Preventive Medicine Reports

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.

Background HPV-vaccination prevents HPV-related cancers, but uptake remains suboptimal. In the Netherlands, a catch-up campaign invited 18-27-year-olds for an additional cost-free opportunity to initiate or complete their HPV-vaccination in 2023-2024, which led to 24% of this invited population getting vaccinated. As young adults increasingly seek health information online, understanding online questions, concerns and misinformation in response to the campaign may help improve future vaccination efforts. Supplemental to overall evaluation of the vaccination campaign, we piloted online social listening processes to generate an insight report for Public Health Service (PHS) Amsterdam. Objective This study piloted online social listening processes at the PHS Amsterdam to identify actionable insights into questions, concerns and misinformation surrounding the HPV-vaccination catch-up campaign among young adults. Methods Upon inventory of potential platforms and data sources, a retrospective online social listening analysis was conducted across the platforms Instagram, Facebook, and X, collecting data from PHS, the National Public Health Institute for Public Health and the Environment (RIVM), the Dutch public broadcasting foundation (NOS), and LINDA.meiden sources from January 1, 2023, to June 1, 2024. Publicly available posts, comments, and engagement concerning HPV-vaccination were manually collected, and inductively coded. Themes were assessed for risk, based on expected potential harm and observed reach, and used to develop recommendations. Results A total of 821 posts and 5157 comments were collected and analysed. Ten recurring themes were identified across varying levels of risk. Two themes were classified as high risk: an information gap regarding the effectiveness of HPV-vaccination and concerns about the transparency on HPV-vaccine side effects. Three themes were classified as medium risk: questioning HPV-vaccine effectiveness under certain circumstances, reduced general vaccine trust following COVID-19, and accessibility issues related to vaccination locations and service times. Two themes were classified as neutral risk: questions regarding eligibility criteria for the campaign and calls for broader HIPV-prevention measures. Finally, three low risk themes concerned questions regarding HPV-vaccine brand specifics, campaign choices, and questions about scheduling or rescheduling HPV-appointments. Comments also referred to subsequent information sources, including reliable sources (public health institutes), false narratives and misinformation. Recommendations focused on addressing questions and information gaps (i.e. improving HPV risk perception and providing more detailed HPV-vaccine information), improving communication about HPV-vaccination, and reducing practical barriers to vaccination. Conclusions Manual social listening across selected online sources provided actionable insights into the public discourse during the HPV-vaccination catch-up campaign. Results mostly reflected questions, concerns and information gaps. Although some themes were critical of HPV-vaccination, false narratives and misinformation did not dominate the discourse. Recommendations aim to reduce practical barriers and address information needs. This pilot showed that online social listening can be effectively implemented even with limited resources.

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: COVID-19 vaccination uptake is influenced by various sociodemographic and psychological factors. Previous studies have suggested that the relationship between personality traits and vaccination is context-dependent. However, this association has not been investigated in Japan, a unique sociocultural context characterized by historically low vaccine confidence but exceptionally high COVID-19 vaccine uptake. We examined the association between the Big Five personality traits and completion of the primary COVID-19 vaccination series, exploring potential gender-personality interactions. Methods: A web-based, cross-sectional survey was conducted among 7,210 Japanese adults (aged 20-85 years) in December 2021. Personality was assessed using the Japanese version of the Ten-Item Personality Inventory. Multivariable Poisson generalized estimating equations were used to calculate adjusted prevalence ratios (PRs) and assess gender-personality interactions. Results: Higher extraversion and lower openness were significantly associated with vaccination completion across genders. A significant gender-agreeableness interaction was observed: agreeableness (PR = 1.016, 95% CI: 1.008-1.024) was positively associated with vaccination completion among men but not women. A similar, though only marginally significant, interaction pattern was observed for neuroticism (PR = 1.011, 95% CI: 1.004-1.019 among men). Conclusions: Personality traits act as modest but meaningful, gender-specific psychological modifiers of vaccination behavior in Japan. Public health campaigns should transition from traditional "one-size-fits-all" messages to personality-tailored and gender-responsive communication strategies to optimize vaccine uptake and bolster psychological resilience in future pandemics.

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.

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.

