Health Care Planning Research Articles

Rising Prevalence of Multiple Sclerosis in Switzerland - Results from the Swiss Multiple Sclerosis Registry

Introduction: Understanding the prevalence of multiple sclerosis (MS) provides information for healthcare planning and helps identify trends and patterns of disease occurrence. For Switzerland, the number of persons with MS (pwMS) was last estimated at approximately 15,000 in 2016. The study’s objectives are to update estimates of MS prevalence and characterise the change in MS prevalence in Switzerland between 2016 and 2021, the last year with complete administrative data. Methods: The Swiss MS Registry (SMSR) is an ongoing, longitudinal study in Switzerland. It has previously established a methodology to assess the epidemiology of MS in Switzerland by integrating SMSR data with administrative data on reimbursement approvals for disease-modifying therapies (DMTs). Subsequently, the benchmark-multiplier method is applied to the combined data. Using the same methodology, we calculated overall and sex- and age-specific prevalence rates for 2021. Furthermore, we descriptively analysed changes since 2016 by comparing the prevalence figures and demographic and clinical characteristics of pwMS in both years. Results: We estimated the population of pwMS in Switzerland at 18,140 [95% simulation interval 17,550-18,750], corresponding to a period prevalence of 200.8-214.5/100,000 inhabitants. Peak prevalence was observed in the 50 to 55-year age group. Compared to 2016, the 2021 estimate corresponds to a 20% increase (n=3,000). Extrapolating from Swiss population growth, we estimated that one-fifth of the observed prevalence increase may be attributed to a rising population. The proportion of pwMS in the age range from 50 to 64 (32.5% vs. 35.9%) and above 65 (8.0% vs. 11.1%) years increased. Consequently, the median [interquartile range] age increased from 47 [37-55] to 49 [38-57] years. The median age at diagnosis (36 [28-45] years) and the female-to-male ratio (2.7:1) remained stable since 2016. The proportion of pwMS treated with DMTs increased from 62.1% to 69.0%, with the largest change observed in infusion therapies (15.7% vs. 23.3%). Conclusion: The estimated MS prevalence in Switzerland has increased since the previous estimate in 2016, with a shift in peak prevalence towards older ages. Population growth explained around one-fifth of this increase, thus leaving room for contributions by additional factors, which require further investigation. The rising MS prevalence has several implications for healthcare, research and society.

A Study on Alzhemier Disease in Takum, Taraba State, Nigeria: An ARIMA Model Approach

Alzheimer’s disease, a progressive neurodegenerative disorder, represents a significant and growing public health burden, particularly as life expectancy increases worldwide. In sub-Saharan Africa, including Nigeria, the disease's prevalence is rising due to aging populations and urbanized lifestyles that elevate risk factors for cognitive decline. This study investigates the trends and projected incidence of Alzheimer’s disease in Takum, Taraba State, Nigeria. The research utilizes patient records from General Hospital Takum, spanning from 2012 to 2021. Following diagnostic tests and data transformations, the ARIMA(1,2,0) model was selected as the best fit for predicting future case counts. The findings reveal a steady increase in Alzheimer’s cases, consistent with global patterns, highlighting the need for proactive measures in healthcare planning. The study thus recommends the need for increased public awareness, investment in diagnostic infrastructure, and support systems for caregivers.

Sex differences in pneumonia risk during COVID-19 in Mexico.

This study aimed to evaluate the pneumonia risk based on the patient's sex during the COVID-19 pandemic and the early months of the endemic phase of the disease in Mexico. A retrospective cohort study was conducted using a dataset resulting from the epidemiological surveillance of COVID-19 (February 2020 to August 2023). Data from 1.6million adults with laboratory-positive disease, were analyzed. Risk ratios (RR) and 95% confidence intervals (CI), computed through generalized linear regression models, were used. The overall risk of pneumonia was 9.3% (95% CI 9.2-9.4%), with sex-specific estimates of 7.0% (95% CI 6.9-7.1%) for women and 12.0% (95% CI 11.9-12.1%) for men. This disparity was consistently observed throughout all phases of the pandemic, including the endemic phase of the disease. After adjusting for age, predominant viral genotype at illness onset and preexisting medical conditions, men had a 3.3% higher risk of severe manifestations when compared to women (RR = 1.033, 95% CI 1.032-1.034). Our research highlights the potential role of patients' sex as a factor influencing pneumonia risk during and after the COVID-19 pandemic in Mexico. These findings may provide useful considerations for healthcare planning and policy development focused on addressing the impact of the disease on vulnerable populations.

