Early Pre-clinical Exposure Enhances Medical Student Knowledge and Readiness in Caring for Patients with Disabilities.

Physicians receive little dedicated training in caring for patients with disabilities. This study evaluated whether integrating disability-focused content into pre-clinical curricula improved medical student knowledge, readiness, and attitudes in caring for patients with disabilities. Readings, clinical reasoning cases, and patient panels were added to the existing pre-clinical curricula. Students self-reported increased knowledge and readiness in caring for patients with disabilities following implementation. No changes were reported in student attitudes toward patients with disabilities. Integrating disability-related training into the curricula was effective in improving students' self-reported knowledge and readiness to care for patients with disabilities. Supplementary Information: The online version contains supplementary material available at 10.1007/s40670-024-02061-5.

Evidence of innate training in bovine γδ T cells following subcutaneous BCG administration.

The Bacillus Calmette Guerin (BCG) vaccine has been shown to induce non-specific protection against diseases other than tuberculosis in vaccinated individuals, attributed to the induction of trained immunity. We have previously demonstrated that BCG administration induces innate immune training in mixed peripheral blood mononuclear cells and monocytes in calves. Gamma Delta (γδ) T cells are non-conventional T cells that exhibit innate and adaptive immune system features. They are in higher proportion in the peripheral blood of cattle than humans or rodents and play an essential role in bovine immune response to pathogens. In the current study, we determined if BCG administration induced innate immune training in bovine γδ T cells. A group of 16 pre-weaned Holstein calves (2-4 d age) were enrolled in the study and randomly assigned to vaccine and control groups (n=8/group). The vaccine group received two doses of 106 colony forming units (CFU) BCG Danish strain subcutaneously, separated by 2 weeks. The control group remained unvaccinated. Gamma delta T cells were purified from peripheral blood using magnetic cell sorting three weeks after receiving the 1st BCG dose. We observed functional changes in the γδ T cells from BCG-treated calves shown by increased IL-6 and TNF-α cytokine production in response to in vitro stimulation with Escherichia coli LPS and PAM3CSK4. ATAC-Seq analysis of 78,278 regions of open chromatin (peaks) revealed that γδ T cells from BCG-treated calves had an altered epigenetic status compared to cells from the control calves. Differentially accessible peaks (DAP) found near the promoters of innate immunity-related genes like Siglec14, Irf4, Ifna2, Lrrfip1, and Tnfrsf10d were 1 to 4-fold more accessible in cells from BCG-treated calves. MOTIF enrichment analysis of the sequences within DAPs, which explores transcription factor binding motifs (TFBM) upstream of regulatory elements, revealed TFBM for Eomes and IRF-5 were among the most enriched transcription factors. GO enrichment analysis of genes proximal to the DAPs showed enrichment of pathways such as regulation of IL-2 production, T-cell receptor signaling pathway, and other immune regulatory pathways. In conclusion, our study shows that subcutaneous BCG administration in pre-weaned calves can induce innate immune memory in the form of trained immunity in γδ T cells. This memory is associated with increased chromatin accessibility of innate immune response-related genes, thereby inducing a functional trained immune response evidenced by increased IL-6 and TNF-α cytokine production.

A Bilingual Readability Assessment of Online Breast Cancer Screening and Treatment Information.

