JMIRx Med

Background: Diabetes mellitus and hypertension are increasingly prevalent non-communicable diseases that often coexist due to their interrelated pathophysiology and commonalities of risk factors. Effective management of these two comorbid conditions often involves polypharmacy, defined as the concurrent use of five or more medications, which for therapeutically relevant outcomes requires a high-medication adherence. Limited data exist on the extent of polypharmacy and its impact on adherence among Tanzanian patients with these comorbidities. This study therefore aimed at evaluating the prevalence of polypharmacy and its impact on medication adherence levels among this population. Methodology: A cross-sectional study involving 396 outpatients was conducted at Muhimbili National Hospital. Consecutive sampling was used to recruit eligible participants. Data was collected using structured-questionnaire which captured information on socio-demographics, clinical characteristics and adherence behaviors. Polypharmacy was defined as using five or more medications. Medication adherence was assessed using the Medication Adherence Report Scale (MARS-5). Multivariable logistic regression was performed to identify factors associated with adherence. Results: 71% of the study participants were on five or more medications, indicating high polypharmacy prevalence, with a median of six medications. Medication adherence was reported at 55.1%. Factors associated with lower adherence included moderate (APR: 0.83, P = 0.001) and high fasting glucose (APR: 0.66, P < 0.001), herbal medicine use (APR: 0.72, P < 0.001), and uncontrolled blood pressure. Conclusion: This study reveals a high prevalence of polypharmacy with moderate medication adherence among patients with comorbid T2DM and hypertension. These findings suggest a targeted intervention utilizing such as patient education and medication reviews are essential to improve adherence and management in Tanzania.

Background: Public services are increasingly delivered through digital platforms. Although digital health may improve access and scalability, they may also widen inequalities for people who lack reliable access, confidence, skills, affordability or trust. Objective: This study examined the prevalence of self-reported digital exclusion among UK veterans and assessed its association with depression, anxiety and loneliness. Methods: A cross-sectional online survey was conducted between July 2025 and March 2026. Participants were UK Armed Forces veterans and resident in the UK. The survey collected sociodemographic, military service, digital access and health data. Self-reported digital exclusion was defined as reporting feeling excluded or disadvantaged due to lack of digital access or skills. Probable depression, anxiety and loneliness were assessed using the PHQ-2, GAD-2 and three-item UCLA Loneliness Scale, respectively. Associations between digital exclusion and each outcome were examined using adjusted multivariable logistic regression. Results: Of 1,911 responses received, 1,607 were included after data quality exclusions. Among participants with valid responses to the primary digital exclusion item, 553 (41.7%) reported digital exclusion. Digital exclusion was more common among females, younger veterans and those with lower household income. Probable depression, anxiety and loneliness were more prevalent among digitally excluded participants than among non-excluded participants. In adjusted models, self-reported digital exclusion was associated with higher odds of probable depression (AOR 1.38; 95% CI 1.04 to 1.83; p=0.028), probable anxiety (AOR 1.63, 95% CI 1.23 to 2.16; p<0.001), and probable loneliness (AOR 1.85; 95% CI 1.43 to 2.40; p<0.001). Conclusion: More than two-fifths of veterans with valid exposure data reported digital exclusion, despite high reported device access and confidence. Self-reported digital exclusion was associated with poorer mental health and loneliness, although causality cannot be inferred from these cross-sectional data. Digital-first services for veterans should include routine digital needs screening, targeted support and clear non-digital routes to care.

Background: Academic achievement is crucial for university students, but various factors affect their performance. This study explores the impact of anxiety, sleep quality, social media use, and socioeconomic status on academic performance (CGPA) among public university students in Bangladesh. Data and Methods: Data were collected from 225 students using a structured questionnaire that assessed anxiety (GAD-7), sleep quality (PSQI), social media use (SMUQ), and socioeconomic status (income, parental education). Structural Equation Modeling (SEM) was used to analyze the relationships between these variables. Outcomes: The results showed that socioeconomic status had a strong positive effect on academic performance ({beta} = 0.745, p < 0.001), while anxiety negatively impacted academic outcomes ({beta} = -0.675, p < 0.001). Sleep quality was positively related to academic performance ({beta} = 0.113, p < 0.05), but with a weaker effect. Social media usage is found to have a negative significant effect on academic performance ({beta} = -0.137, p < 0.001). Conclusion: These findings highlight the importance of controlling social media usage and anxiety to enhance academic performance among adult students. Sleep quality and socioeconomic background of the students are also found to be meaningfully associated with their educational progress.

