BMJ Public Health

Background Chemsex, drug use before/during sex to facilitate and enhance the experience, is undertaken by a minority of gay, bisexual and other men who have sex with men (GBMSM), but evidence of chemsex prevalence in England is limited. This study describes trends in chemsex prevalence between 2022-2025 and identifies factors associated with chemsex amongst GBMSM in England. Methods Data from the RiiSH study (2022-2025), an annual online cross-sectional survey of GBMSM recruited through social networking/dating apps and community partners, were analysed. Trends in chemsex prevalence and adjusted prevalence were estimated using log-binomial regression models. The following seven variables were candidate factors associated with chemsex and were assessed through logistic regression: age, sexual orientation, education, employment, HIV status, HIV PrEP use, and sexual health service (SHS) use. Results 5728 GBMSM were included in this study. Adjusted chemsex prevalence varied from 6.1% in 2022 to 4.2% in 2023, 5.1% in 2024 and 6.8% in 2025. Chemsex was more likely in GBMSM who were: gay (aOR=1.57 versus other sexual orientations; 95%CI 1.11-2.29, p=0.01), unemployed (aOR=3.08 versus employed full-time; 95%CI 2.19-4.26, p<0.001); aged 35-59 versus 16-34 years (p<0.001), with recent HIV PrEP use (aOR=3.79 versus no recent use; 95%CI 2.63-5.56, p<0.001), SHS use (aOR=2.23 versus no recent use; 95%CI 1.76-2.83, p<0.001), and living with HIV (aOR=3.16 versus negative/unknown HIV status; 95%CI 2.43-4.09, p<0.001). Conclusions Chemsex prevalence was low and stable between 2022-2025. PrEP and SHS use were associated with chemsex, supporting integration of specialist support services within SHS.

Sex workers remain disproportionately affected by HIV and mental health distress because their access to prevention and support services is shaped by stigma, criminalisation, violence, poverty, unequal client power, fear of disclosure and negative healthcare encounters. These pressures are particularly visible in district-level settings where sex workers must balance unstable income, personal safety and healthcare needs. A qualitative research design was used. Participants were recruited through purposive and snowball sampling. Twenty unique participants took part in the study: five participated in individual semi-structured interviews and 15 different participants attended two focus group discussions comprising seven and eight participants, respectively. No individual interview participant attended a focus group discussion. Participants were aged 18 years or older and lived or worked in the West Rand District. The interviews and focus group discussions were audio-recorded, transcribed verbatim and analysed through reflexive thematic analysis informed by Braun and Clarkes six-phase process, with data organisation supported by NVivo. Six themes were developed: sex work as economic survival rather than simple choice; HIV prevention under conditions of unequal client power; healthcare access shaped by stigma, fear and lack of confidentiality; mental health distress as part of everyday sex work; peer educators as trusted bridges to care; and the need for inclusive and differentiated support. HIV prevention and mental health support were interconnected through poverty, client negotiation, clinic mistrust, emotional distress and reliance on peer-led services. Economic insecurity, client power, stigma, weak confidentiality and psychological distress constrained access to HIV prevention and mental health support services. Peer educators facilitated access through information, referrals, emotional support and clinic navigation. Services should therefore be integrated, confidential, stigma-free and responsive to diverse gender identities, sexual orientations and sex-work settings.

