was lower (IRR, 0.830; 95% CI, 0.718-0.961). Total crime estimates showed no clear post-grant change. Additional analyses indicated some sensitivity to spatial scale, but no sustained divergence in pre-grant crime patterns. Analyses of short-term crime dependence showed clear month-to-month persistence in violent crime within sites but limited evidence of stable spatial dependence across nearby sites. Therefore, within the two-year post-grant period examined, Project GreenSpaces was associated most consistently with lower relative violent-crime rates in the second year, while no corresponding decrease was observed for total recorded crime. Longer follow-up is needed to determine whether these patterns persist or change as projects mature.

Electronic cigarettes are the most commonly used tobacco product among U.S. adolescents. Schools most often respond to student e-cigarette use with exclusionary discipline such as suspension, which removes students from school and does not address potential underlying nicotine dependence. Web-based alternatives to suspension offer a way to keep students in school while providing cessation-focused support, but evidence on their effects is limited. This study examined changes in e-cigarette-related attitudes and motivation among adolescents who completed ReFresh, a self-paced, web-based alternative-to-suspension program completed in approximately 3 hours. Using a single-group pre-post design, we analyzed data from 173 middle and high school students (grades 6 to 12; mean age 15.0) referred after being caught using e-cigarettes on school grounds across 24 delivery sites (e.g., schools, afterschool programs, and health centers). The program comprises five interactive online lessons grounded in the 5 A's clinical framework (Ask, Advise, Assess, Assist, Arrange), motivational interviewing, and cognitive and behavioral skills training. Changes were analyzed with non-parametric tests. After completing ReFresh, participants reported greater motivation to quit ({chi}2 (6) = 22.79,OR = 3.80, 95% CI [2.2,8.8], p < .001) and rated quitting as more important (V = 3037.50,95% CI [1.00, 2.00], p < .001, r = 0.2). They also viewed e-cigarette use as more harmful and more risky (V = 8137.00, 95% CI [0.50, 0.63, p < .001, r = 0.62; V = 7734.50, 95% CI [0.50,0.80), p < .001, r = 0.65)), with the largest shifts in perceived harm relative to cigarettes and perceived risk of mental health problems. Most students reported comfort and confidence seeking help for e-cigarette use or mental health concerns, ranging from 71.10% of students agreeing they felt "More confident asking a trusted adult for help at school" to 80.50% of students agreeing they felt "More confident encouraging a peer to seek help". This study suggests that a brief, web-based alternative to suspension may shift the attitudes and motivation that precede quitting while keeping students in school, offering schools a non-exclusionary way to respond to e-cigarette use. Controlled studies measuring actual e-cigarette behavior are needed to confirm whether these programs reduce use.

Objectives: To assess the feasibility and early performance of an AI-assisted screening workflow that reviews inpatient discharge summaries to identify potential treatment injuries for clinician review and, where appropriate, Accident Compensation Corporation (ACC) treatment injury claim consideration in New Zealand. Design: Single-site, six-month pilot reported as a quality-improvement/service-evaluation activity. A large language model (LLM)-enabled system acted as an index screening test over discharge summaries to generate candidate treatment injury signals for structured clinician adjudication and escalation. Setting: A New Zealand district hospital (Wairarapa). Screening operated on routinely produced inpatient discharge summaries. Participants: All inpatient discharge summaries produced during the pilot period were screened (n = 2,642). The unit of analysis was one discharge summary per inpatient episode. Intervention: An LLM-based screening workflow that outputs structured candidate harm signals with supporting excerpts and a certainty label. Outputs were reviewed by clinicians using a structured adjudication template. Suitable cases could be escalated to senior clinicians and followed through the local ACC treatment injury process. Main outcome measures: Primary outcomes were yield, positive predictive value (PPV) of AI- flagged signals for clinician-adjudicated iatrogenic harm, and the rate of unsupported/hallucinated outputs. Secondary outcomes included overlap with incident reporting and administrative coding, downstream ACC claim outcomes, and clinician review workload. Results: Across 2,642 inpatient discharge summaries screened, the AI-assisted workflow generated 237 candidate signals (yield 9.0%; 95% CI 7.9% to 10.1%). Clinician adjudication classified 102 as confirmed iatrogenic harm, 43 as possible harm requiring additional context, 81 as no harm, and 11 as unsupported/hallucinated outputs. PPV for confirmed harm was 43.0% (95% CI 36.8% to 49.4%). PPV for confirmed-or-possible harm was 61.2% (95% CI 54.9% to 67.1%). Seven ACC treatment injury claims were lodged as a direct result of AI-assisted surfacing; three were accepted, two declined, and two were held/pending at analysis. Organisational ACC data identified 68 treatment injury claims lodged during the same period, of which 17 overlapped with AI-identified cases. Conclusions: AI-assisted screening of discharge summaries can feasibly increase detection of potential treatment injuries for structured clinician review and may support more systematic ACC consideration and safety learning. Safe scaling requires transparent reporting of model and prompt details, robust human adjudication and escalation pathways, and governance controls to mitigate false positives and unsupported outputs. A next-stage evaluation should estimate diagnostic accuracy against a chart-review reference standard and examine implementation outcomes including workload, acceptability, fidelity and sustainability.

