Musculoskeletal pain is a global issue affecting millions of individuals. Healthcare provider gender bias (HCP-GB) in pain management or treatment may have implications. This study aimed to systematically (1) identify and map the scientific and grey literature as it relates to HCP-GB in the assessment, diagnosis and management of musculoskeletal pain, and (2) identify current gaps that necessitate further research.

This scoping review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR).

The following databases were searched: PubMed (National Library of Medicine), Embase (Elsevier), Scopus (Elsevier), CINAHL Complete (Ovid), Academic Search Complete (EBSCOhost), Pre-Prints Database (National Library of Medicine) and Rehabilitation Reference Center from inception to August 2022 and updated in May 2025. Relevant grey literature was identified.

All screening was performed by two reviewers during title/abstract screening and full-text screening stages. Articles published in English, Spanish and German were included if they involved participants with musculoskeletal pain and examined HCP-GB as the dependent variable.

Two reviewers independently extracted data from the bibliometric, study characteristics and pain science variables. Results were descriptively mapped, and the frequency of concepts, population and characteristics was narratively reported.

21 full-text articles were included. All articles were published in North America and Europe. A total of 3694 healthcare providers from various specialty areas were examined. A majority of studies (57.1%; n=12) measured HCP-GB using written case vignettes, 33.3% (n=7) used case vignettes plus virtual human pictures/videos, and 9.5% (n=2) used real patients. The influence of patients’ sex in HCP pain assessment was reported in 28.5% (n=6) of the articles, while 42.9% (n=9) reported gender bias regarding HCP non-pharmacological treatment recommendations. Male patients were more likely to receive exercise recommendations for back pain and laboratory testing, whereas female patients received more psychological treatment recommendations and counselling from their HCP.

While there appears to be inconsistent use of the terms sex and gender, the literature informing this review suggests an existence of gender bias in the management of patients with musculoskeletal pain. Future research should be more purposeful in the use of sex/gender-related terms and consider exploring the impact of implicit bias training to rectify potential gender biases present in HCP.

To evaluate the accuracy of the arterial oxygen partial pressure/inspired oxygen fraction (PaO₂/FiO₂) ratio in predicting mortality among acute respiratory distress syndrome (ARDS) patients in Vietnam.

A retrospective observational study.

A central hospital in Vietnam.

Adult patients diagnosed with ARDS based on the Berlin definition and admitted to Bach Mai Hospital between August 2015 and August 2023. ARDS severity was converted from descriptive categories to the Berlin score, ranging from 1 (PaO₂/FiO₂>300 mm Hg) to 4 (PaO₂/FiO₂≤100 mm Hg).

All-cause hospital mortality.

Of 345 patients, 67.5% were male, and the median age was 55.0 years (IQR: 39.0–66.0). Hospital mortality was 61.2% (211/345). On the first day of admission, the PaO₂/FiO₂ ratio (areas under the receiver operating characteristic curves (AUROC): 0.585 (95% CI 0.522 to 0.649)) showed limited predictive ability for hospital mortality. Incorporating the PaO₂/FiO₂ ratio into the Berlin score did not substantially improve accuracy (AUROC: 0.578 (95% CI 0.516 to 0.641)). Both measures were less accurate than Sequential Organ Failure Assessment (SOFA) (AUROC: 0.650 (95% CI 0.590 to 0.711)), Acute Physiology and Chronic Health Evaluation II (APACHE II) (AUROC: 0.685 (95% CI 0.628 to 0.742)) and Confusion, Urea >7 mmol/L (20 mg/dL), Respiratory rate ≥30 breaths/min, Blood pressure (systolic 2/FiO₂ values (adjusted OR, AOR: 0.988 (95% CI 0.979 to 0.996)) were independently associated with lower mortality risk, while higher Berlin (AOR: 2.477 (95% CI 1.190 to 5.156)), SOFA (AOR: 1.278 (95% CI 1.102 to 1.482)), APACHE II (AOR: 1.236 (95% CI 1.108 to 1.379)) and CURB-65 (AOR: 7.142 (95% CI 2.581 to 19.763)) scores were associated with increased mortality risk.

In this study of ARDS patients in Vietnam, the PaO₂/FiO₂ ratio demonstrated limited discriminatory ability for hospital mortality, and incorporating it into the Berlin score did not meaningfully improve performance. While less accurate than SOFA, APACHE II and CURB-65 scores, the PaO₂/FiO₂ ratio and Berlin score remained independently associated with mortality risk. These findings should be interpreted cautiously, given the retrospective design, single-centre setting and potential selection bias; further validation in larger, multicentre studies is warranted.

