Digital Commons Network^™

Vaccination Games Of Boundedly Rational Parents Toward New Childhood Immunization, Wei Yin, Martial L. Ndeffo-Mbah, Tamer Oraby

School of Mathematical & Statistical Sciences Faculty Publications

Infectious diseases harm societies through disease-induced morbidity, mortality, loss of productivity, and inequality. Thus, controlling and preventing them is critical for public health and societal well-being. However, societies can hinder efforts to control the spread of diseases by failing to adhere to public health recommendations, such as through vaccine hesitancy. Various disease-transmission models have been utilized to help policymakers respond to (re)emerging outbreaks. The usefulness of such models in assessing the effectiveness of public health policies is significantly dependent on human behavior. This paper introduces a new model of parental behavior toward a new childhood immunization. The model incorporates societal …

Improvements In The Thermal Stability And Mechanical Robustness Of Holograms Recorded In Acrylamide/Polyvinyl Alcohol-Based Photopolymers Through The Use Of D-Sorbitol As A Plasticizer, Michael Murray, Aaron Byrne, Izabela Naydenova, Suzanne Martin

Research Outputs: 2025-Present

In this work, a photopolymer formulation is presented that demonstrates significant improvements in layer hardness and temperature stability, while retaining the excellent holographic recording characteristics and ease of preparation associated with acrylamide (AA)/polyvinyl alcohol (PVA)-based photopolymers. This is achieved through the use of N-phenyl glycine as an electron donor and, for the first time, D-Sorbitol, a naturally occurring sugar-alcohol, as a plasticizer. The plasticizing effect of D-Sorbitol is demonstrated through the minimal loss of diffraction efficiency (η) observed upon UV bleaching (fixing) of 500 lines/mm gratings, which is evidence for effective mass transport during holographic recording. This solves a key …

Hybrid Deep Learning For Anti-Money Laundering: Unsupervised Detection Of Emerging Schemes Via Feature Fusion And Explainable Artificial Intelligence, Cosmas Ochieng Kungu, Kennedy Senagi, Evans Omondi

All Peer-Reviewed Publications

Traditional rule-based anti-money laundering (AML) transaction monitoring systems suffer from high false-positive rates and rigidity in detecting complex emerging risk. This limitation has prompted changes to the Financial Action Task Force (FATF) recommendation 16, mandating the use of advanced systems for detecting money laundering schemes in cross-border payments. This study developed a hybrid framework integrating VAE-learned behavioural latent factors, GNN-captured relational network signals, and rule-based heuristics for enhanced anomaly detection. The model was evaluated on 54,258 real-world cross-border transaction records from an East African commercial bank. The One-Class SVM, optimised via a rigorous grid search proved superior compared to Isolation …

An Evaluation Of Mupirocin Susceptibility Of Methicillin-Resistant Staphylococcus Aureusisolates At Lehigh Valley Health Network, Shreya Arora, Alex Benjamin Md, Amy Slenker Md

USF-LVHN SELECT

No abstract provided.

Mogad-Associated Optic Neuritis: Is It A Pain?, Anchal Shukla, Tejasvi Paturu, Amber Mcpherson, Raymond Schneider, Angela Aungst, Mitchelle Drucker, Natalie Moreo

USF-LVHN SELECT

No abstract provided.

“Winning Vision, Winning Health:” Enhancing Diabetic Eye Exam Access For Vulnerable Patients, Chloe Von Hoffmann, Orlando J. Penaloza Md, Facp

USF-LVHN SELECT

No abstract provided.

Documentation Of Patient Goals Of Treatment Is Lacking At Both Rural And Urban Hospitals, Anthony Schinelli, Jessica K. Eygnor Do, Jennifer Allen Md, William Carmichael, Katie Best Rn, David B. Burmeister Do, Facep, Cpe, Katelyn Mclain, Zhe Chen, Justin Stauffer Pa-C, Courtney Moore Md, David M. Richardson Md, Matthew Mccambridge Md, Marna R. Greenberg Do, Mph, Facep, Timothy J. Friel Md

USF-LVHN SELECT

No abstract provided.