BackgroundRespondent-driven sampling (RDS) is a widely used peer-recruitment strategy to study hard-to-reach populations including people who use drugs. South Africa continues to experience increasing illicit substance use alongside high burdens of tuberculosis (TB) and HIV. Little is known about the factors that influence RDS recruitment success in these settings, especially in rural areas. MethodsA total of 750 people who smoke drugs (PWSD) were recruited through RDS in a rural town in the Western Cape, South Africa to estimate TB and HIV prevalence. Participant characteristics were compared by recruitment success, defined as distributing at least one study coupon that resulted in peer enrollment, to identify factors associated with successful recruitment. Recruitment homophily was assessed to quantify within-group recruitment, and the stabilization of selected participant characteristics across recruitment waves were visualized to assess sample diversity over time. ResultsRecruitment success was more common among unemployed participants (p=0.032), those without an incarceration history (p=0.053), current cannabis users (p=0.086), and participants with moderate-to-severe methamphetamine (p=0.019) or methaqualone (p=0.014) use. High within-group recruitment was observed by neighborhood of residence and racial population group. The proportion of males, individuals with incarceration history, and participants with TB or HIV stabilized across recruitment waves, regardless of seed characteristics. ConclusionsRecruitment dynamics in this setting were strongly influenced by social and geographic factors, including neighborhood, population group, incarceration history, and substance use type and severity. Identifying characteristics associated with recruitment success may inform more efficient peer-recruitment strategies, such as targeted coupon distribution. These findings support the use of RDS as an effective approach for engaging PWSD in research.

Importance: Preventing substance use disorder (SUD) is a top public health priority, but clinical practice currently lacks validated prognostic tools to identify risk before the onset of heavy use/problems. Objective: To determine whether models can predict SUD using genetic, behavioral, and environmental factors and to evaluate performance across substance types (alcohol, cannabis, tobacco), sex, and genetic similarity groups. Design: This prognostic study developed and validated a multi-domain risk model using data from four longitudinal cohorts (The National Longitudinal Study of Adolescent to Adult Health, Avon Longitudinal Study of Parents and Children, The Collaborative Study on the Genetics of Alcoholism, and FinnTwin12) with follow-up from early adolescence into young adulthood. Setting: Population-based and family-based samples from the United States, United Kingdom, and Finland. Participants: The analysis included participants with available genomic and behavioral data. The cohorts represented a spectrum of risk, ranging from nationally representative community samples to high-risk populations. Exposure(s) (for observational studies): Predictors included polygenic scores for substance use-related phenotypes and 10 established early-life behavioral and environmental risk factors. Main Outcome(s) and Measure(s): The outcomes were a diagnosis of moderate-to-severe SUD based on the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) criteria. Model performance was evaluated using the area under the receiver operating characteristic curve (AUC), sensitivity, specificity, and positive and negative predictive value. Results: A total of 16,362 participants were included in the study (54.7% female; mean [SD] age 26.73 [3.36]). Genetic similarity group composition was 70.4% European, 16.8% African, 9.8% admixed American, 2.2% East Asian, and 0.7% South Asian. SUD prevalence was 22.0%. The integrated model achieved an AUC of 0.78 for predicting any SUD, with a sensitivity of 69% and a positive predictive value of 45%. Performance was comparable for specific substances (AUC range 0.74-0.82) and across genetic similarity groups (AUC range 0.61-0.82). The model demonstrated higher AUC in females compared with males. Conclusions and Relevance: Findings highlight the potential utility of an SUD prediction model to inform clinicians and patients about risk for developing a SUD.

Background Tobacco use during adolescence is an important public-health concern because early initiation increases the likelihood of continued tobacco use and dependence. This study assessed the prevalence of tobacco smoking and factors associated with ever smoking among high school students in Harar town, eastern Ethiopia. Methods A school-based cross-sectional study was conducted among 467 students in grades 9-12 from selected public and private high schools in Harar town. Data were collected using a self-administered questionnaire adapted from the Global Youth Tobacco Survey. Descriptive statistics and binary logistic regression were used. Variables were entered into a multivariable logistic regression model based on the prespecified analytical approach, and adjusted odds ratios (AORs) with 95% confidence intervals (CIs) were estimated. Statistical significance was declared at p<0.05. Results Among 467 students, 64 (13.7%; 95% CI 10.9-17.1%) reported ever smoking tobacco, while 25 (5.4%; 95% CI 3.7-7.8%) were current smokers. In the SPSS multivariable logistic regression model, grade 11 (AOR 10.61, 95% CI 3.52-31.97) and grade 12 (AOR 12.18, 95% CI 3.95-37.53), alcohol drinking (AOR 2.60, 95% CI 1.25-5.40), khat chewing (AOR 9.57, 95% CI 4.04-22.65), and access to tobacco (AOR 3.18, 95% CI 1.58-6.43) were independently associated with ever smoking. Male sex, age [&ge;]18 years, and grade 10 were not statistically significant in the adjusted model. Conclusion Ever smoking was reported by approximately one in seven students and current smoking by about one in twenty. Alcohol drinking, khat chewing, access to tobacco, and higher grade were independently associated with ever smoking. School- and community-based tobacco prevention should address substance use and the availability of tobacco products around schools.