Background: Diabetes mellitus is an increasing public health challenge in Sierra Leone, where access to diagnosis, treatment, and long-term care remains limited. Traditional medicine continues to play a significant role in disease management; however, ethnobotanical knowledge related to diabetes remains insufficiently documented. Methods: A cross-sectional ethnobotanical survey was conducted among 40 informants, including traditional healers, herbalists, and knowledgeable community members in Waterloo, Pendembu, and Bo. Data were collected using structured questionnaires administered via Kobo Toolbox and paper-based tools. Information on medicinal plants, plant parts used, preparation methods, routes of administration, and knowledge transmission pathways was obtained. Quantitative ethnobotanical indices, including Frequency of Citation (FC), Relative Frequency of Citation (RFC), and Informant Consensus Factor (ICF), were calculated. Results: A total of 21 medicinal plant species were documented. The most frequently cited species were Moringa oleifera (FC = 9; RFC = 0.225), Vernonia amygdalina (FC = 7; RFC = 0.175), and both Cassia siberiana and Telfairia occidentalis (FC = 6; RFC = 0.150). Leaves were the most commonly utilized plant part (40.9%), and decoction was the predominant preparation method (76.2%), with oral administration accounting for 95.2% of use. The Informant Consensus Factor (ICF = 0.69) indicated a relatively high level of agreement among informants. Knowledge was primarily transmitted through apprenticeship and inherited family practices. Conclusion: Traditional medicinal plants remain an important component of diabetes management in Sierra Leone. The high level of consensus among informants and the repeated citation of specific plant species suggest structured and culturally validated therapeutic practices. The findings provide a foundation for future phytochemical and pharmacological investigations and highlight the need for documentation, preservation, and sustainable utilization of ethnobotanical knowledge.

Introduction We are currently working on the BEARS (Both Ears) virtual reality (VR) Randomised Controlled Trial. We are recruiting 272 deaf children and young people who use bilateral (both ears) cochlear implants (CI) to examine if using the BEARS VR games helps their hearing in background noise and ultimately their quality of life. Clinical trial participants should be representative of the population with the health condition, although this is rarely achieved in practice as people from ethnic minorities or those from more deprived areas may face barriers to participation. Study Design Mixed methods design Objectives Use a literature review and collection of data from cochlear implant centres to establish the sociodemographic characteristics of deaf children aged 8 to 16 years with bilateral cochlear implants in the United Kingdom (UK). a. Establish the sociodemographic characteristics of the families recruited to the BEARS clinical trial in the first six months, and compare with the age-matched population of deaf children with bilateral cochlear implants in the UK. b. Analyse the BEARS clinical trial pre-screening diversity data. c. Implement an established recruitment intervention method in a workshop to explore and optimise recruitment number and diversity. d. Compare the final six months of recruitment data diversity with the initial six months. Use interviews and focus groups to collect qualitative data from children and their families who chose not to take part in BEARS, clinicians, and family representatives (e.g. teachers) to explore barriers and facilitators to families taking part in BEARS. Amend the BEARS scale-up plan based on new learning. Methods Literature and scoping reviews, quantitative analysis of BEARS recruitment data, in-depth interviews, paired interviews, focus groups Sample size Qualitative sample: 10-15 children aged 8-16 with bilateral CI, 10-15 parents/carers of children with bilateral CI, 10-12 clinicians and 10-12 family representatives. Significance This work will evaluate how diverse the BEARS clinical trial recruitment is and whether it is representative of the UK population of children with bilateral cochlear implants. We will investigate recruitment barriers and implement measures to try to improve recruitment diversity.