A Case Series Of Hypokalemia And Hypertension In Pregnancy, Pooja Neerumalla, Sharon E. Maynard Md, Sejal Lakhani Do

USF-LVHN SELECT

No abstract provided.

Examining Psychosocial And Demographic Correlates Of Sleep Disturbances At A Home For Youth Experiencing Housing Instability, Elizabeth G Chiu, Alisa Vidwans, Amy B. Smith Phd

USF-LVHN SELECT

No abstract provided.

Identifying Underserved Locations For Strategic Expansion Of Access To Urologic Care In The Lehigh Valley, Grace Hollis, Angelo A. Baccala Md

USF-LVHN SELECT

No abstract provided.

Does Treating Iron Deficiency Decrease Disease Severity And Improve Functionality For Rheumatoid Arthritis Patients?, Xinyi Jing, Emily Coughlin, Marie S. O’Brien Do

USF-LVHN SELECT

No abstract provided.

Ulcerative Colitis Predominates, Yet Hepatic Progression Mirrors Crohn’S In Primary Sclerosing Cholangitis–Inflammatory Bowel Disease Overlap: A Tertiary Cohort Study, Sunny Kahlon, Megan Pearce, Donna Ortiz, Jennifer Seminerio

USF-LVHN SELECT

No abstract provided.

Preoperative Weight Loss Among Morbidly Obese Patients Undergoing Total Knee Arthroplasty: It May Not Affect Outcomes, Kiran Kittur, Jordan H. Larson, Christopher Leibold, Spencer Neaville, Richard J. Rivera, Brian Palumbo

USF-LVHN SELECT

No abstract provided.

Community-Based Programming And Ecological Resilience In Vulnerable Youth: A Mixed Methods Study, Alicia Mcvarnock, Leanna M. Closson, Meg Ternes, Nichole L. Cole

Journal of Youth Development

This exploratory sequential mixed-methods study aimed to provide a deeper understanding regarding ecological resilience theory among adolescents and emerging adults engaged in community-based programming. Phase 1 participants were 18 Leave Out Violence Nova Scotia Youth Leaders and alumni aged 16 to 31 (M_age = 24.28, SD = 3.75; n = 10 female). Semi-structured interviews were used to examine participants’ past and present experiences with Leave Out Violence Nova Scotia, with a focus on perceptions of resilience in their lives. Results were analyzed through mixed (inductive and deductive) thematic analysis. In Phase 2, a focus group assisted in developing a …

Institute For Global Health And Development : Issue 13 - March 2026, Institute For Global Health And Development

IGHD Newsletters

• Dr Jai Das Receives AKU Award For Excellence In Research
•  
• Cochrane Review On Umbilical Cord Antiseptics Highlights Impact On Newborn Survival
• Strong Representation And Awards At The 27th National Health Sciences Research Symposium
• Dr Bhavita Kumari Represents Ighd At International Public Health Conference
• IGHD Contributes To National Polio Strategy Discussions At Eoc Meetings
• IGHD Hosts HEC Delegation For Strategic Discussion On Collaborations In Nutrition, Climate Change Courses And Women In Science
• Podcast Panel Explores Gender Equity In Science And Technology
• IGHD Showcases Shapes Research At Heatnexus International Convening
• CERL and NRL Visit By AKU Dean Of Medicine
• Field Visit To …

The Supreme Court's Policy Favoring Arbitration And Its Limits, George A. Bermann

Faculty Scholarship

While the federal policy favoring arbitration is codified in the 1925 Federal Arbitration Act (FAA), the strength of that policy depends on the treatment that arbitration receives in federal courts and in the United States Supreme Court in particular.

