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Investigating The Factors That Lead To Sports Related Injuries In Children, Kinjal Shah, Shawna Rotoli May 2024

Investigating The Factors That Lead To Sports Related Injuries In Children, Kinjal Shah, Shawna Rotoli

Rowan-Virtua Research Day

This project’s focus is to investigate if playing contact versus non-contact sports at a young age leads to more sports related injuries and to identify which factors correlate with increased injury rate in order to develop the most effective prevention and treatment methods. Data was collected through a survey including questions that delve deeper to quantify the amount of strain being put on the youth athlete’s body such as hours played a week, level of competitiveness, weeks played in a year, contact versus non-contact sport, and number of sports played. The following set of questions then addressed the actual injury …


The Impact Of Stress During Adolescence And The Prevalence Of Pediatric Obesity, Olatunbosun Olakunri, Venkat Venkataraman May 2024

The Impact Of Stress During Adolescence And The Prevalence Of Pediatric Obesity, Olatunbosun Olakunri, Venkat Venkataraman

Rowan-Virtua Research Day

Obesity is a chronic condition that can be attributed to myriad factors including socioeconomic status, biological risk factors, and various environmental factors. These factors can be considered stress factors, and exposure to various levels of stress can impact the development of stress within the pediatric patients. The purpose of this study is to assess the association between the environmental, mental, social, physical, and psychological stress adolescents are exposed to and how they contribute to the prevalence of pediatric obesity throughout the United States. Understanding these risk factors can help us as a community and most importantly as clinicians develop better …


Unveiling The Impact: Structural Racism And Childhood Lead Exposure's Health Consequences In Philadelphia, Mahhum Naqvi, Mahrukh Naqvi, Justin Stout, Colton Spencer May 2024

Unveiling The Impact: Structural Racism And Childhood Lead Exposure's Health Consequences In Philadelphia, Mahhum Naqvi, Mahrukh Naqvi, Justin Stout, Colton Spencer

Rowan-Virtua Research Day

Childhood lead exposure poses a significant risk to health and well-being, adversely affecting brain function, nervous system development, and behavioral patterns. This study examines the health disparities and inequities associated with childhood lead exposure in Philadelphia, focusing on structural racism and residential segregation as crucial lenses for analysis. By delving into the sociocultural context of lead exposure, this study underscores the imperative of collaborative efforts among stakeholders to safeguard Philadelphia's most vulnerable populations. Healthcare professionals and policymakers play pivotal roles in enhancing funding and prevention strategies. Addressing this issue through the prism of structural racism allows for the identification and …


Determinants Of Vaccine Hesitancy Among Parents And Caregivers, Priya Srivastava May 2024

Determinants Of Vaccine Hesitancy Among Parents And Caregivers, Priya Srivastava

Rowan-Virtua Research Day

•Vaccination efforts in the United States and globally are one of the largest contributors to pediatric preventative health

•Routine immunizations in the U.S for children ≤ 10 years old cover 14 vaccine-preventable diseases. As a result, an estimated 732,000 deaths, 21 million hospitalizations, and 322 diagnosed cases of diseases have been prevented between 1993 and 2013.

•Vaccines remain a point of contention with pediatricians and their patients' caregivers

•Many parents maintain hesitancy to give vaccines; to a number of reasons. Perceived risk and fear of side effects from vaccines more than the disease itself, can cause out-of-proportion concern

•Misinformation spread …


Barriers In Health Care Leading To High Maternal Mortality Rates In Southern New Jersey, Katarina Rusinak, Muznah Khan, Ava Dinardo, Nayarith Lopez May 2024

Barriers In Health Care Leading To High Maternal Mortality Rates In Southern New Jersey, Katarina Rusinak, Muznah Khan, Ava Dinardo, Nayarith Lopez

Rowan-Virtua Research Day

Maternal mortality remains a significant issue in New Jersey, particularly in the Southern counties where rates are alarmingly high. This study investigates barriers faced by mothers in these areas, utilizing data from state health departments, as well as the CDC. Findings reveal clear disparities in healthcare access and resources, exacerbated by high poverty and rural settings. Proposed interventions include educational posters and community workshops to empower expecting mothers and families. However, challenges such as low attendance and limited effectiveness of interventions underscore the need for comprehensive, sustainable solutions to tackle maternal mortality in Southern New Jersey.


