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Short-Term Bayesian Influenza Forecasting In A Hospital Environment Using A Linear Kalman Filter., Shankar Kaleeswaran Mani, Grzegorz A Rempala, Eben Kenah, Fernanda L Schumacher

Ambulatory and Primary Care Articles

Accurately forecasting the weekly number of influenza (flu) lab tests and positive cases is important for hospitals as they work to plan staffing, manage supplies, and provide timely patient care. In this paper, we describe a practical use of a Bayesian Kalman filter to forecast weekly flu tests and positives in a hospital setting. Using data from a large hospital system in Ohio, we show that this approach, which blends real-time hospital information with historical patterns, offers a dependable way to anticipate flu-related patient volume as far as four weeks ahead.

Motivating Lung Cancer Screening Uptake: An Experimental Test Of Didactic Versus Narrative Messages For Lung Cancer Screening Among Individuals Who Currently Smoke Or Formerly Smoked, Honor M. Woodward

USF Tampa Graduate Theses and Dissertations

Lung cancer is the number one cause of cancer-related death in the United States and worldwide. Lung cancer screening with low-dose computed tomography (LDCT) has been associated with a 20% reduction in lung cancer-related mortality. Despite the obvious benefits of lung cancer screening with LDCT, screening is heavily underutilized compared to other cancer screening tests. Thus, it is critically important to develop strategies that help motivate screening uptake among eligible individuals. This study explored the effectiveness of narrative messages for motivating lung cancer screening uptake among individuals eligible for lung cancer screening who currently smoke or formerly smoked. Drawing from …

Medical Providers’ Perspective On Barriers Faced By Intellectual And Developmental Disabled (Idd) Patients From Medically Underserved Backgrounds, Mayra A. Flores

Rowan-Virtua Research Day

•Complexities of obtaining healthcare access can be difficult for all patients across the board, so much so that it’s viewed as a maze. Studies have shown that these challenges are added on for medically underserved communities.2-3 Some of these challenges include insurance, language barriers, appointment availability, stigma, financial limitations and lack of transportation.2 •Identify the barriers that patients with intellectual and developmental disabilities (IDD) from medically underserved backgrounds face in healthcare access. •Intellectually and developmentally disabled patients from medically underserved communities face exacerbated barriers in healthcare access. •Participating medical providers from the Regional Integrated Special Needs Center (RISN) – Sewell …

How Do Adverse Social Determinants Of Health Influence 30-Day Hospital Readmission Rates Among Patients With Heart Failure?, Noor Baig

Rowan-Virtua Research Day

Heart failure is one of the leading causes of hospitalization in the United States, with nearly 1 in 4 patients readmitted within 30 days of discharge. Clinical severity largely accounts for this risk, but social determinants of health (SDOH), including income, housing stability, transportation access, and health literacy, also play a role in post-discharge outcomes. This review synthesized seven cohort, observational, and qualitative studies from PubMed (2018–2025) examining the relationship between SDOH and 30-day readmission in heart failure patients.

Several patterns emerged across the literature. Neighborhood socioeconomic disadvantage, measured through ADI and SDI, was independently associated with higher readmission and …

Premenstrual Disorders In Females With Neurodevelopmental Conditions: A Systematic Review, Akhila Archakam, Nikhila Archakam, Harshal Parmar, Wesley Kim

Rowan-Virtua Research Day

Background: Premenstrual syndrome (PMS) and premenstrual dysphoric disorder (PMDD) are prevalent conditions associated with substantial functional impairment and psychiatric morbidity. Symptoms are driven by heightened sensitivity to cyclical fluctuations in estrogen and progesterone rather than absolute hormone levels. Individuals with neurodevelopmental conditions, particularly attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD), may exhibit altered neurobiological and emotional regulation pathways that increase vulnerability to these hormonal changes; however, this relationship has not been systematically synthesized.

Methods: A systematic review was conducted in accordance with PRISMA guidelines. PubMed, Embase, and Cochrane CENTRAL were searched from 2000–2026 for studies evaluating associations between ADHD, …

Health Outcomes In Heat-Intense Areas In Response To Socioeconomic Status, Victoria Zheng, Chandni Patel, Emily Fried, Jayanth Ambat, Lincoln Opara, Rohan Gupta

Rowan-Virtua Research Day

Background: As ambient temperature rises, regions experiencing extreme heat face serious health concerns. This disproportionately affects lower socioeconomic status (SES) individuals in urban areas. This review examines how these “heat islands” affect the health outcomes for those in different socioeconomic statuses.