Background Community-led interventions for female sex workers (FSW) can improve HIV prevention and treatment outcomes by lowering self-stigma and strengthening social cohesion to improve service uptake. In Zimbabwe, the AMETHIST intervention trial integrated peer-led microplanning with self-help groups for FSW and demonstrated improved HIV treatment outcomes. We investigated the role of social cohesion and self-stigma in explaining these findings. Method We conducted a mixed-method analysis of data collected during AMETHIST. We re-analysed qualitative data from interviews and group discussions to identify narratives linking self-stigma, engagement with microplanners and/or self-help groups and HIV service use. We analysed quantitative data from endline respondent-driven sampling surveys for differences in self-reported measures of social cohesion and self-stigma between trial arms, and between those who did and did not participate in intervention activities or access services. Results In both arms, FSW self-reported engaging with peer supporters, participating in self-help groups and accessing HIV services. Qualitative narratives suggested peer support and group participation could reduce self-stigma and support service uptake. Lower levels of self-stigma were seen in the intervention arm (58.6% vs 63.2%; aOR 0.77; 95% CI 0.61-0.86). Social cohesion exceeded 50% across the whole sample, but was not associated with study arm, nor with engagement in intervention-related activities. Discussion Although qualitative data suggested some FSW felt their uptake of services was influenced by intervention components, quantitative analyses did not suggest either variable was on the causal pathway to the outcomes of the intervention. A limitation may have been the measurement of these complex constructs and the high levels of social cohesion across both study arms.

Background Population-level administrative data cohorts hold huge potential for generating evidence to improve child health. Understanding the quality of these data is critical to enabling us to fully realise this potential. We aimed to evaluate linkage between children's health, education and social care administrative records (ECHILD) to identify possible sources of bias. Methods We created four cohorts to understand the drivers of inclusion/exclusion within ECHILD. For each cohort, we calculated the linkage rate by counting the total number of eligible individuals who appeared in the ECHILD linkage spine and any of the corresponding hospital/school component datasets. We then assessed whether linkage rates varied according to sociodemographic characteristics (year of birth, sex, ethnicity, region). Results ECHILD currently captures 34.2 million patients and 25.3 million pupils born between September 1984 and March 2023, aged 0-38 years. Over 90% of children with hospital birth records linked to a school record (rising to 93% for those born from 2014 onwards); 88% of children attending school in 2001/02 linked to a patient record (rising to 96% for those born in 2019/20), resulting in a total of 21 million linked individuals. Substantial variation existed between sociodemographic groups, with those living in London, residing in more deprived areas, or with recorded ethnicity other than White being less likely to be included. Conclusions Population-level datasets such as ECHILD often under-represent specific groups. Irrespective of the mechanisms by which individuals are excluded (e.g. opt outs, linkage errors or not interacting with services), those in minoritised ethnic groups and those living in more deprived areas are most affected. Linkage evaluations are critical for understanding who is and who is not included in analyses of these data so that researchers can account for potential sources of bias within analyses.

Background: The first thousand days are a sensitive window for child health and social health inequalities. When routine care falls short, parents of young children turn to online sources and, recently, to generative artificial intelligence (AI). Evidence on their concerns, child-health literacy, and AI use is scarce. Objective: To describe health informational needs and concerns, child-health literacy, and use of AI for child-health questions, including differences by parental role and parity, among parents of young children. Methods: In this cross-sectional study, two anonymous self-administered online questionnaires were disseminated through a digital health application between May 12 and June 11, 2026, to French-speaking parents of at least one child aged 0 to 47 months in France. Questionnaire 1 covered unmet information needs, concerns across 16 topics, perceived intra-couple concordance, and confidence in routine care. Questionnaire 2 covered a four-item child-health literacy quiz and AI use (frequency, topics, 12-month trend, barriers, trust conditions, perceived effect on consultations, and disclosure). Results: In total, 12,634 parents responded (Questionnaire 1, n=5,410; Questionnaire 2, n=7,224), mostly mothers (94.6% and 92.9%). Most (61.8%) had searched for information without finding a clear, reliable answer, selecting a median of 4 (Interquartile range [IQR] 3-7) over 16 topics. Leading concerns were sleep (51.3%), nutrition (48.1%), and education (i.e., upbringing and behavior) (47.8%). Mothers were nearly twice as likely as fathers to select accident prevention (26.5% vs 16.3%) and parental mental health (38.7% vs 28.6%); first-time parents selected most topics more often than experienced parents, most markedly dental hygiene (43.8% vs 27.6%). The median child-health literacy score was 3 (IQR 3-4) on a 0-to-4 quiz, with 19.9% of parents scoring 2 or below; tooth-brushing age was the weakest item (68.4% correct). Mothers outscored fathers on every item. More than half of parents (54.2%) had used AI for a child-health question, 11.2% weekly; among those reporting a trend, 68.3% had increased AI use for child-health questions over the year and 6.2% decreased it. The main barriers to AI use were a preference for professionals (55.9%) and reliability concerns (48.7%); trust depended most on medical oversight of the tool (76.6%). AI use appeared additive, with 66.8% reporting no change in healthcare visit frequency. One third (35.5%) had told an AI something shared with neither a professional nor their network, rising to 64.1% among regular users. Conclusions: Parental informational needs were widespread and frequently unmet. AI has become a common and fast-rising source for child-health questions, at times a confidential one, used alongside rather than instead of professionals. Child-health literacy was generally high but uneven, with oral health the clearest gap. Strengths include the sample size and early-generative-AI timing; limitations include the cross-sectional design, self-report, digital-recruitment selection bias, and the small proportion of fathers.