The Effects Of Sleep Quality, Covariates And A Possible Intervention, Pranav S. Reddy, Mia Tarditi, Adarsh Gupta, Richard Jermyn, Venkat Venkataraman May 2024

The Effects Of Sleep Quality, Covariates And A Possible Intervention, Pranav S. Reddy, Mia Tarditi, Adarsh Gupta, Richard Jermyn, Venkat Venkataraman

Rowan-Virtua Research Day

Sleep is an essential biological process needed to maintain adequate physiologic function. Research has provided growing evidence that chronic failure to get enough sleep is associated with increased risk for obesity, depression, diabetes, hypertension, stroke, cardiovascular disease, and mortality. Sleep deprivation is threatening the health of up to 45% of the world's population. Furthermore, sleep disorders were found to be associated with significantly higher rates of health care utilization and cost, accounting for $94.9 billion in costs each year in the United States. Earlier data from this project demonstrated a correlation between sleep quality and pain. METHODS: Patients were recruited …


Addressing Gaps In Care Through A Medical Student-Led Cancer Screening Project, Matthew Green, Hannah Ngo, Dakota B. Pastore, Jenna Zappetti, Olivia Siciliano, Meghan Mcquade, John Sauer, Anne Jones May 2024

Addressing Gaps In Care Through A Medical Student-Led Cancer Screening Project, Matthew Green, Hannah Ngo, Dakota B. Pastore, Jenna Zappetti, Olivia Siciliano, Meghan Mcquade, John Sauer, Anne Jones

Rowan-Virtua Research Day

Background: Colorectal cancer (CRC), breast cancer (BrCa), and cervical cancer are three of the most preventable cancers. Despite the known significance for early detection and treatment, barriers to screening remain. We developed a medical student-led project to improve adherence to national cancer screening guidelines in patients across Rowan-Virtua Family Medicine (FM) practices. This study assesses the initiative’s efficacy in improving adherence to CRC, BrCa, and cervical cancer screenings.

Methods: Rowan-Virtua FM patients between the ages of 21-75 (n=735) were identified as due or up-to-date on cancer screenings based on chart review. Student volunteers were trained to contact patients to discuss …


Case Report: Babesiosis Presenting To The Emergency Department, Daniel M. Zaayenga, Daniel A. Weeks May 2024

Case Report: Babesiosis Presenting To The Emergency Department, Daniel M. Zaayenga, Daniel A. Weeks

Rowan-Virtua Research Day

Babesiosis is a tick-borne illness caused by the parasitic protozoa Babesia transmitted by the Ixodes tick. Babesia infect the red blood cell of its host and requires the cell for its replication. It is a disease process that can range from asymptomatic infection to organ failure and death. This case presentation reviews a 68-year-old male who presented to the emergency department with flu like symptoms and was found to have babesiosis.


Nutrition And Exercise Resources For Uninsured Patient Populations, Sabrina Marie Paparo, Samantha Plasner, Runi Patel, Wendy Briaguez May 2024

Nutrition And Exercise Resources For Uninsured Patient Populations, Sabrina Marie Paparo, Samantha Plasner, Runi Patel, Wendy Briaguez

Rowan-Virtua Research Day

Proper nutrition and exercise is integral for the prevention and management of chronic diseases such as type two diabetes, hypertension, high cholesterol, and cardiovascular disease. However, health care disparities in the United States, such as lack of access to primary health care, has been an ever growing problem. The purpose of this study is to determine if there is a correlation between being uninsured and having worse health outcomes, and to determine if there is a need for accessible nutrition and/or exercise resources for this population. To conduct this research, a survey was distributed at the Cherry Hill Free Clinic …


Health Disparities Among Adults With Disabilities, Kirsten Carlberg, Madison Plone, Chrismely Castro, Nayarith Lopez May 2024

Health Disparities Among Adults With Disabilities, Kirsten Carlberg, Madison Plone, Chrismely Castro, Nayarith Lopez

Rowan-Virtua Research Day

Background: According to the Centers for Disease Control (CDC), 27% of adults in the United States (US) live with a disability. These disabilities are often accompanied by poorer health outcomes with adults with disabilities reporting higher rates of obesity, diabetes, and cardiovascular disease. This review aims to characterize rates of disability among young adults in Camden County, New Jersey.

