Medicine and Health Sciences Commons^™

“Promoting Safe Firearm Storage Through Media-Based Interventions”, Abigali Bordelon

2025 Honors Symposium

Although often underrepresented in public discussions of gun violence in the United States, unintentional pediatric shootings contributed to the ongoing gun violence endemic. These shootings routinely share characteristics which make them an ideal target for public health and injury prevention efforts. As individual's often learn about unintentional pediatric shootings and form opinions based on media reports of these incidents, it is crucial that we explore how the mainstream media is framing these events and what must be changed in order to better support prevention efforts. This project examines safe firearm storage patterns and attitudes within the U.S. and mainstream media …

Developing A Simplified Method Of Measuring Ultrafine Particulate Matter Dose Concentrations For Diesel Emissions, Nafisat Ohunene Isa

Graduate Theses, Dissertations, and Problem Reports (ETD)

Abstract

Developing a Simplified Method of Measuring Ultrafine Particulate Matter Dose

Concentrations for Diesel Emissions

Ultra-fine particulate matter (UFP), particularly from diesel emissions, poses significant health and environmental risks due to its small size and potential to penetrate deep into the respiratory system. Accurate measurement of UFP concentrations is essential for assessing exposure and mitigating health impacts. However, current methods for measuring UFP can be complex, time-consuming, and costly. This study aims to develop a simplified method for efficiently measuring UFP concentrations from diesel emissions, which will enable easier and more widespread monitoring of air quality and public health impacts. …

Newsletter From The Committee On The Status Of Women In The Economics Profession, Linda Tesar, Caitlin Myers, Sarah Baird, Sarah Hamersma, Kelly Jones, Kosali Simon, Jialan Wang

Global Health Faculty Publications

No abstract provided.

Comparison Of Dynamic Mode Decomposition With Other Data-Driven Models For Lung Cancer Incidence Rate Prediction, L. Raymond Guo, Jifu Tan, M. Courtney Hughes

Faculty Articles, Papers, and Other Scholarship

Introduction: Public health data analysis is critical to understanding disease trends. Existing analysis methods struggle with the complexity of public health data, which includes both location and time factors. Machine learning offers powerful tools but can be computationally expensive and require specialized knowledge. Dynamic mode decomposition (DMD) is an alternative that offers efficient analysis with fewer resources. This study explores applying DMD in public health using lung cancer data and compares it with other machine learning models.

Methods: We analyzed lung cancer incidence data (2000–2021) from 1,013 US counties. Machine learning models (random forest, gradient boosting machine, support vector machine) …

Mercury Concentrations, Health, And Marine Food Consumption Across Four Eastern Caribbean Populations: Insights From A Novel Community-Based Study, Russell Fielding, Catherine Brown, Jessica Dutton, Martin S. Forde, Heather Harewood, Lisa Hunt, Catherine Macdonald, Cameron Mewhirter, Vincent Reid, Madison Smith, Holly Taylor, Katelyn Zimmerman

Gulf and Caribbean Research

Mercury (Hg), as an environmental pollutant, can have harmful effects on human health. A common way that people are exposed to Hg is through seafood consumption. This project was designed to investigate Hg exposure through seafood consumption and its health effects among adults in 4 Caribbean countries: Barbados (n = 117), Grenada (n = 90), St. Lucia (n = 126), and St. Vincent & the Grenadines (n = 77). We applied a novel, community—based method, which involved recruiting and paying local barbers and hairstylists to collect hair samples from their clients who consented to join the project as participants. Participants …

A Systematic Review And Evaluation Of The Tools Measuring Work-Related Psychosocial Factors In Prospective Research On Sickness Absence Of Health Care Workers, Laurent Corthésy-Blondin, Simona Margheritti, Samantha Vila Masse, Andrea Gragnano, Alessia Negrini

Revues de littérature, synthèses de connaissances

Purpose:

This systematic literature review aims to list the validated tools measuring work-related psychosocial factors (WRPFs) influence health care workers’ (HCWs) sickness absence (SA), and to evaluate their psychometric and practical properties.