This study aims to identify key determinants and strategies for effectively implementing a reflection method to support adequate use of the ‘Informal Care’ guideline within community nursing. The SPARK (Self & Peer Assessment to Reflect on Quality Standards) reflection method, developed in an earlier participatory design-based study, is a structured group reflection approach designed to help nurses and nursing assistants reflect on and apply guideline recommendations in daily practice.

A mixed method study.

Six community care organisations in the Netherlands.

This mixed-method study collected qualitative data through observations and video recordings of group meetings with community nurses, nursing assistants and a patient representative, alongside quantitative questionnaires. This project included design and test group meetings to develop and evaluate prototypes of the reflection method. Observations were discussed, and video recordings were thematically analysed. The Measurement Instrument for Determinants of Innovations questionnaire was used to identify key determinants for effective implementation. The questionnaire results were analysed descriptively, using the Tailored Implementation in Chronic Diseases (TICD) framework to present preliminary determinants for validation. Implementation strategies were then selected in a group meeting. Based on this input, the research group operationalised the selected implementation strategies.

Twenty-nine determinants for implementing the reflection method were identified across seven TICD domains, including barriers such as limited support, knowledge and time, and facilitators such as team collaboration and prevention of caregiver overload. Based on these findings, three implementation strategies, namely knowledge enhancement, coaching development and leadership strengthening, were formulated to support integration into community nursing practice.

This study identified key determinants and strategies for implementing a reflection method in community nursing. While several determinants align with existing literature, context-specific determinants related to the heterogeneous group of registered nurses and certified nursing assistants also emerged. Strengthening guideline knowledge, coaching competencies and leadership is essential for sustainable, guideline-based reflection in practice.

Growing evidence points towards the integral role of both central and peripheral inflammation across all neurodegenerative diseases, including dementia with Lewy bodies (DLB) and Alzheimer’s disease (AD). The immune alterations observed in these diseases may occur long before the onset of clinical and cognitive symptoms; however, the exact timing and role of inflammation in the pathogenesis of neurodegenerative disease remains unclear. Findings to date are conflicting, with most work focused on AD rather than other dementias and most studies from single sites and cross-sectional. Through longitudinally examining detailed phenotypes of the peripheral immune system using mass cytometry, the Immune Profiling in Early Cognitive Disorders study aims to uncover specific immune signatures in early AD and DLB, how these signatures change over time and how they relate to disease progression and cognitive changes.

Blood, cerebrospinal fluid, saliva and urine samples will be collected from a cohort of participants with either prodromal (mild cognitive impairment) or early dementia due to Lewy bodies or AD (MCI-LB and DLB; and MCI-AD and AD), alongside healthy controls. Through immunophenotyping with mass cytometry, detailed immune fingerprints will be identified for these groups. We will assess which key combinations of immune cell clusters are predictive of disease phenotype, cognitive decline and progression to dementia. Samples will also be evaluated with novel techniques to measure markers of degenerative pathology and inflammation.

This study was approved by the Preston North West Research Ethics committee (21/NW/0314) and is registered with the ISRCTN registry (ISRCTN62392656). The study is ongoing (since June 2022). Baseline visits are being undertaken, and follow-up visits have started for some participants. Full data analyses will be completed and submitted for publication upon conclusion of the study.

Women with high-risk pregnancies (eg, pre-eclampsia, imminent preterm birth) are often hospitalised due to the need for foetal and maternal monitoring. They are monitored for 30–45 min up to three times a day with conventional cardiotocography (CTG). In the meantime, they reside at the hospital, but the foetal status is not monitored. Continuous foetal monitoring is currently not recommended using CTG, due to the potential temperature rise from consistent exposure to ultrasound waves. For safe 24/7 monitoring, newly developed devices using non-invasive electrophysiological cardiotocography (eCTG) instead of conventional CTG offer a promising alternative. Previous research into eCTG has shown favourable results in monitoring foetal heart rate throughout both pregnancy and labour. This study aims to investigate the effect of implementing continuous antepartum eCTG monitoring in hospitalised high-risk pregnancies on perinatal and maternal outcome.

