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Articles 271 - 300 of 3240
Full-Text Articles in Health Information Technology
Impact Of Primary Care Healthcare Providers Patient Electronic Medical Records Completion Rates Using Speech Recognition Dictation, Pepper Losely
Impact Of Primary Care Healthcare Providers Patient Electronic Medical Records Completion Rates Using Speech Recognition Dictation, Pepper Losely
Student Scholarly Projects
Practice Problem: Completion of electronic medical records (EMRs) is an ongoing problem for providers, facilities, and insurance reimbursement. Current completion of EMRs lack standardized processes to make EMRs completion easier for providers with their busy workday and allow optimal time for patient care.
PICOT: For healthcare providers at primary clinics (P) will implementing speech recognition dictation (SRD) for data entry into the electronic medical records (EMRs) (I) compared to the current practice of manually typing all data causing long medical record turnaround times (c) improve medical record completion within 30 days (O) over 10-weeks (T).
Evidence: Evidence that was …
Incidence And Clinical Profile Of Cardiovascular Abnormalities In Infants Of Diabetic Mother, Kailas Randad, Praveen Das, Akash Dnyandeo Sarkate, Qudsiya Ansari
Incidence And Clinical Profile Of Cardiovascular Abnormalities In Infants Of Diabetic Mother, Kailas Randad, Praveen Das, Akash Dnyandeo Sarkate, Qudsiya Ansari
Digital Journal of Clinical Medicine
Background: Maternal diabetes is associated with adverse pregnancy outcomes, notably congenital heart disease (CHD) in infants of diabetic mothers (IDMs). This study evaluated the prevalence and spectrum of CHDs in IDMs and the effect of maternal glycemic control.
Materials and Methods: A prospective observational study was conducted over 18 months at a tertiary care centre in Mumbai. A total of 112 IDMs were enrolled. Maternal glycemic status was assessed using HbA1c and random blood sugar. All infants underwent clinical examination, oxygen saturation measurement, and echocardiography.
Results: CHDs were identified in 26.7% of infants. The most frequent lesions …
Pola Sebaran Spasial Pada Kejadian Stunting Di Provinsi Lampung Tahun 2019 -2023, R Nasrullah Nur Nugroho, Indang Trihandini, Martya Rahmaniati Makful
Pola Sebaran Spasial Pada Kejadian Stunting Di Provinsi Lampung Tahun 2019 -2023, R Nasrullah Nur Nugroho, Indang Trihandini, Martya Rahmaniati Makful
Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan
Stunting merupakan gangguan pertumbuhan dan perkembangan yang dialami anak-anak akibat gizi buruk, infeksi berulang dan stimulasi psikososial yang tidak memadai. Menurut Survei Kesehatan Indonesia (SKI) 2023, prevalensi stunting di Indonesia sebesar 21,5%, sementara Lampung 14,9% yang menempatkannya pada posisi ke-empat terendah setelah Bali, Jambi dan Riau. Penelitian ini bertujuan untuk menganalisis pola sebaran spasial dan autokorelasi spasial kejadian stunting di Provinsi Lampung tahun 2019–2023 dengan pendekatan studi ekologi. Sampel penelitian adalah 13 kabupaten dan 2 kota di Provinsi Lampung. Metode analisis spasial yang digunakan adalah Moran’s I untuk mengukur autokorelasi spasial global dan Local Indicators of Spatial Association (LISA) untuk …
Klasifikasi Penggunaan Kontrasepsi Pada Pasangan Usia Subur Di Kalimantan Timur Dengan Metode Chaid (Analisis Hasil Pendataan Pemutakhiran Keluarga Bkkbn Tahun 2023), Rifky Irlika Akbar, Rahmi Susanti, Ismail Andi Baso
Klasifikasi Penggunaan Kontrasepsi Pada Pasangan Usia Subur Di Kalimantan Timur Dengan Metode Chaid (Analisis Hasil Pendataan Pemutakhiran Keluarga Bkkbn Tahun 2023), Rifky Irlika Akbar, Rahmi Susanti, Ismail Andi Baso
Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan
