Preventive Health Research Articles

Oral health among refugees and asylum seekers utilizing Médecins du Monde clinics in mainland Greece, 2016–2017

BackgroundThe oral health of refugees and asylum seekers is understudied. However, oral health has important implications for overall health and wellbeing. This study addresses this gap by characterizing oral health care utilization in Médecins du Monde (MdM) clinics across mainland Greece from 2016 – 2017.MethodsA retrospective cross-sectional study design was used to estimate proportional morbidities for caries, extraction, developmental, periodontal disease, preventive, and other oral health outcomes. The association between physical health conditions and consultations of interest – upper respiratory tract infections (URTIs) and reproductive health consultations – and oral health were compared using odds ratios (OR) and 95% confidence intervals (CIs). Oral health outcomes between Afghans and Syrians were compared using odds ratios and 95% CIs.ResultsCaries (39.44%) and extractions (28.99%) were highly prevalent in our study population. The utilization of preventive dental consultations (37.10%) was high, particularly among males. Individuals with at least one upper respiratory tract infection (OR = 1.52; 95% CI: 1.30 – 1.77; Or = 1.90; 95% CI: 1.53 – 2.36) and women and girls with reproductive health consultations (OR = 1.30; 95% CI: 1.03 – 1.66; OR = 2.03; 95% CI: 1.49 – 2.76) were more likely to have any dental or caries specific consultations. The observed patterns in oral health needs differed between Afghans and Syrians, with Afghans more likely to have preventive screenings and less likely to have caries, extractions, or other conditions.ConclusionsDisplaced populations utilizing MdM dental clinics had high levels of oral health needs, particularly for caries and extractions. The connection between oral and overall health was seen in the study population, and these findings reinforce the public health importance of oral health for improving health and wellbeing of displaced populations. Evidence-informed policy, practice, and programming inclusive of oral health are needed to address both oral and overall health of refugees and asylum seekers in Greece. Future research should investigate not only oral health care needs but also knowledge and beliefs that inform utilization patterns among displaced populations.

Large language multimodal models for new-onset type 2 diabetes prediction using five-year cohort electronic health records

Type 2 diabetes mellitus (T2DM) is a prevalent health challenge faced by countries worldwide. In this study, we propose a novel large language multimodal models (LLMMs) framework incorporating multimodal data from clinical notes and laboratory results for diabetes risk prediction. We collected five years of electronic health records (EHRs) dating from 2017 to 2021 from a Taiwan hospital database. This dataset included 1,420,596 clinical notes, 387,392 laboratory results, and more than 1505 laboratory test items. Our method combined a text embedding encoder and multi-head attention layer to learn laboratory values, and utilized a deep neural network (DNN) module to merge blood features with chronic disease semantics into a latent space. In our experiments, we observed that integrating clinical notes with predictions based on textual laboratory values significantly enhanced the predictive capability of the unimodal model in the early detection of T2DM. Moreover, we achieved an area greater than 0.70 under the receiver operating characteristic curve (AUC) for new-onset T2DM prediction, demonstrating the effectiveness of leveraging textual laboratory data for training and inference in LLMs and improving the accuracy of new-onset diabetes prediction.

Towards an Evidence-Based Critical Incidents and Suicides Response Program in Australian Construction

Fatal and non-fatal accidents and suicides at work pose a substantial threat to workers’ physical and psychological safety, particularly within the construction industry. Managing these incidents is an essential component of workplace health and safety (WHS). Additionally, a formal program to support workers and provide feedback to improve the existing WHS management system is increasingly important. However, knowledge of the factors contributing to an effective critical incident (CI) or postvention response is limited by the lack of published evidence-based interventions, especially for occupations and industries that are exposed to higher rates of fatal and non-fatal injuries due to accidents and suicides. In addition, broader concerns surrounding the effectiveness of conventional critical incident programs highlight the need to develop innovative and evidence-based critical intervention and postvention responses addressing acute stress symptoms arising from exposure. This research outlines the development of the MATES Respond Training Program, a component of the WHO-endorsed MATES in Construction program, which is a charity charged with the task of improving mental health and suicide prevention in the construction industry in Australia and New Zealand. Development of the MATES Respond Training Program was informed by the following three key sources: a rapid literature review, interviews with 11 workers trained in peer support suicide prevention interventions, and an analysis of site notes on 193 critical incident and postvention construction site attendances by MATES in Construction field officers, case managers and social workers. Insights and recommendations obtained from these sources, along with the resulting program, are discussed in this paper.