INTRODUCTION: Presenting health information at a sixth-grade reading level is advised to accommodate the general public's abilities. Breast cancer (BC) is the second-most common malignancy in women, but the readability of online BC information in English and Spanish, the two most commonly spoken languages in the United States, is uncertain. METHODS: Three search engines were queried using: "how to do a breast examination," "when do I need a mammogram," and "what are the treatment options for breast cancer" in English and Spanish. Sixty websites in each language were studied and classified by source type and origin. Three readability frameworks in each language were applied: Flesch Kincaid Reading Ease, Flesch Kincaid Grade Level, and Simple Measure of Gobbledygook (SMOG) for English, and Fernández-Huerta, Spaulding, and Spanish adaptation of SMOG for Spanish. Median readability scores were calculated, and corresponding grade level determined. The percentage of websites requiring reading abilities >sixth grade level was calculated. RESULTS: English-language websites were predominantly hospital-affiliated (43.3%), while Spanish websites predominantly originated from foundation/advocacy sources (43.3%). Reading difficulty varied across languages: English websites ranged from 5th-12th grade (Flesch Kincaid Grade Level/Flesch Kincaid Reading Ease: 78.3%/98.3% above sixth grade), while Spanish websites spanned 4th-10th grade (Spaulding/Fernández-Huerta: 95%/100% above sixth grade). SMOG/Spanish adaptation of SMOG scores showed lower reading difficulty for Spanish, with few websites exceeding sixth grade (1.7% and 0% for English and Spanish, respectively). CONCLUSIONS: Online BC resources have reading difficulty levels that exceed the recommended sixth grade, although these results vary depending on readability framework. Efforts should be made to establish readability standards that can be translated into Spanish to enhance accessibility for this patient population.

Factors That Impact Time to Athletic Trainer Evaluation Following Acute Injury Among Secondary School Athletes: A Report from the Athletic Trainin Practice-Based Research Network.

CONTEXT: Immediate athletic trainer (AT) availability for acute injuries is essential as worse long-term outcomes are associated with delays in receiving medical care. Several factors have been found to influence AT availability between secondary schools, but few studies have evaluated how medical coverage varies between athlete groups. OBJECTIVE: The purpose of this project was to identify factors that impact the time to AT evaluation following acute sport-related injury in secondary school setting. DESIGN: Cross-Sectional Study. SETTING: Retrospective analysis of de-identified patient records via the Athletic Training Practice-Based Research Network. PATIENTS: High school athletes diagnosed with an acute sport related injury during in-season play from 2010-2023. MAIN OUTCOME MEASURE: Time to AT evaluation was measured as the number of days between injury onset, reported by the patient, to AT evaluation. RESULTS: This report consists of 17,354 patient cases representing 20 different sports. Overall, 46.9% (n=8,138) of patients who sustained an injury during in-season play were evaluated by an AT the same day (range=0-14days). Significant group differences were reported for sex (p <. 001), setting (p <. 001), and sport level (p < .01), with females and in-game injuries associated with longer times to AT evaluation. Freshmen were evaluated sooner than JV (p < .01) and varsity (p < .001) athletes. No difference was observed between JV and varsity athletes (p=0.34). CONCLUSIONS: Almost half of patients received medical care within 24 hours following an acute injury during in-season play, highlighting how qualified health care is accessible for many student athletes through ATs in the secondary school setting. Differences in time to AT evaluation may be attributable to sex discrepancies in immediate medical coverage between sports and injury reporting patterns among athletes.

An interdisciplinary integrated specialized one-stop outpatient clinic for idiopathic intracranial hypertension - a comprehensive assessment of patient satisfaction.

BACKGROUND: Management of idiopathic intracranial hypertension (IIH) is complex requiring contributions from multiple specialized disciplines. In practice, this creates considerable organizational and communicational challenges. To meet those challenges, we established an interdisciplinary integrated outpatient clinic for IIH with a central coordination and a one-stop concept. Here, we aimed to evaluate effects of this one-stop concept on subjective patient satisfaction and economic outcome in patients with IIH. METHODS: In a retrospective cohort study, we compared the one-stop era with integrated care (IC, 1-JUL-2021 to 31-DEC-2022) to a reference group receiving standard care (SC, 1-JUL-2018 to 31-DEC-2019) regarding subjective patient satisfaction (assessed by the Vienna Patient Inventory). Multivariable binary linear regression models were used to adjust for confounders. RESULTS: Baseline characteristics of the IC group (n = 85) and SC group (n = 81) were comparable (female: 90.6% vs. 90.1%; mean age: 33.6 vs. 32.8 years, educational level: ≥9 years of education 60.0% vs. 59.3%; located in Vienna 75.3% vs. 76.5%). Compared to SC, management within IC concept was associated with statistically significantly higher subjective patient satisfaction (beta = 0.93; p < 0.001) with the strongest effects observed in satisfaction with treatment accessibility and availability (beta = 2.05; p < 0.001). Subgroup analyses of patients with migration background and language barrier consistently indicated stronger effects of IC in these groups. CONCLUSIONS: Interdisciplinary integrated management of IIH statistically significantly and clinically meaningfully improves patient satisfaction - particularly in socioeconomically underprivileged patient groups. Providing structured central coordination to facilitate and improve access to interdisciplinary management provides means to further improve outcome.