The Pan-African Surgical Healthcare Forum: An African qualitative consensus propagating continental national surgical healthcare policies and plans.

Access to equitable, safe, affordable, timely, and quality surgical healthcare in Africa remains limited. Few African countries have surgical healthcare plans or policies. Where these exist, there are significant gaps in dissemination, funding, and implementation. A Pan-African Surgical Healthcare Forum (PASHeF) was initiated to address this. The inaugural forum was a two-day consensus conference of technocrats from African Ministries of Health hosted by the Honorable Minister for Health of Rwanda in Kigali. Through coordinated discussions, plenary sessions, working groups, and technocrat networking, they charted the path forward for national surgical healthcare policies and plans. Discussions were sparked by country experiences, and working groups focused on curated context-specific, face-validated questions. Documentation involved field notes, audio recordings, and artificial intelligence transcription. Data was coded using a constant comparative method to itemize delegates' observations, declarations, and recommendations, with member checking. A consensus statement was generated using an inclusive decision-making model. Thirty-two Ministries of Health were represented by 42 delegates who drafted and unanimously adopted the PASHeF 2023 Consensus Statement. This was a 50-point consensus addressing country commitment, leadership, financing, stakeholder mobilization, monitoring and evaluation, partnerships, and other aspects of national surgical healthcare planning in Africa. This consensus is the African roadmap and emphasizes implementation, the need for flexibility in policy development, and current opportunities and barriers. It emphasizes that community involvement and sustainability should undergird this planning, in addition to a focus on the entire spectrum of surgical healthcare, including prevention and rehabilitation. Delegates endorsed PASHeF as an annual event with a secretariat and recommended the creation of a Pan-African Surgical Healthcare Policy monitoring system, and that issues of surgical healthcare should be escalated as an agenda item on African Union and sub-regional ministerial meetings. African nations have embraced surgical healthcare policy as an imperative on their journey towards Universal Health Coverage.

Paramedic or GP consultations in primary care: prospective study comparing costs and outcomes.

General Practice faces pressures due to increased demand and a shortage of GPs. Paramedics in General Practice (PGPs), increasingly contribute to managing minor illnesses, conducting home visits, and providing urgent consultations. Explore the impact of paramedic-consultations on patient-reported experience, safe management and NHS costs. Prospective cohort study comparing PGP with GP consultations at 34 GP sites in England. Eligible participants had a consultation with a PGP (25 PGP sites) or GP (9 non-PGP sites) between May 2022 and February 2023. Questionnaires were provided after the initial consultation and 30 days later. Questionnaires assessed patient experience, outcomes and perceived safety (PCOQ and PREOS-PC), quality of life (EQ-5D-5L) and health care use. Of 715 participants recruited, 489 completed the 30-day questionnaire. We found no evidence that PGP-consultations resulted in greater improvement/deterioration in patient-reported health and wellbeing; confidence in health provision; health knowledge; or confidence in the health plan over the 30-day period. However, the PGP group reported lower confidence in health provision, poorer perceptions of practice engagement in safety promotion and more communication problems with staff immediately after the initial consultation. Patients receiving PGP-consultations reported fewer GP appointments during the 30-day period, however savings to the NHS were offset by higher use of other healthcare professionals. Well-designed training and supervision are needed to ensure PGPs have the right knowledge and can clearly convey health care plans to patients. While PGPs may reduce GP workload pressure, they do not necessarily reduce NHS costs.

