Digital Commons Network^™

The Best Practice Guide For Early Childhood Education And Care Food Environment: Module 5: Sustainable Food Practices (Version 1.0), Ros Sambell, Audrey Elford, Connie N. Ihlein, Lochie Clark, Amanda Devine, Helen Alexiou, Lennie Barblett, Caterina Benati, Fiona Champion, Bek Clancy, Penelope Clark, Kathy Cologon, Wendy Cook, Katie Dix, Kirsty Elliott, Leanne Elliston, Amanda Ferguson, Ricky Gelman, Jodie Gray, Natalie Gulberti, Lorraine Hingston, Karen Krist, Deana Leahy, Rebecca Lindberg, Stacey Mckenzie, Merryn Netting, Ciara O’Flaherty, Asha Rojahn, Blake Stewart, Leah Stuart-Douglas, Aimee Sullivan, Suzanne Tamone, Henry Tan, Sandra Vale, Jill Whelan

Research outputs 2022 to 2026

ECEC food environments are uniquely positioned to support sustainability by implementing practices that can reduce environmental impacts while creating meaningful opportunities for children to experience and explore the interconnections between people, animals, plants, lands and water through food.

The Early Years Learning Framework (EYLF) (Version 2.0) recognises sustainability as an important consideration for children’s learning and development and that educators and children have active roles to play in contributing to more sustainable communities.1 Through the food provided, mealtimes, and food education, ECEC services can provide meaningful opportunities for children to experience and engage with sustainable food practices.

This Sustainable Food …

The Best Practice Guide For Early Childhood Education And Care Food Environment: Module 2: Menu And Meal Quality (Version 1.0), Ros Sambell, Audrey Elford, Connie N. Ihlein, Lochie Clark, Amanda Devine, Helen Alexiou, Lennie Barblett, Caterina Benati, Fiona Champion, Bek Clancy, Penelope Clark, Kathy Cologon, Wendy Cook, Katie Dix, Kirsty Elliott, Leanne Elliston, Amanda Ferguson, Ricky Gelman, Jodie Gray, Natalie Gulberti, Lorraine Hingston, Karen Krist, Deana Leahy, Penny Love, Stacey Mckenzie, Tamia Matthews, Merryn Netting, Ciara O’Flaherty, Asha Rojahn, Blake Stewart, Aimee Sullivan, Suzanne Tamone, Henry Tan, Sandra Vale, Jill Whelan, Erin Wild

Research outputs 2022 to 2026

Menu and meal quality is central to the role early learning settings play in children’s growth, development and wellbeing. The food provided across the day shapes children’s nutrient intake, their developing relationship with food, and the eating patterns they carry into later life. At the same time, services must balance nutritional quality with food safety, food allergen management and dietary needs, cultural diversity, family expectations, and practical constraints such as budgets, time and access to supplies.

This Menu and Meal Quality (MMQ) module aims to:

- Support ECEC services to provide menus and meals that align with the Australian Dietary …

The Best Practice Guide For Early Childhood Education And Care Food Environment: Module 1: Mealtime Environment And Practices (Version 1.0), Ros Sambell, Audrey Elford, Connie N. Ihlein, Lochie Clark, Amanda Devine, Helen Alexiou, Lennie Barblett, Rebecca Byrne, Fiona Champion, Laine Chilman, Penelope Clark, Kathy Cologon, Wendy Cook, Kirsty Elliott, Leanne Elliston, Amanda Ferguson, Ricky Gelman, Jodie Gray, Natalie Gulberti, Shae Haylen, Judith Howard, Karen Krist, Deana Leahy, Eloise Litterbach, Jodie Mcgough, Stacey Mckenzie, Merryn Netting, Ciara O’Flaherty, Gabrielle Orr, Asha Rojahn, Hilary Smith, Aimee Sullivan, Suzanne Tamone, Henry Tan, Sandra Vale, Jill Whelan, Sally Whitaker

Research outputs 2022 to 2026

Mealtimes in early learning settings are more than a routine to help children eat. They are important opportunities for connection, learning and development, and for supporting children’s confidence and comfort around food and eating. At the same time, services must balance safety, regulatory requirements, diverse developmental and cultural needs, family expectations and practical constraints such as time and staffing.

