Medicine and Health Sciences Commons^™

Fractal Analysis In Different Regions Of A Fracture Surface In A Dental Glass-Ceramic, Kartikeya S. Jodha, Susana Salazar Marocho, John J. Mecholsky, Seth T. Lirette, Yuanyuan Duan, Jason A. Griggs

Biomedical Materials Science Publications

Objectives: Previous studies have reported the fractal dimension of dental ceramic fracture surfaces from mist and hackle regions. The aim of this study was to determine and compare the fractal dimensional increment between the mirror, mist, and hackle regions of lithium disilicate fracture surfaces. Methods: Nine bar-shaped specimens were prepared from lithium disilicate glass-ceramic. One face of each specimen was indented using a Knoop diamond at 10 N followed by loading in 4-point flexure until failure at a loading rate of 12.6 MPa/s to avoid environmental slow crack growth. Fracture surfaces were replicated in epoxy, and an atomic force microscope …

Himmelfarb Library Liaison Letter - August 2025, The George Washington University, Himmelfarb Health Sciences Library

Himmelfarb Library Liaison Letters

No abstract provided.

Kenyan Dietitians’ Knowledge Of Ketogenic Dietary Therapies For Drug-Resistant Epilepsy, Pauline Samia, Violet Naanyu, Perry Ndila, Helen Cross, Richard Idro, Paul Boon, Jo Wilmshurst, Stanley Luchters

Paediatrics and Child Health, East Africa

Background: Ketogenic dietary therapy (KDT) has been proven to be efficacious for people with drug-resistant epilepsy. However, it is rarely utilized in low-resource settings. Due to the complexity of implementation, dietitians play a crucial role in managing KDT.

Methods: We conducted a cross-sectional survey of 253 out of the 1,000 registered dietitians. We assessed their knowledge of and interest in further training in KDT.

Results: Most participants were female (78%), with a median age of 33 years (IQR=28–38). A total of 171 (67.6%) reported knowledge of KDT. However, only 13 respondents (7.6%) answered all five knowledge-specific questions correctly. A …

Interview With Former Chairman Of Cardiology E. Berry Hey, Jr. Md, Caitlin Moss

Historic Narratives

No abstract provided.

Pain Acceptance In Chronic Postoperative Pain: Concept Analysis, Sajini M Thekkel, Constance M Johnson, Meagan Whisenant, Deniz Dishman

Faculty, Staff and Student Publications

Purpose: Chronic postoperative pain (CPOP) is a potential outcome of otherwise successful surgery that can persist for months, with its prevalence varied by surgical type, genetic predispositions, and psychosocial factors. Pain acceptance offers better outcomes to these patient populations by fostering a willingness to experience pain without resistance. This analysis examines how pain acceptance contributes to psychological well-being, helps reduce opioid misuse, and enhances quality of life, even in the presence of CPOP.

Design: The concept analysis approach follows Walker and Avant's framework (2019).

Methods: A literature search across PubMed, Web of Science, and CINAHL yielded 276 articles, of which …

A Comparative Study Of Recent Large Language Models On Generating Hospital Discharge Summaries For Lung Cancer Patients, Yiming Li, Fang Li, Na Hong, Manqi Li, Kirk Roberts, Licong Cui, Cui Tao, Hua Xu

Faculty, Staff and Student Publications

Objective: Generating discharge summaries is a crucial yet time-consuming task in clinical practice, essential for conveying pertinent patient information and facilitating continuity of care. Recent advancements in large language models (LLMs) have significantly enhanced their capability in understanding and summarizing complex medical texts. This research aims to explore how LLMs can alleviate the burden of manual summarization, streamline workflow efficiencies, and support informed decision-making in healthcare settings.