Data BKKBN Kalimantan Timur menyebutkan, dari sekitar 800 ribu pasangan usia subur (PUS), hanya 60,1% yang menggunakan alat kontrasepsi. Hampir 40% PUS belum berpartisipasi dalam program keluarga berencana yang berdampak pada peningkatan angka kelahiran dan beban kesehatan reproduksi. Tujuan dari penelitian ini adalah mengetahui karakteristik dan variabel penggunaan kontrasepsi pada PUS di Kalimantan Timur, serta hasil klasifikasi dan evaluasi model CHAID berdasarkan akurasi, recall, presisi, dan F1-score. Penelitian ini menggunakan metode non-reaktif dengan populasi 510.319 PUS di Kalimantan Timur. Analisis data dilakukan dengan metode CHAID, menggunakan perbandingan data training dan testing 70:30. Hasil analisis CHAID menunjukkan bahwa …
Rapid Access Chest Pain Assessment Clinic: An Australian Virtual Care Experience, Marwan Shawki, Thalys Sampaio Rodrigues, Hussein Al-Fiadh, Karen Sanders Mnursing, Ali H. Al-Fiadh
Rapid Access Chest Pain Assessment Clinic: An Australian Virtual Care Experience, Marwan Shawki, Thalys Sampaio Rodrigues, Hussein Al-Fiadh, Karen Sanders Mnursing, Ali H. Al-Fiadh
Journal of the Saudi Heart Association
Background: The Rapid Access Chest Pain Assessment Clinic (RACPAC) streamlines the evaluation of low to intermediate-risk chest pain patients, reducing hospitalisation and healthcare costs. However, there is limited data on the virtual model of care for RACPAC.
Aim: We sought to evaluate the structure, cost-effectiveness, and imaging modalities performance of face-to-face and virtual RACPAC in an Australian setting.
Methods:A retrospective analysis of patients attending the RACPAC within a large Australian quaternary hospital between 2012 and 2021. We described the clinic parameters and imaging modality utilisation with parametric and non-parametric descriptive statics. Patterns of diagnostic modality utilisation were assessed with …
A Rare Cause Of Severe Bleeding In Neonate: Congenital Afibrogenemia Case Report, Abdul Azeem Hulkoti, Qudsiya Ansari, Kailas Randad, Akash Dnyandeo Sarkate Dr
A Rare Cause Of Severe Bleeding In Neonate: Congenital Afibrogenemia Case Report, Abdul Azeem Hulkoti, Qudsiya Ansari, Kailas Randad, Akash Dnyandeo Sarkate Dr
Digital Journal of Clinical Medicine
Background- Congenital afibrinogenemia is a rare autosomal recessive disorder characterized by the complete absence of fibrinogen, a critical factor for clot formation in the blood. This deficiency leads to significant bleeding tendencies from birth. Patients typically present with severe haemorrhagic symptoms early in the neonatal period.
Case presentation- We describe a case of a neonate presenting with umbilical bleeding diagnosed with congenital afibrinogenemia. Initial clinical manifestations included active umbilical bleeding and pallor, while hematological workup revealed a lack of detectable fibrinogen. The diagnosis was confirmed by coagulation assays and genetic testing. The infant was managed with Fresh Frozen Plasma (FFP) …
Educating Healthcare Providers To Prevent And Mitigate The Effects Of Zoom Fatigue, Andrea Lima
Educating Healthcare Providers To Prevent And Mitigate The Effects Of Zoom Fatigue, Andrea Lima
Doctor of Nursing Practice Scholarly Projects
Zoom Fatigue (ZF), or physical and neuropsychological responses to excessive videoconferencing (VC), increased during the COVID-19 pandemic. Like burnout, ZF can compromise patient safety by causing decreased job satisfaction, social isolation, disrupted focus, and difficulty empathizing with patients. This Plan-Do-Study-Act quality improvement project aimed to assess feelings about VC, raise awareness of the adverse effects of overuse, and empower primary care providers (PCPs) to improve their work experiences. A group of on-site PCPs at a tertiary care medical center in the Southwest, who continued holding exclusive virtual team meetings after the pandemic, was asked to complete the 15-question Zoom Exhaustion …
When Patients Ask Chatgpt About Statins: Clinical Implications In The Community Setting, Jayashree Ravikumar
When Patients Ask Chatgpt About Statins: Clinical Implications In The Community Setting, Jayashree Ravikumar
Journal of Community Hospital Internal Medicine Perspectives
No abstract for this article type.