A qualitative study on the current status and problems of pharmacists in home healthcare from the viewpoint of care managers in medically underpopulated areas in Japan

BackgroundUnlike in urban areas, community healthcare in medically underpopulated areas in Japan is constantly challenged because of the uncertainty in effectively using the limited resources. However, no study has focused on human resources or identified the actual state of pharmacists’ support in the community. Therefore, our study identified the actual status and problems of pharmacists involved in home medical care in medically underpopulated areas and discussed the roles required of pharmacists and specific methods of support.MethodsThe content of semi-structured interviews with care managers involved in home healthcare in Misugi town, Tsu City, between November 10, 2023 and March 13, 2024, was analyzed qualitatively using the grounded theory approach.ResultsFive care managers participated in the study. Semi-structured interviews on the actual situation and challenges faced by pharmacists indicated that the following roles were required for pharmacists: as in other regions, it was observed that elderly people with dementia and those living alone managed their medicines, adjusted leftover medicines, collaborated with other professions, bridged with physicians, checked medication status through frequent visits, and adhered to internal medication regimens. Issues related to the characteristics of depopulated areas were identified including human resources, limitations of healthcare resources, economic burden, limits on the number of visits by pharmacists. As a characteristic of communities with no pharmacies and only in-hospital prescribing, pharmacists were expected by care managers to manage the problems caused by in-hospital prescribing.ConclusionsOur findings suggest that pharmacists should ensure the number of visits and collaborate with attending physicians, visiting nurses, and care managers to conduct drug management for patients with dementia and older adults living alone. Community healthcare specialists and those involved in the healthcare planning system can also utilize these findings while planning home healthcare to those who live in medically underpopulated areas in Japan.

Improving Collaborative Management of Multiple Mental and Physical Health Conditions: A Qualitative Inquiry into Designing Technology-Enabled Services for Eliciting Patients' Values

People with multiple chronic conditions (MCC) face challenges planning health care collaboratively with primary care clinicians, particularly when their priorities conflict. These challenges intensify with symptoms of anxiety or depression. Elicitation of patients' values is promoted as a means to aligning patient and clinician priorities in primary care, and as a component of psychotherapy for anxiety and depression. But, these approaches remain siloed. We conducted a qualitative interview study to understand patients' preferences for Technology Enabled Services (TESs) to coordinate values elicitation across primary and mental health care settings. Many participants preferred face-to-face elicitation by a mental health clinician; some preferred elicitation via telehealth and some preferred self-directed elicitation. Participants' preferences were influenced by: 1) how they perceived the rationale and benefits of values elicitation; 2) how they perceived the training and credibility of people facilitating elicitation; and 3) how they perceived their own capacity to engage in values elicitation. Participants also shared numerous concerns about values elicitation that warrant critical examination of TESs to support it.

Prevalence of oral submucous fibrosis across diverse populations: a systematic review and meta-analysis.

The aim is to offer a comprehensive overview of oral submucous fibrosis (OSF) prevalence and explore its epidemiological characteristics across various demographic groups and geographical locations, thereby helping the formulation of public health management policies. Studies reporting OSF prevalence were identified from electronic databases including the Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE via PubMed, EMBASE via OVID, and Web of Science. Pooled prevalence and quality assessment using the New-Ottawa Scale were conducted. Two reviewers screened and selected records, assessed quality, and independently extracted data. This systematic review and meta-analysis followed the PRISMA guidelines and was registered on PROSPERO (CRD42024532975). Sixty-three studies, encompassing 11,434 cases in a total population of 769,860, reported OSF prevalence. The majority of studies (forty-one) were from India. The pooled prevalence of OSF across all populations was 3.0% (95% CI [2.8-3.2]%). In non-risk populations, risk populations, and consecutive dental patients, the pooled prevalence stood at 2.4% (95% CI [2.1-2.6]%), 4.5% (95% CI 3.5-5.6%), and 5.6% (95% CI [3.8-7.5]%), respectively. Subgroup analysis by age, sex, and geographical region revealed higher prevalence rates among those aged 50 and above (4.2%, 95% CI [3.0-5.4]%), males (3.3%, 95% CI [2.9-3.7]%), and in India (4.0%, 95% CI [3.7-4.3]%). As the exposure to risk factors exceeded 50% in the surveyed population, the prevalence of OSF notably increased. Most studies met satisfactory quality standards. Our research findings reveal a comprehensive prevalence of OSF across all populations at 3.0% (95% CI [2.8-3.2]%). And, existing evidence indicates a relatively low prevalence of OSF associated with tobacco, alcohol, and Areca (betel) nut use. However, further large-scale studies are recommended to validate these findings. Understanding the prevalence and distribution patterns of OSF may assist in healthcare intervention planning and alleviate the oral cancer burden associated with OSF.

Evaluating Dentists' Understanding of Dry Mouth Management: An International Cross-Sectional Study.