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.

Background: In England, a national school-based human papillomavirus (HPV) vaccination programme was introduced in September 2008. Routine vaccination against HPV16/18 is offered to girls aged 12-13 and a 'catch-up' offer ran for girls aged 14-18 during the programme's first two years. Methods: Data from 19,407 women aged 25-29yrs attending cervical screening across England 2016-2025 were collected and residual samples from 4,837 high-risk (HR) HPV-screening-positive women were genotyped to monitor type-specific HR-HPV prevalence and evaluate vaccination impact. Results: Type-specific HR-HPV results were available for 3,683 HR-HPV-screen-positive samples. Estimated age-adjusted prevalence of HPV16 and HPV18 was 91% (95% confidence interval [CI]: 87-94%) and 84% (95%CI: 65-93%) lower respectively among routine-eligible women than vaccination-ineligible women. Large declines were also observed for HPV31 (85% [95%CI: 72-92%]) and HPV45 (84% [95%CI: 73-90%]) but not for other HR-HPV types. Among 618 women with cytological abnormalities, HPV16/18 was present in samples from 53.9% (95%CI: 34.8-73.1%) of vaccination-ineligible, 18.1% (95%CI: 13.5-22.7%) of catch-up-eligible, and 6.5% (95%CI: 3.6-9.3%) of routine-eligible women. Conclusions: The early years of the HPV vaccination programme in England conferred strong protection against HPV16, 18, 31 and 45, and dramatically changed the target remaining for screening strategies to detect and reduce cervical disease.

Objectives To evaluate the impact of COVID-19 vaccination on the prevention of long COVID (LC) in the Omicron era through an updated systematic review and meta-analysis. Methods We performed an update of our previously published systematic review and meta-analysis of vaccination and LC risk (searches between 1 January 2022 and 1 March 2024). Databases (Embase, MEDLINE, PubMed, Europe PMC, LILACS, Cochrane COVID-19 Study Register) were searched for studies published between 1 March 2024 and 13 July 2026. Observational studies assessing the impact of vaccination on the risk of LC four or more weeks after SARS-CoV-2 infection were included. Vaccines were restricted to those centrally authorised in the European Union. Random-effects meta-analyses, restricted to adults, were performed to calculate pooled odds ratios (OR) of LC in three comparisons: vaccinated (any dose) versus unvaccinated; booster vaccination versus unvaccinated; and booster vaccination versus primary course vaccination only. Results Nineteen new studies were identified, of which ten were included in the updated meta-analyses alongside eight studies from the original review. The pooled OR of LC in vaccinated adults (any dose) versus unvaccinated was 0.75 (95% confidence interval [CI] 0.67-0.84; 13 studies). ORs were also lower for booster vaccination versus unvaccinated (0.73; 95% CI 0.65-0.82; 6 studies), and booster vaccination versus primary course vaccination (0.63; 95% CI 0.53-0.75; 6 studies). Significant associations between vaccination and lower LC odds were observed in subgroup analyses of mRNA-only vaccination and LC outcomes three or more months after infection. Conclusions This updated review and meta-analysis reinforces our previous finding that vaccination may reduce the burden of LC in the Omicron era, with booster doses potentially providing additional protection. Although evidence in high-risk groups now prioritised for vaccination in most countries remains limited, these findings clearly demonstrate the benefits of vaccination and support current seasonal vaccination strategies.