The Mealtime Environment and Practices (MEP) module has been developed to support Early Childhood Education and Care settings (ECEC), for children from birth to 5 years, to create mealtimes that are safe, calm, inclusive and responsive to each child, while reflecting …

Baseline Body Mass Index Category And Incident Treated Hypertension In Australian Men: A Linked Prospective Cohort Study Using Pbs/Mbs Data, Ebenezer Afrifa-Yamoah

Research outputs 2022 to 2026

Background: Excess adiposity is a major modifiable risk factor for hypertension; however, the incremental prognostic value of body mass index (BMI) beyond standard predictors remains unclear. We examined the associations between baseline BMI category and incident treated hypertension, and assessed whether BMI improved risk prediction.

Methods: Data were obtained from the Ten to Men longitudinal study (2013–2024) linked to Pharmaceutical Benefits Scheme (PBS) and Medicare Benefits Schedule (MBS) records. The cohort comprised 12,742 men aged ≥ 18 years without treated hypertension at baseline, followed for 133,038 person-years. Adjusted Cox proportional hazards models were fitted. Discrimination, calibration, decision curve analysis, E-values, …

Governing Professional Mobility: An Llm-Assisted Framework And Empirical Taxonomy Of Health-Professional Mobility Agreements, David C. Benton, Andrew D. Benton

Research outputs 2022 to 2026

Background: Health-professional mobility agreements (eg, compacts, mutual recognition arrangements, memoranda of understanding) are increasingly used to address workforce shortages, support crossborder practice, and enable new technology-mediated modes of service delivery. Regulators need rapid, reproducible ways to assess whether such instruments protect the public while facilitating proportionate professional mobility.

Purpose: To develop and internally test a 10-dimension, 41-subdimension assessment framework for health-professional mobility agreements; examine whether large language model (LLM)–assisted coding can approximate expert legal regulatory assessment; and derive an empirical taxonomy of mobility and other similar instruments.

Methods: A focused documentary synthesis of legal instruments, academic literature, and intergovernmental guidance …

Knowledge, Intentions And Attitudes Towards Osteoporosis And Other Health Conditions Among Older Australians, Phuong Dung Lam, Satvinder S. Dhaliwal, Christina M. Pollard, Jonine M. Jancey, Richard L. Prince, Deborah A. Kerr

Research outputs 2022 to 2026

Background: Osteoporosis burden is underdiagnosed and undertreated. While increasing community awareness and education are recognised priorities, research on how older adults view osteoporosis is limited. The aim was to assess osteoporosis-related knowledge, intentions and attitudes in relation to other health conditions in Australian adults aged 50 years and older.

Methods: A validated online questionnaire, developed with an expert panel, was administered to 1432 healthy volunteers, (64.3 ± 9.5 years). The questionnaire assessed knowledge of osteoporosis risk factors, attitudes and intentions. Multivariable logistic regression identified factors associated with low knowledge.

Results: Knowledge score across six topics was 29.5 ± 14.5 (100 …

Machine Learning Prediction Of Incident Hypertension In Australian Men: Integrating Survey, Pharmaceutical And Healthcare Utilisation Data From The Ten To Men Cohort, Ebenezer Afrifa-Yamoah, Emmanuel Peprah-Yamoah, Victor Opoku-Yamoah, Eric Adua

Research outputs 2022 to 2026

Background: Hypertension is a leading modifiable contributor to cardiovascular disease. We developed and evaluated machine learning models to predict incident hypertension in Australian men using baseline survey data linked to pharmaceutical (PBS) and healthcare utilisation (MBS) administrative records from the Ten to Men cohort.

Methods: Among 13,519 men free of hypertension at baseline (2014), incident hypertension over 10 years was ascertained from PBS antihypertensive dispensing. Twenty-five baseline features spanning sociodemographic, anthropometric, lifestyle, clinical and administrative domains were used to train logistic regression, random forest, gradient boosting and XGBoost models, evaluated by five-fold cross-validation with out-of-fold prediction. Discrimination, calibration and threshold-based …

A Quantitative Analysis Of Barriers To College Students’ Seasonal Vaccination Intentions And Behaviors, Kelly S. Clemens, John Matkovic

Faculty Publications – Health Sciences

Objective
Vaccination is crucial to college student health, but quantitative analyses of barriers in this population are limited. The present study expands the work of Su and Chen to determine the relative influence of structural, psychological, and social vaccination barriers.