In this single centre prospective cohort intervention random sampling study, eligible women will be included on the Obstetric High Care of Máxima MC Veldhoven, the Netherlands. In total, 511 pregnant women with a singleton pregnancy between 23+0 and 32+0 weeks of gestation requiring hospitalisation will be recruited. Eligible women will be prospectively included in the cohort receiving standard treatment: intermittent CTG monitoring. From these women, a random sample of the prospective cohort will be offered a new monitoring method: 24/7 eCTG monitoring. For the eCTG monitoring, a wireless abdominal electrode patch, the Nemo Foetal Monitoring System will be used. Additional data from a historical cohort (2014–2019) of 1400 women receiving standard treatment will be included. Perinatal and maternal outcome, along with satisfaction levels of both patient and caregivers, will be compared between groups.

The study is registered on 18 October 2022 to the Central Committee on Research Involving Human Subjects (NL82869.015.22) via https://www.toetsingonline.nl/to/ccmo_monitor.nsf/conceptabr?OpenForm and approved by the Medical Ethics Committee of Máxima MC (W22.070) on 7 November 2023. Results of the study will be disseminated in peer-reviewed scientific journals and conference presentations.

NCT06151613.

As global health education becomes more embedded in university curricula, the availability of experiential learning opportunities in this field has expanded as well. These programmes offer students valuable exposure to diverse cultural perspectives and help develop essential competencies in global health. However, concerns have arisen regarding the persistence of colonial-era dynamics, power imbalances and the potential negative impacts on host organisations in low- and middle-income countries. Much of the existing literature on this topic centres on short-term medical student experiences and is focused on the perspectives of the sending organisations. This study aims to fill this gap by examining a semester-long undergraduate global health experiential learning programme through the perspectives of host organisation staff.

This qualitative case study draws on interviews with 18 key informants from host organisations across seven countries. The research design, data collection and analysis were developed using an analytical framework based on recommendations made by previous studies.

Host organisations across seven countries participated in the study. Interviews were conducted remotely via Zoom. The interviews were audio-recorded, transcribed, coded in Dedoose software and analysed for emerging patterns and themes.

Eighteen key informants from host organisations were interviewed, representing seven countries — Tanzania, Ghana, Mexico, India, Bangladesh, Australia and the Philippines — and a range of institutions including research institutes, government agencies and UN bodies.

Participants generally viewed their engagement in experiential learning courses positively. They emphasised the importance of their role in mentoring American and other foreign global health students, building their research skills and cultural competency, and providing valuable insights into power dynamics, local health systems and the wider context in which global health operates. Beyond financial remuneration, participants emphasised multiple non-financial benefits for host organisations. The study identified three key themes in developing strong programmes: partnership, communication and cultural competence. These findings reinforce the value of longer-term programmes and offer actionable recommendations for their continued evolution in global health education.

Young women with disabilities (WWDs) face multiple barriers in accessing maternal healthcare services in low-resource settings. Consequently, they are at an increased risk of adverse maternal health outcomes due to young age and having a disability. This review focuses on synthesising evidence regarding the extent of access to maternal healthcare services and the barriers faced by young WWDs in Sub-Saharan Africa.

We will conduct a scoping review guided by the updated Joanna Briggs Institute methodology for scoping reviews. A systematic search of MEDLINE, EMBASE, Scopus, CINAHL, Web of Science Core Collection, Global Health, African Journal Online and Women’s Studies International will be performed to identify relevant articles published in English from 2007 to 2025. A team of two reviewers will independently screen the retrieved articles for relevancy based on the inclusion criteria, and a thematic synthesis will be undertaken to develop a descriptive analysis.

Since this review will only involve the analysis of published data, it does not require ethical approval. The results will be published in a peer-reviewed journal.

This review has been registered with the Open Science Framework DOI; https://doi.org/10.17605/OSF.IO/Q7Y8S.

Ebola virus disease remains a significant public health concern. For protection from Ebola virus, the main target populations are epidemiologically identified and often include healthcare workers and refugees. These target populations are also routinely offered vaccines for other vaccine-preventable diseases. However, concomitant use of rVSVG-ZEBOV-GP with other vaccines is not recommended, given the absence of data regarding its reactogenicity and antigen-specific immunogenicity profile when co-administered. The EbolaCov trial aims to inform whether rVSVG-ZEBOV-GP can be administered concurrent to a Pfizer–BioNTech COVID-19 booster dose without an unacceptable increase in reactogenicity and/or loss of humoral immunogenicity to Ebola vaccine antigen.