Studying dentists' knowledge of dry mouth management is crucial for effective diagnosis and treatment, improving patient outcomes and oral health. This study aimed to evaluate their knowledge and awareness of dry mouth and its predictors. A pre-validated online survey was administered to a convenience sample of dentists across six countries. The questionnaire evaluated knowledge in various domains, including predisposing factors, diagnosis, clinical signs and symptoms, and management of dry mouth. A total of 884 dentists participated. Knowledge and awareness of dry mouth management varied significantly between countries (p < 0.05). Overall, 34.3% of participants demonstrated good knowledge, while 53.7% had moderate knowledge. Regarding management awareness, 55.4% had good awareness and 35.5% had moderate awareness. A majority (69.2%) showed good knowledge of common signs, symptoms, and consequences of dry mouth. Significant predictors of better knowledge and awareness included the country of practice and attendance at continuing education courses on dry mouth. The findings suggest that dentists in the surveyed countries require improved education on dry mouth and its management. Dental educators and healthcare planners can use this data to design targeted continuing education activities to enhance knowledge and awareness of dry mouth.

Nanofluidic Lab-On-A-Chip Systems for Biosensing in Healthcare.

Biosensing plays a vital role in healthcare monitoring, disease detection, and treatment planning. In recent years, nanofluidic technology has been increasingly explored to be developed into lab-on-a-chip biosensing systems. Given now the possibility of fabricating geometrically defined nanometric channels that are commensurate with the size of many biomolecules, nanofluidic-based devices are likely to become a key technology for the analysis of various clinical biomarkers, including DNA (deoxyribonucleic acid) and proteins in liquid biopsies. This review summarizes the fundamentals and technological advances of nanofluidics from the purview of single-molecule analysis, detection of low-abundance molecules, and single-cell analysis at the subcellular level. The extreme confinement and dominant surface charge effects in nanochannels provide unique advantages to nanofluidic devices for the manipulation and transport of target biomarkers. When coupled to a microfluidic network to facilitate sample introduction, integrated micro-nanofluidic biosensing devices are proving to be more sensitive and specific in molecular analysis compared to conventional assays in many cases. Based on recent progress in nanofluidics and current clinical trends, the review concludes with a discussion of near-term challenges and future directions for the development of nanofluidic-based biosensing systems toward enabling a new wave of lab-on-a-chip technology for personalized and preventive medicine.

Quantitative biomechanical analysis in validating a video-based model to remotely assess physical frailty: a potential solution to telehealth and globalized remote-patient monitoring.

Assessing physical frailty (PF) is vital for early risk detection, tailored interventions, preventive care, and efficient healthcare planning. However, traditional PF assessments are often impractical, requiring clinic visits and significant resources. We introduce a video-based frailty meter (vFM) that utilizes machine learning (ML) to assess PF indicators from a 20s exercise, facilitating remote and efficient healthcare planning. This study validates the vFM against a sensor-based frailty meter (sFM) through elbow flexion and extension exercises recorded via webcam and video conferencing app. We developed the vFM using Google's MediaPipe ML model to track elbow motion during a 20s elbow flexion and extension exercise, recorded via a standard webcam. To validate vFM, 65 participants aged 20-85 performed the exercise under single-task and dual-task conditions, the latter including counting backward from a random two-digit number. We analyzed elbow angular velocity to extract frailty indicators-slowness, weakness, rigidity, exhaustion, and unsteadiness-and compared these with sFM results using intraclass correlation coefficient analysis and Bland-Altman plots. The vFM results demonstrated high precision (0.00-7.14%) and low bias (0.00-0.09%), showing excellent agreement with sFM outcomes (ICC(2,1): 0.973-0.999), unaffected by clothing color or environmental factors. The vFM offers a quick, accurate method for remote PF assessment, surpassing previous video-based frailty assessments in accuracy and environmental robustness, particularly in estimating elbow motion as a surrogate for the 'rigidity' phenotype. This innovation simplifies PF assessments for telehealth applications, promising advancements in preventive care and healthcare planning without the need for sensors or specialized infrastructure.