Methods: The databases used were PubMed, Embase, and Medline, and were searched with keywords such as “heat islands”, “social inequality”, “SES”, and “health outcomes”. After compiling, articles were screened using the inclusion criteria of ages, gender, peer-reviewed and English-written publications, from any location, social determinants as a primary outcome, and directly compared heat with social determinants of health. Articles …

Challenges For Older Veterans In Disaster-Prone Rural Areas, Umayma Saifuddin, Joshua Ehrenberg, Elizabeth Tran Phung

Rowan-Virtua Research Day

Purpose: To describe a case in which an elderly veteran was unable to receive necessary health services due to environmental factors and routine natural disaster in his rural coastal town. Methods: A case report is presented. Results: A 95 year-old WWII veteran with a complex medical history and numerous disabilities including hearing impairment, visual impairment, and chronic pain struggles to receive proper care as he lives in a small coastal town. The patient’s son lives an hour away and this area is prone to flooding, making accessing health services extremely challenging. In order to respect the patient’s wishes to remain …

Assessment Of Health Disparities Among Community Clinic Patients In Southern New Jersey, Hetasvi Saraiya, Priyal Gajera, Mahhum Naqvi, Nils Brolis

Rowan-Virtua Research Day

Introduction:

The Rowan Community Health Center (RCHC) is a student-run free clinic that provides primary care services to uninsured and underserved populations in southern New Jersey. Access to quality healthcare remains a persistent challenge for these communities due to social and economic barriers1 . This study aims to identify and analyze the most common health disparities and barriers to care. The primary outcome of this study was to assess health disparities and barriers to care, secondary outcomes included characterizing chief complaints and identifying alternative care options patients would pursue if not seen at the clinic

Methods:

This survey-based study was …

Improving Engagement In Community Activities At Whitetail Springs Memory Care Community, Kylie T. Klavon

Public Health Capstone Projects

The purpose of this project, in collaboration with Whitetail Springs Memory Care Community, is to encourage consistent attendance and engagement among residents and staff in community activities, thereby enhancing residents’ well-being through greater meaningful engagement. This was done by assessing communication gaps between the clinical and activities teams, developing an educational infographic and scheduling template, and conducting an interactive presentation introducing these deliverables. This project was facilitated by observing current engagement and communication procedures at Whitetail Springs. After observations, brief interviews were conducted with the Life Enrichment Director and the Health Services Director to understand where each team needs support …

Developing A Comprehensive Resource Guide For Caregivers Within The Area Agency On Aging, Aiden R. Murphy

Public Health Capstone Projects

This project developed a new universal caregiver resource guide for caregivers within the Area Agency on Aging, in order to improve resource navigation and workflow efficiency. Resources were collected, verified, and organized into a new, streamlined guide via the ARIA chatbot, covering multiple needs. Caregiver resources were collected and verified by the capstone student and mentor, Michael Kroeker, and organized into a centralized knowledge base within the ARIA chatbot. A mixed methods evaluation was conducted utilizing a 5-point Likert scale with three quantitative questions and one open-ended qualitative question. The data was given to the SeniorLine staff, who wanted to …

Using Group Activities To Improve Engagement And Help Alleviate Loneliness Among Older Adults At Macedonia Face, Taylor Corcoran

Public Health Capstone Projects

Introduction: Social isolation and loneliness are increasing public health concerns due to their association with heightened risk for chronic disease and their disproportionate impact on Black older adults (BOA). This project was designed to develop, implement, and evaluate the effectiveness of culturally relevant, low-cost activities on engagement rates among older adults during unscheduled program periods at the Macedonia Family Community Enrichment Center (FACE).

Methods: This project used a mixed methods approach over a 4-week implementation period. Three activities were introduced by the student facilitator, including UNO!, Name That Tune (NTT), and coloring pages. Engagement was measured by comparing the …

Brief Review : Listening Closely--Stethoscopes, Hygiene Gaps, And The Unfinished Work Of Healthcare-Associated Infection Prevention, James Espinosa, Swet Patel, Robin Lahr, Sergey Medlenov, Russell Mordecai, James Lee, Alan Lucerna, Henry Schuitema

Rowan-Virtua Research Day

Healthcare-associated infections (HAIs) remain a persistent patient safety challenge. While hand hygiene has received sustained institutional focus, stethoscope hygiene remains inconsistently addressed despite longstanding evidence of contamination. Stethoscopes function as portable, patient-to-patient devices that may serve as under-recognized fomites in emergency and inpatient settings. Prior pilot work demonstrated that clinicians were unable to reliably distinguish between disposable and standard stethoscopes, and that perceived acoustic degradation from a diaphragm barrier was minimal. These findings suggest that acoustic concerns may not represent a primary barrier to hygiene-enhancing strategies. This brief review examines the literature surrounding stethoscope contamination and cleaning behavior, frames the …