Methods: Data was collected from the CDC and United States Census and analyzed using Microsoft Excel 365.

Results: In 2022, 9.7% of residents of Camden County aged 18-34 were reported as disabled while the rate was 8.3% of US residents nationwide. …


Diabetes Health Education For South Jersey Communities, Heaven Chu, Sarah Tamous, Ashhabal Kavvi, Amin Khan May 2024

Diabetes Health Education For South Jersey Communities, Heaven Chu, Sarah Tamous, Ashhabal Kavvi, Amin Khan

Rowan-Virtua Research Day

Diabetes is a chronic health condition that hinders the body’s metabolic process using insulin to maintain glycemic homeostasis. It is prevalent worldwide, with about 10% of the global adult population affected. Socio-economic and cultural factors and determinants make diabetes and diabetes management more of a health risk for certain populations rather than others. The prevalence of diabetes in the United States is higher than the global average and the risk factors disproportionately affect disadvantaged communities.

This study was designed to investigate health disparities in diabetes among a diverse population sample. The study included researching the disparities of diabetes patients in …


Barriers To Healthcare Access Between English And Spanish Speakers In An Underserved Population, Adeena Javed, Dale Johnson, Gerardo J. Rivera-Colón, Nathaniel J. Byrnes, Kristin Bertsch, Anne C. Jones May 2024

Barriers To Healthcare Access Between English And Spanish Speakers In An Underserved Population, Adeena Javed, Dale Johnson, Gerardo J. Rivera-Colón, Nathaniel J. Byrnes, Kristin Bertsch, Anne C. Jones

Rowan-Virtua Research Day

• According to the NJ State Department of Health, Atlantic County has higher rates of smoking, respiratory disease, hypercholesterolemia, as well as death rates due to coronary heart disease, HIV, and all cancers compared to the NJ state average1,2.

• With over 20% of Atlantic County's population identifying as Hispanic, Spanish speakers encounter greater obstacles compared to their English-speaking counterparts in accessing healthcare services and improving health outcomes1,2 .

• Existing research indicates that various factors, including health insurance coverage, proximity to healthcare facilities, transportation options, health literacy levels, and trust in the medical profession, significantly influence access to healthcare …


Waiting For A Cure: Factors Influencing Melanoma Treatment Delays, Lisa Huang, David Rubin, Lothar Vidal, Jordan Riser, Christopher Jones, Samantha Hiester May 2024

Waiting For A Cure: Factors Influencing Melanoma Treatment Delays, Lisa Huang, David Rubin, Lothar Vidal, Jordan Riser, Christopher Jones, Samantha Hiester

Rowan-Virtua Research Day

Melanoma, with a five-year survival rate of 94% in early-stage diagnosis, drops significantly when diagnosed at later stages, making identifying barriers to timely treatment crucial. This literature review examines factors influencing melanoma treatment wait times and their impact on patient outcomes. Elderly, male, and Medicare patients, along with those with higher Breslow thickness and severe melanoma stages, experienced longer wait times. Patients receiving intervention within 30 days had better survival rates. Lack of knowledge and misconceptions about melanoma contribute to delayed care, particularly in communities with lower incidence rates. Black patients faced longer waits from diagnosis to surgery, indicating disparities. …


Community Health Worker: High Risk Stabilization Study, Benjamin Infosino, Richard Jermyn, Jaimy Jabon May 2024

Community Health Worker: High Risk Stabilization Study, Benjamin Infosino, Richard Jermyn, Jaimy Jabon

Rowan-Virtua Research Day

Introduction: Hypertension is a common health concern among Americans of all age groups. Unregulated hypertension can lead to complications such as atherosclerosis that contributes to an increased risk of heart attack and stroke. The identification of individuals with hypertensive blood pressures allows for the targeted distribution of health management advice and resources.