Dünn in der Fläche? Regionale Disparitäten in der Hospiz- und Palliativversorgung in Deutschland

IntroductionOutpatient and inpatient hospice and palliative care services have been significantly expanded in Germany in recent decades and are increasingly being supplemented by day care services. However, the availability of these services varies greatly from region to region. The extent to which the availability of these care structures is matched by a regional need based on local population structures is as yet unknown. MethodsIn four Poisson regression models, the relationship between population indicators from the areas of demographics, employment, income, education and health and the number of offers of outpatient and inpatient hospice work and palliative care is exploratively examined. The cumulated data at district level is drawn from the INKAR database of the Federal Institute for Research on Building, Urban Affairs and Spatial Development on living conditions in Germany and from the guide of the German Association for Palliative Medicine. By means of logistic regression, factors influencing the establishment of day care services will also be identified. ResultsThe analysis included 401 districts and cities in Germany. The number of inhabitants, settlement density, and the average age of inhabitants are the strongest predictors of the number of palliative care services. In metropolitan regions, both outpatient palliative care services and palliative care units tend to be more frequently available, while the number of outpatient hospice services and inpatient hospices increases in districts with a higher number of inhabitants regardless of settlement density. The regression model was unable to demonstrate a significant influence on the emergence of semi-inpatient care facilities, neither for the population indicators nor for the existing care structures. DiscussionRegional population structures can only partially explain the geographically uneven distribution of hospice and palliative care services in districts and cities in Germany. Despite an increase in hospice and palliative care services, fewer hospice and palliative care structures are available in low population density regions that tend to have a higher share of older inhabitants. ConclusionFuture health care planning should give more consideration to other population characteristics than to population size alone in order to improve care in regions with higher care needs that are, for example, due to a higher proportion of older residents. Subsequent studies should investigate which population characteristics can best describe the actual care needs.

Male partners’ involvement in antenatal care and its associated factors in West-central Ethiopia

BackgroundMale partner involvement in antenatal care is a key factor that cannot be ignored in the quest for improvement in maternal health and is recommended as an essential intervention to improve maternal and neonatal health outcomes. However, little attention has been given to male partners’ involvement in maternity care, particularly in developing countries.ObjectiveThis study aimed to assess male partners’ involvement in antenatal care and its associated factors among male partners whose wives gave birth within the last one-year in Bichena town, Westcentral, Ethiopia, 2019.MethodsA community-based cross-sectional study design was conducted from October 1/2018 to June 15/2019, in Bichena town, among 406 male partners. The data was collected by a simple random sampling technique and analyzed using the Statistical Package of the Social Science 23.0 version. Bivariate and multivariable logistic regression analyses were employed to estimate the crude and adjusted odds ratio with a confidence interval of 95% and a P-value of < 0.05 considered statistically significant.ResultsIn this study, 53.4% [95% CI: 48.3- 58.1%] of male partners had high involvement in antenatal care. The age group of 20–29 years [AOR = 2.14, 95% CI = 1.04–4.38], having primary, secondary, and diploma and above educational level [AOR = 2.04, 95% CI = 1.02–4.07], [AOR = 3.02, 95% CI = 1.49–6.11] and [AOR = 4.03, 95% CI = 2.06–7.89] respectively, ≤ 10 years marriage length [AOR = 2.92, 95% CI = 1.46–5.87], good knowledge of the services provided in antenatal care [AOR = 2.68, 95%, CI = 1.62–4.42], good awareness of the danger signs of pregnancy [AOR = 1.77, 95 CI = 1.10–2.85], favorable attitude towards antenatal care [AOR = 2.62, 95% CI = 1.64–4.19], travel less than 15 min to reach a nearby health facility [AOR = 3.43, 95% CI = 1.54–7.65] and making decision together to seek care in health facility [AOR = 2.44, 95% CI = 1.19–5.03] were associated with male partners involvement in antenatal care.ConclusionsMale partners' involvement in antenatal care was encouraging in the study area compared to previous studies done in Ethiopia. We suggest strengthening awareness among male partners about their shared responsibility during pregnancy. Male partners should be invited to attend the antenatal care. Policymakers and healthcare planners should design programs and plans that will encourage male partners’ involvement in maternal healthcare services utilization.