Current genomic deep learning models display decreased performance in cell type-specific accessible regions.

BACKGROUND: A number of deep learning models have been developed to predict epigenetic features such as chromatin accessibility from DNA sequence. Model evaluations commonly report performance genome-wide; however, cis regulatory elements (CREs), which play critical roles in gene regulation, make up only a small fraction of the genome. Furthermore, cell type-specific CREs contain a large proportion of complex disease heritability. RESULTS: We evaluate genomic deep learning models in chromatin accessibility regions with varying degrees of cell type specificity. We assess two modeling directions in the field: general purpose models trained across thousands of outputs (cell types and epigenetic marks) and models tailored to specific tissues and tasks. We find that the accuracy of genomic deep learning models, including two state-of-the-art general purpose models-Enformer and Sei-varies across the genome and is reduced in cell type-specific accessible regions. Using accessibility models trained on cell types from specific tissues, we find that increasing model capacity to learn cell type-specific regulatory syntax-through single-task learning or high capacity multi-task models-can improve performance in cell type-specific accessible regions. We also observe that improving reference sequence predictions does not consistently improve variant effect predictions, indicating that novel strategies are needed to improve performance on variants. CONCLUSIONS: Our results provide a new perspective on the performance of genomic deep learning models, showing that performance varies across the genome and is particularly reduced in cell type-specific accessible regions. We also identify strategies to maximize performance in cell type-specific accessible regions.

Systematic review and meta-analysis of postpartum depression and its associated factors among women before and after the COVID-19 pandemic in Uganda.

OBJECTIVE: This meta-analysis aimed to estimate the national prevalence of postpartum depression (PPD) in Uganda and identify predictors in both pre-COVID-19 and post-COVID-19 eras. DESIGN: Used a systematic review and meta-analysis methodology. DATA SOURCES: Reviewed papers were sourced from Medline/PubMed, PsycINFO, CINAHL/EBSCOhost, Google Scholar, ScienceDirect and African Journals Online. ELIGIBILITY CRITERIA FOR SELECTED STUDIES: The review encompassed observational studies published on PPD in Uganda from 1 January 2000 to 30 November 2023. RESULTS: 11 studies (involving 7564 participants) published from 1 January 2000 to 30 November 2023 were reviewed. The pooled prevalence of PPD in Uganda was 29% (95% CI 21% to 37%, I2=98.32%). Subgroup analysis indicated a similar prevalence before (29%, 95% CI 20% to 39%) and during (28%, 95% CI 22% to 32%) the COVID-19 period. Special groups exhibited a higher prevalence (32%, 95% CI 16% to 47%) than general postpartum women (28%, 95% CI 19% to 37%). Factors associated with PPD included poor social support (OR 1.19, 95% CI 1.17 to 1.22, I2=96.8%), maternal illness (OR 1.22, 95% CI 1.19 to 1.26, I2=96.9%), poor socioeconomic status (OR 1.43, 95% CI 1.40 to 1.46, I2=99.5%) and undergoing caesarean section (OR 1.15, 95% CI 1.12 to 1.17, I2=80.6%). Surprisingly, there was a marginal decrease in PPD during the COVID-19 period. Subgroup analysis highlighted a higher prevalence among mothers with HIV. CONCLUSION: This study underscores the significant prevalence of PPD in Uganda, with sociodemographic factors increasing risk. Despite a slight decrease during the COVID-19 period, the importance of prioritising maternal mental health is emphasised, considering sociodemographic factors and pandemic challenges, to improve maternal and child health outcomes and overall well-being.