Participants
Participants were 650 students from a large, midwestern university during the 2024 vaccination season.

Methods
Participants were recruited from a college campus and randomized to respond to items assessing their barriers to, intentions to receive, and uptake of the COVID-19 or influenza vaccination.

Results
Structural, psychological, and social barriers were differentially important to vaccinations and to intentions vs. uptake …

Sugar Consumption In Aboriginal Children Explored From A Social Practice Perspective, Amy Budrikis, Angela Durey, Dan Mcaullay, Paul Ward, Hanny Calache, Thierry Ng, Roma Winmar, Linda Slack-Smith

Research outputs 2022 to 2026

Australian Aboriginal children have higher sugar intake and are disproportionately affected by sugar-related diseases such as obesity, diabetes and dental caries than non-Aboriginal children. The intention of this paper was to highlight the need for approaches that can capture the complexity of health practices without reducing them to either individual choice or structural determination. We explore sugar consumption in Aboriginal children from a social practice perspective. Here, the unit of analysis is the practice, not the individual, where the elements of a social practice (competence, materials and meanings) are integrated into its performance. We conducted qualitative research using elements of …

Longitudinal Prediction Of Bmi Using Explainable Ai: Integrating Polygenic Scores, Maternal, Early-Life And Familial Factors, Fuling Chen, Phillip E. Melton, Kevin Vinsen, Trevor Mori, Lawrence Beilin, Rae Chi Huang

Research outputs 2022 to 2026

Background/objectives: This study aimed to predict body mass index (BMI) trajectories from childhood to early adulthood using explainable artificial intelligence, integrating adult BMI polygenic scores (PGS), maternal, early-life, and familial factors to identify key predictors of obesity risk and inform prevention strategies. Subjects/methods: We analyzed longitudinal data from the Raine Study Gen2 cohort, recruiting 2868 participants. This observational study, without randomization or case-control design, collected BMI measurements at ages 8, 10, 14, 17, 20, 23, and 27 years. We applied Kolmogorov–Arnold Networks (KAN) alongside conventional machine learning models, integrating epidemiological variables (maternal and paternal anthropometrics, parental education, early-life skinfold measurements) …

Sexuality Education In An Age Of Resistance: Reflections At The Nexus Of Education, Health And Rights, Sarah Vrankovich, Katrina Marson, Giselle Woodley, Jordina Quain, Hanna Saltis

Research outputs 2022 to 2026

Comprehensive sexuality education (CSE) is internationally recognised as essential to public health and young people’s rights. Yet its implementation in Australia and globally is increasingly undermined by conservative backlash, moral panic and political interference. This paper offers a critical reflection on the current landscape of CSE, drawing on insights from a panel discussion at the 2025 World Association for Sexual Health congress, and collaborative analysis. As early-career researchers, sexologists and practitioners working across education, communications, public health and sexual violence prevention, we utilise our collective experience to examine how various influences shape and constrain the delivery of CSE. We map …

Implementation Strategies For Evidence-Based Healthcare Interventions In Rural And Remote Settings: A Scoping Review, Anna Chapman, Cadeyrn J. Gaskin, Hannah Beks, Charlene Wright, Skye Marshall, Elizabeth A. Johnston, Rebecca J. Bergin, Sharina Riva, Fiona Crawford-Williams, Camille E. Short, Nicole Kiss, Sze Lin Yoong, Nicolas H. Hart, Anna Wong Shee, Helena Rodi, Hannah Jongebloed, Anna Ugalde

Research outputs 2022 to 2026

Globally, people living in rural and remote areas experience poorer healthcare access and outcomes than urban populations. Applying implementation strategies that support the translation of evidence-based healthcare interventions may help reduce these inequities; however, real-world implementation is complex, and it remains unclear how strategies are applied and tailored to rural and remote contexts. This scoping review synthesised evidence on implementation strategies for healthcare interventions in rural and remote settings of high-income countries. Five databases (Ovid MEDLINE, Embase, Cochrane CENTRAL, CINAHL, Web of Science) were searched for peer-reviewed studies published between 1/1/2000 and 25/10/2024. Extracted data were synthesised using a descriptive …