Gig Workers: A Comprehensive Analysis of the Rise, Challenges, and Future of the Gig Economy

The gig economy, defined by temporary contracts, freelance employment, and independent contracting, has seen substantial growth in the global labour market during the last twenty years. Gig workers function independently of conventional full-time employment, enjoying flexibility but sometimes missing access to benefits like job security, healthcare, and retirement plans. This study examines the evolution of the gig economy, analysing the many forms of gig employment, its catalysts, the influence of technology, and its consequences for both workers and employers. The analysis will address the issues encountered by gig workers, such as economic volatility, insufficient legal safeguards, and the ambiguity of employer-employee dynamics. The study will analyse worldwide reactions, regulatory patterns, and the future direction of gig employment considering governmental changes and technology improvements.

Forecasting Daily Radiotherapy Patient Volumes in a Tertiary Hospital Using Autoregressive Integrated Moving Average (ARIMA) Models.

The purpose is to predict the volume of patients treated daily with radiotherapy using the autoregressive integrated moving average (ARIMA) model. In this retrospective study, data from the billing records detailing daily radiotherapy treatment sessions were extracted from the Hospital Information System and analyzed. The study included all patients treated from January 2004 to December 2022. The analysis was divided into two parts: First, the data were summarized using descriptive statistics. Second, time series forecasting with the implementation of an ARIMA model for estimating patient volumes. For the ARIMA modeling process, the Akaike Information Criterion (AIC) was used for classical model optimization. The Mean Absolute Percentage Error (MAPE) was used for evaluating between different models. Residual analysis was performed in each model using the Ljung-Box test, Jarque-Bera test, and heteroskedasticity test to identify autocorrelation, normal distribution, and variances that could undermine the reliability of the model. A total of 895,808 radiotherapy sessions were included in the study. The median number of radiotherapy sessions per day was 181 (150, 205). A clear transition to more modern radiotherapy equipment, particularly the Truebeam accelerator, was observed, indicating a growing dependency on advanced techniques such as volumetric-modulated arc therapy (VMAT), stereotactic body radiation therapy (SBRT), and stereotactic radiosurgery (SRS). The best ARIMA model predicted an increase in demand, projecting an average daily patient volume of 279.40 by 2030. The study highlights the need for advanced forecasting methodologies in healthcare resource planning and emphasizes the importance of considering environmental and external factors for effective and accurate resource allocation strategies.

Individualized Healthcare Plans: A School Nurse Primer.

According to the 2017 U.S. Census, 74.3 million children younger than 18 years of age live in the United States. Of this group, 14.6 million children and adolescents have special health care needs or a chronic illness. Students who attend school with complex health conditions, including mental and physical diagnoses, require comprehensive planning by a professional school nurse. School nurses should write an individualized healthcare plan (IHP) for these students. An IHP is written by the school nurse in collaboration with the parent/guardians, student, and health care providers. This plan serves as a tool to guide health care for a student throughout the school day and in mandated school-sponsored events.

Sex-related differences in vitamin D testing in the Veneto Region, Italy: a retrospective analysis from 2005 to 2016

SummaryA retrospective analysis was performed to evaluate the frequency of vitamin D blood testing in individuals from the Padua province, Veneto, Italy from 2005 to 2016. A significant increase in the frequency of vitamin D blood tests, particularly in females was observed and in individuals with severe vitamin D deficiency (Class I).PurposeVitamin D deficiency has been linked to negative health outcomes that extend beyond bone-related conditions. The frequency of vitamin D blood testing in residents from the Padua province, (Veneto, Italy) from 2005 to 2016 was evaluated.MethodsData were retrospectively retrieved from blood test databases (Laboratory Medicine Unit, Padua University Hospital) and information on number of vitamin D blood tests performed on residents from 2005 to 2016 was collected. Data were stratified by sex and ten birth cohorts from 1901 to 2016. Blood tests were classified into five vitamin D classes: I < 50 nmol/L, II 50–74.9 nmol/L, III 75–149 nmol/L, IV 150–250 nmol/L, and V > 250–1000 nmol/L. Blood test trends were analyzed as blood test rate and vitamin D class rate/resident population. Population analysis was analyzed by incidence rates and stratified by vitamin D class.Results293,013 vitamin D blood tests were conducted between 2005 and 2016 across 10 birth cohorts. Females accounted for 75% of tests and fewer were conducted in the youngest and oldest birth cohorts. Sex differences in vitamin D blood test frequency were observed; adjusted rates ranging from 1.7 to 35.6% for males and 8 to 81% for females from 2005 to 2016. Crude incidence rates (per 1000 from 2005 to 2016) varied from 1.5 to 10.8‰ for males and 7 to 19.4‰ for females. Crude blood test rates for vitamin D deficiency (Class I) increased from 1.1 to 9.9‰ in 2016 for males and 5 to 17.3‰ for females. Crude incidence rates (from 2005 to 2016) for Class I were 9.7–57.1‰ in males and 43.6–92.4‰ in females.ConclusionsThese findings highlight sex-related differences in vitamin D testing, providing valuable insight for healthcare planning.