The Capacitated Maximal Covering Location Problem Improves Access to Stroke Treatment: A Cross-Sectional Simulation Study.

Disparities in accessing advanced stroke treatment have been recognized as a policy challenge in multiple countries, including Japan, necessitating priority solutions. Nevertheless, more practical healthcare policies must be implemented due to the limited availability of healthcare staff and financial resources in most nations. This study aimed to evaluate the supply and demand balance of mechanical thrombectomy (MT) and identify areas with high priority for enhancing stroke centers. The target area of this study was Hokkaido, Japan. We adopted the capacitated maximal covering location problem (CMCLP) to propose an optimal allocation without increasing the number of medical facilities. Four realistic scenarios with varying levels of total MT supply capacity for Primary stroke centers and assuming a range of 90 minutes by car from the center were created and simulated. From scenarios 1 to 4, the coverage increased by approximately 53% to 85%, scenarios 2 and 3 had 5% oversupply, and scenario 4 had an oversupply of approximately 20%. When the supply capacity cap was eliminated and 8 PSCs received 31 or more patients, they became priority enhancement targets. The CMCLP estimates demand coverage considering the supply and demand balance and indicates areas and facilities where MT supply capacity enhancement is a priority.

Relationship between geographic accessibility to emergency services and infant mortality: A systematic review and meta-analysis.

AIM: To evaluate the methodological quality of studies that analysed the relationship between accessibility to emergency services and infant mortality. METHODS: A systematic review with meta-analysis, registered on the international prospective register of systematic reviews (PROSPERO) platform under code CRD42021279854. Medline/Pubmed, Embase, SciElo, Lilacs, Scopus and web of science electronic databases were searched between November 2021 and May 2024, without language or publication time restriction. We included observational studies that compared the infant mortality outcome with the different distances travelled or travel time to health services in a paediatric emergency. Thus, we excluded studies with primary outcomes present in the pre- and perinatal periods, as well as distances or travel time to obstetric emergency units. We used the grade to assess the methodological quality of the studies and the Newcastle-Ottawa scale for the risk of bias, in addition to performing a meta-analysis. RESULTS: The evidence quality on infant mortality was moderate for four studies and low for three studies. The meta-analysis showed that children who travelled more than 5 km to the emergency service had a 28% increase in the chance of dying (P = 0.002), as well as those travelling for more than 40 min increased by 45% (P < 0.001). CONCLUSIONS: There was a relationship between the increase in geographic accessibility distance and travel time with the increase in infant mortality. However, the studies still showed moderate to low methodological quality.

Sulfotransferase-mediated phase II drug metabolism prediction of substrates and sites using accessibility and reactivity-based algorithms.