The Best Practice Guide For Early Childhood Education And Care Food Environment: Module 3: Food Education (Version 1.0), Ros Sambell, Connie N. Ihlein, Audrey Elford, Lochie Clark, Amanda Devine, Helen Alexiou, Lennie Barblett, Fiona Champion, Penelope Clark, Kathy Cologon, Wendy Cook, Katie Dix, Leanne Elliston, Amanda Ferguson, Ricky Gelman, Jodie Gray, Natalie Gulberti, Debbie Jordan, Karen Krist, Deana Leahy, Stacey Mckenzie, Sandra Murphy, Merryn Netting, Ciara O’Flaherty, Asha Rojahn, Blake Stewart, Aimee Sullivan, Suzanne Tamone, Henry Tan, Sandra Vale, Danielle Waterson, Jill Whelan

Research outputs 2022 to 2026

Food education (FE) in early learning settings is more than cooking – it is an opportunity to experience food in ways that include cooking but go far beyond. Food education gives children the opportunity for exploration, experimentation, learning, teamwork, skill building and much more. At the same time, services must balance safety, regulatory requirements, diverse developmental and cultural needs, family expectations and practical constraints such as time and staffing.

The FE module has been developed to support Early Childhood Education and Care settings (ECEC), for children from birth to 5 years, to create food experiences that are safe, engaging, inclusive …

The Effect Of The Affordable Care Act Medicaid Expansion On The Risk Of Hospital Closure And Adolescent Hpv Immunization In Rural Counties, Juliette Des Rosiers

Scripps Senior Theses

From 2005 to 2025, over 200 rural hospitals shut their doors, often citing increased operational costs, staffing shortages, low patient volume, regulatory barriers, financial challenges exacerbated by the COVID-19 pandemic, and uncompensated care as common contributors to the closures. Rural patients are often referred by their primary care physician to a hospital for regular immunizations, since smaller clinics have less capacity to provide immunizations due to a shortage of pediatricians and limited vaccine stock. A crucial vaccine that is not required by schools and underutilized in rural areas is that against human papillomavirus (HPV), a virus that infects cutaneous and …

Parental Psychological Distress And Perceived Child Externalizing Behaviors: Examining Mediators And Bidirectional Effects, Abigail J. Anderson, Christina M. Rodriguez, James M. Henson

Psychology Faculty Publications

Parental psychological distress is a commonly examined risk factor for the emergence of child problem behaviors, but the factors that contribute to that relationship—such as limited parental resources like greater social support and coping skills—have not been adequately explored, particularly with attention to potential bidirectional relations that incorporate child evocative effects. The current longitudinal study examined maternal and paternal psychological distress in relation to perceived child externalizing behaviors, considering parental resources as mediators within a bidirectional model. The sample included a racially and socioeconomically diverse group of 201 primiparous mothers and 151 fathers. Mothers and fathers reported their current psychological …

Development Of A Semi-Mechanistic Population Pharmacokinetic Model For Predicting Tenofovir Disoproxil Fumarate And Tenofovir Alafenamide Exposure In Plasma And Cellular Matrices During Pregnancy And Postpartum, Yifan Yu, Kristina M. Brooks, Gustavo F. Doncel, Brookie M. Best, Mark A. Marzinke, Mark Mirochnick, Peter Anderson, Landon Myer, Connie Celum, Renee Heffron, Jenell Coleman, Dvora Joseph Davey, Craig W. Hendrix, Jeremiah D. Momper, Robert Bies, Rachel K. Scott

CONRAD Publications

Background and Objective

Tenofovir (TFV)-based regimens are backbones of both HIV treatment and pre-exposure prophylaxis during pregnancy. Multiple studies have shown up to one-third decreases in dried blood spot tenofovir-diphosphate concentrations during pregnancy among participants taking tenofovir disoproxil fumarate (TDF). Currently, there are no mechanism-based models describing the pharmacokinetics of tenofovir diphosphate (the active anabolite) in peripheral blood mononuclear cells (PBMCs) of pregnant individuals receiving TDF or tenofovir alafenamide (TAF), and the mechanisms behind observed differences between dried blood spots and PBMCs remain unclear.