Improving Pediatric Vaccination Rates In The United States, Maanasi Dudi

Rowan-Virtua Research Day

Pediatric vaccination has been one of the most effective public health strategies for preventing infectious diseases and reducing childhood morbidity and mortality. However, vaccination rates have dropped in recent years, due to increasing vaccine hesitancy, as well as interruptions in regular healthcare during the COVID-19 pandemic. This has been reflected in primary care settings, where pediatricians are seeing more parents refuse vaccinations.

This literature review examines current trends in pediatric vaccination rates, factors contributing to vaccine hesitancy, and interventions that have been used to improve vaccination uptake. A systematic search of peer-reviewed literature was conducted on PubMed to identify studies …

Impact Of Spanish-Speaking Medical Interpreters On Healthcare Access, Outcomes, And Equity In Patients With Limited English Proficiency, Emily Fried, Catherine Awad, Rebecca Moore

Rowan-Virtua Research Day

Impact of Spanish-Speaking Medical Interpreters on Healthcare Access, Outcomes, and Equity in Patients with Limited English Proficiency

Background

Limited English proficiency (LEP) is a significant barrier to equitable healthcare in the United States and is associated with reduced access to care, poorer clinical outcomes, and increased healthcare disparities. The Spanish-speaking population represents the largest proportion of LEP patients, making language access a crucial component of high-quality care. Language discordance between patients and providers contributes to impaired communication, increased medical errors, and decreased utilization of preventative services1-4.

Objectives

The objective of this study was to evaluate the impact of Spanish-speaking professional …

The Obstacles Of Performing A Retrospective Chart Review, Emily Reilly, Robert Hudrick D.O.

Rowan-Virtua Research Day

Introduction: This research project "Comparing timing of care for skin cancer patients with limited English proficiency who require interpretation during medical visits to patients with English proficiency" was accepted under the CREATE Grant. The hypothesis was that patients who require medical interpretation during their visits would show a longer period of time between noticing a skin lesion to definitive diagnosis. Previous research has shown improved health care outcomes, but has mixed results on patient satisfaction and health care experience. This poster aims to detail the limitations faced during the execution of a retrospective chart review from the perspective of a …

Health Disparities In Pediatric Epilepsy: A Narrative Review Of Barriers To Equitable Care, Nikhila Archakam, Akhila Archakam, Wesley Kim, Harshal Parmar

Rowan-Virtua Research Day

Epilepsy affects approximately 1% of children in the United States, representing over 456,000 pediatric patients with active seizure disorders. Despite advances in antiseizure medications and surgical interventions, the benefits of these developments are not distributed equally across racial, socioeconomic, and geographic groups. A narrative review of the literature was conducted using PubMed, Scopus, Embase, and Medline using search terms including "pediatric epilepsy," "health disparities," "health equity," "social determinants of health," "race," "socioeconomic status," and "access to care." Articles were included if they focused on pediatric populations aged 0 to 17, addressed at least one disparity domain, and were published between …

Racial Inequities In Maternal Health And Birth Outcomes In South Jersey, Yariza Orellana, Amenata Dukuray, Christine Ortiz

Rowan-Virtua Research Day

Racial disparities in maternal morbidity and mortality remain a persistent public health issue in the United States, with Black non-hispanic women experiencing a 2.4 to 3.3 greater risk of pregnancy-related complications compared to their white counterparts. In New Jersey, these disparities are similarly pronounced, with severe maternal morbidity occurring at more than twice the rate among non-Hispanic Black mothers. These inequities extend beyond maternal outcomes and contribute to adverse infant health outcomes, including stillbirth, preterm birth, and low birth weight. This study was conducted using databases such as PubMed and Google Scholar, as well as public health sources including the …

Tuberculosis In Long-Term Asian American Immigrant Residents: Trends And Risk Factors In Cases Diagnosed ≥10 Years After U.S. Arrival, Katherine Xie, Kai Mon Lee, Todd Schachter

Rowan-Virtua Research Day

Tuberculosis in Long-Term Asian American Immigrant Residents: Trends and Risk Factors in Cases Diagnosed ≥10 Years After U.S. Arrival

Katherine Xie, MSc¹, Kai Mon Lee, PhD¹, Todd Schachter, DO¹

¹Rowan-Virtua School of Osteopathic Medicine, 1 Medical Center Dr, Stratford, NJ 08084