This is a single-centre, randomised, single-blinded, vaccine safety and immunogenicity study in healthy adults living in Rwanda. Seventy-two participants will be randomised in a 1:1 ratio to two study groups, the first receiving rVSVG-ZEBOV-GP with a placebo, the second group receiving rVSVG-ZEBOV-GP concurrently with a Pfizer–BioNTech COVID-19 booster dose. The primary outcome measures are quantitative serum anti-glycoprotein (GP) antibody responses, as measured by ELISA, 28 days after vaccination, and frequency and severity of adverse events in the 7 days following vaccination. Secondary outcome measures include day 28 and day 180 serum anti-GP and serum SARS-CoV-2 anti-spike protein-specific geometric mean antibody titres.

This trial was approved by the Rwanda National Ethics Committee (reference 442/2024) and the University of Birmingham (reference ERN_2661-Jun2024). All participants were required to provide written informed consent in accordance with good clinical practice. Dissemination of results will be through conference presentations and peer-reviewed publications.

Pan African Clinical Trials Registry (PACTR202407764378004) and ClinicalTrials.gov (NCT06587503)

Thanks to the introduction of recent national guidelines for treating herpes simplex virus (HSV) encephalitis, health outcomes have improved. This paper evaluates the health system costs and the health-related quality of life implications of these guidelines.

A sub-analysis of data from a prospective, multi-centre, observational cohort ENCEPH-UK study conducted across 29 hospitals in the UK from 2012 to 2015.

Data for patients aged ≥16 years with a confirmed HSV encephalitis diagnosis admitted for treatment with aciclovir were collected at discharge, 3 and 12 months.

Patient health outcomes were measured by the Glasgow outcome score (GOS), modified ranking score (mRS) and the EuroQoL; healthcare costs were estimated per patient at discharge from hospital and at 12 months follow-up. In addition, Quality Adjusted Life Years (QALYs) were calculated from the EQ-5D utility scores. Cost–utility analysis was performed using the NHS and Social Care perspective.

A total of 49 patients were included; 35 were treated within 48 hours, ‘early’ (median (IQR) 8.25 [3.7–20.5]) and 14 were treated after 48 hours ‘delayed’ (median (IQR) 93.9 [66.7–100.1]). At discharge, 30 (86%) in the early treatment group had a good mRS outcome score (0–3) compared with 4 (29%) in the delayed group. According to GOS, 10 (29%) had a good recovery in the early treatment group, but only 1 (7%) in the delayed group. EQ-5D-3L utility value at discharge was significantly higher for early treatment (0.609 vs 0.221, p

This study suggests that early treatment may be associated with better health outcomes and reduced patient healthcare costs, with a potential for savings to the NHS with faster treatment.

Hand-arm Bimanual Intensive Therapy Including Lower Extremities (HABIT-ILE) is an intensive rehabilitation programme for children with cerebral palsy (CP) delivered in a day camp setting recognised to promote the acquisition of specific functional abilities and independence. Currently, during HABIT-ILE camps, families are minimally involved in their child’s motor learning processes. This explains the challenges reported by both families and therapists, including difficulties in reinforcing skills at home, limited transfer to other functional goals and a lack of confidence in parents’ adaptive competence (self-determination and empowerment). Increasing family involvement in intensive motor rehabilitation programmes and the child’s developmental process by reinforcing skills at home could help reduce the parental impact of the child’s disability, enhance family satisfaction and strengthen their resources to support their child’s daily learning during and after the camp.

To address this, we developed the PARTNER programme, which combines HABIT-ILE with a structured home component focused on parent coaching.

We designed a non-inferiority, mixed-methods, multicentre randomised controlled trial to compare the efficacy at 3 months of the PARTNER programme (35 hours HABIT-ILE+15 hours home programme) with the standard HABIT-ILE programme (50 hours) on the bimanual performance (Assisting Hand Assessment) of children with unilateral CP aged 3–5 years. The secondary aims are to compare the 3-month efficacy of the programmes on occupational performance, functional skills and upper limb activity levels, as well as families’ resources, the parent–child relationship, the quantity and quality of resources available in the home to stimulate the child’s motor development, and parental perceptions of their child’s disability and their child’s abilities (qualitative study). The tertiary aim is to conduct a cost-effectiveness analysis of care consumption in each group up to 6 months after the end of the programmes.