Background Traumatic brain injury (TBI) affects 69 million individuals globally each year, yet care remains fragmented across complex, multi-specialty pathways and settings. Digital health technologies offer potential to bridge care gaps, particularly in resource-limited settings, yet existing frameworks do not adequately address the complexities of the TBI care pathway or the diverse global contexts in which care occurs. Methods A cross-sectional qualitative study using critical realist-informed thematic analysis was conducted with practising neurosurgeons recruited internationally via National Institute for Health and Care Global Health Research Group on Acquired Brain and Spine Injury (NIHR ABSI) collaborating centres, social media, and society newsletters. Semi-structured interviews were conducted by a single researcher (OM) via Microsoft Teams (March-July 2024), exploring technology availability, healthcare infrastructure, clinical pathways, and contextual challenges, with a systems thinking approach guiding identification of current and potential technology integration points. Fourteen neurosurgeons from twelve countries participated, representing six lower-middle, two upper-middle, and four high-income countries. Results Six inductive themes emerged: Availability, Acceptability, Applicability, Capability, Feasibility, and Possibility- forming a novel conceptual framework visualised as a hexagonal chart for guiding digital health technology design and implementation in TBI care. Marked disparities in technology availability and utilisation were identified across urban/rural settings and income levels. Conclusions This framework offers a practical, context-sensitive tool for researchers, policymakers, and clinicians developing or implementing digital health technologies in TBI care globally. Visualisation in a similar style to a radar-chart enables simultaneous consideration of factors- including digital literacy, infrastructure, and cultural attitudes- whose neglect frequently underlies implementation failures.

Background: Dietary supplements (DS) are extensively used in Pakistan, frequently in conjunction with prescription medicines. Pharmacists are well positioned for patient counsesling due to their accessibility. However, their ability to provide evidence-based counseling remains uncertain due to their varying knowledge and training, especially in low- and middle-income countries (LMICs), including Pakistan. The study assessed pharmacists' knowledge, attitudes, and practices (KAP) regarding DS counseling and identified gaps requiring intervention. Methods: A cross-sectional study was conducted among 256 registered pharmacists in Lahore, Pakistan. Data were collected using a validated, self-administered questionnaire assessing knowledge, attitudes, and counseling practices concerning dietary supplements over a period of six months i.e., July to December 2025. Statistical analyses were performed using SPSS version 27. A p-value of < 0.05 was considered statistically significant. Results: Mean age was 31.0 {+/-} 6.2 years, with male predominance (56.3%), Doctor of Pharmacy degree (75.0%), community pharmacy practice (62.5%), and 1-5 years of experience (48.4%). Mean knowledge score was 6.18 {+/-} 1.71, with most (76.6%) exhibiting moderate knowledge. Mean attitude score was 7.01 {+/-} 1.94, with 91.4% demonstrating positive attitudes. Mean practice score was 7.91 {+/-} 2.93, with 68% exhibiting good counseling practices. Knowledge scores were significantly higher among female pharmacists (6.96 {+/-} 1.52 vs. 5.57 {+/-} 1.61, p=0.001), urban residents (6.39 {+/-} 1.61 vs. 4.37 {+/-} 1.30, p<0.001), and clinical pharmacists (7.10 {+/-} 1.68, p=0.001). Conclusion: Pharmacists practicing in Lahore, Pakistan demonstrated positive attitudes but moderate knowledge and inconsistent counseling practices. Key gaps were identified in drug-supplement interaction knowledge and counseling practices. These findings underscore the need for organized education, continued training, and regulatory supervision to improve counseling practices of dietary supplements.

Studies employing and evaluating hearing-aid self-adjustments frequently label the resulting settings as 'preferences' without questioning that label. There is a lack of inquiries into the rationale behind participants' choices or their approach to self-adjustment. We here employed a think-aloud protocol concurrent with individuals' self-adjustments to capture qualitative perspectives on these processes. Thirty-six adult hearing-aid users were asked to verbalise what they were thinking while adjusting to their preference three stimuli (music, speech or speech in noise) using three control interfaces (1 slider jointly controlling bass/treble, 2 sliders separately controlling bass and treble or 3 sliders controlling bass, mid and treble). Audio-video recordings were transcribed, annotated and analysed using inductive content coding and thematic analysis. Participants' approach and navigation of the self-adjustment process was best defined as a continuum between exploratory and anticipatory archetypes, with both types sometimes occurring at different stages within the same adjustment. The exploratory type initially assesses control functions, then selects the optimal setting from available options, and evaluates sound changes affectively in isolation or comparatively against prior settings. The anticipatory type begins by evaluating the sound, identifying issues, adjusting settings guided by past experiences, and evaluating adjustments against the identified issues. Additionally, the descriptors elicited during adjustments generally agreed with expert-based data. The resulting qualitative framework of self-adjustment helps explain both how hearing-aid users navigate the personalisation process and how self-adjustment can promote greater understanding of the options available and greater ownership in that process.