O PAPEL DO AGENTE COMUNITÁRIO DE SAÚDE NA MELHORIA DOS DADOS EPIDEMIOLÓGICOS COMO REDUÇÃO DE ÓBITOS SENSÍVEIS À ATENÇÃO BÁSICA

Introduction: The Community Health Agent (CHA) is responsible for working in the prevention and promotion of health by informing the Family Health Strategy (FHS) team of the population’s needs. Objective: To analyze the responsibilities of CHAs in the care of patients with certain conditions sensitive to primary healthcare, such as Diabetes Mellitus (DM), hypertension (HTN), and acute myocardial infarction (AMI) in the municipality of São João Del Rei/MG (SJDR) in the year 2020. Methodology: A quantitative study was conducted using data from the Department of Informatics of the Unified Health System (DATASUS), gathering the number of deaths from certain preventable causes due to the performance of Primary Health Care (PHC), alongside a literature review. Results: The municipality of SJDR reported deaths from causes sensitive to PHC interventions, such as DM, HTN, and AMI in 2020. When compared to the state of Minas Gerais, the municipality had nearly twice the number of deaths from HTN and AMI, highlighting the need for patient engagement with PHC, as the high mortality rates from these causes negatively impacted the state’s data. Conclusion: It is concluded that the municipality of SJDR had higher mortality rates from DM, HTN, and AMI compared to the state of Minas Gerais in 2020. These data suggest the need for more effective and targeted interventions to prevent the worsening of these conditions, with the role of CHAs becoming crucial in this contexto.

The Case for the Role of Primary Care in Patient Blood Management.

Patient blood management (PBM) is a patient-centered evidence-based strategy designed to preserve a patient's own blood and improve health outcomes. The effectiveness of PBM programs is now well-established globally within tertiary and secondary sectors, with demonstrable outcome benefits and cost savings. However, the role of primary care and the general practitioner in PBM is poorly understood. Yet the essential attributes of primary care, including access, continuity, coordination, and comprehensiveness, align well with PBM principles, enabling general practitioners to provide personalized holistic management of anemia for the community. The skill set of general practitioners in integrating and continuing care through the transition period after hospitalization is especially important. General practitioners are well-suited to the roles of health promotion and prevention, and have the potential to deliver substantial population health benefits. Given the public health imperative of this condition, it is vital that policy-makers appropriately support the role of general practitioners with financing, education, and resources for PBM in primary care.

A Grant Report: Examining the Efficacy of Remote Photobiomodulation Therapy in Adolescents with Major Depressive Disorder

Major depressive disorder (MDD) is a prevalent mental health condition affecting a significant portion of the population worldwide. This condition can impact individuals of all ages, including adolescents, leading to an impact on various aspects of their lives. Adolescence is a crucial phase of human development, characterized by several neurobiological changes. The onset of MDD during this period can result in damage not only to teenagers but also might have long-lasting implications for their future as adults. Notably, the onset of MDD in adolescents is often associated with various biomarkers, such as increased levels of inflammatory cytokines (e.g., IL-6, TNF-α), oxidative stress markers, and alterations in neurotransmitter levels, indicating a complex interplay of biological factors. Therefore, early intervention is essential for addressing MDD during this phase. Photobiomodulation therapy (PBMT) emerges as an innovative and promising approach that utilizes light, especially in the near-infrared (NIR) and red spectra, to trigger biological and therapeutic effects. Notably, targeting the skull and abdomen with PBMT might explore the bidirectional communication between the intestinal system and the central nervous system in a remote and/or systemic way. In this context, we present the rationale and design of an ongoing study aiming to assess the efficacy of PBMT on depressive symptoms and biomarkers associated with oxidative stress and mitochondrial function in adolescents with MDD.

Extortion experiences of recent adult immigrants from Latin America: self-reported prevalence, associated costs, and current mental health

Violence across Latin America is an increasingly important factor influencing migration to the US. A particular form of violence that is experienced by many Latinx migrants is extortion. This research analyzes the extortion experiences of Latinx immigrant adults arriving at the US southern border and the impact these experiences have on mental health. We find that on average, participants paid $804 in extortion during their migration. The most common perpetrators of extortion in our study were police followed by immigration officials throughout Latin America. Pregnant participants were less likely to experience extortion and adults traveling with children were more likely to be extorted. Participants who were extorted for money reported significantly greater severity of post-traumatic stress disorder (PTSD) symptoms compared to those who were not extorted. This research is the first of its kind to analyze extortion experiences among Latinx immigrants to the US, quantifying the prevalence, amounts paid, countries where extortion occurs, and perpetrators of extortion. In addition, extortion experiences are associated with negative effects on the mental health of newly arrived Latinx immigrants to the US. Based upon these findings, we recommend that extortion should be considered a significant stressor in the migrant experience, particularly for those adults traveling with children.