Background

In the U.S., TB cases are largely due to reactivation of latent TB infections (LTBI) of immigrants from high-burden countries. The CDC and U.S. Preventive Services Task Force currently recommend screening newer immigrant populations, especially those born in highly-burdened areas with TB. This guideline mostly targets newly immigrated populations, defined as those …

Left Waiting: Pediatric Primary Care Access For Hispanic Children In Mixed Status Households In South Jersey, Renzovic Francisco Escobedo, Andrea Trifundo, Ayair Hernandez

Rowan-Virtua Research Day

BACKGROUND: High-quality primary care is essential to a strong health system, yet many Hispanic children in mixed-status households face barriers that limit consistent access to pediatric care. In New Jersey, many immigrant families remain uninsured or under-enrolled in public insurance programs despite eligibility. These barriers are shaped not only by insurance and clinic availability, but also by language discordance, fear related to immigration status, and limited trust in the health care system. This project examines the intersecting barriers that affect pediatric primary care access for Hispanic children in mixed-status households in South Jersey.

METHODS: We conducted a literature review using …

Addressing Diabetes Risk Through Preventative Education In Multicultural And Economically Underserved South Jersey Communities, Bavly Nagy Halaka, Janet Jimenez-Merino, Izayah Diaz

Rowan-Virtua Research Day

BACKGROUND: Diabetes and prediabetes affect a substantial and growing portion of the U.S. population, with adolescent prediabetes rates more than doubling from 11% in 1999 to 28% in 2018. In multicultural and economically underserved South Jersey communities, structural barriers including food insecurity, limited access to preventive healthcare, and language gaps make early detection and prevention particularly difficult. We aimed to assess diabetes risk, management behaviors, and preferred education formats among a Camden-area bilingual community, and to identify culturally responsive intervention strategies.

METHODS: We conducted a literature review utilizing data from the CDC, NJ Department of Health, NJSHAD, and the U.S. …

Invisible Shipwrecks And Neurological Endangerment: The Trade-Off In Seeking Asylum - Reframing The Neurobiological Cost Of Forced Migration, Eisha Giran

CISLA Senior Integrative Projects

Forced migration along the Spain–Morocco route represents one of the most visible humanitarian crises of the twenty-first century, yet its neurological dimensions remain insufficiently examined. This paper investigates how prolonged displacement and trauma reshape neural systems involved in stress regulation, memory, and emotional processing. It introduces the concept of neurological endangerment, defined as a condition of prolonged and inescapable threat exposure during forced migration in which stress-response systems remain chronically activated, opportunities for recovery are structurally constrained, and cumulative neurobiological risk persists beyond the period of immediate danger.

To address the gap between biological measurement and lived experience, this paper …

Improving Blood Pressure Through A Multimodal Intervention, Kalynn Solomey

Evidence-Based Practice Project Reports

Hypertension is a major modifiable risk factor for cardiovascular disease and remains a significant public health concern in the United States (Centers for Disease Control and Prevention [CDC], 2023a). Despite the availability of effective pharmacological therapies, many patients struggle to achieve adequate blood pressure control, highlighting the need for accessible, evidence-based lifestyle interventions. An extensive literature search of five databases provided 11 articles for utilization. The purpose of this project was to evaluate the effectiveness of a multimodal intervention that included hypertension education, individualized lifestyle counseling, self-measured blood pressure training, and a progressive walking program in reducing systolic blood pressure …

Training Vs. Reality: The Challenges Of Preventing Heat-Related Illness In Migrant Farmworkers, Sonya Homami

Rowan-Virtua Research Day

Background: Heat‑Related Illness (HRI) is a major occupational hazard for migrant farmworkers, who are 35 times more likely to die from HRI than workers in other industries. Although HRI training aims to improve prevention knowledge, its effect on actual HRI outcomes is unclear.

Methods: Following PRISMA guidelines, a systematic review of PubMed, Embase, and Web of Science identified studies evaluating HRI training and reporting HRI prevalence or related symptoms. Fifteen studies met inclusion criteria.

Results: HRI training did not reduce HRI prevalence or provide protective effects. Training increased reporting of workplace injuries and concern about HRI. Despite high training uptake—over …

Rowan-Virtua School Of Osteopathic Medicine’S Planetary Pulse: Charting A Course For Planetary Health Excellence, Hope A. Beyer, Deborah Podolin

Rowan-Virtua Research Day

Objective: Despite international acceptance of climate change as the largest threat towards human health, American osteopathic institutions fall short of their allopathic colleagues in adopting a planetary health curriculum. This study (1) evaluates the desire of Rowan-Virtua School of Osteopathic Medicine (Rowan-Virtua SOM) students to learn about planetary health within their medical education, (2) assesses the current planetary health infrastructure supported by Rowan-Virtua SOM and their parent institution, Rowan University, and (3) proposes an adapted planetary health equity curriculum.