Long-acting injectable human immunodeficiency virus (HIV) medicines expand treatment and prevention choices, but willingness to use them does not establish readiness to begin. We examined readiness to start these options, associated factors and conditions for acceptance among people living with HIV and pre-exposure prophylaxis (PrEP)-service clients in Uganda. This cross-sectional study analysed 225 participants at Mildmay Hospital and Kajjansi Health Centre IV in central Uganda. Readiness meant preferring initiation immediately or within three months. Modified Poisson regression estimated adjusted prevalence ratios (aPRs) and 95% confidence intervals (CIs), including age-by-service-group interaction. Separate models examined informational, perceptual and financial factors, adjusting for service group, age and sex. Logistic marginal standardisation checked demographic and expanded age comparisons. Overall, 108 participants (48.0%) were ready to start injectable HIV treatment or prevention, 111 (49.3%) wanted more information about these options, and six (2.7%) preferred initiation in six to twelve months. Readiness was 80.8% among people living with HIV aged 15-24 years and 34.4% among those aged 25 years or older (aPR 2.35, 95% CI 1.63-3.38). Corresponding proportions among PrEP-service clients were 39.2% and 41.4% (aPR 0.95, 95% CI 0.60-1.50; interaction p=0.002). In separate adjusted models, clinic-staff information (aPR 1.94, 95% CI 1.42-2.66), belief in greater effectiveness (2.00, 1.43-2.80) and a one-point increase in benefit score (3.27, 2.36-4.55) were associated with higher readiness. A one-point increase in concern score (0.70, 0.60-0.80) and financial difficulty sometimes or more often (0.68, 0.48-0.96) were associated with lower readiness. Fewer side effects was the leading condition for accepting injectable HIV treatment or prevention across service and readiness groups. Nearly half of participants were ready to start, while a similar proportion wanted further information about injectable options. Programmes should assess intended initiation timing alongside willingness and address safety, appointment flexibility, privacy and affordability through counselling and service planning.

Introduction In July 2025, WHO launched the 3 by 35 Initiative calling on countries to increase real prices of tobacco, alcohol, and sugary drinks by at least 50% by 2035 to secure an additional $ 1 trillion in public revenue. While the effectiveness of excise taxes and prices in reducing tobacco use is well-documented, the feasibility of this call to action has not been evaluated empirically across the world. Methods Trend changes in countries nominal and inflation-adjusted retail prices were investigated using the most-sold brand of cigarettes over windows ranging from 2 to 16 years over the period 2008-2024, derived from nine editions of the World Health Organization Report on the Global Tobacco Epidemic. Statistical models of the association of cigarette excise taxes and prices from the panel of 195 countries were estimated. The frequencies of cigarette prices rising by at least 20% and 50% over preceding periods was estimated, and the length of time countries would need to reach these targets based on past trends were predicted. Results Over one- fifth of nominal cigarettes prices (and up to 40% in WHOs African region) were sticky across successive periods, even in countries with high overall consumer price inflation. Between 2008 and 2024, inflation-adjusted international dollar cigarette prices rose at a least squares annual trend growth rate of 2.9% (95% UI 2.8-3.0%) Excise tax increases strongly predict price increases. One-third of countries saw real prices at least 50% higher than 10 years prior. Conclusion Many of the instances of real price increases of 50% or more over 10-year periods occurred without countries implementing a conscious strategy to raise taxes. It is feasible to achieve and even surpass WHOs 3 by 35 call to action for tobacco if countries strategize and accelerate tobacco tax increases.