Materials and methods: Clinical notes from a cohort of 1,099 lung cancer patients were utilized, with a subset of 50 patients for testing purposes, and 102 patients used for model fine-tuning. This study …

The Global Neurodegeneration Proteomics Consortium: Biomarker And Drug Target Discovery For Common Neurodegenerative Diseases And Aging, Farhad Imam, Rowan Saloner, Jacob W Vogel, Varsha Krish, Gamal Abdel-Azim, Muhammad Ali, Lijun An, Federica Anastasi, David Bennett, Alexa Pichet Binette, Adam L Boxer, Martin Bringmann, Jeffrey M Burns, Carlos Cruchaga, Jeff L Dage, Amelia Farinas, Luigi Ferrucci, Caitlin A Finney, Mark Frasier, Oskar Hansson, Timothy J Hohman, Erik C B Johnson, Mika Kivimaki, Roxanna Korologou-Linden, Agustin Ruiz Laza, Allan I Levey, Inga Liepelt-Scarfone, Lina Lu, Niklas Mattsson-Carlgren, Lefkos T Middleton, Kwangsik Nho, Hamilton Se-Hwee Oh, Ronald C Petersen, Eric M Reiman, Oliver Robinson, Jeffrey D Rothstein, Andrew J Saykin, Artur Shvetcov, Chad Slawson, Bart Smets, Marc Suárez-Calvet, Betty M Tijms, Maarten Timmers, Fernando Vieira, Natalia Vilor-Tejedor, Pieter Jelle Visser, Keenan A Walker, Laura M Winchester, Tony Wyss-Coray, Chengran Yang, Niranjan Bose, Simon Lovestone, The Global Neurodegeneration Proteomics Consortium (Gnpc)

Faculty, Staff and Student Publications

More than 57 million people globally suffer from neurodegenerative diseases, a figure expected to double every 20 years. Despite this growing burden, there are currently no cures, and treatment options remain limited due to disease heterogeneity, prolonged preclinical and prodromal phases, poor understanding of disease mechanisms, and diagnostic challenges. Identifying novel biomarkers is crucial for improving early detection, prognosis, staging and subtyping of these conditions. High-dimensional molecular studies in biofluids ('omics') offer promise for scalable biomarker discovery, but challenges in assembling large, diverse datasets hinder progress. To address this, the Global Neurodegeneration Proteomics Consortium (GNPC)-a public-private partnership-established one of the …

Outcomes And Resource Utilization In Hyperkalemic Emergency Department Patients Treated With Patiromer Or Sodium Zirconium Cyclosilicate., William Frank Peacock, Zubaid Rafique, Julie Gayle, James Neuenschwander, Harold Brown, Jennifer Kammerer, Jeffrey Budden, Ning Rosenthal

Ambulatory and Primary Care Articles

OBJECTIVES: Hyperkalemia (HK) is a life-threatening condition commonly treated in emergency department (ED). Real-world outcomes associated with ED administration of potassium binders are limited. This study assessed ED discharge disposition and resource utilization in hyperkalemic ED patients treated with patiromer or sodium zirconium cyclosilicate (SZC).

METHODS: We performed a retrospective cohort study using discharge data from 230 hospitals in the Premier PINC AI Healthcare Database. ED patients were included if they were ≥18 years old, had potassium ≥5 mEq/L, and received patiromer/SZC during January 1, 2019 to December 31, 2021. Descriptive statistics and multivariable logistic regression analysis were used to …

Navigating Childhood Asthma Care In Kenya: Barriers Identified By Children And Their Caregivers, Joan Ahimbisibwe, Roselyter Riang’A, Angela Migowa, Samuel Otido

Paediatrics and Child Health, East Africa

Background: Asthma is one of the most common chronic conditions in children, with significant morbidity and mortality, especially in Africa. Achieving adequate asthma control in children remains challenging because of gaps between standard recommended management strategies and actual treatment practices. This study explored barriers to asthma management as perceived by children and their caregivers in a private tertiary care setting in Kenya.