Methods:

Using the PsycINFO, Medline, and Web of Science databases, the search targeted prospective studies on WRPFs and SA in HCWs published between 2012 and 2023. The validated, self-report tools that measured WRPFs and that yielded at least one significant predictor of SA in HCWs were identified. An evaluation of the psychometric and practical properties was performed.

Results:

Based on inclusion criteria, three prospective studies on HCWs were …

Multidisciplinary Lethal Means Safety Counseling Design And Implementation: Training And Identifying Barriers In A Children's Hospital, Cassandra L. Stegall, Brendon Carnell, Jaime M. Golden, Rupa Kapoor, John H. Fanton, Paul C. Mullan, Alexandra P. Leader

Department of Pediatrics Faculty Publications

Background

Access to lethal means contributes significantly to suicide completion. Lethal means safety counseling (LMSC) is an injury prevention strategy to limit access to firearms, medications, and other means of injury. Not previously evaluated in the trauma setting, this study aims to design and implement a standardized LMSC protocol for pediatric patient discharge education in emergency (ED), trauma, and inpatient psychiatry settings.

Methods

A single-center quality improvement study at an academic pediatric urban tertiary Level-one trauma center was performed from July 2023 to February 2024. Protocol was implemented for pediatric patients discharged from three departments: ED, surgery trauma service, and …

Predicting Mental Health Disparities Using Machine Learning For African Americans In Southeastern Virginia, Ismail El Moudden, Michael C. Bittner, Matvey V. Karpov, Isaac O. Osunmakinde, Akosua Acheamponmaa, Breshell J. Nevels, Mamadou T. Mbaye, Tonya L. Fields, Karthiga Jordan, Messaoud Bahoura

Department of Obstetrics & Gynecology Faculty Publications

This study examined mental health disparities among African Americans using AI and machine learning for outcome prediction. Analyzing data from African American adults (18–85) in Southeastern Virginia (2016–2020), we found Mood Affective Disorders were most prevalent (41.66%), followed by Schizophrenia Spectrum and Other Psychotic Disorders. Females predominantly experienced mood disorders, with patient ages typically ranging from late thirties to mid-forties. Medicare coverage was notably high among schizophrenia patients, while emergency admissions and comorbidities significantly impacted total healthcare charges. Machine learning models, including gradient boosting, random forest, neural networks, logistic regression, and Naive Bayes, were validated through 100 repeated 5-fold cross-validations. …

The Association Between Pain Sensitivity And Low Energy Availability, Sleep, Mental Health, And Stress In Female Endurance Athletes, Taylor R. Moler

Honors Undergraduate Theses

The disruption of certain physiological functions due to low energy availability (LEA) in female endurance athletes is a prominent concern. This condition resulting from LEA has been described as Relative Energy Deficiency in Sport (RED-S), which can include alterations in metabolism, menstrual function, bone deposition and resorption, mental well-being, and more. The goal of this study was to determine whether pain sensitivity was associated with LEA, sleep, mental health, and stress in female endurance athletes. Participants completed a demographic survey, the Low Energy Availability in Females Questionnaire (LEAF-Q), the Pittsburgh Sleep Quality Index (PSQI), the Patient Health Questionnaire (PHQ-4), and …

Navigating The Intersections: Immigration, Diversity Of The Workforce, Precarious Work, And Vulnerabilities In Occupational Safety And Health, Daniel Côté, Jessica Dubé

Éditoriaux, lettres à l'éditeur

Dans un contexte de mondialisation croissante, la migration est une réalité incontournable qui expose les travailleurs migrants et autochtones à des conditions précaires et à des vulnérabilités accrues en matière de santé et sécurité du travail (SST). Les formes d’emploi précaires – contrats temporaires, travail à temps partiel ou informel – touchent de manière disproportionnée ces travailleurs, limitant leur accès aux droits et protections. Les travailleurs autochtones, particulièrement en milieu rural et dans des secteurs à risque, font face à des défis similaires en raison de marginalisations historiques et structurelles.