Growing evidence links ultra-processed food intake according to the Nova classification with poor health, yet no comprehensive database of additives and food substances of non-culinary use that are markers of ultra-processing exists for the UK. Building the database involved seven steps: (1) obtaining all approved additives in the UK, (2) retrieving all of their technical functions, (3) coding each technical function as cosmetic (marker of ultra-processing) or non-cosmetic (not a marker of ultra-processing), (4) adding 'flavour extracts', 'natural flavourings', and 'flavourings', (5) excluding additives as ultra-processing markers if they served fortification purposes, or were a herb/spice, and (6) adding food substances of non-culinary use defined as markers of ultra-processing in the Nova classification. Lastly, (7) two UPF definitions were constructed based on the ambiguity/overlap of additive technical functions from previous approaches. The database is freely accessible for researchers to improve consistency in using the Nova classification in the UK.

Background Women living with HIV (WLHIV) have an increased risk of persistent human papillomavirus (HPV) infection and cervical cancer. We evaluated the lifetime health impact and cost-effectiveness of HPV vaccination strategies targeting WLHIV across 13 African countries. Methods We developed an age-structured Markov model of HPV infection and cervical cancer in a closed cohort of 100,000 females, stratified by HIV status, and calibrated it separately for each country to age-specific cervical cancer incidence, cervical cancer mortality, and female HIV prevalence. Six HIV-targeted strategies were compared with routine two-dose vaccination at age 14 years. The strategies either provided a booster dose to previously vaccinated WLHIV or combined a booster for previously vaccinated WLHIV with a three-dose primary catch-up course for previously unvaccinated WLHIV. Interventions were delivered at ages 18 or 24 years under standard- and high-coverage assumptions. Outcomes included cervical cancer cases averted, cervical cancer deaths averted among WLHIV, discounted disability-adjusted life-years (DALYs) averted, additional physical vaccine doses, and incremental costs from the health-system and vaccination-programme perspectives. Results All six strategies generated additional health gains relative to routine vaccination alone. Mean DALYs averted across countries ranged from 8.21 for booster vaccination at age 24 years to 81.36 for high-coverage combined booster and catch-up vaccination at age 24 years. Booster-only strategies produced the greatest health gains per additional physical vaccine dose, whereas the high-coverage combined strategy at age 24 years produced the largest average absolute health gain. However, the relative performance of vaccination at ages 18 and 24 years varied by strategy and country. From the health-system perspective, 68 of 78 country-strategy comparisons were more effective and less costly than routine vaccination after accounting for avoided cervical cancer treatment costs. From the vaccination-programme perspective, all strategies required additional expenditure. Conclusions HPV vaccination strategies targeting WLHIV generated additional health benefits beyond routine adolescent vaccination and were cost-saving in many country-strategy comparisons when avoided cervical cancer treatment costs were included. Booster-only strategies were the most dose-efficient, whereas combined booster and primary catch-up strategies produced larger absolute health gains. The relative performance of strategies delivered at ages 18 and 24 years was context dependent and should not be interpreted as evidence of a universal advantage of later vaccination. Given the limited direct evidence on the clinical effectiveness and duration of protection following HPV booster vaccination among WLHIV, the booster scenarios should be interpreted as exploratory.

