Health Services Research Commons^™

Cardiovascular Disease Prediction Modelling: A Machine Learning Approach, Usmaan Al-Shehab, Maduka Gunasinghe, Yousuf Elkhoga, Nimay Patel, Juliana Yang

Rowan-Virtua Research Day

The objective of this project is to utilize the UCI Heart Disease dataset to identify physiological biomarkers that are highly correlated with heart disease incidence. A predictive model can then be developed using these biomarkers to estimate the likelihood of someone having or developing a heart-related condition. This study compares the efficacy of predicting cardiovascular disease as an outcome using three machine learning algorithms: Support Vector Machine, Gaussian Naive Bayes, and logistic regression. Support Vector Machine works by creating hyperplanes between data points to conduct classification. Gaussian Naive Bayes works by using the conditional probabilities of events to classify the …

Effects Of Income And Language On Health Literacy: A Study Between A Student-Run Free Clinic And A Family Medicine Office, Sahil Parikh, Emily Forester, Alisha Basak, Arpan Bhagat, Leah Cliatt, Usmaan Al-Shehab, Rebecca Moore

Rowan-Virtua Research Day

Background: Over one-third of the US population exhibit limited health literacy, leading to negative health outcomes and lifestyle choices. By employing the NVS assessment, RCHC sought to compare the health literacy levels of uninsured patients at their facility with those of insured patients at the Rowan Family Medicine office in Hammonton, NJ. This study aimed to assess specific factors that may influence health literacy levels.

Methods: This is an IRB-approved study which surveyed patients enrolled at the RCHC and Rowan Family Medicine Office between February 2021 and March 2023. Patients were given a nutrition label and verbally answered the NVS …

Trends In Opioid Usage And The Covid-19 Pandemic, Priya Brahmbhatt, Jeffery Powers

Rowan-Virtua Research Day

The opioid epidemic and the COVID-19 pandemic have affected individuals in the United States in various capacities, and new avenues to reduce the harmful effects of both public health crises must be explored. It has been found that those with substance use disorders have an increased risk for COVID-19 (Wang 2021). There have been more visits to emergency rooms for substance overdose during the COVID-19 pandemic compared to before the COVID-19 pandemic (Holland 2021). This research project attempted to understand the trends amongst opioid users during the COVID-19 pandemic compared to before the COVID-19 pandemic in the United States, in …

Breaking Down Barriers: Investigating Structural And Systemic Factors That Contribute To Covid-19 Disparities In African American Communities In New Jersey, Fazal Choudhary, Suraj Pothineni

Rowan-Virtua Research Day

Background: The COVID-19 pandemic has affected the lives of millions of Americans; however, minority communities have been hit the hardest as infection rates continue to sky rocket and new variants arise. As of October 5, 2021, the CDC reports that African Americans make up a similar share of cases relative to the overall population, at about 12%, but have a significantly higher rate of deaths compared to the population, at approximately14%. African American communities are being disproportionately affected because of higher incidence of chronic diseases, inadequate access to health care, and poorer living and working conditions, which increases their vulnerability …

Exploring Risk Factors For Major Depressive Disorder For Female Patients Aged 18 Or Older Living In Ocean County, New Jersey, James Mack

Rowan-Virtua Research Day

Background: The incidence and prevalence of major depressive disorder has been increasing worldwide, in the United States of America, and on a local level. The population of Ocean County, New Jersey, a predominantly Caucasian, female, middle-aged population, may be at increased risk of developing major depressive disorder.

Purpose: To explore the social determinants of health and risk factors for major depressive disorder for female patients aged 18 or older living in Ocean County, New Jersey.

Methods: This literature review mainly used PubMed and Scopus for journal articles and utilized governmental databases for additional population data.

Results: Analyses conducted on social …

Review Of Literature Regarding Ethnic Disparities And Minority Student Mental Health And Wellness, Teja Reaves-Mckee

Annual Research Symposium

No abstract provided.