Methods

To address this gap, we developed a semi-mechanistic model to simultaneously describe the pharmacokinetics of …

Artificial Intelligence And Machine Learning In Smart Vaginal Formulation Development, Deborah A. Ogundemuren, Vivek Agrahari, Andrew P. Wong, Carolina Herrera, Margaret O. Ilomuanya, Gustavo F. Doncel

CONRAD Publications

Vaginal drug delivery in women's health remains underutilized and insufficiently studied, largely due to the complexity and dynamic nature of the vaginal microenvironment. Variations in vaginal pH, hormonal levels, and microbiota composition introduce significant biological variability, complicating formulation design and contributing to inconsistent therapeutic outcomes and poor patient adherence. Conventional vaginal formulations often fail to account for these individual differences, highlighting the need for more adaptive and predictive approaches. Emerging advances in artificial intelligence (AI) and machine learning (ML) offer promising strategies to address these challenges by enabling multi-parameter, data-driven formulation development that explicitly considers biological variability. Despite their transformative …

Micrornas Regulated By Pregnancy Target Antiviral And Cancer Immunity Overlapping With The Hiv Interactome, Paula F. T. Cezar-De-Mello, Jonathan M. Dreyfuss, Pai-Lien Chen, Hidemi Yamamoto, Xiaoming Gao, Hui Pan, Charles Morrison, Gustavo F. Doncel, Robert L. Barbieri, Raina N. Fichorova

CONRAD Publications

Innate immunity predictors of HIV-1 risk and pathogenesis vary with reproductive hormones, pregnancy, and lactation, yet the underlying mechanisms remain unclear. We hypothesized that pregnancy-associated physiological adaptations alter systemic microRNA (miRNA) expression, thereby regulating immunity, pathogenesis and susceptibility to infection. We analyzed 174 serum samples from 88 participants in a longitudinal cohort from Uganda and Zimbabwe across pre-pregnancy (PP), pregnancy (P), and postpartum breastfeeding (BF). Cell-free peripheral blood miRNAs (n = 2083) were profiled using HTG EdgeSeq. Pregnancy-specific miRNAs were identified by intersecting differentially expressed (DE) miRNAs from P vs. PP and P vs. BF comparisons. miRNA targets and pathways …

Una Nueva Herramienta Para Estimar El Volumen Muscular Independientemente De La Edad, El Sexo Y El Nivel De Actividad Física, José J. Rivera-Sánchez, Laura P. Burgos-Morelos, Daniel Castillo-Castillo, Gerardo Méndez-Suárez, Juan C. Lopez-Alvarenga, Damián Carrillo-Ruíz

School of Medicine Publications

Antecedentes: Actualmente, la evaluación del volumen muscular requiere técnicas invasivas o de imagen, lo que aumenta los costos y retrasa la evaluación, y las mediciones antropométricas con frecuencia son inexactas.

Objetivo: Desarrollar una fórmula matemática para estimar el volumen del cuádriceps.

Material y métodos: Se evaluaron 127 sujetos: 40 adultos sedentarios de 20 a 35 años, 47 atletas adultos de 20 a 45 años y 40 adultos sedentarios de 70 a 94 años. Se dividieron en grupos de desarrollo y de validación. Se realizaron mediciones de variables antropométricas y fuerza de agarre, y se desarrolló la fórmula de predicción del …

Accuracy Of The Phenotypic 1g Test To Detect Mycobacterium Tuberculosis And Drug Resistance From Sputa In The Us-Mexico Border, Mia Aguirre, Doris Ayala, Juan Ignacio Garcia, Yoscelina Estrella Martinez-Lopez, Amberlee Hicks, Nadine M. Chacon, Ashley Gay-Cobb, Alyssa Schami, Selena Zavala-Perez, Blanca I. Restrepo

School of Medicine Publications

Background: With >10 million new tuberculosis (TB) cases/year, a limitation to TB control is the lack of simple and accurate tests for TB diagnosis and drug-susceptibility testing (DST) in endemic regions. We evaluated the accuracy of the first-generation, low-complexity phenotypic TB test (1G test), designed for simultaneous Mtb detection and resistance to isoniazid, rifampicin and moxifloxacin, suitable for resource-limited settings.