Importance: In the US, Human papillomavirus (HPV) related cancers cause significant morbidity and mortality, yet HPV vaccine is underutilized. Vaccination is recommended routinely at age 11-12 years but can be given at 9 years. There is controversy about whether earlier introduction would increase completion of the HPV series before by age 13 years or whether it might decrease rates of delivery of other routinely recommended vaccines at 11-12-years [quadrivalent meningococcal conjugate (MenACWY) vaccine, and tetanus-diptheria-acellular pertussis (Tdap) vaccine]. Objective: To determine whether introduction of the HPV vaccine at ages 9-10 versus 11-12 years, results in earlier median age of series completion (primary outcome) and higher rates of initiation and completion by age 13 years. We also examined the effect of earlier introduction of HPV on rates of Tdap and MenACWY initiation and completion by age 13 years. Design: Two-arm cluster-randomized trial involving 31 pediatric practices in Colorado and California between 10/2021-4/2026. Practices were randomized using covariate constrained randomization within each state to Intervention (introduction of HPV vaccination at ages 9-10) or Control (introduction at ages 11-12). Both study groups received similar annual training about best practices for HPV vaccination with recommended initiation age as the only difference. Results: Age at HPV series completion was substantially earlier in the Intervention group (median 12.2 v. 13.3 years; adjusted hazard ratio [aHR] 2.37; 95% CI 1.94-2.89). Key secondary outcomes were also improved in the intervention group: age at series initiation (median 11.0 v. 11.8 years; aHR 2.19; 95% CI 1.84-2.62), series completion by 13 years (61.6% v. 45.1%; RR 1.37; 95% CI 1.04-1.74), and vaccine initiation by age 13 years (77.1% v. 67.0%; RR 1.15; 95% CI 1.00-1.33). The intervention group was more likely to receive Tdap (aHR 1.47;95%CI 1.13, 1.92) during the trial; receipt of both vaccines by age 13 years did not differ. Conclusions: Earlier introduction of HPV vaccination resulted in earlier age of series completion, and more adolescents initiating and completing the series by age 13 without decreasing rates of other routinely recommended vaccines. Our findings support a preferential recommendation at 9-10 years. Trial registration number: NCT04722822 ClinicalTrial.gov

Background. Cannabidiol (CBD) products are sold in many forms for many purposes, but it is largely unknown which characteristics of real-world use relate to how users evaluate their experience. Methods. We analyzed an anonymous web-based survey of 377 CBD product users in Japan. We evaluated perceived-effect (0-5) and satisfaction (0-6) scores using main regression models of use frequency adjusted for age, sex, and body mass index. Separate supplementary models examined estimated daily CBD amount and other-cannabinoid co-use, purposes of use, or specific CBD amount-reporting status. Results. Use frequency was positively associated with perceived effects (B = 0.148, 95% CI 0.091 to 0.205) and satisfaction (B = 0.113, 95% CI 0.049 to 0.177; both p < 0.001). Estimated daily amount showed no clear association with either outcome after adjustment, whereas participants who reported specific milligram information had higher scores on both (B = 0.543, p < 0.001 and B = 0.559, p = 0.002). Amount-reporting status was associated with product form (tincture 48.5% vs 30.8%; smoking or inhalation 58.5% vs 75.7%; both FDR-adjusted p = 0.009), whereas no statistically significant group differences were found for age, sex, body mass index, use frequency, or sleep timing. Purposes of use and sleep-timing indicators showed no clear associations with the outcomes. Conclusions. Subjective evaluation of CBD use was more consistently related to how often CBD was used and whether a specific milligram amount was reported than to how much was reportedly taken, and amount-reporting status was related to product form. Specific CBD amount-reporting status may be a useful complementary dimension for characterizing real-world CBD use.