It’S Time To Dare Greatly At The Ada, Michele Tulak-Gorecki Dds
It’S Time To Dare Greatly At The Ada, Michele Tulak-Gorecki Dds
The Journal of the Michigan Dental Association
Dr. Michele Tulak-Gorecki, a candidate for ADA president-elect, outlines her platform, emphasizing the urgency for bold, collaborative leadership within the ADA. She addresses member concerns following the executive director's resignation, focusing on rebuilding trust and enhancing oversight. Her vision confronts declining membership, financial issues, and the flawed association management system (AMS) rollout, advocating for increased transparency and financial literacy. Tulak-Gorecki stresses the ADA's vital role in advocacy and unity across the tripartite model to protect the profession's standing. She calls for collective action to create a transparent, inclusive, innovative, and unified ADA
July 2025, Swosu Rural Health Center
July 2025, Swosu Rural Health Center
RURAL ROCKS
July 2025 Rural Rocks
- Three Ways Tech Can Help
- Can a Face Mask Diagnose Kidney Disease?
- EXTRA - Chronic Kidney Disease
- Pharmacy Technicians as Community Health Workers Pilot Program in Oklahoma
July 2025, Swosu Bulldog Wellness Committee
July 2025, Swosu Bulldog Wellness Committee
SWOSU BULLDOG WELLNESS
YOGA classes coming
SUMMER SELF-CARE IDEAS
In honor of Parks and Recreation Month
SWOSU has earned the Oklahoma Certified Healthy Campus Certificate
SWOSU Pool Hours
Machine Learning For Digital Biomarker-Based Detection Of Cognitive Decline, Seng Khoon The
Machine Learning For Digital Biomarker-Based Detection Of Cognitive Decline, Seng Khoon The
Dissertations and Theses Collection (Open Access)
Dementia is a neurodegenerative disease with a prevalence rate expected to triple by 2050, posing a significant challenge for health services. To impede the increasing prevalence, medical professionals and scientists are actively investigating technology to detect cognitive decline at a reversible stage known as Mild Cognitive Impairment (MCI). Digital biomarker technology is an emerging pragmatic approach to permit objective, ecologically valid, and long-term continuous measurement of cognitive health status, rendering it as one of the promising technologies for early MCI detection. Despite its potential, it is nontrivial to encode, extract and combine predictive information from these digital biomarker technologies; advanced …
Mda Services: Cut Costs, Not Care: Solving Your Staffing Challenges With Medva, Reva Darling
Mda Services: Cut Costs, Not Care: Solving Your Staffing Challenges With Medva, Reva Darling
The Journal of the Michigan Dental Association
The MDA has endorsed MEDVA, a virtual assistant staffing solution, to help members improve operational efficiency and reduce administrative burdens in dental practices. MEDVA provides experienced, HIPAA-compliant, non-clinical human professionals for tasks such as appointment scheduling, insurance verification, and billing. This partnership aims to address high turnover and rising overhead by offering cost-effective staffing solutions. MDA members receive special benefits, including a discounted hourly rate of $9.75, which is significantly lower than average Michigan rates for similar in-person roles. MEDVA’s service includes access to trained virtual assistants, proprietary technology, and a client success team
"The Growing Burden: Overweight And Obesity Prevalence And Risk Factors Among Medical College Students In Mysuru: A Cross-Sectional Study", Akansha ., Nayanabai Shabadi, Anchu R Nath, Ravipati Manogna
"The Growing Burden: Overweight And Obesity Prevalence And Risk Factors Among Medical College Students In Mysuru: A Cross-Sectional Study", Akansha ., Nayanabai Shabadi, Anchu R Nath, Ravipati Manogna
Digital Journal of Clinical Medicine
ABSTRACT:
Background:
The transition from adolescence to adulthood is often accompanied by significant lifestyle changes, including changes in dietary habits, physical activity levels, and stress, which can contribute to unhealthy weight gain. In India, the prevalence of overweight and obesity among youth has shown an upward trend, raising concerns about early onset of non-communicable diseases. This study aims to assess the prevalence of overweight and obesity among degree college students in Mysuru and to identify the associated socio-demographic and lifestyle factors contributing to these conditions.