Methods: An exploratory phenomenological qualitative study was conducted at Aga Khan University Hospital (AKUH), Nairobi. Children aged 6–18 years with a confirmed diagnosis of asthma and their caregivers were recruited. The participants had been receiving treatment for at …

Management Approaches To Spastic Gait Disorders, Sheng Li, Tulsi Pandat, Bradley Chi, Daniel Moon, Manuel Mas

Faculty, Staff and Student Publications

Spastic gait presents clinically as the net mechanical consequence of neurological impairments of spasticity, weakness, and abnormal synergies and their interactions with the ground reaction force in patients with upper motor neuron syndromes and with some neuromuscular diseases. It is critical to differentiate whether the primary problem is weakness or spasticity, thus better understanding different phenotypes of spastic gait disorders. Pelvic girdle abnormality plays a pivotal role in determining the clinical presentation of gait disorders, since it determines the body vector and compensatory kinetic chain reactions in the knee and ankle joints. Knee joint abnormality can be a mechanical compensation …

Patient-Specific Preoperative Plans Can Optimize Femoral Head Coverage And Range Of Motion After Periacetabular Osteotomies, Shuyang Han, Carey A Clark, Nicholas J Dunbar, Madison Brenner, Alexis H Aboulafia, Alfred A Mansour Iii, Philip C Noble

Faculty, Staff and Student Publications

Background: The goal of a periacetabular osteotomy is to increase the coverage of the femoral head, primarily in the antero-lateral region, through rotation of the acetabulum in three anatomical planes. The present study was undertaken to determine whether specific combinations of lateral rotation, anterior rotation, and anteversion of the acetabular fragment can be targeted to provide the best balance between femoral head coverage and joint motion.

Methods: Three-dimensional patient-specific hip models were reconstructed from preoperative computerized tomography scans of 15 patients diagnosed with hip dysplasia. Each model was placed in a standard coordinate system with neutral pelvic tilt and femoral …

Exploring Ict Adoption In Teaching And Learning Of Science: A Case Of Senior Teachers In Kenya, David Odhiambo, Winston Edward Massam, Fredrick Mtenzi

Institute for Educational Development, East Africa

This study was conducted in Homa Bay Sub County, Kenya to explore the adoption of ICT among senior teachers, aged between 45-60 years, in teaching and learning of science. A qualitative research approach using a case study design was employed. Eight secondary school senior teachers of science, 2 females and 6 males, within Homa Bay Sub County were purposefully selected. Semi structured interviews were conducted one-on-one basis followed by classroom observation and document analysis. Analysis of the data revealed that senior teachers of science generally integrate ICTs in planning, assessment and in classroom teaching; however pedagogical preferences and teacher’s workload …

The Associations Of Childhood Adversities And Mental Disorders With Suicidal Thoughts And Behaviors - Results From The World Mental Health International College Student Initiative, Philippe Mortier, Xue Yang, Yasmin Altwaijri, Jacob Holdcraft, Nancy Sampson, Yesica Albor, Ahmad Alhadi, Jordi Alonso, Nouf Al-Saud, Lukoye Atwoli

Internal Medicine, East Africa

Objective: To investigate the associations of demographic variables, childhood adversities (CAs), and mental disorders (MDx) with onset, transition, and persistence of suicidal thoughts and behaviors (STB) among first-year university students.

Method: Poisson regression models within a discrete-time survival framework were constructed using web-based self-report survey data from 72,288 incoming university students across 18 countries (response rate=20.9%; median age=19 years, 57.9% female, 1.4% transgender, 21.0% non-heterosexual). These models examined the associations of four demographic variables, five CAs, and eight MDx with STB outcomes.