Objectives To investigate the association between time spent in NHS Type 1 emergency departments (EDs, consultant led 24 hour services with full resuscitation facilities) and risk of leaving employment and hospitalisation after leaving the department alive up to two years after attendance. Methods We conducted a retrospective cohort study using linked administrative data from the NHS Emergency Care Dataset, Hospital Episode Statistics, Census 2021, and mortality records. ED length of stay was categorised from under 2 hours to 12 hours or more. Cox proportional hazards models were fitted to estimate the association between ED length of stay and subsequently leaving employment or being hospitalised over a two year follow-up period, adjusting for demographic, socioeconomic, and clinical characteristics. Results Our study population comprised 3,347,008 individuals aged 25 to 64 who attended a Type 1 ED in England between April 2021 and March 2023. For leaving employment, adjusted hazard ratios (aHRs) increased from 1.04 (95% CI 1.03 to 1.06) for stays of 2 to <4 hours to 1.21 (1.17 to 1.24) for 12 hours or more, compared with stays under 2 hours. A similar but more pronounced gradient was observed for post-discharge hospitalisation, with aHRs rising from 1.06 (1.04 to 1.07) at 2 to <4 hours to 1.95 (1.91 to 1.99) for stays of 12 hours or more. Conclusions Prolonged time spent in the ED is associated with poorer outcomes among working-age employees, including reduced labour market participation and increased hospital use. These findings suggest that long ED stays may have wider and longer-term implications beyond immediate clinical outcomes, including potentially for national labour markets and economic growth.

Background: While health system costs of COVID-19 are well documented, evidence on out-of-pocket costs to patients and families, including non-medical and time burden, is limited. This study aimed to estimate out-of-pocket medical, non-medical, and time burden of COVID-19 illness directly from patients and caregivers. Methods: Two cross-sectional surveys were fielded to national nonprobability samples of U.S. adults in Fall 2023: a personal burden survey (adult sample) and a caregiver burden survey (child sample). Surveys collected data on care setting, visit duration including travel and wait time, and medical and non-medical out-of-pocket costs. After applying quality-based exclusion criteria, 409 adult sample and 52 child sample responses were analyzed. Results: Over 87% of respondents were insured. Median out-of-pocket medical costs per visit were low, ranging from $5 (emergency department) to $10 (urgent care) in the adult sample, and from $0 (emergency department) to $75 (hospitalization) in the child sample. Median non-medical costs were $28 or less across care settings. Median time spent receiving care ranged from 90 minutes (primary care, child sample) to 300 minutes (emergency department, adult sample). Despite the relatively low reported out-of-pocket costs, COVID-related financial challenges were reported by 34% of the adult sample and 29% of the child sample, with the most common difficulty being paying non-medical bills (11% and 15%, respectively). Twelve percent in both groups reported problems paying COVID-19-related medical bills. Conclusions: In this post-pandemic non-probability sample, individual out-of-pocket costs for COVID-19 illness were relatively modest. However, time burden was substantial and one-third of respondents reported financial hardship. These estimates, including non-medical and time burden not captured in administrative data, can support more robust economic evaluations of COVID-19 prevention and treatment interventions.

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.

Objective: To examine associations of health insurance status, household income, and cost-related healthcare barriers with receipt of a routine medical checkup among U.S. adults. Methods: This cross-sectional study analyzed 2024 Behavioral Risk Factor Surveillance System data. Survey-weighted descriptive estimates and multivariable logistic regression incorporated sampling weights, strata, and primary sampling units. The outcome was a routine medical checkup within the previous 12 months. Results: Among 321,592 complete cases, 78.0% of U.S. adults reported a recent routine checkup. Cost-related barriers (adjusted odds ratio [AOR], 0.56; 95% confidence interval [CI], 0.54-0.57) and uninsurance (AOR, 0.28; 95% CI, 0.27-0.29) were associated with lower checkup utilization. Lower household-income groups generally had lower adjusted odds than adults with incomes of $200,000 or more. Conclusions: Insurance, income, and reported cost barriers were independently associated with routine checkup utilization. Findings are descriptive and do not establish causal effects. Keywords: health insurance; household income; cost-related barriers; routine medical checkup; healthcare utilization; BRFSS