Courts in all jurisdictions play an important role in fashioning the treatment of arbitration agreements, arbitral proceedings and arbitral awards. However, the judicial role in this regard is especially pronounced in the United States, in view of the problematic state of legislation on the subject. The federal legislation on arbitration is 100 years old and has never been meaningfully amended. The …

Automated Abdominal Aortic Calcification Scores And Atherosclerotic Cardiovascular Disease In The Uk Biobank Imaging Study, Marc Sim, James Webster, Cassandra Smith, Afsah Saleem, Syed Zulqarnain Gilani, Carlos J. Toro-Huamanchumo, David Suter, Gemma Figtree, Anne Karine Lagendijk, Emma L. Duncan, Carl Schultz, Pawel Szulc, Joseph Hung, Wai H. Lim, Parminder Raina, Nicola P. Bondonno, Richard Woodman, Jonathan M. Hodgson, Douglas P. Kiel, Richard L. Prince, William D. Leslie, John P. Kemp, Nicholas C. Harvey, John T. Schousboe, Joshua R. Lewis

Research outputs 2022 to 2026

Background: Abdominal aortic calcification (AAC) is a subclinical measure of atherosclerotic cardiovascular disease (ASCVD). AAC can be captured on lateral spine images obtained from bone density machines during routine osteoporosis screening. Identifying individuals with AAC provides a new opportunity to prevent disease progression. Objectives: The aim of the study was to externally validate a machine learning-derived AAC 24-point algorithm (ML-AAC24) with incident ASCVD. Methods: Middle-aged individuals from the UK Biobank Imaging Study with lateral spine images, obtained via dual-energy x-ray absorptiometry, were included. ML-AAC24 scores were grouped as low (<2), moderate (2 to <6), and high (≥6). Linked health records were used to identify ASCVD-associated events, including hospitalizations and death. Results: Among 53,611 participants (52% female; mean age 65 years), 78.2% had low, 16.4% had moderate, and 5.4% had high ML-AAC24. After excluding people with prevalent ASCVD or missing data, 1,163 (2.3%) of 50,923 people had an incident ASCVD event over a median follow-up of 4.1 [3.0-5.5] years. In age- and sex-adjusted analysis, compared to those with low ML-AAC24, those with moderate (HR: 1.80 [95% CI: 1.57-2.08]) and high ML-AAC24 (HR: 2.87 [95% CI: 2.39-3.44]) had a higher HR for incident ASCVD. Results remained comparable after adjustment for established ASCVD risk factors. Consistent patterns were observed when considering incident coronary artery disease, myocardial infarction, and stroke. Conclusions: Assessing ML-AAC24 on lateral spine images offers a new and promising screening method to identify people with higher risk of incident ASVD events.

March 2026, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

National Nutrition Month

Nutrition Tips for Bulldogs

Bulldog Resources

Simple Heart-Healthy Recipes for College Students

Necessity Or Preference? Navigating The Role Of Physical Presence In The Post-Pandemic Workplace, Shelby Wray

Cardozo Law Review

The COVID-19 pandemic fundamentally altered how society conceptualizes the spatial boundaries of the workplace, proving that businesses can operate effectively without requiring employees’ physical presence. As remote work gained legitimacy during the pandemic, longstanding assumptions about where jobs can be performed—and where legal protections apply—have come into question. In particular, the scope of the Americans with Disabilities Act (ADA) has become increasingly hazy, especially regarding when the ADA is triggered outside of the physical workplace.

Currently, there is a circuit split as to whether employees with disabilities are entitled to ADA protections for their commute to work. This Note addresses …

Design, Testing, And Safety Performance Of Movable Guardrail Systems: A Prisma-Based Systematic Review, Navid Hashemi Taba, Ahdieh Sadat Khatavakhotan, Majid Tolouei-Rad

Research outputs 2022 to 2026

Movable guardrail systems are increasingly used in work zones, reversible lanes, and temporary traffic operations; however, evidence on their crashworthiness, material performance, and operational reliability remains dispersed across multiple design typologies and regulatory frameworks. This PRISMA-compliant systematic review synthesizes 78 studies involving full-scale crash tests, validated finite-element simulations, field performance evaluations, and compliance evaluations under MASH, EN 1317, NCHRP 350, and AS/NZS 3845.1. The findings indicate that modular rigid barriers reliably achieve TL-3/TL-4 performance when joint alignment and foundation conditions are properly controlled; semi-rigid steel systems provide a practical balance between containment capacity and redeployability, but remain sensitive to post …