Results: Lifetime prevalence of suicidal ideation, plans, and attempts was 47.0%, 26.0%, and 9.6%, respectively; 12-month estimates were …

Radiation Induced Vaporization Of Exoskeletal Droplets As Potential X-Ray Acoustic Contrast Agents, Mohamed E. Eldib, William N. Frantz, Mark A. Borden, Ryan Lanning, Moyed Miften, David H. Thomas

Department of Radiation Oncology Faculty Papers

BACKGROUND: In vivo dosimetry is a crucial component of ensuring accurate and safe radiation therapy (RT) delivery, but many existing techniques face challenges such as low signal-to-noise ratio (SNR), which can limit their clinical applicability.

PURPOSE: In this study, we investigate a novel contrast agent sensitive to megavoltage (MV) radiation in vitro, ultimately aiming for in vivo dosimetry.

METHODS: Vaporizable exoskeletal droplets were engineered to phase-change into ultrasound-responsive microbubbles upon exposure to MV photon radiation. These droplets comprised a hydrocarbon (HC) exoskeleton doped with gold nanoparticles (GNPs) surrounding a liquid fluorocarbon (FC) core. Radiation absorbed by the GNPs induced localized …

Use Of Cognitive-Behavioral Therapy In A Nation-Wide Veterans Health Administration Sample: The Role Of Clinic, Therapist, And Patient Factors., Alan Mcguire, Mindy Flanagan, Madison E Stout, Jessica Coffing, Marina Kukla, Morgan Traylor, Laura Myers, Nancy Henry, Jessica Carter, Marianne Matthias

Health Services and Informatics Research

OBJECTIVE: To examine the use of CBT-CP (Cognitive-behavioral therapy for chronic pain) by CBT-CP-trained therapists to treat patients with pain over a five-year period (October 2015-February 2020).

DATA SOURCES AND STUDY SETTING: CBT-CP is a core evidence-based practice that is central to multidisciplinary chronic pain care. However, research suggests that CBT-CP is underused. The current study used national Veterans Health Administration data to examine the use of CBT-CP by CBT-CP-trained therapists to treat patients with pain over a five-year period.

STUDY DESIGN: Multilevel modeling was used to evaluate clinic, therapist, and patient-level factors as predictors of CBT-CP receipt.

DATA COLLECTION: …

Objective Phone Use During Time With One’S Partner: Associations With Relationship And Individual Well-Being, Brandon T. Mcdaniel Phd, Sabrina Uva, Victor P. Cornet, Michelle Drouin

Health Services and Informatics Research

When a person chooses to interact with their phone instead of their partner (e.g., technoference, phubbing), it may diminish interactional quality, relationship satisfaction, and well-being. However, much of the research on technology use in relationships has utilized self-reports. We extend prior work by objectively measuring smartphone use in a sample of 247 adult participants (75% women; mean age = 30.87 years) to better understand the extent of use around one’s partner and the connection between this use and relational and personal well-being. Participants completed an online baseline survey and 8 days of phone tracking and nightly time diaries. On average, …

Pre-Emptive Analgesia For Periodontal And Implant-Related Surgery: A Systematic Review And Meta-Analysis, Christos Gousias, Zainab Alsuwaiyan, Alissa Fial, Shengtong Han, Dimitris N. Tatakis, Vrisiis Kofina

Library Faculty Research and Publications

Objective

This systematic review aimed to answer the question: In patients undergoing periodontal and peri-implant surgery, gingival augmentation, implant site development or placement, are pre-emptive analgesics effective in controlling post-operative pain compared with patients not receiving pre-emptive medications?

Materials and Methods

After comprehensive electronic and manual literature searches, randomised placebo-controlled clinical trials on adults undergoing the aforementioned surgeries were included. A meta-analysis was performed comparing pain (standardised mean difference) between pre-emptive medication and placebo at post-operative hours 1, 3, 6, 8, 24 and 72.