Relationship Between Academic Stress and Eating Habits Among University of Sharjah Medical Students

Background: The most prevalent mental health condition among medical students is academic stress. Eating is a frequent way for many people to cope with stress or bad emotions; this behavior may be regarded as maladaptive coping. Furthermore, there appears to be some contradicting evidence about the link between eating habits and academic stress. This study sought to determine how academic stress affected University of Sharjah (UOS) medical students' eating habits and what role it played. Methods: A convenience sample cross-sectional study was utilized to choose UOS undergraduate English-speaking medical students. In order to keep the margin of error at 5%, a minimum sample size of 350 students was required. Eating and psychiatric issues precluded enrollment. For this investigation, a self-administered questionnaire was created. The data was analyzed using SPSS v28. Results: A total of 388 students were included. 52.1% of students were aged 20-22, 67% were females. Females experience higher stress tending to eat more compared to males. Higher stress was seen among College of Medicine and foundation year students wh ereas year 4 reported the least. 60.8% of stressed students reported decreased dietary intake, 33% had increased intake and 6.2% had no change in comparison to the scope of the research. Conclusion: The study concluded that stress levels vary among students based on academic factors. Stress is linked to dietary habits, with stressed students more likely to report decreased food intake. The findings emphasize the necessity of implementing awareness campaigns and stress management initiatives in educational institutions.

Health status, functioning and risk profiles for secondary health conditions in adolescents and young adults with spina bifida: a cross-sectional study at time of transition.

The transition from paediatric to adult medical care is a critical period for adolescents with spina bifida, often marked by deteriorating health and functional status. To describe the health status and functioning of individuals with spina bifida at the time of transition from paediatric to adult care and to identify risk profiles for potentially modifiable secondary health conditions (urinary tract infections, pressure injuries, respiratory problems and obesity). Descriptive study of data (derived from medical records) from all adolescents and young adults with spina bifida aged 15-25 years who were referred to a single specialised spinal cord injury centre as part of the transition programme during the period from 1 September 2015 to 31 May 2022. Descriptive statistics were used to describe the study population and to analyse the frequency and co-occurrence of congenital and acquired secondary health conditions. The equality of proportions test was used to test the prevalence of secondary health conditions based on important personal and clinical characteristics. We included 43 adolescents with spina bifida with a mean age of 18.4 years (SD 2.5); in 63% of them the neurological level was lumbar, and around 50% of them were wheelchair-dependent. The median Spinal Cord Injury Measure (SCIM) III score was 72 (IQR 61-89). The mean number of secondary health conditions at time of transition was 8.8. The most prevalent secondary health conditions were lower urinary tract dysfunction, bowel dysfunction, sexual dysfunction and contractures. Respiratory problems were more prevalent in females and in individuals with lower SCIM III scores, whereas no differences were observed in the prevalence of other modifiable secondary health conditions. Clustering of secondary health conditions was mainly seen for urinary tract infection + pressure injury and for urinary tract infection + pressure injury + obesity. The prevalence of secondary health conditions among individuals with spina bifida at time of transition is alarmingly high and functional profiles underscore the need for supporting adolescents and young adults with daily medical issues. The study highlights the critical role of transition programmes and interdisciplinary follow-up care in preventing health problems and improving functioning and independence in everyday life.

The Promise and Challenges of Integrating Biological and Prevention Sciences: A Community-Engaged Model for the Next Generation of Translational Research.