Sheprep: Examining The Influence Of The Messaging And The Messenger Associated With Prep Uptake Among African American Women, Christian C. Spears

College of Graduate Studies: Theses & Dissertations

African American Women (AAW) make up less than 15% of the female population in the United States but account for over 50% of new HIV diagnoses among females. This largely preventable health disparity can be mitigated by advocating and prescribing Pre-exposure Prophylaxis (PrEP), a preventive HIV medication, to persons at risk. Despite advances in medication options, there are less than 13% of Black people who could benefit from having been prescribed PrEP, and limited research and promotion on the effectiveness of PrEP for AAW. The “ShePrEP Study” aimed to assess awareness, perceptions, and receptivity toward PrEP among AAW. This study …

Still, We Thrive: Understanding How Gay, Bisexual, Transgender, And Other Men Who Have Sex With Men (Gbtmsm) Experience Structural Barriers & Facilitators To Wellness, Lucas Gergyek

Theses and Dissertations (Comprehensive)

Historically and concurrently, structural violence has been a significant force influencing the sexual health and broader health of gay, bisexual, transgender and other men who have sex with men (GBTMSM). Yet to date, the majority of projects exploring the health inequities facing GBTMSM have focused on intrapsychic and behavioural factors as most related to poor health outcomes. As well, these studies are sometimes deficits focused, and fail to evaluate how GBTMSM continue to thrive, and maintain positive health. As a result, the ways in which systems and policies underlie and perpetuate health inequities facing GBTMSM have been somewhat obscured. Connectedly, …

Disparities In Mental Health Technology Among African Americans: Breaking Cultural Inclusion Barriers, Nyoki Cosey-Brown

DSW Capstone Projects

Mental health technology is a healthcare delivery model of the future. The engagement in virtual healthcare was intensified when traditional healthcare methods were inaccessible during the federal restrictions implemented due to the COVID-19 pandemic. Utilizing digital apparatuses for healthcare improved the convenience, efficiency, and accessibility of various mental health services that were inoperable in past healthcare models. However, the historical constructs of stigma, discrimination, inequity, exclusion, and structural racism in mental healthcare were prevalent problems that remained present in virtual mental health platforms concerning the experiences of African-American patients and professionals who utilized the spaces.

This research explored mental health …

Full Issue, Winthrop Mcnair Research Bulletin

The Winthrop McNair Research Bulletin

Winthrop McNair Research Bulletin Volume 5, Full Issue

Heterogeneity In The Prevalence Of Premature Hypertension Among Asian American Populations Compared With White Individuals: A National Health Interview Survey Study, Sina Kianoush, Mahmoud Al Rifai, Anwar T. Merchant, Xiaoming Jia, Zainab Samad, Aneil Bhalla, Ayesha Khan, Dongshan Zhu, Salim S. Virani

Section of Cardiology

Background: Differences in prevalence of risk factors such as hypertension may explain heterogeneity in cardiovascular risk across Asian American populations.
Methods: We used National Health Interview Survey (NHIS) data from 2006 to 2018 among White, Chinese, Asian Indian, Filipino, and 'other Asians' (Japanese, Korean, and Vietnamese). Unadjusted and adjusted odds ratios (aOR) with 95% confidence intervals were reported using logistic regression models for the association between race and self-reported premature hypertension (age old). Models were adjusted for sex, education, body mass index, smoking status, diabetes, and coronary heart disease.
Results: We studied 99,864 participants with history of hypertension (mean age, …

Adult Day Services In Maine: Benefits, Challenges, And Opportunities, Elizabeth Gattine Jd, Eileen Griffin Jd, Kimberly I. Snow Mhsa, Ba

Disability & Aging

In Maine and nationally, adult day services tend to be underfunded and underutilized compared to other types of long term services and supports (LTSS). In part, investment in adult day services is hampered by a lack of standardized data collection and limited research on issues of accessibility, cost-effectiveness, and the impact of adult day services on the broader health system. Lack of uniformity in state regulatory frameworks for licensing, program design, service delivery, and other administrative requirements further complicates cross-state comparisons. Considering these limitations, a key goal of this report is to provide a more detailed and comprehensive understanding of …

Congregational Leaders And Covid-19: Human Flourishing And Future Directions For Research, Isaac Voss

Essays

No abstract provided.