Background: COVID-19 movement restrictions reduced social contact worldwide, curbing viral spread but with unequal economic consequences where social safety nets are limited. Little evidence exists on how these impacts varied by occupation, wealth and age in resource-constrained settings. This paper examined pre-pandemic contact and lockdown-related change. Methods: The paper documents analysis of a population-representative survey (N=8,499) in Manicaland, Zimbabwe, during April-May 2021, capturing typical weekday contacts before and during the first COVID-19 lockdown. Negative binomial regression models assessed pre-lockdown contact counts by socio-economic characteristics, overall and by place (home, school, work, transport, entertainment); linear regression assessed predictors of lockdown declines. Results: Pre-COVID-19, respondents reported a median of 12 daily contacts (interquartile range [IQR] 4-47), with higher counts among manual labourers (incidence rate ratio [IRR] 2.21, 95% confidence interval [CI] 2.00, 2.44), retail and public sector workers (IRR 2.33, 95%CI 2.09, 2.60) and students (IRR 2.59, 95%CI 2.38, 2.82), males, wealthier respondents, under-30s, and urban and agricultural estate residents. Counts were highest in schools. During lockdown, contacts fell across all subgroups to a median of 8 (IQR 4-28). Declines were greatest among those with most pre-COVID-19 contacts: urban (mean -17.5, 95%CI -19.53, -15.37) and agricultural estate residents (-18.1, 95%CI -19.99, -16.13), students and teachers (-17.7, 95%CI -19.82, -15.59), males and 30-44 year olds. Drops were greatest in schools and on transport. Conclusion: Reductions in contact under blanket lockdown varied markedly between subgroups and places in Manicaland, Zimbabwe. Selectively targeting high-contact groups might have achieved similar transmission reductions while limiting economic damage, holding lessons for similar settings.

Background Viral load suppression (VLS) remains suboptimal among adolescents and youth living with HIV (AYLWH) in Malawi. Depressive symptoms may affect treatment adherence and HIV outcomes, but evidence is limited. We assessed the association between depressive symptoms and VLS among AYLWH using Malawi Population-based HIV Impact Assessment (MPHIA) 2020-2021 data. Methods We conducted a cross-sectional secondary analysis of AYLWH aged 15-24 years. VLS was defined as HIV RNA less than 200 copies/mL and depressive symptoms as a Patient Health Questionnaire-2 score of 3 or higher. Survey-weighted logistic regression assessed associations with VLS, adjusting for sex, education, residence, household wealth, alcohol use, Teen Club participation, and awareness of HIV-positive status. Findings Among 201 participants, viral-load results were available for 200; 137 (68.5%) achieved VLS. Six (3.0%) participants had depressive symptoms. Depressive symptoms were not associated with VLS in univariable analysis (OR 0.8, 95% CI 0.1-4.6; p=0.80) or multivariable analysis (aOR 0.3, 95% CI 0.1-2.4; p=0.28). Urban residence (aOR 0.2, 95% CI 0.1-0.5; p=0.0020) and unawareness of HIV-positive status (aOR 0.1, 95% CI 0.02-0.1; p<0.001) were associated with lower odds of VLS. Interpretation Depressive symptoms were not significantly associated with VLS, although their low prevalence and PHQ-2 limitations reduced precision. The findings highlight the importance of strengthening HIV-status awareness and addressing context-specific barriers to care among AYLWH. Funding This secondary analysis received no specific funding.

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.