Ce texte présente les cinq articles de la section spéciale …

Associations Between Perceived Discrimination And Sleep Health: Results From The Future Of Families And Child Wellbeing Young Adult Sleep Study, Angel I.M. Collie, Adwoa Dadzie, David A. Reichenberger, Lindsay A. Master, Gina M. Mathew, Lauren E. Hale, Anne-Marie Chang, Orfeu M. Buston

Department of Preventive Medicine Faculty Publications

Objectives. We investigated cross-sectional associations between perceived discrimination and actigraphic sleep health among young adults.

Methods. Data from the age 22 wave (mean±SD age=22.1±0.4 years) of the Future of Families and Child Wellbeing Young Adult Sleep Study, a national birth cohort originally drawn from 20 U.S. cities, included young adults (n=334; 68.9% Black, 14.7% Hispanic/Latino) who self-reported experiences of discrimination. Wrist-worn actigraphy was collected across ~2 weeks from 2020-2024 and measures included sleep duration, onset, midpoint, maintenance efficiency (SMeff), and wake after sleep onset (WASO). Multiple linear regression models examined the association between experiencing a specific type of …

Association Between Rurality And Race/Ethnicity And Pediatric Cancer Early Mortality: A Population-Based Cohort Study Using Seer Data From 2000 To 2021, Kiersten Preuss, Emma Hymel, Melissa Acquazzino, Shinobu Watanabe-Galloway

Journal Articles: Epidemiology

BACKGROUND: Pediatric cancer mortality rates have steadily declined since 2009, but over a thousand deaths still occur annually. While existing research highlights the effects of race/ethnicity and rurality on overall survival, few studies have specifically analyzed these factors in relation to early mortality, defined as death within 12 months of diagnosis.

PROCEDURE: This study utilized SEER Research Plus Limited-Field Data (2000-2021) to examine the association between race/ethnicity, rurality, and early mortality in pediatric cancer patients. A cohort of 138,648 individuals was analyzed using Cox proportional hazards regression models to calculate hazard ratios and 95% confidence intervals (CIs).

RESULTS: The results …

Integrating Human And Animal Health In The Stop Spillover Outbreak Scenarios, Kathleen E. Angell, He Julia Bai, Katherine C. Prager, Janetrix H. Amuguni, Felicia B. Nutter, Jonathan D. Gass Jr, David Brett-Major

Journal Articles: Epidemiology

OBJECTIVES: To generate and employ scenarios of sentinel human and animal outbreak cases in local contexts that integrate human and animal health interests and practices and facilitate outbreak risk management readiness.

METHODS: We conducted a scoping review of past outbreaks and the strengths and weaknesses of response efforts in USAID STOP Spillover program countries. This information and iterative query-and-response with country teams and local stakeholders led to curated outbreak scenarios emphasizing One Health human:animal interfaces at sub-national levels.

RESULTS: Two core scenarios were generated adapted to each of 4 countries’ pathogen priorities and workflows in Africa and Asia, anchoring on …

Schistosoma Haematobium Infection And Associated Risk Factors Among Pre-School Age Children In Gambella, Ethiopia, Tigist Mohammed, Abraham Degarege, Mulugeta Aemero, Abebe Animut, Yohannes Negash, Yirgalem Gebrehiwot, Berhanu Erko

Journal Articles: Epidemiology

Background

Method

The Female Brain Health And Endocrine Research In Africa Study (Fember-Africa): Identifying Endocrinological, Lifestyle, Psychosocial And Socio-Cultural Targets For Alzheimer’S Disease Prevention In Women Of African Ancestry, Chinedu Momoh, Rachel Maina, Edna Bosire, Linda Khakali, Sarah Gregory, Karen Blackmon, Thomas Thesen, Samuel Gitau, Anne Njogu, Cynthia Smith, Sylvia Mbugua, Sheila Waa, Jasmit Shah, Kendi Muchungi, Zul Merali