Lactating Justice: Constructing A Society Economically Focused On Optimizing Health Through Human Lactation, Shadley Hobour

Dissertations, Theses, and Capstone Projects

This paper uses a qualitative research method to answer if a Universal Base Income would be a good economic policy to adopt to optimize Black chestfeeding. The key idea this thesis aims to clarify is how anti Blackness is killing Black people and how one economic policy could improve health. In this essay, I will break down the significance and importance of human lactation for lifelong better health, and investment in a UBI would especially work as a preventative measure for several health issues Black people experiences.

Interrogating Race And Place-Based Inequities In Hiv And Covid-19, Rohan Khazanchi

MD Honors Theses

Over the last four years, I have developed a research focus examining the intersections of race, place, and health. My M.D. Honors Thesis reflects a snapshot of these efforts. In this collection of brief research reports, I leverage area-based measures to investigate structural inequities in three contexts: the HIV epidemic in our hyperlocal community, the early stages of the COVID-19 pandemic, and clinical trials for novel COVID-19 therapeutics. I apply novel social epidemiologic tools to measure and explore disparate outcomes. And, in reflecting upon my findings, I discuss concrete implications for clinicians, researchers, and policymakers alike.

Chapter 1: Neighborhood-Level Deprivation …

Identifying Motivators For Getting Vaccinated Against Sars-Cov-2 In Those Who Have Been Vaccinated. A Single Center Cross-Sectional Study, Nicole Lacap, Suzanna Hosein

Rowan-Virtua Research Day

The purpose of this study is to explore the primary motivations of patients getting vaccinated against SARS-Cov-2 as well as to determine any correlations between demographic information and specific motivators. We hypothesized that generally internal motivators (being in the best interest of oneself) will predominate as the reason for vaccination. The sample consisted of 227 patients vaccinated against SARS-CoV-2 at the Rowan Medicine Vaccine Clinic during the month of June 2021. Patients were given an online questionnaire collecting demographic information as well as primary reason for getting vaccinated. Preliminary analysis shows that 63% of participants were motivated by reasons that …

A Systematic Review Of The Barriers Of Opioid Addiction Treatment For Young Adult Males (Ages 18-26) Living In Low Income Areas In The United States Of America, Atish Gandhi, Asim Shafique, Jillian Baker

Rowan-Virtua Research Day

NOTE: This is a broad literature review, not a systematic review.

This systematic review aims to analyze the reasons behind reduced access to opioid addiction treatment for individuals of low socioeconomic standing. Understanding these barriers may allow communities to build a more comprehensive plan to lower addiction rates. In addition, this review will be examining further developments of theopioid crisis due to the recent COVID-19 pandemic. The literature search used publications from the following databases: PubMed, Google Scholar, and NCBI. The keywords searched were “opioid addiction”, “substance abuse”, “low-income area”, “barriers to treatment”, “young male addiction”, “opioid treatment”, “Narcan”. There …

The Effect Of Covid-19 On Depression In Hispanic Vs. Non-Hispanic Populations In South Jersey, Rana Cheikhali, Daniel Casal

Rowan-Virtua Research Day

The COVID-19 pandemic has been challenging for Americans and the world as a whole. It has especially taken a toll on mental health. Studies show that the incidence of depression in the United States was three times greater during the pandemic compared to pre-pandemic times. One specific community in the United States that has been greatly affected by the pandemic is the Hispanic American community. Many Americans across the country have received federal surveys that aim to determine the social and economic impacts of COVID-19. Results revealed that the Hispanic population had the greatest rise in mental illness, with 40% …

The Effects Of Water With Anti-Inflammatory Capabilities (Wac) On Circulating Inflammatory Biomarkers At Rest And Following Resistance Exercise, Brittany Martin

Health, Human Performance and Recreation Undergraduate Honors Theses

Purpose: To determine the effects of waters with anti-inflammatory capabilities (WAC) influence circulating inflammatory biomarkers at rest and following resistance exercise. Methods: Participants completed a heavy lifting protocol and drank water with anti-inflammatory capabilities for a total of six weeks. Blood samples were taken at different at 9 different time intervals to assess concentrations of anti-inflammatory markers and to quantify inflammatory biomarkers. Those time intervals included pre-AHREP 1 and post-AHREP 1, 24-hr post-AHREP 1, 48-hr post-AHREP 1, 3-week check-up, pre-AHREP 2, post-AHREP 2, 24-hr post-AHREP 2, and 48-hr post-AHREP 2. Background: The biomarkers that were focused on were: IL-6 …