Methodology:
A cross-sectional study was conducted over three months, from January to March 2025, among …
Transforming Primary Care: Innovative Post Graduate Pa Training For Real-World Solutions, Kenneth Botelho, James Ali
Transforming Primary Care: Innovative Post Graduate Pa Training For Real-World Solutions, Kenneth Botelho, James Ali
Lynchburg Journal of Medical Science
The ongoing crisis in primary care demands innovative and scalable strategies to prepare and retain advanced practice providers. This article introduces the Primary Care Practitioner (PCP) Program, a conceptual postgraduate training model designed for certified physician associates/assistants (PAs) who aim to serve in underserved and rural communities. The program integrates advanced clinical training, leadership development, telehealth competencies, VR-enhanced simulation, and evidence-based strategies to promote provider resilience. Rooted in systems-based thinking and real-world applicability, the PCP Program culminates in capstone projects that encourage innovation in care delivery and population health.
Aligned with national frameworks such as the HRSA Primary Care Training …
The Transformational Impact Of Artificial Intelligence In Healthcare, Lawrence M. Herman
The Transformational Impact Of Artificial Intelligence In Healthcare, Lawrence M. Herman
Lynchburg Journal of Medical Science
A brief commentary on the Transformational impact of artificial intelligence (AI) in healthcare.
Evaluating The Utilization Of Icd-10 Z-Codes For Documenting Social Determinants Of Health And The Association With Frequent Emergency Department Visits Among Medicaid Beneficiaries, Sofia L. Gomez
Doctoral Dissertations and Projects
This study assesses the use of ICD-10 Z-codes for documenting social determinants of health (SDoH) and examines their relationship with frequent emergency department (ED) visits among Arizona Medicaid-eligible beneficiaries. This retrospective cohort study utilizes claims data from a major Arizona Medicaid payor to explore the frequency of ICD-10 Z-codes use for documenting SDoH, associations between variables, and factors most strongly linked to higher ED utilization. The study sample (N = 53,368) includes Medicaid beneficiaries with ED visits in 2023, including 47,153 individuals without documented SDoH and 6,215 individuals with documented SDoH. Descriptive and statistical analyses, such as binomial tests, chi-square …
Potential Effect Of Statins As Adjuvant Anti‑Tuberculosis Agents: A Short Communication, Mehwish Hanif, Ayesha Tariq, Laiba Zahoor
Potential Effect Of Statins As Adjuvant Anti‑Tuberculosis Agents: A Short Communication, Mehwish Hanif, Ayesha Tariq, Laiba Zahoor
Digital Journal of Clinical Medicine
Tuberculosis is a chronic pulmonary infectious disease caused by Mycobacterium tuberculosis and can affect other parts of the body such as bones, brain, and lymph nodes (extra pulmonary Tb). Statins, primarily used for hyperlipidemia, have demonstrated anti-inflammatory and immunomodulatory properties that may help prevent and manage TB. They inhibit HMG-CoA reductase, reduce cholesterol synthesis and interfere with phagocytosis crucial for TB infection. Given the rise in resistance to first-line anti-tubercular therapies, Statins have shown promise as adjunctive agents by potentially shortening treatment duration, reducing adverse effects, and improving outcomes, particularly in immunocompromised and diabetic patients. Based on these findings, Statins …
Assessing The Impact Of Digital Transformation On Regulatory Processes And Systems Compared To Traditional Paper-Based Processes At The Egyptian Drug Authority, Rania Aa Soliman
Assessing The Impact Of Digital Transformation On Regulatory Processes And Systems Compared To Traditional Paper-Based Processes At The Egyptian Drug Authority, Rania Aa Soliman
Theses and Dissertations
In the past several decades, the rate of scientific and technological advancements in drug development and digital fields have been extraordinary. Internet of Things and block chain technologies are currently viable in the mature cloud computing industry, these transformative examples contrast starkly with the current pharmaceutical regulatory submission, review, and approval process of the EDA. However, with the emergence of initiatives that aim to improve and expedite regulatory decision-making, there is a promising future ahead. These initiatives, if successful, will not only transform the current transactional structure but also leverage scientific and technological advances to deliver patient-centric therapies. This radical …
Temporal Modeling And Forecasting Of Blood Glucose Dynamics In Individuals With Diabetes Mellitus, Mj Ruff
Temporal Modeling And Forecasting Of Blood Glucose Dynamics In Individuals With Diabetes Mellitus, Mj Ruff
University Honors Theses
People living with Diabetes Mellitus face significant health risks, including an increased likelihood of heart disease, stroke, and fluctuations in blood glucose levels. The unpredictable nature of glucose levels can lead to dangerous conditions such as ketoacidosis and hypoglycemia. This study employs advanced time series analysis tools to forecast the glucose levels for an individual diagnosed with Type 1 Diabetes Mellitus.