Can Legal Knowledge Save Lives? A Randomized Experiment In Preventive Health Screenings, Christopher Robertson, Wendy Netter Epstein

Faculty Scholarship

While the U.S. healthcare system typically imposes significant out-of-pocket costs, the Affordable Care Act (ACA) requires full insurance coverage for certain preventive health services (PHS), including cancer screenings, without cost-sharing. Despite this policy, one in four eligible Americans remains unscreened for breast, colorectal, and cervical cancer, which increases their risk of premature death. We hypothesize that a lack of awareness about the ACA’s free care requirement contributes to this gap and that explicitly informing patients could increase screening uptake. Additionally, we investigate whether prior experiences with medical debt deter individuals from seeking even cost-free care, reflecting a spillover effect of …

Automated Machine Learning For High-Resolution Daily And Hourly Methane Emission Mapping For Rice Paddies Over South Korea: Integrating Modis, Era5-Land, And Soil Data, Jiah Jang, Seung Hee Kim, Menas Kafatos, Jaeil Cho, Gayoung Yoo, Sujong Jeong, Yangwon Lee

Institute for ECHO Articles and Research

Agriculture is a major global source of methane (CH4), and accurate emission estimates are essential for refining national greenhouse gas inventories and supporting climate-resilient policies. This study develops a high-resolution estimation framework for CH4 emissions from Korean rice paddies by integrating multi-source datasets, including Moderate Resolution Imaging Spectroradiometer (MODIS) vegetation indices, European Centre for Medium-Range Weather Forecasts (ECMWF) Reanalysis Version 5 (ERA5)-Land meteorological variables, and Harmonized World Soil Database (HWSD) soil properties. Using CH4 flux observations from four global rice ecosystems (Italy, Japan, South Korea, and USA), we constructed parallel daily and hourly machine learning models using an automated machine …

Elevating The Underrepresented And Marginalized Using Experiences In Stem (Lumens): A Stem Diversity And Inclusion Initiative, Robert Cobb Jr, Paula E. Faulkner, Deiadra Modlin, Obinna Chiekezi, Victoria Cobbold, Madison Beaudoin

Journal of Research Initiatives

The study offered a 5-week summer immersion program to address the shortage of students from underrepresented populations enrolling in degree programs and seeking careers in science, technology, engineering, and mathematics (STEM). The study also addressed the importance of offering summer immersion programs to close the achievement gap. A quantitative descriptive design was used to gather data from participants related to STEM lessons during the program. Gender, grade level, and race served as the demographic variables. The study included 21 secondary students in grades 9–12. Pre- and post-tests assessed participants' knowledge gain regarding STEM lessons. Data analyzed with SPSS version 29 …

Theorizing The Potential Of Lo-Fi Music And Ai-Driven Innovations To Foster Academic Focus And Well-Being, Oksana Karapetian, Simone Elias, Linda Wilson-Jones

Journal of Research Initiatives

This conceptual paper examines the potential of lo-fi music as a tool for enhancing academic focus and well-being among students. Drawing from cognitive and psychological perspectives, as well as historical and educational frameworks, this study explores the implications of integrating lo-fi music into learning environments. Research suggests that background music can influence cognitive performance, memory retention, and emotional regulation (de Witte et al., 2019; Fancourt et al., 2016), making it a compelling subject for investigation. Additionally, advancements in Artificial Intelligence (AI), Generative Artificial Intelligence (GAI), and automation have introduced new possibilities for personalizing and optimizing background music in educational settings. …

My Schoolhouse Remains A Ghost Town: When The School Closes, The Block Dies, Sunni Ali

Journal of Research Initiatives

This conceptual essay examines the neoliberal policy forces driving widespread public school closures in urban communities across the United States. Drawing on scholarship in education policy, urban sociology, and community studies, the author argues that the closure of traditional public schools — accelerated by charter school expansion and accountability-driven federal policies such as No Child Left Behind and Race to the Top — has had devastating consequences for low-income communities of color. The essay explores how school closures erode neighborhood cohesion, dismantle civic anchors, and disproportionately burden students and families with the fewest school choice options. The author advocates for …