Emerging Viral Diseases: Generation Z'S Outlook, Ian Mcwhorter

Honors Projects

Generation Z differs notably from previous generations like Baby Boomers or Generation X. In recent years, young adults have been persisting through the COVID-19 pandemic, though not unscathed. This paper seeks to answer the following question: How does Generation Z differ in its outlook on Viral diseases compared to previous generations? Using a series of three surveys conducted on three seperate Viral diseases (HIV, Zika, and COVID 19), it was found that while Generation Z has improved in its ability to combat Viral outbreaks due to factors like high digital literacy, other factors such as poorer mental health show that …

Interrogating Race And Place-Based Inequities In Hiv And Covid-19, Rohan Khazanchi

EMET Projects

Over the last four years, I have developed a research focus examining the intersections of race, place, and health. My M.D. Honors Thesis reflects a snapshot of these efforts. In this collection of brief research reports, I leverage area-based measures to investigate structural inequities in three contexts: the HIV epidemic in our hyperlocal community, the early stages of the COVID-19 pandemic, and clinical trials for novel COVID-19 therapeutics. I apply novel social epidemiologic tools to measure and explore disparate outcomes. And, in reflecting upon my findings, I discuss concrete implications for clinicians, researchers, and policymakers alike.

Chapter 1: Neighborhood-Level Deprivation …

African-American Lay Pastoral Care Facilitators’ Perspectives On Dementia Caregiver Education And Training, Nik M. Lampe, Nidhi Desai, Tomeka Norton-Brown, Alexandra C. H. Nowakowski, Robert L. Glueckauf

The Qualitative Report

The African-American Alzheimer’s Caregiver Training and Support Project 2 (ACTS 2) is a faith-integrated, skills-training and support program for distressed African American family caregivers of persons living with dementia across Florida. Caregivers participate in a 12-week, telephone-based, skills-building and support program led by faith community workers (i.e., lay pastoral care facilitators) who provide volunteer services to their denominations. In this case study, we examined facilitators’ perspectives and recommendations for supplementary audiovisual and written training materials to optimize group process and goal-setting skills. Utilizing a qualitative approach, we explored facilitators’ needs, experiences in using current training materials, and recommendations for supplementary …

The Program To Reduce Implicit Bias In Carroll Hospital Center Using The Implicit Association Test, Katherine E. Traynor

Capstone Showcase

Natural brain processes make all individuals susceptible to unconscious bias; however, stressful, fearful, or anger-evoking situations as well as the negative influence of media and social surroundings increase the risk of holding obstructive bias, and there is a greater risk of being negatively impacted by this phenomenon when belonging to a minority population (Rose & Flores, 2020). As a result, high rates of infant mortality (10.2 deaths per 1,000 live births for the Non-Hispanic Black population compared to 4.1 in the White population) and cardiovascular related diseases (190.0 cases per 1,000 in the Non-Hispanic Black population compared to 161.3 in …

How Do Digital Lives Affect Resident Mental Health In The Digital Era? Empirical Evidence Based On Chinese General Social Survey, Yan Chen, Mengyang Wei, Jaime Ortiz

Faculty, Staff and Students Publications

Having good mental health means we are better able to connect, function, cope and thrive. The widespread application of digital technology in daily life provides new ways and promising tools for residents to maintain their mental health. Given the importance of mental health for everyone, and the fact that mental health problems are prevalent worldwide, this study discusses how digital lives affects the mental health of residents. The results suggest that digital lives are significantly and positively associated with mental health. Mechanisms analysis identifies personal perceptions (self-rated physical exercise and subjective wellbeing) as the important paths for digital lives to …

New Orleans During A Pandemic: Engaging African American Community Stakeholders On Covid-19 Information, Prevention, Testing And Vaccination, Anthony Thompson