Sulphotransferases (SULTs) are a major phase II metabolic enzyme class contributing ~20 % to the Phase II metabolism of FDA-approved drugs. Ignoring the potential for SULT-mediated metabolism leaves a strong potential for drug-drug interactions, often causing late-stage drug discovery failures or black-boxed warnings on FDA labels. The existing models use only accessibility descriptors and machine learning (ML) methods for class and site of sulfonation (SOS) predictions for SULT. In this study, a variety of accessibility, reactivity, and hybrid models and algorithms have been developed to make accurate substrate and SOS predictions. Unlike the literature models, reactivity parameters for the aliphatic or aromatic hydroxyl groups (R/Ar-O-H), the Bond Dissociation Energy (BDE) gave accurate models with a True Positive Rate (TPR)=0.84 for SOS predictions. We offer mechanistic insights to explain these novel findings that are not recognized in the literature. The accessibility parameters like the ratio of Chemgauss4 Score (CGS) and Molecular Weight (MW) CGS/MW and distance from cofactor (Dis) were essential for class predictions and showed TPR=0.72. Substrates consistently had lower BDE, Dis, and CGS/MW than non-substrates. Hybrid models also performed acceptablely for SOS predictions. Using the best models, Algorithms gave an acceptable performance in class prediction: TPR=0.62, False Positive Rate (FPR)=0.24, Balanced accuracy (BA)=0.69, and SOS prediction: TPR=0.98, FPR=0.60, and BA=0.69. A rule-based method was added to improve the predictive performance, which improved the algorithm TPR, FPR, and BA. Validation using an external dataset of drug-like compounds gave class prediction: TPR=0.67, FPR=0.00, and SOS prediction: TPR=0.80 and FPR=0.44 for the best Algorithm. Comparisons with standard ML models also show that our algorithm shows higher predictive performance for classification on external datasets. Overall, these models and algorithms (SOS predictor) give accurate substrate class and site (SOS) predictions for SULT-mediated Phase II metabolism and will be valuable to the drug discovery community in academia and industry. The SOS predictor is freely available for academic/non-profit research via the GitHub link.

Antibiotic use in public hospitals in Vietnam between 2018 and 2022: a retrospective study.

OBJECTIVE: To assess the patterns of antibiotic consumption and expenditure in Vietnam. DESIGN: This was a cross-sectional study. SETTING: This study used data of antibiotic procurement that was publicly announced from 2018 to 2022 as a proxy for antibiotic consumption. PARTICIPANTS: This study included winning bids from 390 procurement units in 63 provinces in Vietnam for 5 years with a total expenditure of US$ 12.8 billions that represented for approximately 20-30% of the national funds spend on medicines. INTERVENTIONS: Antibiotics were classified by WHO AWaRe (Access, Watch and Reserve) classification. OUTCOME MEASURES: The primary outcomes were the proportions of antibiotic consumptions in number of defined daily doses (DDD) and expenditures. RESULTS: There was a total of 2.54 million DDDs of systemic antibiotics, which accounted for 24.7% (US $3.16 billions) of total expenditure for medicines purchased by these public health facilities. The overall proportion of Access group antibiotics ranges from 40.9% to 53.8% of the total antibiotic consumption over 5 years. CONCLUSION: This analysis identifies an unmet target of at least 60% of the total antibiotic consumption being Access group antibiotics and an unreasonable share of expenditure for non-essential antibiotics in public hospitals in Vietnam.

Somebody who understands the culture and their needs that can cater for them in their retirement time: a peer research study exploring the challenges faced by British Muslims with palliative care needs during the COVID-19 pandemic.

BACKGROUND: Inequities in palliative and end-of-life care access exist, with evidence of lower uptake of these services among people from the British Muslim community. Little research exists exploring the experiences of British Muslims with palliative care needs and their families during the pandemic or before. AIM: To coproduce peer research exploring the experiences of British Muslims with palliative care needs and their families during the COVID-19 pandemic. DESIGN: A collaborative peer research interview study. Peer researchers were recruited and trained to undertake qualitative interviewing. Data were analysed using reflective thematic analysis. SETTING/PARTICIPANTS: 3 peer researchers conducted 11 telephone interviews (10 in English and 1 in Urdu) between August and September 2021 with 12 participants (5 people with palliative care needs and 7 family carers). RESULTS: Four themes were identified: (1) issues in accessing healthcare exacerbated by the COVID-19 pandemic, (2) the impact on family carers, (3) variation in support from community groups and (4) social and information exclusion. The COVID-19 pandemic exacerbated existing challenges to accessing healthcare services for British Muslims with palliative care needs. Family members experienced the cumulative impact of supporting people with palliative needs while also advocating for and supporting them to access the care they required. Language barriers, digital exclusion and uncertainly about how to access information, in addition to the apparent lack of consideration of important festivals in the Muslim calendar in the implementation of policies around lockdowns, culminated in a sense of exclusion from COVID-19-related policies and messaging for this population. CONCLUSIONS: These findings support the need to involve people from diverse backgrounds in the design and delivery of healthcare services and policies. Learning from this unique time in our histories should be used to shape future delivery of culturally aware and inclusive care.