Abstract Background: Even though significant advances in diagnosis, treatment, and prevention strategies have been implemented, neonatal sepsis remains a common concern in clinical practice, especially in low-resource countries. It is one of the major causes of death during the first month of life. This study aimed to assess clinical outcomes and predictors of mortality among neonates with neonatal sepsis admitted to public hospitals in selected Hospitals in Addis Ababa, Ethiopia. Methods: A hospital-based prospective cohort study design was conducted among 466 neonates admitted with neonatal sepsis from September 2024 to January 2025. All neonates who were admitted to selected Hospitals of Addis Ababa city after being clinically or laboratory-diagnosed with neonatal sepsis by the attending physician were included in the study. Data were entered into EpiData 4.2 and analyzed by SPSS version 26. Bivariate and multivariate Cox regression were used to identify the relationship between dependent and independent variables. Finally, variables with p-value [&le;] 0.05 were taken as significant factors associated with poor clinical outcome. Results: The study was conducted among 466 neonates admitted with neonatal sepsis. Of all neonates admitted with neonatal sepsis, 372 (79.8%) were discharged with good outcomes, and 94 (20.2%) had a poor outcome/died. Duration of ruptured membrane being >12hr (AOR=7.02, 95 % (CI: 1.85, 26.57), marital status /divorced (AOR=3.12, 95 % (CI: 1.67, 7.45),rural residence (AOR= 6.05, 95 % (CI: 2.03-16.53), assisted instrumental delivery (AOR= 5.99, 95 % (CI: 1.46-17.11), meconium-stained amniotic fluid ((AOR= 9.48, 95 % (CI: 0.49-18.61)), no initiate exclusive breast feed within one hour (AOR= 3.20, 95 % (CI: 0.90-7.52), chest in drawing (AOR= 5.81, 95 % (CI: 1.75-11.23) were significantly associated with neonatal mortality. Conclusion: Neonatal mortality was moderately high. Meconium-stained amniotic fluid, prolonged duration of ruptured membrane (>12hr), Mode of delivery (instrumental delivery), and chest in drawing are among the predictors of neonatal mortality. Keywords: -Clinical outcome,Neonatal sepsis, Mortality, predictors, Ethiopia.

The availability of hearing aids that can connect wirelessly to smartphone technologies via Bluetooth has grown exponentially in recent years. However, there is limited evidence assessing the benefits of user-adjustability afforded by these devices. This study aimed to assess the benefits of smartphone-connected hearing aids and an accompanying application (or app) in new and existing hearing aid users. In this single-centre, prospective, observational study, 44 adult hearing aid users (14 new and 30 existing) were recruited. Participants were fitted bilaterally with smartphone-connected hearing aids that could be adjusted by the user via an app. Self-reported outcome measures were collected at fitting and after seven-weeks of using the device in everyday life. For both new and existing hearing aid users, significant improvements in social participation, hearing-related fatigue, and hearing aid benefit and satisfaction were found. For existing hearing aid users, all outcomes were significantly better for the smartphone-connected hearing aids plus app in comparison to their existing hearing aids that did not connect to a smartphone, all with moderate-to-large clinical effect sizes (d> .6). User-controllability via the app was identified as the key benefit, and most participants (68%) reported that the app met their needs 'extremely' or 'very well'. These results suggest that, when used in conjunction with an app, smartphone-connected hearing aids can improve hearing outcomes due to greater user-controllability to improve listening. Thus, smartphone-connected hearing aids have the potential to facilitate patient-centred care, empowering the individual to successfully manage their hearing loss.