Beginning with the successful sequencing of the human genome two decades ago, the possibility of developing personalized health interventions based on one's biology has captured the imagination of researchers, medical providers, and individuals seeking health care services. However, the application of a personalized medicine approach to emotional and behavioral health has lagged behind the development of personalized approaches for physical health conditions. There is potential value in developing improved methods for integrating biological science with prevention science to identify risk and protective mechanisms that have biological underpinnings, and then applying that knowledge to inform prevention and intervention services for emotional and behavioral health. This report represents the work of a task force appointed by the Board of the Society for Prevention Research to explore challenges and recommendations for the integration of biological and prevention sciences. We present the state of the science and barriers to progress in integrating the two approaches, followed by recommended strategies that would promote the responsible integration of biological and prevention sciences. Recommendations are grounded in Community-Based Participatory Research approaches, with the goal of centering equity in future research aimed at integrating the two disciplines to ultimately improve the well-being of those who have disproportionately experienced or are at risk for experiencing emotional and behavioral problems.

Insufficient Awareness Regarding Anemia Prevention during Pregnancy among Expectant Women in Uganda

Anemia during pregnancy is a significant public health issue in Uganda, affecting 30-50% of expectant mothers, with detrimental consequences for both maternal and fetal health. This condition, characterized by low hemoglobin levels, increases the risks of preterm birth, low birth weight, and maternal mortality. Despite its prevalence, there is insufficient awareness regarding anemia prevention among pregnant women in Uganda. Contributing factors include poor nutrition, chronic infections, lack of access to healthcare, and cultural beliefs that hinder dietary practices. This review explores the types, causes, and consequences of anemia during pregnancy, as well as existing prevention strategies, such as iron and folic acid supplementation, malaria prevention, and community health initiatives. It also highlights the barriers to awareness, including educational, socioeconomic, and healthcare access challenges, and offers recommendations for improving awareness, prevention, and healthcare access. Strengthening education campaigns, leveraging community health workers, and enhancing healthcare infrastructure are vital for reducing the burden of anemia in pregnancy and improving maternal and child health outcomes. Keywords: Anemia, pregnancy, Uganda, iron deficiency, maternal health, prevention strategies, public health.

Neurological Symptoms and Cause of Death Among Young Children in Low- and Middle-Income Countries

The emergence of acute neurological symptoms in children necessitates immediate intervention. Although low- and middle-income countries (LMICs) bear the highest burden of neurological diseases, there is a scarcity of diagnostic and therapeutic resources. Therefore, current understanding of the etiology of neurological emergencies in LMICs relies mainly on clinical diagnoses and verbal autopsies. To characterize the association of premortem neurological symptoms and their management with postmortem-confirmed cause of death among children aged younger than 5 years in LMICs and to identify current gaps and improve strategies to enhance child survival. This cross-sectional study was conducted between December 3, 2016, and July 22, 2022, at the 7 participating sites in the Child Health and Mortality Prevention Surveillance (CHAMPS) network (Bangladesh, Ethiopia, Kenya, Mali, Mozambique, Sierra Leone, and South Africa). Minimally invasive tissue sampling was performed at the CHAMPS sites with specimens from deceased children aged younger than 5 years. This study included deceased children who underwent a premortem neurological evaluation and had a postmortem-confirmed cause of death. Data analysis was performed between July 22, 2022, and January 15, 2023. Descriptive analysis was performed using neurological evaluations from premortem clinical records and from postmortem determination of cause of death (based on histopathology, microbiological testing, clinical records, and verbal autopsies). Of the 2127 deaths of children codified during the study period, 1330 (62.5%) had neurological evaluations recorded and were included in this analysis. The 1330 children had a median age of 11 (IQR, 2-324) days; 745 (56.0%) were male and 727 (54.7%) presented with neurological symptoms during illness before death. The most common postmortem-confirmed neurological diagnoses related to death were hypoxic events (308 [23.2%]), meningoencephalitis (135 [10.2%]), and cerebral malaria (68 [5.1%]). There were 12 neonates with overlapping hypoxic events and meningoencephalitis, but there were no patients with overlapping meningoencephalitis and cerebral malaria. Neurological symptoms were similar among diagnoses, and no combination of symptoms was accurate in differentiating them without complementary tools. However, only 25 children (18.5%) with meningitis had a lumbar puncture performed before death. Nearly 90% of deaths (442 of 511 [86.5%]) with neurological diagnoses in the chain of events leading to death were considered preventable. In this cross-sectional study of children aged younger than 5 years, neurological symptoms were frequent before death. However, clinical phenotypes were insufficient to differentiate the most common underlying neurological diagnoses. The low rate of lumbar punctures performed was especially worrying, suggesting a challenge in quality of care of children presenting with neurological symptoms. Improved diagnostic management of neurological emergencies is necessary to ultimately reduce mortality in this vulnerable population.