Results

Two reviewers screened 1995 titles, included 18 studies in the systematic review (open flap debridement, …

Caring For Home Care Workers: Health And Safety Hazards, Harms And Risk Factors, Denise M. Jepsen, Sanetta Henrietta Johanna Du Toit, Toni Robyn Barker, Saul Wodak, Erin Lawn, Tash Freeburn, Josh Rhee, Carmel Laragy, Elizabeth Convery

Research outputs 2022 to 2026

Home care workers support the growing number of older adults or people with disabilities who are living at home in their own private residences. The complex and varied work health and safety (WHS) hazards these workers face on the job include both physical and psychosocial harms. While physical WHS hazards in this sector have been articulated, there is an urgent need to update, understand and address psychosocial risks such as verbal abuse and sexually inappropriate behaviour and bullying, particularly when perpetrated by clients. This study sought to identify the range of WHS hazards and harms that home care workers face …

Measuring The Impact Of The Australian National Placement Evaluation Centre To Enhance Nursing And Midwifery Student Clinical Placements: A Multimodal Evaluation, Colleen Ryan, Robyn Cant, Areum Hyun, Debbie Procter, Louise Alexander, Dianne Bloxsome, Lynda Hughes, Fiona Bogossian, Simon Cooper

Research outputs 2022 to 2026

Aim: To evaluate the early impact of the Centre. Background: The educational quality of nursing and midwifery student clinical placement learning varies. The National Placement Evaluation Centre has a pivotal role in quality improvement by systematically collecting student and supervisor feedback on placement experiences. Design: Multimodal impact evaluation. Methods: Data were collected from website analytics and a survey shared via stakeholder registration emails and social media. The Impact Management Planning and Evaluation Ladder model was used to understand impact. Data were analysed using a sequential, hybrid inductive/deductive approach. Descriptive statistics summarised participant characteristics and qualitative data were themed. Results: Website …

Nut Intake, Functional Limitations, And Quality Of Life In Older Adults: Findings From Nhanes 2003–2012, Ilili Feyesa, Elena S. George, David Scott, Gavin Abbott, Jeew Hettiarachchi, Robin M. Daly, Jack Dalla Via, Ekavi N. Georgousopoulou, Sze Yen Tan

Research outputs 2022 to 2026

Background: Increased nut consumption has positive effects on physical and cognitive function, but whether these translate into lower functional limitations in older adults is unknown. The aim of this study was to investigate the association between nut intake, functional limitations, the severity of these limitations and health-related quality of life (HRQOL) in older adults. Methods: This cross-sectional study included data from 5807 adults (53.4% female) aged 60 years and older who participated in the US National Health and Nutrition Examination Survey (NHANES) between 2003 and 2012. Nut intake was assessed using two 24-h dietary recalls. Functional limitations were assessed using …

Optimising Exercise For Managing Chemotherapy-Induced Peripheral Neuropathy In People Diagnosed With Cancer, Dhiaan Sidhu, Jodie Cochrane Wilkie, Jena Buchan, Kellie Toohey

Research outputs 2022 to 2026

Background: Chemotherapy-induced peripheral neuropathy is a common and debilitating side effect of cancer treatment. While exercise has shown promise in alleviating this burden, it remains underutilised in clinical practice due to the lack of accessible, clinician-friendly guidance. Aim: This review aimed to synthesise current evidence on exercise interventions for managing chemotherapy-induced peripheral neuropathy and provide practical insights to support clinicians in integrating these approaches into patient care. Methods: A search was conducted across MEDLINE, CINAHL, and SPORTDiscus using keywords related to exercise and CIPN. Studies were included if they involved adults receiving neurotoxic chemotherapy and exercise-based interventions. Two authors independently …

Knowledge And Perceptions Of Modifiable Ischaemic Heart Disease Risk Among Indians: Scoping Review, Kunwar Kaur, Ma'en Zaid Abu-Qamar, Amineh Rashidi, Nilufeur Mckay, Rosemary Saunders