Utilisation of eye health services and compliance with spectacles wear among community school adolescents: a mixed-methods study from Bagmati province of Nepal.

OBJECTIVES: This study aims to determine the factors influencing eye care service utilisation and compliance with spectacles wear among school students. DESIGN: Mixed-methods study. SETTING: 27 community schools from 6 districts of Bagmati province of Nepal. PARTICIPANTS: Adolescents with mild vision impairment who were screened at schools by their trained peers for visual acuity measurement and subsequently received subsidised spectacles for refractive error correction. For the quantitative study, 317 students from 21 schools completed the survey. For qualitative study, 62 students from 6 schools participated in 6 focus group discussions. PRIMARY OUTCOME MEASURES: Utilisation of eye care services and compliance with spectacles wear. RESULTS: Among 317 students, 53.31% were aged 15-19, and 35.96% were male. More than half (52.68%, n=167) did not use eye health services. Among students who did not go, 51.50% reported eye health facilities being far away. Thematic analysis showed that distance, COVID-19 and awareness were influential in the utilisation of eye care. The multivariate analysis showed urban residents were likelier (adjusted OR (AOR) 4.347, 95% CI 2.399 to 7.877, p<0.001) to use eye care services. During an unannounced visit to schools after 3-4 months of spectacles distribution, 188 (59.31%) students were wearing spectacles. 20.16% of students not wearing spectacles reported they did not feel the need. Thematic analysis showed the influence of family and peers, affordability, aesthetic appearance, comfortability and symptomatic relief in spectacles compliance. The multivariate analysis showed that urban residents (AOR 2.552, 95% CI 1.469 to 4.433, p<0.001), older adolescents (AOR 1.758, 95% CI 1.086 to 2.848, p=0.022), mothers with paid jobs (AOR 2.440, 95% CI 1.162 to 5.125, p=0.018) and students visiting eye care centres (AOR 1.662, 95% CI 1.006 to 2.746, p=0.047) were more likely to be compliant with spectacles wear. CONCLUSIONS: There are multiple barriers for students to use eye care services and stay compliant with spectacles wear. Eye health programmes should include eye health promotion and be accessible, affordable and equitable.

Research ethics for all: Development of a social-behavioral research ethics education program for community research partners with developmental disabilities.

BACKGROUND: People with developmental disabilities make important contributions to research. However, inaccessible research ethics trainings present a barrier to them taking on some research roles. OBJECTIVES: We developed a social-behavioral research ethics training that leads to certification tailored to the accessibility needs and roles of community research partners with developmental disabilities. METHODS: We collaborated with diverse partners (people with developmental disabilities, a disability service provider, health researchers, human research participant protections experts) to develop the research ethics training. To identify potential training content, we conducted a rapid scoping review of ethical, legal, and social issues in social-behavioral research with adults with developmental disabilities and reviewed national research ethics curricula. Through discussions and a modified Delphi process, we worked with partners to identify content to teach; partners also provided guidance on accessibility. RESULTS: The training and rapid scoping reviews and input from partners resulted in 93 potential educational content elements to include. After completing the modified Delphi process, partners recommended inclusion of 83 of these content elements in the educational training and provided input on depth and approach to teaching this content. Research Ethics for All is a freely available training that includes 5 units, delivered via didactic and active learning, and assessment activities to verify understanding. Research Ethics for All should be facilitated by an experienced researcher. CONCLUSIONS: Research Ethics for All includes foundational social-behavioral research ethics content designed to support community research partners with developmental disabilities to take on new research responsibilities.

Bodily-tactile early intervention: a pilot study of the role of maternal touch and emotional availability in interactions between three children with visual impairment and additional disabilities and their mothers.