XULAneXUS

This case study examines how the Louisiana Community Engagement Alliance Against COVID-19 Disparities (LA-CEAL) worked to engage African American residents in New Orleans during the COVID-19 pandemic. Drawing on research interviews with Black physicians, pharmacists, and community health providers, along with field notes collected during 12 months of project assistance, the study addresses four research questions concerning African American hesitancy toward COVID-19 treatment and vaccination, strategies for community engagement, clinical trial recruitment, and inclusive research practices during a pandemic. Findings indicate that vaccine hesitancy and research mistrust among Black New Orleanians are rooted in a long history of scientific racism …

Consumer Representative Experiences Of Partnership With Health Workers In Australia, Coralie R. Wales, Judith A. Lababedi, Alison Coles, Philip Lee, Emma Clarke

Patient Experience Journal

We examine the experiences of Consumer Representatives participating in consumer engagement activities across a public health service in NSW, Australia. A team of Consumer Representatives and staff members use a participatory, constructivist paradigm and a hermeneutic phenomenological approach to analyse ten interviews with Consumer Representatives over three years 2017-2019, and three focus groups in 2020. We explore these experiences and identify the linked contextual factors from their points of view. Consumer Representatives were prepared to invest their time, but they needed respect. “Respect” from a consumer perspective was being meaningfully included, supported and heard, and activities needed to be purposeful …

Addressing Structural Racism In The Health Workforce, Randl B. Dent, Anushree Vichare, Jaileessa Casimir

Publications and Research

One of the greatest challenges facing the United States are health inequities among racial/ethnic and other marginalized populations. The deep-rooted structural racism embedded in our social systems, including our health care system and health workforce, is a core cause of racial health inequities. 1 Among many definitions of institutionalized or structural racism, Dr Jones 2 best defines it as: “Differential access to goods, services and opportunities of society by race ... It is structural, having been codified in our institutions of custom, practice, and law, so there need not be an identifiable perpetrator.” Dr Jones further explains that to set …

Disability And Healthcare Access In Morocco: Social And Cultural Influences, Christa Shipman

Independent Study Project (ISP) Collection

I stepped into the SIT Multiculturalism and Human Rights program as a pre-physical therapy student with experience working and volunteering in the disability rights arena. Striking personal encounters with Moroccans combined with these past experiences drew me to investigate how social and cultural factors influence access to healthcare for people with disabilities. I hypothesized that access to medical care is limited by social or cultural mindsets, perceptions, or beliefs for those in my target population. This subject is relevant to Morocco as a developing country and as a society with, in some cases, fixed social dynamics, while in other areas …

What Predicts How Safe People Feel In Their Neighborhoods And Does It Depend On Functional Status?, Alfredo J. Velasquez, Jason A. Douglas, Fangqi Guo, Jennifer W. Robinette

Health Sciences and Kinesiology Faculty Articles

Feeling unsafe in one's neighborhood is related to poor health. Features of the neighborhood environment have been suggested to inform perceptions of neighborhood safety. Yet, the relative contribution of these features (e.g., uneven sidewalks, crime, perceived neighborhood physical disorder) on perceived neighborhood safety, particularly among people with disabilities who may view themselves as more vulnerable, is not well understood. We examined whether sidewalk quality assessed by third party raters, county-level crime rates, and perceived neighborhood disorder would relate to neighborhood safety concerns, and whether functional limitations would exacerbate these links. Using data from the 2012/2014 waves of the Health and …

Can Community Gardens With Workshops Increase Gardening Behavior? A Navajo Wellness Collaboration, Kevin A. Lombard Phd, India J. Ornelas Phd, Desiree Deschenie, Felix Nez, Sonia Bishop, Katie Osterbauer Ms, Eileen Rillamas-Sun Phd, Shirley A.A. Beresford Phd

Journal of Health Disparities Research and Practice

This paper seeks to evaluate the potential efficacy of a community gardening intervention on the Navajo Nation to increase gardening and healthy eating behaviors, which are potentially important in preventing obesity and related health conditions. Rates of obesity are high among American Indians, including those living on Navajo Nation land. Eating fresh fruits and vegetables is part of healthy eating. However, availability and access to fresh fruits and vegetables are severely limited on the Navajo Nation, due to distance and cost. One way to increase both availability and consumption of fresh fruits and vegetables is through community gardening, yet …