Research outputs 2022 to 2026

Background: Ischaemic heart disease (IHD) causes a significant number of deaths globally. India has the highest IHD burden, with cases up 138% since 1990. Individuals of Indian descent face a greater risk of early IHD and poorer long-term outcomes. Indian people typically develop IHD a decade earlier than other populations, with 52% of IHD-related deaths occurring before the age of 70, compared to 23% in Western populations. Aims: This review aims to synthesise evidence on the Indian population's knowledge and perceptions of modifiable IHD risk factors and identify literature gaps. Methods: Joanna Briggs Institute (JBI) methodology and the Preferred Reporting …

The Cortical Motor Map For The Extensor Digitorum Communis Muscle Fails To Increase In Treatment-Related Clinically Significant Upper Limb Post-Stroke Recovery, Tomoko Kitago, Joshua Silverstein, Michael B. Gerber, Charlene Thomas, Linda M. Gerber, Gary W. Thickbroom, Dylan J. Edwards

Research outputs 2022 to 2026

Objectives: Cortical reorganization has been proposed as a mechanism for motor recovery of the upper limb. The objective of this study was to determine if intervention-related clinical improvement in post-stroke hemiparesis is associated with enlarged motor cortex representation. Methods: Data were analyzed from a single site subset of the NICHE trial. Clinical assessments of upper limb movement (Fugl-Meyer Upper Extremity Motor Assessment, FM-UE, Action Research Arm Test, ARAT, and Wolf Motor Function Test, WMFT) and transcranial magnetic stimulation (TMS) motor mapping of the extensor digitorum communis (EDC) muscle were performed in 23 participants (3–12 months post-stroke, 10 female, 40–88 yrs) …

Exercise Perceptions In People With Metabolic Dysfunction-Associated Steatotic Liver Disease: Insights From A Qualitative Study, Kedar Deshpande, John Olynyk, Oyekoya Ayonrinde, Kazunori Nosaka

Research outputs 2022 to 2026

Background: Metabolic dysfunction-associated steatotic liver disease (MASLD) is a chronic liver condition associated with lifestyle and metabolic risk factors. While exercise is a beneficial treatment strategy, many patients struggle to implement and perform exercise regularly. It is important for practitioners to know about patient awareness, attitudes, and preferences regarding exercise in the con-text of MASLD. In this study, we examined exercise knowledge, attitudes, and exercise preferences among patients with MASLD to improve their exercise behavior changes. Methods: We conducted a questionnaire and semi-structured inter-view study in adults with MASLD to assess their disease awareness, perspectives on exercise and exercise preferences. …

Longitudinal Changes In Skeletal Muscle In Children Undergoing Cancer Treatment: A Systematic Review And Meta-Analysis, Anna Maria Markarian, Dennis R. Taaffe, Daniel A. Galvão, Carolyn J. Peddle-Mcintyre, Jodie Cochrane Wilkie, Francesco Bettariga, Robert U. Newton

Research outputs 2022 to 2026

Skeletal muscle loss during chemotherapy has been associated with poorer outcomes and reduced survival across several types of cancer. However, the extent and progression of muscle loss during treatment for childhood cancers remain unclear. A better understanding could help identify children at increased risk and inform the timing of targeted intervention. This systematic review and meta-analysis aimed to synthesize the evidence on skeletal muscle changes during treatment for childhood cancers and identify factors that influence these outcomes. A systematic search was conducted in CINAHL, Embase, PubMed, SPORTDiscus, and Web of Science. Studies were eligible if they included children and adolescents …

The Role Of Diet In Moderating The Relationship Between Symptoms Of Depression And Brain Amyloid Load, Hilal Salim Said J. Al Shamsi, Samantha L. Gardener, Stephanie R. Rainey-Smith, Hamid R. Sohrabi, Kevin C.M. Taddei, Colin L. Masters, Vincent M. Doré, Christopher L. Rowe, W. M.A.D.Binosha Fernando, Ralph N. Martins