Background: Children with visual impairment and additional disabilities (VIAD) have difficulty accessing the visual information related to their parents' facial expressions and gestures. Similarly, it may be hard for parents to detect their children's subtle expressions. These challenges in accessibility may compromise emotional availability (EA) in parent-child interactions. The systematic use of the bodily-tactile modality for expressive and receptive communicative functions may function as a strategy to compensate for a child's lack of vision. This multiple-case study explored the effects of a bodily-tactile early intervention for three mothers and their one-year-old children with VIAD. Methods: Video data from baseline, intervention, and follow-up sessions were analyzed using a bodily-tactile coding procedure and EA Scales. Results: During the intervention, all mothers began to use a more bodily-tactile modality in early play routines and in different communicative functions. They increased their use of anticipatory cues, noticing responses, and tactile signs. Moreover, the children were more emotionally available to their mothers during the intervention and follow-up compared to the baseline. Conclusion: The results indicated that, during a short intervention, mothers could adopt a systematic use of the bodily-tactile modality in interactions with their children with VIAD. The results also suggest that, when mothers increased flexibility in communication channels, it was positively linked to their children's EA.

Understanding spatial inequalities and stratification in transportation accessibility to social infrastructures in South Korea: multi-dimensional planning insights.

This research investigated spatial inequalities in transportation accessibility to social infrastructures (SIs) in South Korea, using a multi-dimensional methodological approach, including descriptive/bivariate analysis, explanatory factor analysis (EFA), K-Mean cluster analysis, and multinomial logit model (MNL). Our study confirmed pronounced spatial disparities in transportation accessibility to SIs, highlighting significantly lower access in rural and remote regions compared to urban centers and densely populated areas, consistent with existing literature. Building on prior findings, several additional findings were identified. First, we uncovered significant positive correlations among accessibility to different types of SIs in four critical categories: green and recreation spaces, health and aged care facilities, educational institutions, and justice and emergency services, revealing prevalent spatial inequality patterns. Second, we identified three distinct accessibility clusters (High, Middle, and Low) across the critical SI categories. Specifically, residents within the High cluster benefited from the closest average network distances to all SIs, while those in the Low cluster faced significant accessibility burdens (e.g., 22.9 km for welfare facilities, 20.1 km for hospitals, and 19.2 km for elderly care facilities). Third, MNL identified factors such as population density and housing prices as pivotal in spatial stratification of accessibility. Specifically, areas with lower SI accessibility tended to have a higher proportion of elderly residents. Also, decreased accessibility correlated with diminished traffic volumes across all transportation modes, particularly public transportation. This research contributes to enhancing our understanding of spatial inequalities in transportation accessibility to SIs and offers insights crucial for transportation and urban planning.

A framework to foster accessibility in post-pandemic virtual higher education.

The SARS-CoV-2 Coronavirus pandemic (COVID-19) forced educational institutions to move their programmes to the virtual world. Several tech-based solutions -including virtual training and tutoring, discussion forums, access to content and information, collaborative platforms, and Open Educational Resources (OER)- were implemented to address this shift and continue to be used in the post-pandemic era due to the advantages they offer, especially for hybrid and blended learning. However, the implementation of these tech-based solutions also revealed several accessibility issues that need to be addressed to fully leverage the technological benefits. This study aims to provide a framework to facilitate the adoption of good practices related to technological accessibility in virtual Higher Education. The implementation of the framework is divided into four basic actions, each of which should be tailored to the constraints and needs for improving accessibility in Higher Education Institutions (HEIs). The framework's instantiation in four HEIs serves as a proof-of-concept in real-world scenarios. The preliminary results suggest that the proposal is promising, as it was adaptable to the specific needs of each HEI fostering accessibility and inclusion through technological alternatives that align with their organisational structures and current levels of attention to accessibility.

Detection and management of localized prostate cancer in Nigeria: barriers and facilitators according to patients, caregivers and healthcare providers.