Brain and Mind Institute

Background The Global Dementia Action Plan 2017-2025 specifies key targets, with an emphasis on building research infrastructure and capability across the Global South. However, to date, only 0.1% of total research in Africa constitutes dementia research, the lowest volume of all LMIC regions. Several biomarker and risk models of the preclinical and prodromal stages of Alzheimer’s disease (AD) are proposed as optimal junctures for disease prevention, yet they ignore the influence of biological sex/gender on cognitive and disease processes, despite female sex/gender constituting a major AD modifier. Similarly, the application of these models in ethno-racial and culturally diverse cohorts is …

Detecting Sars-Cov-2 In Ct Scans Using Vision Transformer And Graph Neural Network, Kamorudeen Amuda, Almustapha Wakili, Tomilade Amoo, Lukman Agbetu, Qianlong Wang, Jinjuan Feng

Electrical & Computer Engineering Faculty Publications

The COVID-19 pandemic has presented significant challenges to global healthcare, bringing out the urgent need for reliable diagnostic tools. Computed Tomography (CT) scans have proven instrumental in detecting COVID-19-induced lung abnormalities. This study introduces Convolutional Neural Network, Graph Neural Network, and Vision Transformer (ViTGNN), an advanced hybrid model designed to enhance SARS-CoV-2 detection by combining Graph Neural Networks (GNNs) for feature extraction with Vision Transformers (ViTs) for classification. Using the strength of CNN and GNN to capture complex relational structures and the ViT capacity to classify global contexts, ViTGNN achieves a comprehensive representation of CT scan data. The model was …

How To Approach Medical Education Research, Stefanie Attardi, Jeff Cross, Sarah Lerchenfeldt

Books and Book Chapters

Medical education research blends two of the core functions of academic medicine: teaching and scholarship. Its value is increasingly recognized in promotion and tenure decisions, and in the number of funding sources available. Similar to other types of research, it starts with a well-crafted question and a thorough review of the literature. For a successful project, it is critical to select the research design that can best answer the research question, keeping in mind its advantages and limitations. Because the research design must also adhere to ethical principles, working closely with the local Institutional Review Board prior to starting the …

Exploring The Reassessment Of Palliative Home Care Clients: A Mixed Methods Study, Maya Canham

Theses and Dissertations (Comprehensive)

Introduction: The timely reassessment of clients receiving palliative home care (HC) is critical for supporting clinicians with care planning and service delivery. However, there is little information on the frequency of reassessments and factors driving reassessment in palliative HC clients.

Objectives: The objectives of this study were to: (i) determine the proportion of palliative HC clients reassessed with the interRAI Palliative Care (interRAI PC) instrument, (ii) calculate the average interRAI PC reassessment interval, (iii) identify the key factors driving interRAI PC reassessment at various intervals, and (iv) explore the factors that influence palliative HC clinicians to reassess their clients in …

Drone-Based Medication Delivery For Rural, Flood-Prone Coastal Cities, Yin-Hsuen Chen, Amro M. El-Adle, Kevin J. O'Brien, Taylor Wentworth, Heather G. Richter

Center for Geospatial Science, Education & Analytics Faculty Publications

Access to healthcare remains a critical challenge for rural populations, particularly in flood-prone coastal communities where transportation barriers limit access to essential medical services. This study evaluates the effectiveness of drone-based medication delivery in improving healthcare accessibility for vulnerable populations on Virginia’s Eastern Shore. Compared to traditional personal vehicle travel, drone delivery reduced trip times from up to 50 minutes to under 10 minutes for more than 80% of the population, including elderly patients. Using publicly available datasets, we developed two transportation vulnerability indices that incorporate age, travel time, and flood risk to prioritize patients for drone-based pharmaceutical delivery. These …