Objective: To describe and critically appraise the participatory design process underpinning a multimedia patient education platform for thyroid surgery in light of subsequent evaluation findings, in order to derive human?factors and methodological lessons for future co?creation. Methods: Using a multi-phase participatory design approach anchored in the Technology Acceptance Model and Mayer's Cognitive Theory of Multimedia Learning, including dual?channel processing and cognitive load principles, a multidisciplinary team including a patient representative co?created Medtronic's Butterfly platform for preoperative thyroid patients. Two Nominal Group Technique-based workshops mapped a six-stage surgical pathway, identified stage-specific information needs, and specified formats and sequencing for educational content. An external communication agency developed storyboards as precursors to webpages, animated videos, and leaflets, which underwent iterative advisory board review and content validity indexing before external mixed-methods evaluation in a cohort of thyroidectomy candidates. Results: The co-creation process yielded a modular platform comprising five informational webpages, five short animated videos, and three downloadable leaflets, each mapped to specific pathway stages, learning objectives, and information needs. The platform achieved high scores on validated measures of information quality, credibility, understandability, and actionability, and patients reported enhanced preparedness and decision-making support. However, formal readability assessments of webpages and video scripts showed that most materials exceeded recommended grade levels, usability issues in digital user experience (e.g., mobile responsiveness, navigation, subtitles) emerged only after implementation, and group-level stress, anxiety, and depression scores did not substantially improve despite perceived informational and emotional support. Conclusions: Participatory design facilitated the creation of a clinically credible, pathway-aligned educational platform that addresses key informational gaps in thyroid surgery care but also exposed boundaries of information-focused co-creation. Future projects should treat readability as a non-negotiable design constraint, extend co-creation to systematic usability testing of digital interfaces, and explicitly distinguish educational from psychosocial aims while co-designing complementary distress screening and referral pathways. The Butterfly platform offers a transferable model for co-creating high-quality digital patient education while highlighting the need to more fully center equity, accessibility, and broader patient support in participatory design.

Abstract Effective health communication is central to patient-centred care and improved health outcomes, particularly in culturally diverse healthcare settings. In clinical and assistive practice, communication breakdowns may negatively affect diagnosis, treatment adherence, and preventive care. A qualitative phenomenological design was employed, utilizing Semi-Structured interviews with purposively sampled twenty patients and healthcare professionals from Tamale Teaching Hospital, Yendi Hospital, and Bimbilla Hospital. The researchers adopted Content Analysis as the tool of analysis for the data. The findings of this study revealed that language discrepancies Poor attitudes of healthcare providers hinderer patient openness and the quality treatment. Logistical issues, such as inadequate medicines and medical supplies, resulted in delayed treatment and additional financial burden on patients and their relatives. Cultural and social factors discourage patients from discussing certain health conditions with healthcare providers, leading to delayed treatment. These hurdles adversely impact on treatment and assistive practice, specifically in culturally diverse environment and preventive care. The study recommends training and capacity-building programs for healthcare providers in cultural competence, fostering effective and ethical health communication between patients and healthcare providers, and recruiting professional interpreters to bridge the linguistics gap between patients and providers. Abstract Effective health communication is central to patient-centered care and improved health outcomes, particularly in culturally diverse healthcare settings. In clinical and assistive practice, communication breakdowns may negatively affect diagnosis, treatment adherence, and preventive care. A qualitative phenomenological design was employed, utilizing semi-structured interviews with twenty purposively sampled patients and healthcare professionals from Tamale Teaching Hospital, Yendi Hospital, and Bimbilla Hospital. The researchers adopted content analysis as the tool of analysis for the data. The findings of this study revealed that language discrepancies Poor attitudes of healthcare providers hinder patient openness and quality treatment. Logistical issues, such as inadequate medicines and medical supplies, resulted in delayed treatment and additional financial burden on patients and their relatives. Cultural and social factors discourage patients from discussing certain health conditions with healthcare providers, leading to delayed treatment. These hurdles adversely impact treatment and assistive practice, specifically in culturally diverse environments and preventive care. The study recommends training and capacity-building programs for healthcare providers in cultural competence, fostering effective and ethical health communication between patients and healthcare providers, and recruiting professional interpreters to bridge the linguistics gap between patients and providers.