Target recruitment is 66 children (33 in each group) from 3 centres in France. Outcomes will be evaluated before the interventions, immediately after, at 3 months and up to 6 months for the cost-effectiveness analysis. Families in the PARTNER group will receive specific coaching and extensive support to perform the home programme. The coaching will focus on enhancing their resources.

The study protocol has been reviewed, and ethics approval obtained from the Protection of Persons Committee (PPC) (PPC number: 2024-A01051-46). The results from this study will be actively disseminated through manuscript publications and conference presentations.

NCT06963151.

Recent studies have demonstrated a beneficial role of steroids in severe community-acquired pneumonia, severe COVID-19 infection and acute respiratory distress syndrome (ARDS) of diverse aetiology. This multicentre randomised controlled trial in severe scrub typhus pneumonitis and ARDS will compare the effects of 6 mg of dexamethasone once per day with placebo, in addition to standard treatment, on ventilator-free days (VFD), mortality and ventilatory requirement.

The study, involving six sites, will recruit 440 patients with severe scrub typhus pneumonitis or ARDS to concealed, block-randomised, site-specific assignment of dexamethasone or placebo for 4–7 days. The primary outcome will be VFD, defined as days alive and free of ventilation at 28 days. Secondary outcomes will include 28-day mortality, need and duration of ventilation, and treatment failure, defined as death, or escalation of respiratory support from simple devices (nasal cannula, mask) to non-invasive or invasive ventilation, or the use of open-labelled steroids for worsening shock. The study will also ascertain if antinuclear antibody (ANA) expression during the acute phase of illness will predict steroid responsiveness. Subgroup analyses will be conducted a priori on ANA expression and the need for ventilation. All analyses will be conducted on an intention-to-treat basis. The trial, which commenced in April 2025, would clarify the role of corticosteroids in scrub typhus pneumonitis.

The Institutional Review Board and Ethics Committee of the lead site, Christian Medical College, Vellore, India, has approved the study (IRB Min No 15920 (INTERVE) dated 22 November 2023). The remaining five sites have obtained approval from their respective ethics committees. Study results will be published in an international peer-reviewed journal.

CTRI/2024/12/077709. Registered 5 December 2024.

Many patients with tuberculosis (TB) suffer from a huge economic burden, even though TB services are often provided free of charge at the point of care. Costs can create significant barriers, hindering patients’ access to TB treatment. These costs include direct medical costs (such as consultation fees), direct non-medical costs (such as transportation costs) and indirect costs (such as wages foregone). This systematic review aims to synthesise the best available evidence on economic evaluations of patient-cost studies on self-administered treatment (SAT) for drug-sensitive TB compared with facility-based directly observed treatment, short-course (FB DOTS), globally.

We will conduct a systematic review following the Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols guidelines and search PubMed, Academic Search Complete, Scopus, CINAHL Plus (EBSCO) and Google Scholar for articles published up to 2025, without date restrictions. Eligible studies must be full or partial (cost analyses without effectiveness data) economic evaluations conducted globally, comparing SAT to FB DOTS regarding TB patient costs. Grey literature will be included. Exclusion criteria include studies not reporting patient costs between SAT and FB DOTS, and non-economic evaluations (non-original research). Two independent reviewers will conduct the screening, data extraction and quality assessment. A quality assessment will be performed using the Consolidated Health Economic Evaluation Reporting Standards statement, the Consensus on Health Economic Criteria checklist and the ROBINS-I tool.

Ethics approval is not required for this systematic review because it does not use individual patient data. Instead, we will use publicly available economic evaluation research studies. Findings will be presented at international and national conferences and published in open-access, peer-reviewed journals.

CRD42024591221.

To evaluate the feasibility and acceptability of integrating point-of-care ultrasound scan (POCUS) by midwives into routine antenatal care (ANC) services.

Prospective, observational, multiphase, implementation science study.

Primary outcomes included the proportion of midwives who completed training and competency checks for basic obstetric scanning using a POCUS device; the feasibility and acceptability of midwife-delivered POCUS from the perspectives of midwives and pregnant women captured on structured questionnaires; and the proportion of scans meeting predefined quality standards. Secondary outcomes included responses to acceptability-related questionnaires administered to midwives and pregnant women.

Rural, periurban and urban health centres in Blantyre District, Malawi.

Pregnant women attending ANC and midwives providing care at participating health facilities.