Development Of A Stress Response Framework For Understanding Sogie Refugee Health, Arooran Saravanan Ananthavel Murugan

Theses and Dissertations (Comprehensive)

As an increasing number of individuals flee persecution on the basis of sexual orientation and gender identity expression (SOGIE), Canada has become a prominent destination for SOGIE refugees. The chronic stressors encountered by this marginalized population remain insufficiently studied, particularly in relation to physical health outcomes. This qualitative study investigates the cumulative health impacts of chronic stress among SOGIE refugees through the application of a cell-to-society framework, underpinned by Minority Stress Theory (MST). The study seeks to develop a SOGIE-specific stress response framework that theorizes the processes by which social and environmental stressors become biologically embedded, thereby contributing to elevated …

Barriers To Postpartum Depression Treatment: Availability And Accessibility Of Maternal Behavioral Health-Inclusive Support Groups For Low-Income Populations, Radhika S. Venkatesan

Honors Undergraduate Theses

The maternal health crisis is a prevalent and concerning issue in the United States. The lack of efficient availability and accessibility to health care services plays a significant role in augmenting this problem. One health care service that is often understudied is support groups, for prevalent issues like postpartum depression. Considering the socioeconomic burdens of low-income mothers, this paper analyzed the accessibility and availability of maternal health support groups across counties in Florida, with varying amounts of individuals below the federal poverty level (%BPL). Essentially, Florida counties were divided into one of four categories depending on their %BPL. A Fisher’s …

Flipped Classroom Versus Lecture: A Quasi-Experimental Study Evaluating The Performance Of Dental Students.”, Manal Elhijazi, Ihsane Benyahya

Health Sciences

Background: The flipped classroom is an active pedagogical modality that improves learning, autonomy and critical thinking. This work aims to evaluate the impact of the flipped classroom on student performance compared to the lecture in a biomaterials course.

Material and methods:Second-year dental students were invited to participate voluntarily in this quasi-experimental study .Thus, they were divided into two groups: one group benefited́ from the flipped classroom while the control group attended the lecture. At the end of a formative evaluation for both groups, their average grades were compared using Student's test (significance threshold set at p

Results : …

Examining The Impact Of A Health Course On Lifelong Learner Attitudes Toward Psychedelic And Entheogenic Substances, Dustin B. Larrazolo

Cal Poly Humboldt theses and projects

This study examined the impact of a three-week Osher Lifelong Learning Institute (OLLI) health course, “Far Out” Medicine: The Science and History of Psychedelics, on midlife and older adult learners’ knowledge, attitudes, and perspectives regarding psychedelic and entheogenic substances. Eleven midlife and older adults (ages 40 - 80; M = 59.0, SD = 15.35) completed matched pre- and post-course surveys assessing demographic characteristics, factual knowledge, attitudes, personal willingness, and social or policy views. The sample was highly educated (1 associate, 5 bachelor’s, 3 master’s, and 2 doctoral degrees) and demonstrated strong internal consistency and response convergence across repeated measures. …

Editors’ State Of The Journal, Nancy E. Krusen, Stacy Smallfield, M Nicole Martino

Translational Science in Occupation

No abstract provided.

The Power Of Podcasting In Knowledge Translation For Occupational Therapy, Matthew C. Brandenburg

Translational Science in Occupation

No abstract provided.

Value Of Case Studies For Translating Evidence In Occupational Therapy: A New 3-Dimensional Model, George S. Tomlin, Bonnie Riley, Aimee Piller, Jessica Mchugh Conlin, Ashlea D. Cardin, Katrina M. Serwe, Deborah A. Dougherty

Translational Science in Occupation

Importance: Occupational therapy (OT) practitioners often address complex occupational performance needs of diverse consumers. Professional reasoning, theory, and trial and error interventions can be demonstrated in case studies. Case studies are usually relegated to the lowest level in evidence hierarchies. Yet they have a long tradition in health care literature, and may particularly document the holism, inclusivity, uniqueness, and complexity of OT practice.