Forecasting Influenza Rates Using Machine Learning: A Study Of Chatgpt's Predictive Accuracy, Sara Saleh
Forecasting Influenza Rates Using Machine Learning: A Study Of Chatgpt's Predictive Accuracy, Sara Saleh
University Honors Theses
This study evaluates ChatGPT's ability to forecast influenza rates, such as the number of flu cases, hospitalizations, and death during peak season periods using CDC data, and comparing forecasts against actual results to calculate statistical accuracy and consistency. Influenza forecasting is essential for public health planning, but traditional methods may not always provide timely or accurate predictions. In this research study, ChatGPT was utilized to predict the influenza rates for the following week based on the previous week's data obtained from the FluView surveillance system. The predicted rates were compared to the actual influenza rates to assess the model's overall …
Development Of Recommendations For The Future Of Telehealth Use Among Sexual And Gender Minorities (Sgm), Jeffrey A. Wilhite
Development Of Recommendations For The Future Of Telehealth Use Among Sexual And Gender Minorities (Sgm), Jeffrey A. Wilhite
Dissertations and Theses
It is now well-documented that sexual and gender minoritized individuals (SGMs) face consistent stigmatization from not just the health care system, but also from overarching community, federal, and societal entities. Subsections of the SGM community, like gay men for example, face higher rates of eating disorders, certain cancers, alcoholism, mental illness and even obesity, when compared to heterosexual counterparts. Many of these challenges could be exacerbated by current political administration efforts to silence the community. Ensuring access to clinical care is one way of preserving the health and livelihood of the community. Telehealth, or synchronous, remote based clinical care, can …
Co-Designing A Digital Nutrition Intervention For Individuals With Severe Mental Illness Using The Behaviour Change Wheel, Ciara O'Sullivan, Tara Coppinger, Indika Dhanapala, Alison Merrotsy
Co-Designing A Digital Nutrition Intervention For Individuals With Severe Mental Illness Using The Behaviour Change Wheel, Ciara O'Sullivan, Tara Coppinger, Indika Dhanapala, Alison Merrotsy
Publications
Title: Co-Designing a Digital Nutrition Intervention for Individuals with Severe Mental Illness Using the Behaviour Change Wheel
Purpose: This study aims to develop a digital nutrition intervention for individuals with severe mental illness (SMI) residing in high-support mental health hostels, using a theoretically informed co-design approach.
Design/methodology/approach: This study will employ a participatory, mixed-methods approach, incorporating Public and Patient Involvement (PPI) to ensure user-centred intervention design. The Behaviour Change Wheel (BCW) guides the selection of intervention functions, Behaviour Change Techniques (BCTs) and delivery methods. The study will consist of three phases: (1) Preparation, (2) Co-Design, and (3) Finalisation.
Findings: Data …
Modifying Electronic Medical Record Workflows To Improve Protein Provision To Enterally Fed Icu Patients, Catherine Karlak
Modifying Electronic Medical Record Workflows To Improve Protein Provision To Enterally Fed Icu Patients, Catherine Karlak
2025 Swedish FISH (Fostering Interdisciplinary Solutions in Healthcare) Conference
No abstract provided.