Methods: Medical student interest was gauged by use of a Qualtrics survey modeled off of Dr. Karly Hampshire’s 2020 survey of …

Barriers To Asthma Management And Specialty Care Among Low-Income Families In South Jersey, Sally Park, Courtney Ray-Fofana, Christal Onwuegbule

Rowan-Virtua Research Day

Asthma is a chronic respiratory condition that remains a significant public health concern, particularly among low-income and underserved populations. This poster presents a focused review of existing literature and publicly available data to examine barriers to asthma management and access to specialty care in South Jersey, with emphasis on counties such as Camden, Atlantic, and Cumberland.

Data were synthesized from sources including PubMed, the New Jersey Department of Health, and the National Institutes of Health to evaluate asthma prevalence, disease burden, and the impact of social determinants of health. Current estimates suggest that approximately 8.8%–9.0% of adults in New Jersey …

The Rowan University Wellness Village: An Innovative Community Advancing Health And Well-Being, Thomas Cavalieri Do, Brandi Dockett Ma, Matt Mclaughlin Bs

Rowan-Virtua Research Day

No abstract provided.

Demographic Disparities In Contraceptive Use: Insights From Female Nsfg Respondents, 2015–2023, Adira Brenner

Rowan-Virtua Research Day

Disparities in contraceptive use persist in the United States despite expanded access to family planning services. Historical policies and ongoing social determinants of health (SDOH) are significant drivers of the continued inequality in reproductive healthcare access and utilization. This study examines demographic trends in contraceptive use using data from the National Survey of Family Growth (NSFG) between 2015 and 2023.

Data were obtained from the NSFG and the National Center for Health Statistics (NCHS) datasets. A cross-comparison was conducted, focusing on variables such as age, race/ethnicity, and educational attainment.

The consensus was that contraceptive use increased to approximately 65% in …

What Are The Correlations Between The Severity Of A Woman's Major Menopausal Symptoms And Their Eating Habits?, Kiely Hoyt, Philip Collins, Do

Rowan-Virtua Research Day

BACKGROUND

Menopause is a naturally occurring process during a woman’s life that is associated with a variety of symptoms that can significantly impact daily life.  Although hormone based therapies are available, they are not always effective or appropriate for all women.  As a result, there is growing interest in diet as a potential non-pharmacologic method to manage symptoms, though current evidence is limited.

HYPOTHESIS

Dietary habits are associated with menopause symptom severity, with certain dietary patterns potentially influencing symptom burden.

METHODS

A cross-sectional, survey study was conducted using an online questionnaire distributed through social media. A total of 129 menopausal …

Effects Of Vaccine Refusal On Adherence To Well-Child Visit Schedule In A Pediatric Population, Arshia Anand, Clare Stephens, Nicole Streeks-Wooden

Rowan-Virtua Research Day

Background: Hepatitis B (Hep B) vaccination at birth is a critical strategy for preventing both perinatal and horizontal transmission of the Hep B virus1 . Unfortunately, refusal of the birthdose vaccine has increased and is associated with subsequent vaccine refusal at 18 and 24 months2 . This trend raises significant concerns, that families who refuse the Hep B vaccine at birth may also engage less frequently in preventive pediatric care. However, the impact of this association on adherence to routine well-child (WC) visits remains unclear.

Hypothesis: Refusal, or incomplete uptake of the Hep B vaccine series is associated with decreased …

Determining The Impact Fitness Training Has On Cardiovascular Health Program For New Jersey Women With Socioeconomic Disadvantages, Aishwarya Muppoor, Amy Glasofer, Lisa Rosenberry, Emma Palma, Dawn Mcmath

Rowan-Virtua Research Day

WISEWOMAN is a 3-year federally funded program offered through Virtua Health to address lifestyle changes in women age 35-64 at risk for heart disease. The purpose of this project was to evaluate the additional of a fitness program to the standard nutrition program offered through Virtua Health’s WISEWOMAN program. Nutrition programming occurred during years 1 and 2 of the WISEWOMAN program, and fitness programming was offered to women in program year 3. Women who received nutrition + exercise (intervention) will have improved outcomes compared to those who receive nutrition programming only (control). We conducted a retrospective chart review to compare …