BACKGROUND: Prostate cancer mortality rates are high in Nigeria. While prostate cancer is highly curable with early detection and effective multidisciplinary management, the quality of care is suboptimal in this setting. Sustainable delivery of high-quality care for patients with localized prostate cancer is needed to save more lives. To inform future interventions to improve care, this study aimed to identify barriers and facilitators that influence prostate cancer detection and management in Nigeria. METHODS: Six focus group discussions (FGDs), stratified by stakeholders were conducted with a purposive sample of prostate cancer patients (n = 19), caregivers (n = 15), and healthcare providers (n = 18), in two academic tertiary hospitals in northern and southern Nigeria. A discussion guide organized based on the socio-ecological model was used. FGDs were recorded, transcribed, and analysed using the framework technique. RESULTS: Barriers and facilitators were identified at the individual, interpersonal, and organizational levels. Barriers to detection included limited knowledge and misperceptions among patients, caregivers, and community-based non-specialist healthcare providers, and limitations of centralized opportunistic screening; while facilitators included the potential for religious institutions to encourage positive health-seeking behaviour. Barriers to management included non-uniformity in clinical guideline usage, treatment abandonment amidst concerns about treatment and survival, absence of patient interaction platforms and follow-up support systems, difficulty in navigating service areas, low health insurance coverage and limited financial resource of patients. Facilitators of management included the availability of resource stratified guidelines for prostate cancer management and the availability of patient peers, caregivers, nurses, and medical social workers to provide correct medical information and support patient-centred services. Participants also provided suggestions that could help improve prostate cancer detection and management in Nigeria. CONCLUSION: This study identified multiple determinants affecting the detection and management of localized prostate cancer. These findings will inform the refinement of implementation strategies to improve the quality of prostate cancer care in Nigeria.

Social determinants of health as barriers to care for vasculitis: perspectives of patients and healthcare providers.

OBJECTIVE: This study examined patient and healthcare provider (HCP) perspectives on the impact of unmet social needs on healthcare barriers for patients with vasculitis. METHODS: Two surveys were developed to gather perspectives from patients with vasculitis, and HCPs specializing in vasculitis care. The patient survey also included a 20-question social needs assessment. The data were analyzed using descriptive statistics. RESULTS: One hundred patients and 31 HCPs completed the surveys between September 2022 and June 2023. Fifty-six percent of patients reported unmet social needs, with poor social and mental health (30%) being the most common. Sixty-three percent of patients with vasculitis perceived unmet social need(s) as barriers to healthcare access. Financial insecurity (30%), poor mental health (29%), and poor health knowledge (25%) were the most common barriers identified. Overall, HCPs perceived SDOH have a greater impact on healthcare access than the patients surveyed. Most patients (82%) and HCPs (90%) believed rheumatologists should help in the management of SDOH, specifically health knowledge and mental health. Few HCPs (10%) felt well-positioned to address patients' mental health. Suggested interventions that address social needs and improve healthcare access included referrals to community-based resources, providing educational materials, and virtual visits. CONCLUSION: Through patient and HCP perspectives, the impact of SDOH on healthcare access for patients with vasculitis was explored. Understanding the positive experiences and challenges faced by patients is crucial for developing targeted interventions to enhance healthcare access. These findings underscore the importance of ongoing efforts to improve the healthcare experience for patients with vasculitis. Key Points • The impact of unmet social needs on healthcare access for patients with vasculitis, illustrates the complex relationship between SDOH and healthcare outcomes. • Unmet social needs among patients with vasculitis, included poor social and mental health, financial and food insecurity, and a lack of health literacy, which may exacerbate challenges leading to poor health outcomes. • The differences in perspectives between patients and healthcare providers regarding the impact of certain SDOH on healthcare access, necessitates the importance of co-production in the development of interventions to improve healthcare delivery. • The importance of patient-centered care and tailored solutions was highlighted by the need for various interventions to address social needs and improve healthcare access, such as referrals to community-based resources, educational materials, and interprofessional collaboration.