Management of Fracture-Related Infection in Conflict Zones: Lessons Learned from Medical Missions to Gaza

Background/Objectives: Fracture-related infections (FRIs) are a significant complication in conflict zones, where limited resources and damaged infrastructure complicate orthopedic care. Methods: This study retrospectively reviews the management of FRIs during medical missions to Gaza from April to July 2024. Results: Among 135 patients treated for war-related fractures, 30% were identified with suspected FRIs, which were primarily following explosive injuries. Contributing factors to the high incidence of infection included malnutrition, poor sanitation, and the scarcity of sterile surgical supplies. The absence of standard infection control measures further complicated treatment. Conclusions: These findings highlight the critical need for a comprehensive approach that incorporates infection prevention, sustainable healthcare planning, and quality assurance tailored to the realities of conflict zones. The study underscores the importance of international support to ensure the availability of essential medical supplies and to develop effective, context-specific strategies for infection management. By applying these insights, healthcare providers can improve patient outcomes and reduce the burden of FRIs in resource-limited settings affected by conflict.

A Qualitative Study of Patient and Interprofessional Healthcare Team Member Experiences of Bedside Interdisciplinary Rounds at a VA: Language, Teamwork, and Trust.

Patient and interprofessional healthcare team member experiences of bedside interdisciplinary rounds (BIDR) are generally positive. Overall, there is large heterogeneity in existingBIDR frameworks, and best practices have not been defined. Understand patients' and interprofessional healthcare team members' experiences of BIDR. Academic VA Medical Center (VAMC) with daily structured BIDR. Inpatients, nurses, pharmacists, and care coordinators who participated in BIDR. We conducted semi-structured qualitative interviews with study participants about their experiences with BIDR between January and June 2020. All interviews were recorded and professionally transcribed. We used thematic analysis to identify key themes. We interviewed 14 inpatients and 18 interprofessional healthcare team members, including nurses, pharmacists, and care coordinators. Patients participating in BIDR reported positive perceptions of being included in the discussion of their healthcare plans and increased trust in providers; patient discomfort resulted from physician use of technical language and frombeing presented with unclear, vague careplans. Interdisciplinary healthcare team members participating in BIDR reported an increased understanding, respect, and trust for other team members and improved patient care; challenges were posed by lack of supportive structural elements to interprofessional workflow and prolonged physician presentations. BIDR can build trust between patients andhealthcare providers and within the interprofessional team by creating a setting where teamwork interactions can be observed. Based on our findings, we recommend trust-building practices for BIDR, which include sharing BIDR goals with patients, using patient-centered language, creating structures for interprofessional inclusion, defining team roles, using standardized communication, and addressing interprofessional inputs in real time.

The Investigation of Machine Learning and Deep Learning Classification of Internet of Things (IoT) Enabled Medical Devices

The present cross-sectional, quantitative study investigates the classification capabilities of ML and DL in processing data from IoT-enabled medical devices: heart rate variability (HRV), blood pressure, blood glucose levels, and physical activity in patients with diabetes and cardiovascular diseases. Eight patients from AIIMS, New Delhi participated in this study. In the current investigation, two types of measurements are taken into consideration: cardiovascular measures and diabetes management metrics, which include BMI, blood pressure, blood glucose, physical activity, and HRV. The outcomes showed a positive association with blood glucose level and age (0.55), negative correlation between blood glucose and physical activity (-0.68), which had significant significance towards exercising importance in diabetes management. Blood glucose correlated moderately favorably with BMI with 0.45, while age and BMI correlated at 0.32. These results show how ML and DL techniques can improve the interpretation of complex health parameters from IoT-enabled devices to better manage patients and develop specific healthcare plans in chronic diseases.