Components of Iron Deficiency Anemia: Understanding Pathophysiology, Diagnosis, and Management

Iron deficiency anemia (IDA) is a prevalent global health concern, marked by a significant reduction in iron levels, leading to diminished hemoglobin production and compromised oxygen transport. This condition disproportionately affects vulnerable populations, including women of reproductive age, infants, and individuals in low-resource settings, resulting in a multitude of health complications. The pathophysiology of IDA involves complex interactions between dietary iron intake, increased physiological demands, chronic blood loss, and malabsorption syndromes. Clinically, IDA manifests through symptoms such as fatigue, pallor, and cognitive impairments, necessitating a thorough diagnostic approach that includes complete blood counts, iron studies, and reticulocyte counts. Effective management strategies encompass dietary modifications, iron supplementation, and treatment of underlying causes. Furthermore, preventive measures—such as public health initiatives and food fortification—are crucial in addressing the root causes of IDA. Emerging research suggests innovative approaches, including bioavailable iron sources and genetic studies, to enhance prevention and treatment efforts. This review comprehensively examines the components of IDA, providing insights into its pathophysiology, diagnosis, management, and future directions for research and intervention. Keywords Iron deficiency anemia (IDA), Pathophysiology, Diagnosis, Management, Dietary iron.

Understanding the Lifestyle Risk Profile of Men and Their Engagement With Preventive Care: A Cross-Sectional Survey.

To explore men's health status and lifestyle risk profile and understand how they engage with preventive health care. A cross-sectional survey within a sequential mixed-methods project. Four hundred thirty-one adult males, working or volunteering for the New South Wales Rural Fire Service (NSW RFS) completed the survey between September and November 2022. The survey captured demographic data, health status and lifestyle characteristics, as well as engagement with preventive health care. Nearly three-quarters of respondents (n = 314; 72.8%) described themselves as being in good or very good health. Just 18.6% of respondents recorded a 'healthy' body mass index (BMI), despite only 29.9% having been told by a doctor that they were overweight/obese. Most (n = 344; 79.8%) respondents identified having a regular general practitioner (GP)/general practice. Nearly all respondents described having had blood pressure measurements (n = 403; 93.5%) and lipid profile (n = 346, 80.3%) in the last 2 years. Having a regular GP/general practice was significantly associated with engaging in all preventive and screening activities, except having a dental check. Our findings demonstrate a significant opportunity to support men to reduce lifestyle risk, despite their current engagement with general practice. Strategies need to support men and health professionals to have conversations about risk and risk reduction to promote behaviour change. Nurses are well placed to provide preventive health care to men in general practice. The general practice nurse has a key role in communicating lifestyle risk, supporting patients in modifying their behaviours and reducing the impact of such factors on their health and well-being. Communicating the importance of lifestyle risk factors is imperative in supporting men to achieve behavioural change in the reduction in lifestyle risk. Nurses are well-placed to take a leading role in this area. The STROBE checklist guided reporting. Survey development was undertaken in collaboration with members of the NSW RFS. Key contacts within the organisation were involved in reviewing the analysis and interpretation of findings.

Assessment of Vitamin D, Vitamin B12, and Folate Levels in Recently Identified Pregnant Females.