Improving Health Information Systems For Universal Health Coverage In The Philippines, Catherine Agas Chung, Jenilyn Ann Vergara Dabu, Fiona Rose Andres Norada, Arianna Maever Loreche, Veincent Christian Pepito, Manuel M. Dayrit
Improving Health Information Systems For Universal Health Coverage In The Philippines, Catherine Agas Chung, Jenilyn Ann Vergara Dabu, Fiona Rose Andres Norada, Arianna Maever Loreche, Veincent Christian Pepito, Manuel M. Dayrit
Ateneo School of Medicine and Public Health Publications
Health information systems are a key building block of a well-functioning health system and are a vital component in the implementation of universal health coverage. The Philippines's current transition toward universal health coverage had attendant health information system reforms, such as the establishment of the country's National Health Data Repository and the Health Sector Enterprise Architecture. However, many issues remain in this transition, such as insufficient investments in health information systems, poor reliability of health information systems, technical support delays, data quality issues, and cybersecurity issues. We recommend making health data portable throughout the health system while adhering to data …
Insights On Human Papillomavirus Among Medical Students And Professionals, Fathima Thansiha, Amogha Shree, Rashmi S
Insights On Human Papillomavirus Among Medical Students And Professionals, Fathima Thansiha, Amogha Shree, Rashmi S
Digital Journal of Clinical Medicine
Background: As per World Health Organization, in 2022, 660000 women were diagnosed with cervical cancer worldwide and 350000 women died from the disease. Sexual behaviour is the major risk factor and exposure to Human Papillomavirus has been established as a causative agent in 70-80% of the cases for development of cervical cancer. Most infections with HPV resolve spontaneously and cause no symptoms, persistent infection can cause cervical cancer in women. Effective primary (HPV vaccination) and secondary prevention approaches (screening and treating precancerous lesions) will prevent most cervical cancer cases. Thus, study was conducted with the objective of assessing the knowledge …
June 2025, Swosu Bulldog Wellness Committee
June 2025, Swosu Bulldog Wellness Committee
SWOSU BULLDOG WELLNESS
June 2025 Newsletter brought to you by the Bulldog Wellness Committee
You can do it! It's easy to eat more fruit and vegetables with this Fruit and Vegetable Guide. It offers practical tips that don’t require big changes to the way you or your family eats. The American Heart Association has a handy guide for ideas and recipes.
Implementing A Pre-Matriculation Program Targeting Self-Efficacy, Institutional Belongingness, And Metacognition, Steve Caloudas, Nital Appelbaum, Jesus Vallejo, Nadia Ismail, Andrea Stolar
Implementing A Pre-Matriculation Program Targeting Self-Efficacy, Institutional Belongingness, And Metacognition, Steve Caloudas, Nital Appelbaum, Jesus Vallejo, Nadia Ismail, Andrea Stolar
Faculty and Staff Publications
Students come to medical school with diverse backgrounds and experiences. Accordingly, many schools have developed pre-matriculation programs to support students' transition into medical education, especially for those whose educational path may not have offered the same breath of opportunities as their incoming counterparts. Baylor College of Medicine established a pre-matriculation program for students from early assurance programs and non-traditional pathways to address gaps in student support and normalize help-seeking behavior. This program took place over 2 weeks and was developed with leadership and student partners. Participants included 21 students who completed baseline and post-program surveys. Results indicated that a focus …
June 2025, Swosu Rural Health Center
June 2025, Swosu Rural Health Center
RURAL ROCKS
- PBM Reform Takes Off in 2025
- Tirzepatide as Compared with Semaglutide for the Treatment of Obesity | New England Journal of Medicine
- Know the ABCs of Diabetic Skin Care
- Updated Recommendations for Pneumococcal Vaccination
Awareness, Knowledge, And Motivations About Lifespan, Healthspan, And Healthy Longevity Medicine In The General Population: The Healthy Longevity (Helo) Conceptual Framework, Belinda Wang, Anna Szucs, Elena Sandalova, E. J. Horberg, Paul A. O'Keefe, Louis Island, Hans J. Meij, Sonny Rosenthal, Andrea B. Maier
Awareness, Knowledge, And Motivations About Lifespan, Healthspan, And Healthy Longevity Medicine In The General Population: The Healthy Longevity (Helo) Conceptual Framework, Belinda Wang, Anna Szucs, Elena Sandalova, E. J. Horberg, Paul A. O'Keefe, Louis Island, Hans J. Meij, Sonny Rosenthal, Andrea B. Maier
Research Collection College of Integrative Studies
The global population is ageing and the gap between lifespan (total years lived) and healthspan (years lived free of diseases) is increasing. Healthy Longevity Medicine (HLM) is an approach to optimise health and healthspan, and it has substantial public health implications. Despite those implications, the understanding of public perspectives on this field is lacking. The HEalthy LOngevity (HELO) framework was developed through a literature review guided by expert discussions across disciplines to include evidence-based concepts of health-related decision-making, ageing, and HLM. The framework organises concepts into three components. The first two components, awareness and knowledge, explore public perception and understanding …