Objective: To determine how case studies make a distinct contribution to professional knowledge, using a new model for categorizing them.

Evidence Review: 103 case studies published in AJOT from 1990-2023 were rated by the authors “1” or …

Gazing In The Mirror: Reflecting On Student Perspectives In Work-Integrated Learning In Healthcare Education, Cassidy P. Johnson, Simone C. Regnier, Leah M. Stade Otd, Mhptt, Otr/L

Translational Science in Occupation

Abstract: Student engagement is typically woven into the curriculum of healthcare education through hands-on experiences, lectures, discussions, active learning, and lab components. This engagement is critical to developing student confidence, efficacy, and esteem in important skills that will serve them as they enter their profession. In our doctoral program, we are allowed additional engagement opportunities, including belonging to a research project with professionals. Upon reflection, our experience on an interprofessional research team has helped to translate our classroom knowledge to research and professional practice skills.

Plain-Language Summary: This paper is a reflection on the value of adding work skills beyond …

Retrospective Chart Review Of The Acute Care Psychosocial Evaluation Process For Females Diagnosed With Breast Cancer, Kimberly Conrad, Lou Jensen, Shelley Ashcroft, Antoine Bailliard, Vanessa D. Jewell

Translational Science in Occupation

Background: A breast cancer diagnosis can significantly impact an individual’s quality of life. This retrospective chart review explored the occupational therapy evaluation process with female patients in an inpatient acute care hospital with a breast cancer diagnosis.

Methods: This descriptive retrospective chart review analyzed 134 occupational therapy evaluations of female patients with breast cancer admitted to a southeastern US academic medical center. Data were extracted and categorized using the Occupational Therapy Practice Framework.

Results: The most frequently administered assessments were non-standardized and the AM-PAC "6-Clicks." Documented short-term goals primarily focused on self-care (56.6%), gross motor skills (24.7%), and instrumental activities …

Perceptions And Barriers Of Vestibular Rehabilitation Among Occupational Therapy Practitioners, Rebecca Callais

Translational Science in Occupation

Background: Vestibular dysfunction affects 15-20% of adults annually, often impacting daily activities and quality of life (Neuhauser, 2016). While occupational therapists and occupational therapy assistants (OTs/OTAs) can address functional limitations caused by vestibular disorders, their role in vestibular rehabilitation (VR) is under-studied.

Objective: This study explored the competence and confidence of occupational therapy practitioners (OTP) in VR and identified barriers to implementation.

Methods: A cross-sectional survey was distributed to 532 OTP in the Gulf South region, with 79 responses received. The survey included questions on VR training, techniques used, barriers of implementation in practice, and educational supports. Quantitative data were …

Integration Of The Science Of Team Science (Scits) With Applied Healthcare Frameworks: Interprofessional Education Through A University-Based Head Injury Clinic, Part I: Theory, Emily Balog, Susan Paparella, Natalia Noce, Stephanie Hubbell, Kelly Pena

Translational Science in Occupation

Background: Wicked problems in healthcare, such as the complex health condition of head injury, demand interprofessional collaboration that transcends traditional disciplinary boundaries. These complex clinical challenges call for theoretical frameworks that integrate both disciplinary expertise and interdisciplinary processes.

Definitions and Concepts: Grounded in Repko and Szostak’s (2017) framework of interdisciplinary studies, this paper integrates the Science of Team Science (SciTS), the Interprofessional Education Collaborative (IPEC) competencies, and TeamSTEPPS® to construct a novel heuristic that informs the design of an interprofessional education (IPE) and practice model.

Relationships Between Concepts: We align SciTS’ four phases with IPEC and TeamSTEPPS® to enhance team-based …