Background: Pregnancy is a critical period where optimal maternal and fetal health depends on adequate nutritional status. Deficiencies in essential vitamins, such as vitamin D, vitamin B12, and folate, can result in adverse health outcomes. Objective: This study aims to assess the serum levels of vitamin D, vitamin B12, and folate in early pregnancy. Methodology: This cross-sectional research was conducted at Kurdistan Private Hospital in Duhok, Kurdistan Region of Iraq, from September 2022 to October 2023. The study included 150 pregnant women, with ages ranging from 18 to 45 years. Serum levels of vitamin D, vitamin B12, and folate were measured using the Automatic Clinical Chemistry Analyzer COBAS e 411 (Roche Diagnostics, Basel, Switzerland). Results: The mean age of the participants was 29 years (standard deviation [SD] = 6.2 years), with ages ranging from 18 to 45 years. The average serum human chorionic gonadotropin (HCG) level was 4,292 mIU/mL (SD = 3,947 mIU/mL), with a range of 98 to 10,000 mIU/mL. The mean serum levels were 17.8 ng/mL (SD = 11.6) for vitamin D, 367 pg/mL (SD = 245) for vitamin B12, and 11.5 ng/mL (SD = 4.6) for folate. The prevalence of vitamin D deficiency was significant, with 92 participants (61.3%) having levels below 20 ng/mL, 39 participants (26%) having insufficient levels ranging from 20 to 29 ng/mL, and only 19 participants (12.7%) having sufficient levels between 30 and 100 ng/mL. No cases of vitamin D toxicity (>150 ng/mL) were observed. Regarding vitamin B12, 32 participants (21.3%) had deficient levels (<200 pg/mL), while 118 participants (78.7%) had normal levels. Folate analysis revealed that 3 participants (2%) had moderate deficiency (2-3 ng/mL), 14 participants (9.3%) had mild deficiency (3-6 ng/mL), and there were no cases of severe folate deficiency (<2 ng/mL). Pearson correlation analysis showed weak correlations between the study variables, with the strongest being a weak negative correlation between age and serum folate levels (-0.18). Conclusions: The study found a high prevalence of vitamin D deficiency among the pregnant women included in the study, while the levels of folate and vitamin B12 were comparable to worldwide estimates. These findings focus attention on the importance of monitoring and addressing nutritional deficiencies at the beginning and throughout pregnancy. They also underline the need for preventive health interventions to correct these deficiencies and achieve the best outcomes for both maternal and fetal health.

The prevalence and related factors of post-partum anxiety and depression among mothers during COVID-19 pandemic in 2021

BackgroundThere are many factors effective on occurrence of post-partum anxiety and depression. COVID-19 pandemic, as a major health crisis, affected many countries and had undesirable mental health outcomes, especially for the vulnerable population. The aim of this study was to evaluate the prevalence of post-partum anxiety and depression and their related factors during COVID-19 pandemic.MethodsThe present descriptive cross-sectional study was conducted on 360 mothers who delivered their child during COVID-19 pandemic and had referred to the comprehensive urban health canter of Lenjan city two months after their delivery (from November 10th, 2021, until March 19th, 2022). Data were gathered using 3 questionnaires including demographic characteristics, Edinburgh Postnatal Depression Scale (EPDS), and Beck Anxiety Inventory (BAI). Data were analyzed using SPSS software version 24 and the level of significance was set at p < 0.05.ResultsThe prevalence of anxiety and post-partum depression was 27% and 20%, respectively. None of the demographic characteristics had a significant relationship with anxiety and depression. Related factors to post-partum anxiety included desired pregnancy, premenstrual syndrome, marital conflicts, history of mother’s hospitalization due to COVID-19, compliance rate with preventive health measures for COVID-19, stressful events, and social support.ConclusionIt is suggested to screen mothers to detect significant related factors of post-partum anxiety and depression in other future pandemics or epidemics to support them.

Research progress in stroke risk perception assessment tool.

One of the main illnesses in the globe that causes impairment and death in people is stroke. In the globe today, it ranks as the second leading cause of death and the leading cause of death in China. This paper analyses into the critical role of risk perception in developing individual awareness of stroke risk and encouraging proactive preventive health behaviors, essential for effective primary stroke prevention strategies and reduced stroke incidence. It discusses the concept of risk perception, the content and dimensions of global stroke assessment tools, and their application status, aiming to provide insights for their development and intervention research. Risk perception encompasses subjective assessments of stroke likelihood and severity, influenced by personal experiences, knowledge of risk factors, beliefs about prevention effectiveness, and emotional responses. Global stroke assessment tools, like the Framingham Stroke Risk Score and CHA2DS2-VASc Score, evaluate stroke risk based on factors such as age, gender, blood pressure, and cholesterol levels. In order to improve risk perception and proactive health management and lower the burden of strokes, the paper assesses the advantages and disadvantages of these tools and makes recommendations for improving accessibility, customizing interventions, running educational campaigns, promoting multidisciplinary collaboration, and integrating technology. By combining the research tools of stroke risk perception, it is found that the evaluation tools are mostly single-dimensional evaluation tools centered on the two dimensions of onset possibility and susceptibility. Some scholars have developed multi-dimensional evaluation tools, but the evaluation population is relatively limited, and the evaluation system lacks comprehensiveness and systematization.