Background: Population aging and the rising burden of non-communicable diseases have increased the prevalence of cardiometabolic multimorbidity (CM-MM) among older adults. Patient-reported experience measures (PREMs) are recognized as essential components of healthcare quality assessment, yet evidence on primary care experiences among individuals with CM-MM remains scarce. Objective: To analyze primary care experiences according to the presence of cardiometabolic multimorbidity among Brazilians aged 50 years and older. Methods: Cross-sectional study using data from the second wave of the Brazilian Longitudinal Study of Aging (ELSI-Brazil, 2019-2021; n = 9,949). CM-MM was defined as the self-reported coexistence of two or more of the following conditions: hypertension, diabetes mellitus, dyslipidemia, acute myocardial infarction, and stroke. Primary care experiences were assessed using a validated 12-item instrument organized into four domains: first-contact access, longitudinality, communication, and care coordination. Associations were estimated using Poisson regression adjusted for sociodemographic, health conditions, and healthcare utilization variables, with stratified analysis by Family Health Strategy (FHS) coverage. Results: CM-MM prevalence was 25.5%, with a progressive increase by age and an inverse gradient by education. Individuals with CM-MM reported significantly more positive experiences in longitudinality (mean index 2.53 vs. 2.34; adjusted PR = 1.22; 95%CI 1.12-1.33; p < 0.001) and, to a lesser extent, in communication (mean index 2.68 vs. 2.58; adjusted PR = 1.10; 95%CI 1.00-1.20; p = 0.041). No statistically significant differences were found in first-contact access or care coordination. After stratified by FHS coverage, the observed differences in longitudinality and communication were no longer statistically significant. Conclusions: CM-MM was associated with more positive primary care experiences in longitudinality and communication. The absence of differentiated experiences in first-contact access and coordination highlights structural gaps in primary care responsiveness to individuals with greater clinical complexity. Keywords: Multimorbidity; Cardiometabolic diseases; Primary Care; Patient-reported experience measures; Older adults; ELSI-Brazil.

This qualitative study evaluated the Life Skills (HpV) training strategy at a public university in Colombia in 2024, analyzing its impact on students positive mental health and psychosocial competencies. The mixed-methods research employed semi-structured interviews with faculty and three student focus groups, using thematic analysis to categorize strengths, weaknesses, and perceived changes. Results highlighted curricular coherence, academic freedom, and participatory methodology as key aspects, fostering self-awareness, emotional management, and the building of support networks. Students reported improvements in well-being, stress management, and academic performance, though challenges such as initial resistance to emotional content and student diversity were identified. The conclusions underscore the value of experiential courses in university education, promoting horizontal relationships and safe spaces for collective reflection. Future studies are recommended to expand participant diversity and incorporate quantitative data triangulation to further explore the interventions effects.

Objective: The COVID-19 pandemic markedly altered social activity patterns, healthcare utilization, and the epidemiology of infectious diseases. However, its long-term impact on emergency otolaryngologic conditions remains incompletely understood. This study investigated long-term trends in emergency otolaryngologic conditions before, during, and after the COVID-19 pandemic using comprehensive data from a large urban emergency clinic in Osaka, Japan. Methods: All new otolaryngologic outpatients who visited the Chuo Emergency Medical Clinic (CEMC) in Osaka City between 2019 and 2024were retrospectively analyzed. Annual trends in absolute numbers and relative proportions of emergency otolaryngologic conditions were examined by anatomical region and disease category, using 2019 as the pre-pandemic baseline. Results: A total of 99,324 new otolaryngologic outpatients were analyzed. Overall emergency visits declined sharply to approximately half of baseline in 2020, followed by a gradual but incomplete recovery toward pre-pandemic levels by 2024. Most anatomical categories declined to 45-61% of baseline in 2020 and exhibited gradual yet incomplete recovery through 2023; in stark contrast, laryngeal conditions diverged sharply, surging beyond pre-pandemic levels after 2022. Acute infectious otorhinolaryngologic diseases fell to 23-50% of baseline in 2020 and showed variable recovery (69-103%) by 2024. Notably, laryngitis exceeded the baseline, reaching 132% in 2023, whereas epiglottic edema exhibited only a transient increase approaching the baseline in 2021. Non-infectious emergency conditions generally showed only a marginal decrease in 2020 and remained relatively stable throughout the study period, except for sudden sensorineural hearing loss (SSNHL), which dropped sharply to 39% of the baseline in 2020 and remained persistently reduced through 2024. Traumatic emergencies declined variably to 53-81% of the baseline in 2020, followed by an incomplete recovery, reaching only 55-69% by 2024. Conclusion: Emergency otolaryngologic conditions demonstrated heterogeneous recovery trajectories following the COVID-19 pandemic. While most infectious and traumatic conditions gradually but incompletely normalized, laryngeal conditions showed a distinct post-pandemic surge, and SSNHL remained persistently suppressed. These findings reveal heterogeneous, condition-specific recovery trajectories that reflect both genuine shifts in community pathogen burden, true traumatic incidence, and persistent alterations in healthcare-seeking behaviors, insights essential for resource allocation during future public health emergencies.