Background: Nicotine pouches (NPs) are increasingly popular tobacco-free nicotine products, particularly among young people. Despite growing use, evidence regarding their oral health effects remains limited. Methods: We employed a mixed-methods approach comprising: (1) a national cross-sectional survey of NP users, (2) a survey of UK dental professionals, and (3) in-person clinical assessments of NP users. Survey data explored patterns of NP use, oral and dental side effects, and perceptions of risk. Clinical assessments included comprehensive oral examinations, periodontal assessments, and histopathological investigation of lesions where indicated. Results: A total of 3,659 NP users completed the public survey. Participants were predominantly male (89%) and aged 16-22 years (78%). Overall, 45% reported at least one oral or dental side effect. The most commonly reported effects were gingival recession (60%), burning sensations (41%), white patches (30%), and dry mouth (29%). Higher nicotine exposure was associated with increasing numbers of reported side effects. Among 126 dental professionals, oral lesions associated with NP use were commonly observed clinically, while only 17% reported seeing no oral or dental effects. Thirty-three NP users underwent in-person assessment. Ten lesions were biopsied; six demonstrated hyperkeratosis and four showed oral epithelial dysplasia (three mild, one moderate). All dysplastic lesions occurred at pouch placement sites. In two cases, clinical follow-up demonstrated partial or complete resolution of lesions following cessation of NP use. Periodontal assessments demonstrated generally low levels of periodontal disease and gingival recession across the cohort. Conclusions: Oral and dental side effects associated with NP use were commonly reported by users and observed by dental professionals. Histopathological assessment identified biopsy-confirmed oral epithelial dysplasia in lesions occurring at pouch placement sites, representing, to our knowledge, the first such report associated with NP use. Evidence of lesion improvement following discontinuation of use suggests that at least some NP-associated oral changes may be reversible. Although causality cannot be established, these findings highlight the need for vigilance among dental professionals and urgent longitudinal research to determine the incidence, progression, and reversibility of NP-associated oral lesions.

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.

Introduction: Vaping public education campaigns are a central prevention strategy for young adults (YAs), but message effectiveness varies widely and formative testing typically evaluates one message attribute at a time. This study examined how four perceptual dimensions, including cognitive engagement, social relevance, emotional arousal, and emotional valence, relate to perceived message effectiveness (PME), and whether multiple combinations of these dimensions correspond to similarly high PME. Methods: In a cross-sectional online message-testing study conducted from March to April 2025, 540 U.S. YAs who vape each evaluated 15 messages randomly sampled from a corpus of 229 text-image vaping public education messages, yielding 8,100 message evaluations. Cross-classified multilevel models estimated associations between each perceptual dimension and PME. An Explainable Boosting Machine probed nonlinear associations, and k-means clustering of high-predicted-PME perceptual configurations identified distinct profiles. Analyses were conducted in 2026. Results: Cognitive engagement (b = 0.20, 95% CI [0.18, 0.22]) and social relevance (b = 0.15, 95% CI [0.13, 0.17]) showed the strongest associations with PME, followed by emotional arousal (b = 0.06, 95% CI [0.04, 0.08]); emotional valence showed no linear association (b = 0.00, 95% CI [-0.02, 0.02]). The Explainable Boosting Machine revealed a U-shaped valence pattern, with higher predicted PME at both the negative and positive ends of the scale. Clustering yielded five distinct perceptual profiles with similarly high predicted PME (4.10-4.25). Conclusions: Multiple perceptual configurations correspond to similarly high PME, supporting a configurational approach to formative message testing rather than a single optimal message formula.

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.

Objective: We explored the implementation considerations of machine learning (ML) suicide risk identification in a health system that serves primarily American Indian patients in the Southwestern United States. Previous work developed and reported the performance of suicide risk models, but traditional performance metrics do not directly reflect clinical workflows. Materials and Methods: Using EHR data collected for Emergency Department (ED) visits between 10/01/2019 and 10/02/2021, we conducted Decision Curve Analysis (DCA) to identify the standardized net benefit (SNB) of all models previously evaluated and plotted the potential workload implications of the model with the greatest SNB. Finally, we evaluated suicide screening practices during the study period to inform implementation barriers. Results: Among 9,244 patients, 139 (1.5%) had a suicide attempt or death within 90 days of an included visit. The population-specific logistic regression model had the greatest SNB compared to other approaches. When operationalized, the 95th percentile cutoff did not substantially increase clinical workloads, while the 75th percentile cutoff substantially impacted workloads. The secondary analysis on suicide screening depicted variations in screening administration over time. Discussion: While DCA identified advantages of ML suicide risk identification over current standards, the complexities of suicide-related care limited its clinical interpretability. A stepped-care framework may mitigate potential workload burdens. Training initiatives and dynamic implementation strategies will support high-quality implementation of ML suicide risk identification. Conclusion: Our analyses support the feasibility and utility of augmenting existing suicide screening practices with ML suicide risk identification, and demonstrate the importance of nuanced analyses to inform implementation considerations.