Application of Industry 4.0 and digital twin in the field of smart healthcare

There is an increasing need for preventive health care as well as precise diagnosis and tailored treatment of different diseases in recent years. Providing customized treatment for each patient and maximizing accuracy and efficiency are main goals of a good healthcare system. This thesis explores the integration of digital twin technology with Industry 4.0 in healthcare. Digital twins create virtual representations of physical systems, enabling real-time monitoring and tailored treatments. Key elements include the living human body, IoT, digital twin, cloud computing, and simulation. The architecture comprises data acquisition, data munging, data storage, data simulation with analytics, and user access layers. Creating a digital twin involves precise 3D modeling, representing the entire body or specific organs. A case study demonstrates real-time monitoring using wearable sensors for blood pressure, blood sugar, and heart rate. Data is transmitted, integrated with the digital twin, and accessible via a website with alarms for abnormal readings. While Industry 4.0 and digital twin adoption in healthcare is evolving, the architecture serves as a reference. It offers real-time data for diagnosis and treatment, with potential for advanced simulations. Challenges include automated data systems and privacy concerns. Despite limitations, this integration holds promise for precision medicine and personalized healthcare.

The burden of liver cancer in Mongolia from 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019.

Liver cancer remains the leading cause of death and public health threat among the Mongolian population. So far, there has been no in-depth analysis to describe the burden of common attributable factors to liver cancer in Mongolia. Therefore, we aimed to explore the most prevalent causes of liver cancer and its trends from 1990 to 2019. We extracted the primary liver cancer data from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 to examine the mortality and morbidity of liver cancer by its etiological types, which included alcohol, viral hepatitis B and C, and non-alcoholic steatohepatitis (NASH). The data was extracted by sex and 5-year age intervals from 1990 to 2019. Data included mortality, incidence, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life-years (DALYs) of liver cancer among the Mongolian population. Mongolia had the world's highest age-standardized DALYs for liver cancer (2558.1) in 2019. Alcohol-attributable DALYs (786.6) were 29 times higher than the global average (26.1), and liver cancer due to hepatitis C (752.6) and B (763.2) were 21.5 (35.0) and 10.9 (69.1) times higher, respectively. Over the past 30 years, there has been a steady increase in the incidence and number of deaths caused by liver cancer in Mongolia. In 2019, liver cancer incidence due to alcohol consumption was 3.1 times higher for males than females, and hepatitis B was 2.7 times higher for males than females. However, the incidence of hepatitis C and NASH were slightly higher for females. Deaths from liver cancer accounted for 9.51% (2365) of total deaths in Mongolia in 2019, with a continuously increasing trend in the fraction of death compared to 1990, which was 11 times higher than the global average (0.86%), particularly in females with a 319.6% (95% UI 234.9-435.7) increase observed during the study period. Liver cancer due to hepatitis B, C, and alcohol each shared about one-third of liver cancer deaths. A comprehensive analysis of the burden of liver cancer in Mongolia reveals alcohol use as a primary cause of liver cancer mortality, particularly affecting men and significantly impacting the disease burden. Viral hepatitis continues to pose a major public health concern in the country. Although significant milestones have progressed, addressing the unique demographic and geographical challenges requires tailored approaches for specific target populations. The evidence generated from this analysis is crucial to support policy guidance, contribute to evidence-based decisions, guide public health prevention measures, and amplify population health promotion and disease prevention throughout Mongolia.

Analytics of the Cost Effectiveness and Real-Time Health Risk Assessments for Pharmacy-Based Preventive Health Services

More patient-centered care and participation in managing chronic illnesses are features of the modern pharmacist's task, which has evolved substantially in recent years. Still, the issue of whether or not pharmacists are cost-effective in diabetes care persists. Cost-effectiveness analyses (CEA) have emerged as a crucial tool when making informed decisions about healthcare delivery. Patients' present health status, past medical history (personal and family), and lifestyle variables influencing their health are all part of a health risk assessment (HRA). Hence, this study proposed a Cost-Effectiveness Analysis of Pharmacy-based Preventive Health Services (CEA-PBPHS) model for real-time health risk assessment. Nowadays, medical professionals place a greater emphasis on preventative health care. This research aims to examine the potential impact of risk assessment tools on males past due for a physical examination and evaluate the return on investment (ROI) for community pharmacists who provide this service for free. More cost-efficient or cost-saving than conventional treatment is pharmacist engagement in diabetes management due to better glucose control, higher patient compliances, and lower risks of medication-related issues. The experimental outcomes demonstrate that the suggested CEA-PBPHS model increases the health risk assessment ratio by 98.9%, the personalized health service ratio by 97.5% and the cost-effectiveness analysis ratio by 98.3% compared to other existing models.