Women’S Agency And Pleasure (Wap): Toward A Black Feminist Theory Of Sexuality, Jelisa S. Clark, Erica Campbell

Journal of Research Initiatives

Black feminist theory has identified sexuality as a site of oppression for Black women, however, there has been limited attention to Black women’s pleasure. We suggest that WAP by Cardi B and Meg the Stallion provides a conceptual lens through which Black women's sexuality can be more humanely envisioned. WAP, in the tradition established by Black women in the blues, represents Black feminist theorizing about sexuality. Themes of Cultivating Community and Developing Voice through Self-Definition are central to discussions of Black women's pleasure. In this work, we bridge academic theorizing and Black women's cultural productions to reinvigorate Black feminist theorizing …

Marketing In Public Education: Proven Strategies And Common Implementation Barriers, Tanya Larkin, Neil Faulk, Clementine Msengi, Brett C. Welch, Thomas Harvey

Journal of Research Initiatives

This study investigated public-school superintendents' perceptions of the challenges and issues associated with implementing strategic marketing plans in the state of Texas. Guided interviews were conducted to determine the role of strategic marketing along with strategies and outcomes experienced because of past marketing efforts in Texas schools. Results indicated that school superintendents wanted and needed to know considerably more about strategic marketing in public schools. Superintendents also expressed strong desires to participate in and engage with marketing behaviors that were increasingly perceived as critical for communication and for maintaining and growing respective school districts. The study also identified strategies to …

Evolving Landscape Of Respiratory Infections And Amr In The Uae: A 12-Year Nationwide Study Of Regional Burden, Epidemiologic Trends And Policy Implications, Madikay Senghore, Jens Thomsen, Najiba M. Abdulrazzaq, Wei Chen, Eveline Kaambo, Stefan Weber, Fouzia Jabeen, Godfred Antony Menezes, Carole Ayoub Moubareck, Dean B. Everett, Abiola Senok

All Works

Objectives This study characterizes the epidemiological trends and resistance profiles of respiratory tract infections (RTIs) in the United Arab Emirates (UAE) from 2010 to 2022, aiming to inform national control strategies. Method We conducted a retrospective observational study of RTI cases across 345 UAE healthcare settings using data from the national surveillance network. Pathogen identification and resistance profiling were performed using advanced diagnostics and standardized antimicrobial susceptibility testing, in accordance with Clinical and Laboratory Standards Institute (CLSI) guidelines. Results Lower respiratory tract infections (LRI) comprised most cases (73.1%; n = 100,856), including 6416 due to Mycobacterium tuberculosis , while upper …

Madwoman Makings: The Modern Girl As An Object Of Fear And Fascination In Unno Jūza’S "Mrs. Hirumi's Refrigeration Bag", Eliza Joy Mortimer

University Honors Theses

This thesis argues that Unno Jūza's 1937 short story "Mrs. Hirumi's Refrigeration Bag" uses the sensational tropes of deviant detective fiction to both stage and interrogate interwar Japanese anxieties around gender, science, and modernity. Focusing on the figure of Mrs. Hirumi—a scientifically empowered and sexually assertive female plastic surgeon who dismembers and cryogenically preserves her husband—the author reads her as a radical iteration of the Japanese Modern Girl character. By drawing on scholarship on deviant detective fiction, imperial modernity, and Kazue Harada's concept of (re)productivity, this thesis demonstrates how the short story both reproduces misogynistic criminological discourse and unsettles heteronormative …

Business Capstone Review: An Analysis Of A Local School Foundation, Emily Carlile

University Honors Theses

This capstone review thesis analyzes a school foundation in the Portland Metro Area. The capstone project was designed to conduct research to support the local school foundation, specifically the 18-35 demographic, and to increase overall funding. The project required navigating a compressed ten week timeline and coordinating a large, eleven member team to meet our client’s complex expectations. Beyond our hurdles with research, we managed multiple clients' expectations during the presentation, which were not part of the original consulting process. To maintain the project workload, we communicated with the client through a weekly email, four presentations, and a final recommendation …