Health literacy (HL) is a critical determinant of health behaviours and outcomes. Vaccine literacy (VL), a domain-specific extension of HL, has emerged as an important determinant of vaccination attitudes. However, evidence examining the combined relationship of HL and VL with lifestyle behaviours remains limited, particularly among young adults in Pakistan. A cross-sectional study was conducted among 587 participants aged 18 years and above in Pakistan. HL was assessed using the European Health Literacy Population Survey 2019-2021 questionnaire (HLS19-Q; 17 items; 5-point Likert scale; score range 0-100) and VL was assessed using the HLS19 vaccine literacy instrument (HLS19-VAC), both developed by the Measuring Population and Organizational Health Literacy (M-POHL) Consortium. Data were analysed using IBM SPSS Statistics (v.29) with descriptive statistics, chi-square tests, Spearmans correlation, and multiple linear regression. Mean HL score was 86.29 {+/-} 22.04 and mean VL score was 18.29 {+/-} 2.72. HL was significantly associated with gender (p < 0.001) and was the strongest independent predictor of physical activity ({beta} = 0.735, R{superscript 2} = 0.627, p < 0.001). VL was strongly associated with vaccination attitudes (r = 0.735, p < 0.001) but not with physical activity or smoking. HL and VL function as enabling rather than deterministic factors for health behaviour. Multi-component public health interventions combining HL promotion with environmental and policy-level strategies are needed.

Background: Diabetes mellitus is a global major health concern, with increasing prevalence in Ghana, causing significant mortality and morbidity. Effective management of this chronic condition depends on resilient healthcare systems that adhere to evidence-based guidelines. This study aimed to evaluate the quality-of-care at the diabetic clinic of the Cape Coast Teaching Hospital (CCTH) using the American Diabetes Association (ADA) guidelines as the benchmarks to show the performance of the hospital clearly, reveal gaps in the management algorithm that need to be addressed, and to contribute to the body of knowledge in the health sector of our country. Methods: Retrospective chart review was done from January 2022 to March 2023. 261 patient records were used out of a total study population of 780. Primary process indicators (medical history, physical examination, laboratory check-ups, referrals) and outcome indicators (HbA1c<7%, BP<140/90 mmHg, lipid profile, liver function test, kidney function based on eGFR categories). In analyzing the data, the Statistical Package for Social Sciences (SPSS version 21) software and STATA vs.14 were used to generate frequencies, means, and percentages presented in tables, charts, and graphs to provide answers to the research questions. Results: The overall documented adherence rates were: medical history (17%), physical examination (58.4%), laboratory evaluation (24%), and referrals (5%). These were coupled with low rates of achievement of treatment targets for various clinical outcomes, specifically glycated hemoglobin (HbA1c), blood pressure, lipid profile and estimated glomerular filtration rate (eGFR), with corresponding percentages of 47.2%, 42%, 47.1%, and 48.8%, respectively. Conclusion: The study, therefore, revealed gaps in compliance and documentation, which should be addressed to improve clinical care and patient outcomes.

Cervical cancer represents a pressing global health challenge, emphasizing the critical need for accurate and timely diagnostic methods to facilitate effective treatment and improve survival rates. In response to this challenge, the study presents CerViX-Net, an innovative classification framework designed to advance cervical cancer detection through enhanced computational efficiency and diagnostic accuracy. The development of CerViX-Net is motivated by the limitations of traditional diagnostic models, particularly in handling the computational and memory demands of large-scale data, while ensuring precise feature extraction and classification. CerViX-Net employs a hybrid deep learning architecture that combines the capabilities of ResNet50, EfficientNet-B0, and a Modified Vision Transformer (ViT) module. The ResNet50 branch extracts hierarchical features through stacked convolutional and identity blocks. In another path, the modified ViT module transforms image patches via linear projection, augments them with positional and class embeddings, and processes them using Parallel Transformer Encoder layers to model contextual relationships. Concurrently, EfficientNet-B0 utilizes MBConv blocks to extract multi-scale representations. The feature outputs from all three branches are integrated and passed through a classification head consisting of dropout layers and dense layers to ensure robust and accurate predictions. The proposed framework is rigorously evaluated on the Mendeley LBC dataset, achieving exceptional performance metrics with an accuracy of 99.69%, precision of 99.28%, recall of 99.48%, and an F1-score of 99.52%. The robustness of CerViX-Net is further validated on the SIPaKMeD and Herlev Pap Smear datasets, where it demonstrates comparable excellence, underscoring its efficacy and adaptability across diverse cytology datasets. Statistical validation using Friedman's test further reinforces its superiority over competing methods.