Background/Objectives: Older adults are at high risk of influenza-related severe disease and complications. HD-IIV, currently recommended for adults [&ge;]65 years, is egg-based and may be subject to egg-adapted mutations. An mRNA-based vaccine for influenza, mRNA-1010, has been approved by the Food and Drug Administration. Given the clinical benefits observed in mRNA-1010 clinical trials and potential to avoid egg-adapted mutations, this analysis explores the clinical impact of mRNA-1010 compared to HD-IIV in those [&ge;]65 years in the United States. Methods: This study used a decision-analytic model of influenza infection and downstream outcomes to project influenza burden with each vaccine over a one-year timeframe. Vaccine coverage, HD-IIV vaccine effectiveness (VE) and influenza epidemiology was estimated based upon Centers for Disease Control and Prevention data. The relative VE (rVE) for mRNA-1010 vs. HD-IIV was modelled based on data from the clinical trial and published literature on the impact of egg adaptation. Results: The base-case analysis suggests mRNA-1010 may prevent an additional 232,200 symptomatic influenza infections, 130,000 outpatient cases, 21,100 influenza-related hospitalizations, and 2,200 influenza-related deaths compared to HD-IIV. The number needed to vaccination to prevent one hospitalization was 514 or mRNA-1010 vs no vaccine and 404 for HD-IIV versus no vaccine, for an incremental NNV of 110. Scenario and deterministic sensitivity analyses results indicate that clinical outcomes prevented by mRNA-1010 are most sensitive to influenza incidence and VE. Conclusions: mRNA-1010 may improve protection against influenza in US adults aged [&ge;]65 years, leading to meaningful reductions in the clinical influenza-related disease burden in older adults.

Abstract Importance Patients with behavioral health presentations leave the emergency department (ED) before evaluation more often than other patients, but outcomes after leaving without being seen (LWBS) have not been described in this population. Objective To compare return visits, admission, and mortality after LWBS vs completed care among behavioral health ED episodes. Design, Setting, and Participants This retrospective episode-level cohort study used a multisystem deidentified electronic health record database of US health systems (data snapshot June 4, 2026). Participants were patients of all ages with an ED visit and same-day behavioral health diagnosis. Index visits (recorded January 26, 2001 to April 13, 2025) each opened a 30-day episode window; in-window were counted as outcomes, and patients could contribute episodes to either group. Data were analyzed in October 2026. Exposure LWBS (diagnosis code Z53.21 on a date with an ED encounter) vs completed care ending in discharge home. Main Outcomes and Measures The primary outcome was ED return visit within 7 days. Secondary outcomes were return visit within 3 and 30 days; admission on day 0, on days 1-7 (principal measure), and within 30 days; and all-cause death within 7 and 30 days, assessed among episodes from 2017 through 2023 using a verified death-record definition. Results The analysis included 1,305,812 episodes (12,248 LWBS; 1,293,564 completed care) from 525,490 patients; 666,930 episodes (51.1%) involved female patients and 66,733 (5.1%) involved patients younger than 18 years. Return visit within 7 days followed 24.5% of LWBS episodes vs 13.2% of completed-care episodes (risk ratio [RR], 1.86; 95% CI, 1.81-1.92), and admission on days 1-7 followed 17.1% vs 3.9% (RR, 4.41; 95% CI, 4.24-4.59). Among 2017-2023 episodes, 30-day mortality was 0.69% (70 of 10,141) after LWBS vs 0.32% (2,426 of 756,140) after completed care (RR, 2.15; 95% CI, 1.70-2.73). Results were similar under alternative episode definitions. Conclusions and Relevance Among patients with behavioral health ED presentations, LWBS was followed by higher rates of return visits, admission, and short-term mortality than completed care. These unadjusted findings describe outcome burden, not causal effects, and highlight patients who leave as a target for rapid follow-up.

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.