Methods: A cross-sectional study was conducted using sputa from 426 possible pulmonary TB subjects from two small Mexican cities bordering Texas. The 1G test was compared against phenotypic TB detection tests in the region [acid fast bacilli smear microscopy and …

Prenatal Exposure To Nicotine And Postpartum Depression: A Systematic Review And Meta-Analysis, Reem Sharaf-Alddin, May Salama, Denise Mckinney, George Saade, Qi Zhang

Health Behavior, Policy & Management Faculty Publications

Purpose: Postpartum Depression (PPD) is the most common mental health complication of childbirth, and has short-term and long-term consequences for mother, child, and the entire family. PPD is a function of several factors. Prenatal exposure to nicotine (PEN) by Active Tobacco Smoking (ATS), Secondhand Smoking (SHS), or Electronic Nicotine Products (ENPs) is a major potential risk factor. This systematic review and meta-analysis aim to summarize and evaluate all evidence regarding the association between PEN and PPD.

Methods: We searched the following databases, PubMed, Medline, Cochrane, EMBASE, and CINHAL, for studies published between Jan.1st ,2000&Sep.19th ,2024, with the outcome PPD. Studies …

Promoting The Concept Healthy Ageing For Use In Gerontological Health And Social Care Policy And Practice, Claire Donnellan

Research outputs 2022 to 2026

Aims: The concept of healthy or successful ageing dates back to the 1960s, where its goal is more realistic in today's ageing society as a result of effective interventions to control and reduce disability and health risks. The aim of this paper is to outline the importance of defining ageing, the semantics and indicators used, and to identify common challenges for health professionals' understanding and application of a healthy ageing approach in their everyday clinical practice. Design and Methods: This discursive paper demonstrates how realistic ageing indicators are for highlighting the variation and impact of challenges associated with ageing. It …

Teledentistry: A Path To Minimize Emergency Department Dependency For Dental Issues, Aishwarya Joshi

Graduate Studies Theses and Dissertations 2026

Teledentistry has been promoted as a strategy to minimize emergency department (ED) visits for non-traumatic dental conditions (NTDCs). However, it remains unclear whether structural readiness or temporary policy expansion drives sustained reductions in reliance on the ED. This study integrates Andersen’s Behavioral Model of Health Services Use and Diffusion of Innovation (DOI) theory to examine determinants of Medicaid NTDC ED utilization and Tele-dentistry adoption.

Andersen’s model posits that utilization is shaped by predisposing, enabling, and need factors, whereas DOI theory emphasizes structural attributes that influence adoption, including relative advantage, compatibility, complexity, trialability, and observability. Combining these frameworks allows for a …

Bridging The Gap: How Sociodemographic Factors Shape Adults’ Decisions To Pursue Hearing Aids, Logan Lorié

Graduate Studies Theses and Dissertations 2026

Despite hearing aids becoming more accessible to adults with hearing loss, hearing aid uptake rates remain low, partly due to sociodemographic factors that influence an adults’ decision to pursue amplification. This study systematically reviewed research on how sociodemographic factors – to include age, gender, socioeconomic status, education level, race/ethnicity, and military status – contribute to the decision-making process. This review guided an analysis of these variables using the National Health and Nutrition Examination Survey (NHANES), a large public health database. To ensure enough hearing aid users were included in the analysis, NHANES data were combined across survey cycles from 1999 …

Puff, Puff, Pass? Examining Cannabis Use Among Black American Adults, Christopher B. Walker

Graduate Studies Theses and Dissertations 2026

In the United States, cannabis has become one of the most widely used controlled substances due to its increase in social acceptance, the growing number of states legalizing it for medical and non-medical purposes, and the expansion of consumption methods.  However, little is known about the modes of cannabis use chosen by Black American adults.  This population is of importance due to existing research suggesting their increased risk of developing cannabis use disorder compared to their White counterparts and their underrepresentation in existing literature.  The goal of this study is to examine cannabis use among Black adults in the U.S., …

Examining Patient Safety Culture Trends In U.S. Healthcare Through A Multi-Year Analysis, Hassan Alabdullah

Graduate Studies Theses and Dissertations 2026

Patient Safety Culture (PSC) is recognized as a cornerstone of healthcare quality and a key determinant of patient outcomes. Despite the Institute of Medicine’s early calls to establish safety-oriented systems, evidence on the long-term stability of PSC in U.S. hospitals has remained limited. This dissertation addresses this gap through a multi-year evaluation of PSC using the Hospital Survey on Patient Safety Culture (HSOPSC v1.0) and advanced statistical methods. Drawing on one of the largest national datasets—comprising over 993,000 healthcare providers from 1,601 U.S. hospitals across three survey cycles (2013–2020)—the study employed a longitudinal repeated cross-sectional design. Analyses combined descriptive statistics, …