ABSTRACT Background: To examine trends in Indonesia's diabetes care cascade from 2013 to 2023, identify key determinants, and assess progress toward global targets of 80% diagnosis and 80% glycemic control among those diagnosed. Methods: We analyzed nationally representative data from Indonesia's Health Surveys in 2013, 2018, and 2023. Diabetes was defined using fasting plasma glucose and oral glucose tolerance tests. We estimated diagnosis, treatment, and control rates and examined sociodemographic predictors of cascade progression using survey-weighted logistic regression models. Results: Between 2013 and 2023, the prevalence of diabetes among adults aged [&ge;]15 years remained stable, ranging from 10.7% to 11.8%. Diagnosis increased from 15.1% (95% CI: 13.4-16.7) to 20.7% (18.5-22.9), treatment nearly doubled from 10.5% (9.1-11.9) to 19.0% (16.9-21.2), and control rose modestly from 4.6% (3.6-5.6) to 6.5% (5.2-7.8). Older age, urban residence, higher socioeconomic status, and insurance coverage were associated with greater progression through the cascade. Wealth-related inequalities persisted in 2023: one-third of cases were diagnosed among the richest (35.3% [29.0-41.7]) versus only 11.0% (7.9-14.2%) among the poorest. Compared with the lowest quintile, wealthier individuals had higher odds of diagnosis (AOR 3.55 [2.11-5.98] for diagnosis, 3.59 [2.01-6.41] for treatment, and 2.24 [1.12-4.51] for control). Conclusions: Indonesia achieved meaningful improvements in the diabetes care cascade over the past decade, yet remains far below global 80/80 targets, with nearly 80% of cases undiagnosed and control below 10%. Persistent wealth-based inequities highlight that near-universal insurance coverage has not been translated into equitable care access, underscoring the need for equity-focused screening and primary care strengthening. Keywords: Diabetes, Care Cascade, Health Services, Indonesia

Considering the fact of growing elderly population in Bangladesh and breaking of the cultural tradition of family taking care of the elder generation, institutionalization has become popular. This cross-sectional study was designed to evaluate the level of depression, anxiety and stress among the elderly people living in OAHs and impact of sociodemographic, anthropometric, clinical characteristics and satisfaction levels about the institutional facilities on their depression, anxiety, stress levels. Three old age homes were selected by purposive sampling- Probin Nibash (Agargaon), Priyojon Nibash (Darus Salam Road) and Old Rehabilitation Center (Gazipur). A total of 175 participants were selected from these institutions, who met inclusion criteria. They were interviewed face- to- face with a semi- structured questionnaire. DASS-21 was used to evaluate their level of depression, anxiety and stress level. SPSS version 26 was used for statistical analysis. Most prevalent age group was found to be 66-70 years with a mean age of 75.31{+/-}7.72. Female participants (52%) were more than male respondents (48%). Most of the participants was graduates (38.3%). Most of the participants (90.3%) were widowed with 1- 2 children (80%). Half of the participants (50.3%) had non- government jobs previously, whereas 40% were housewives. Regarding communication, 68% never communicate with their family and most of them (80.6%) had no one to take care at their homes. More than half of the respondents (58.3%) had chronic diseases like hypertension (16.67%), diabetes (47.06%), heart disease (7.84%) etc. Majority of the participants were satisfied with the facilities like food (61.14%), recreation (83.43%), medical care (80.0%), caregiver services (96.57%), safety (98.86%), physical exercise (93.43%), social activities within the institution (99.43%) and funeral system (83.43%) provided by the institutions. Among all the participants, 80.57% had mild to extreme severe level depression, 68% had anxiety and 70.29% had stress. Depression was found to be associated significantly with female gender, less communication with family, 1-5 years of staying at OAHs (p<0.001). Anxiety was significantly associated with female gender and less communication with family (p<0.05). Stress was significantly associated with less communication with family, and 1-5 years of staying at OAHs (p<0.001).