Obstetric registrars trained and mentored 45 midwives, and 42 (93%) completed the training. Most midwives (95%, n=40) found providing POCUS during ANC was feasible and acceptable. Overall, device durability was rated positively. Of the 1499 pregnant women who received a scan, 99% (n=1484) reported that receiving an ultrasound from a midwife during ANC was acceptable. Independent assessors determined that over 70% of the subsample of reviewed scans met minimum quality standards.

Midwife-delivered POCUS is feasible and highly acceptable in diverse antenatal settings in Malawi. These findings support task-sharing models as a means of expanding access to this essential ANC service, particularly in low-resource settings.

Asthma is a leading cause of morbidity and healthcare use among children. Risk factors of childhood asthma include atopic predisposition and severe wheezing episodes caused by rhinovirus infection in early life. In children with first-time rhinovirus-induced wheezing, we aim to study the response of a short corticosteroid treatment to prevent recurrent wheezing and asthma.

This is a double-blind, randomised, placebo-controlled, phase IV, international multicentre trial involving eight sites in Norway, Sweden and Finland. Two hundred and eighty 3–23 months old steroid-naïve children are randomised 1:1 to receive oral dexamethasone (0.3 mg/kg/day) versus placebo in 3 days for their first wheezing episode and rhinovirus infection. Rhinovirus is diagnosed with multiplex PCR. The two co-primary outcomes are time to next physician-confirmed wheezing episode, and time to asthma, within 24 months from inclusion. Asthma is defined as fulfilment of the 2007 National Asthma Education and Prevention Program—criteria for initiating asthma controller medication in children aged 0–4 years. Primary interaction analyses are age, gender, atopic predisposition, risk genotypes and viral co-detection. The optimal cut-off on the rhinovirus genome load used to define a true rhinovirus infection will be assessed by exploring interactions between rhinovirus genomic loads and study drug on the co-primary outcomes. Secondary outcomes are number of wheezing episodes, duration and severity of each wheezing episode, bronchial hyperreactivity, quality of life and safety (height/weight development) at 24 months from inclusion.

Rhinovirus positive children with acute wheezing fulfilling inclusion and exclusion criteria are enrolled after informed consent from both caregivers. This trial has received ethical approval from all sites. Results will be submitted to Competent Authorities and disseminated via peer-reviewed publications and conferences within paediatrics and other relevant fields. If proven effective, findings may be implemented directly into paediatric clinical guidelines.

NCT03889743.

Social norms are often implicit informal rules that most people accept and abide by, and can influence how people behave, sometimes based on perceived rewards and/or sanctions. Social norms are propelled by some reference or population groups who exert a considerable amount of influence on behaviour because people value their approval or disapproval. Despite these observations, little research exists on the influence of social norms on diabetes risk-taking behaviours. We explored diet-related social norms and their influence on risk-taking behaviours for type 2 diabetes (T2D).

We conducted a multi-method qualitative study guided by the Social Norms Exploration Toolkit participatory tools. A total of 45 participants were interviewed for this study, including (10) T2D patients, (10) caregivers of T2D patients, (10) healthcare providers, (2) village health teams, (4) diabetes-free community members; (4) community influencers like cultural leaders and (5) family members. The study was conducted in eastern Uganda in the districts of Bugiri and Busia. Data were collected on health workers, caregivers, patients and community members using focus group discussions, in-depth interviews and non-participant observation. Data were manually analysed to identify emerging social norms and other information of interest following a thematic framework approach.

Most participants were aware that frequent consumption of fatty foods and sugary refined foods could increase one’s risk of getting T2D. The study highlights three themes: general awareness of T2D risk factors, common social norms influencing dietary behaviours and behavioural risk factors that are influenced by the social norms. The study highlights significant behavioural and social drivers of T2D, which include consumption of high-fat, high-sugar diets, limited exercise and stress. Gendered and cultural norms strongly influence dietary behaviours, with women preparing unhealthy foods to meet societal expectations, fearing sanctions like divorce or community stigma, while men’s dietary preferences were linked to respect and social status. Norms around staple food preferences and respect linked to weight further perpetuate T2D risk behaviours. Community influencers, family dynamics and cultural traditions reinforce these practices, underscoring the need for gender-transformative, culturally sensitive and community-centred interventions. However, healthcare providers and village health teams are critical for promoting healthier behaviours and reducing T2D prevalence.

Our deep-dive social norms diagnosis has revealed that even when people know the risk factors for T2D, they will still follow the social norm influence regarding lifestyles. Inclusive strategies that actively engage and reshape norms are therefore vital to reduce the prevalence of T2D.