Associations Between Modifiable Lifestyle Risk Factors And Abdominal Aortic Calcification In The Uk Biobank Imaging Study, Nicola P. Bondonno, Abadi K. Gebre, Benjamin H. Parmenter, Jonathan Hodgson, Lauren C. Blekkenhorst, Catherine P. Bondonno, Richard Woodman, John P. Kemp, James Webster, Carl Schultz, Cassandra Smith, Afsah Saleem, Syed Zulqarnain Gilani, Emma L. Duncan, Joseph Hung, Wai H. Lim, Parminder Raina, John T. Schousboe, Nicholas C. Harvey, Marc Sim, Joshua R. Lewis

Research outputs 2022 to 2026

Background and aims: Abdominal aortic calcification (AAC) reflects subclinical atherosclerotic cardiovascular disease (ASCVD), but its lifestyle determinants remain uncertain. We investigated how a Healthy Lifestyle Score (HLS) relates to AAC and whether AAC mediates the HLS-ASCVD association. Methods and results: Participants from the UK Biobank Imaging study were assessed for AAC from DXA images. A Healthy Lifestyle Score (HLS), based on smoking, physical activity, diet quality, alcohol consumption, sleep, and BMI was developed, and categorised as low, moderate and high. Cross-sectional associations with (i) any AAC (AAC≥1) and (ii) high AAC (AAC≥6) were analysed using multivariable-adjusted logistic regression models. The …

Participatory Development Of Innovation And Implementation Strategy: An Action-Oriented Approach, Miae Lee, Lesley A. Anderson, Emilia Piltonen, Abha Maheshwari, Julian Griffin, Seshadri S. Vasan

Research outputs 2022 to 2026

Background: Healthcare and academic institutions face growing challenges in strategic planning due to rapid advances in medicine and technology, alongside fiscal and workforce constraints that limit traditional consultation. Participatory approaches offer a way to integrate diverse stakeholder perspectives under these constraints, generating contextually relevant strategies that can indicate whether current directions are appropriate or whether priorities have been overlooked.

Methods: A structured, time-limited participatory workshop was conducted at the 10th Grampian Research Conference (June 2025), that brought together National Health Service (NHS) staff, academia, industry and patients and public communities. Participants engaged in 14 parallel roundtable discussions, with contributions captured …

A Scoping Review To Conceptualize Social Privilege For Studying Patients' Health Outcomes And Health Disparities, Elizabeth A. Brown, Priyanka Patel, Esther May B. Sarino, Vladimir Markovic, Carles Muntaner

Health Behavior, Policy & Management Faculty Publications

Background

The continued reliance on single-category self-reported demographic data (e.g., race/ethnicity) reflects conceptual limitations that hinder the study and understanding of health outcomes research. There is a pressing need for more precise measures of social privilege that conceptualize privilege and oppression while enabling the examination of their effects on health outcomes in the United States (US) healthcare system.

Objective

The purpose of this scoping review was to review the literature, determine how researchers have measured aspects of privilege and oppression, and develop a conceptual framework to study patients' social privilege in the US healthcare system and public health research.

Methods …

Large Language Model-Assisted Research Question Development In Public Health: A Case Study In The Special Supplemental Nutrition Program For Women, Infants, And Children (Wic), Qi Zhang, Bidusha Neupane, Priyanka Patel, Futun N. Alkhalifah, Yi He, Leslie Hodges

Health Behavior, Policy & Management Faculty Publications

Objective:

To assess the feasibility of using large language models (LLMs) to develop research questions about changes to the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) food packages.

Design:

We conducted a controlled experiment using ChatGPT-4 and its plugin, MixerBox Scholarly, to generate research questions based on a section of the USDA summary of the final public comments on the WIC revision. Five questions weekly for three weeks were generated using LLMs under two conditions: fed with or without relevant literature. The experiment generated 90 questions, which were evaluated using the FINER criteria (Feasibility, Innovation, Novelty, Ethics, …