Background: Vision-language models (VLMs) are being considered for estimating energy intake from meal photographs. Prompt descriptions such as a Japanese-dietitian persona shift the estimates, suggesting their use for calibration; what the estimates rest on was unknown. Objective: We examined whether prompt descriptions can serve as calibration, at which training stage responses to a nationality persona and to an amount instruction arise, and whether estimates follow the visible amount or one associated with the identified dish. Methods: Eleven commercial and 15 open-weight models were evaluated on NutriImage (887 Japanese single-dish photographs) and SNAPMe (1,134 US meal photographs) under eight prompt conditions (no description, five personas, and smaller- or larger-portion instructions). With one model, images were cropped or replaced by the dish name. Before- and after-meal photographs of 804 meals (ACETADA) were estimated. Pre-trained and post-trained weights of Gemma 3 and InternVL3.5 8B were compared by likelihood scoring. Prompts were compared with numerical calibration. Results: Where the dish was named as in the full image, a 25% crop changed neither the median absolute percentage error (MedAPE; 33.8% vs 34.4%) nor the persona shift (-20 vs -20 kcal); dish names alone gave similar accuracy (MedAPE 31.7%); nearly empty trays still received 39%-75% of the before-meal estimate, often described as already eaten. Between models, the persona shift was related to baseline bias (r = -0.77) and less to instruction following (r = -0.36); the instruction shift showed the reverse (r = -0.14 and -0.95). In Gemma 3, the Japan-US contrast was 2-4 times larger before post-training, and the instruction response 2-4 times larger after it (InternVL3.5 8B: 3 and 1.4 times). Across images, the Japan-US contrast was uniform on US meals and, for Japanese dishes in the commercial models, Gemma 3, and Qwen3-VL 32B, larger where overestimated. In these models, the persona lowered MedAPE for Japanese dishes as much as, or slightly more than, subtracting the mean bias, and no more than dividing by a ratio; on US meals it did not; in open-weight families that responded little, only numerical calibration lowered error. The smaller-portion instruction raised MedAPE in models with little bias (eg, 30.0% to 50.2%). Conclusions: In the model examined most closely, the estimates behaved as if anchored on an amount associated with the identified dish and only partly corrected by the visible amount. Prompt descriptions moved them by amounts depending on model and cuisine, not on the correction needed; a persona is therefore not proposed as a general means of calibration. In a facility, the findings suggest showing the identified dish for correction, calibrating by a ratio measured on reference meals with the deployed model, keeping amount statements out of the prompt, and not deriving intake from before-after-meal differences.

Background Cancer stigma contributes to low cervical cancer screening rates among Nepali women. However, no stigma reduction interventions have been implemented thus far in Nepal. This study assessed the effectiveness of a muticomponent cervical cancer stigma reduction intervention on cancer stigma scores and cervical cancer screening uptake rates among urban Nepali women. Methods A two-arm, parallel cluster-randomized trial was conducted in Budhanilkantha Municipality, Kathmandu District, Nepal. Twelve administrative wards were randomized in a 1:1 ratio to the intervention or control group, with wards serving as the unit of randomization and individual women as the unit of analysis. A total of 310 women aged 30-60 years who had not undergone cervical cancer screening during the previous five years were enrolled. The three-hour intervention included cervical cancer education, a video featuring cervical cancer survivors, participatory group discussions, and myth-versus-fact activities addressing cancer stigma. Cancer stigma was assessed two months after the intervention using the Nepali version of the Cancer Stigma Scale. Cervical cancer screening uptake was assessed six months after the intervention. Data were analyzed using intent-to-treat and as treated approaches with a generalized estimation equation with logistic regression. Results From June 2022 to February 2023, 310 women were enrolled. At 2 months, stigma data were available for 248 participants (120 intervention, 128 control). In the intention-to-treat analysis, the odds of cancer stigma were lower in the intervention group than in the control group (OR 0.25, 95% CI 0.08 to 0.8; p=0.022). Odds were also lower for the severity domain (OR 0.31, 95% CI 0.10 to 0.90; p=0.048) and awkwardness domain (OR 0.21, 95% CI 0.08 to 0.56; p=0.001) with no differences in other subdomains. At 6 months, the odds of cervical cancer screening was 3.9 times greater in the intervention group than in the control group (95% CI: 1.1-13.20, p=0.028). As treated analysis reinforced these findings, with lower odds of stigma (AOR:0.09, 95% CI: 0.01-0.53, p=0.007), severity (AOR:0.16, 95% CI: 0.06-0.42, p<0.001), and awkwardness (AOR:0.1, 95% CI: 0.02-0.44, p=0.02). Cervical cancer screening odds was 4.02 times higher in the intervention group (95% CI:1.1-13.7, p=0.026). Conclusions Compared with the control condition, participants allocated to a community-based multicomponent intervention designed to reduce cancer stigma had lower odds of elevated cancer stigma two months after the intervention and higher odds of cervical cancer screening by six months. Larger cluster-randomized trials with more clusters and longer follow-up are needed to assess the reproducibility, durability, and generalizability of these findings.

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.

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.