Research outputs 2022 to 2026

Background: Healthy lifestyle factors, including diet, may affect brain amyloid beta (Aβ) load. This study examines dietary patterns as moderators of the relationships among symptoms of depression, anxiety, and brain Aβ load. Method: A cross-sectional study of cognitively unimpaired older adults (n = 524) from the Australian Imaging, Biomarkers, and Lifestyle study assessed dietary patterns, depressive and anxiety symptoms, and brain Aβ load. Moderation and simple slope analyses were conducted. Results: The Dietary Approaches to Stop Hypertension (DASH) diet moderated the relationship between depressive and anxiety symptoms and brain Aβ load. Higher symptoms were associated with greater Aβ load in …

Understanding The Role Of Sports Injury Management By Australian Osteopaths: A Cross Sectional Survey Of 992 Practitioners, Brett Vaughan, Jon Adams, Wenbo Peng, Lauren V. Fortington, Michael Fleischmann, Kylie Fitzgerald, Amie Steel, David Sibritt

Research outputs 2022 to 2026

Sport-related injuries are common presentations to primary care and hospital settings. Australian osteopaths practice mainly in private clinical settings in which the frequency of sport-related injury presentations, and how these injuries are managed, is unknown. The objective of the study was to describe the demographic, practice, and clinical management characteristics of Australian osteopaths who report often treating sport-related injuries. The study is a secondary analysis of data derived from the Australian osteopathy practice-based research network. Respondents indicated the frequency treating sports-related injuries in addition to other demographic, practice, and patient management characteristics. Backward logistic regression identified significant characteristics associated with …

Welding Fume In The Western Australian Mining Industry: Impact Of A Change To The Workplace Exposure Standard, Matthew Oosthuizen, Kerry Staples, Adelle Liebenberg, Kiam Padamsey, Marcus Cattani, Andy Mccarthy, Jacques Oosthuizen

Research outputs 2022 to 2026

The aim of this study was to analyse the Western Australian (WA) Safety Regulatory System (SRS) database to assess compliance of the WA mining sector regarding workers exposure to welding fumes and to identify trends over time. De-identified data analysed to assess the impact of reducing workplace exposure standards (WES) for general welding fumes on industry compliance. Historical trend analysis shows a shift from 100% compliance to 100% non-compliance, based on mean values and 95% confidence intervals, with exposure levels remaining consistent over time. These findings highlight the need for current, innovative engineering solutions, and raise questions about the validity …

Exploring Available Admission Criteria For A Bachelor Of Science In Nursing/Midwifery: A Scoping Review, Jackline Estomihi Kiwelu, Aminieli Usiri, Gadiel Ketto, Tumbwene Mwansisya, Eunice Pallangyo

Libraries

Background: Nursing and midwifery are crucial professions in healthcare systems, and the availability of well-trained professionals in these fields contributes to achieving global and national health goals. The process of equipping nurses and midwives with professional knowledge and skills starts with selecting candidates that are suitable for the profession, and able to complete nursing/midwifery education and become lifelong learners.

Objective: This study aimed to identify and document currently available admission criteria for a Bachelor of Science (BSc) in Nursing/Midwifery.

Methods: This scoping review used Arksey and O’Malley’s five-stage framework to explore admission criteria for BSc in Nursing/Midwifery …

Application Of Machine Learning In Early Childhood Development Research: A Scoping Review, Faith Benson, Daisy Chelangat, Willie Brink, Patrick Mwangala, Akbar Waljee, Cheryl Moyer, Amina Abubakar

Institute for Human Development, East Africa

Background: Early childhood development (ECD) lays the foundation for lifelong health, academic success and social well-being, yet over 250 million children in low- and middle-income countries are at risk of not reaching their developmental potential. Traditional measures fail to fully capture the risks associated with a child’s development outcomes. Artificial intelligence techniques, particularly machine learning (ML), offer an innovative approach by analysing complex datasets to detect subtle developmental patterns.

Objective: To map the existing literature on the use of ML in ECD research, including its geographical distribution, to identify research gaps and inform future directions. The review focuses on …