Methods: Blood Pressure measurements are obtained by Community Health Workers at public events through free health screenings

Results: Assessing the efficacy of CHW’s efforts to direct high-risk individuals to proper resources for control of their blood pressure relies on the presence of follow up BP measurements that can …


Cut The Pressure: Blood Pressure Screening In A Community Based Setting, Harold Kareem Knight Jr., Katharine Milani May 2024

Cut The Pressure: Blood Pressure Screening In A Community Based Setting, Harold Kareem Knight Jr., Katharine Milani

Rowan-Virtua Research Day

This study addresses the pressing issue of cardiovascular health disparities in African American males through community-based interventions, specifically blood pressure screenings and surveys conducted in a local barbershop setting. Despite a preference among participants for clinical settings, an overwhelming 97.7% expressed high comfort levels in the community-based environment, highlighting the importance of culturally sensitive approaches in healthcare delivery. With 92.5% indicating willingness to return for future screenings, the study underscores the efficacy of non-traditional settings in fostering healthcare engagement. Findings suggest the potential for broader impact through scalable, community-centric initiatives, offering promising avenues for improving health outcomes in underserved populations.


Sunscreen Cost And Its Effect On Skin Cancer In Low-Income Communities: A Systemic Review, John Sauer May 2024

Sunscreen Cost And Its Effect On Skin Cancer In Low-Income Communities: A Systemic Review, John Sauer

Rowan-Virtua Research Day

This research examines the pivotal connection between sunscreen affordability and its impact on skin cancer prevalence, especially in low-income communities. Despite universal dermatological recommendations for daily sunscreen use, stringent criteria contribute to elevated prices, averaging around $10 for a 6 oz unit. This financial strain is compounded for families adhering to recommended application rates, leading to significant economic burdens. Outdoor laborers, less likely to follow guidelines, face heightened risks. Government programs' excluding sunscreen costs further exacerbate challenges for low-income communities, contributing to increased skin cancer incidence. This review aims to establish a correlation between sunscreen cost and skin cancer rates, …


Community Healthcare Workers (Chw) High-Risk Stabilization Study: Does The Ability Of Chws At Mobile Covid Clinics To Link Patients With Uncontrolled Diabetes To A Physician Improve Short Term Outcomes?, Mo Hadaya, Venkateswar Venkataraman, Jaimy D. Jabon, Kenneth W. Stagliano, Richard T. Jermyn May 2024

Community Healthcare Workers (Chw) High-Risk Stabilization Study: Does The Ability Of Chws At Mobile Covid Clinics To Link Patients With Uncontrolled Diabetes To A Physician Improve Short Term Outcomes?, Mo Hadaya, Venkateswar Venkataraman, Jaimy D. Jabon, Kenneth W. Stagliano, Richard T. Jermyn

Rowan-Virtua Research Day

Uncontrolled diabetes may cause preventable but significant effects. One major preventative measure is early screening; there are hopes that community healthcare workers can increase awareness and screening availability, especially in underserved populations. We hosted and recorded logs of patients at mobile COVID health clinics, educating those with uncontrolled diabetes and connecting them to healthcare. We then looked to see if any patients had improvements in blood glucose to non-diabetic levels. 378 patients were logged, but only 138 were in events that had a significant amount of repeat visits. Twenty-five of them had blood sugar indicative of uncontrolled diabetes. Out of …


What More Can Be Done? Childhood Obesity In Glassboro, Nj, N. Mirmanesh, Seth Spicer, Stephen Acheampong, Mary K. Duggan May 2023

What More Can Be Done? Childhood Obesity In Glassboro, Nj, N. Mirmanesh, Seth Spicer, Stephen Acheampong, Mary K. Duggan

Rowan-Virtua Research Day

Childhood obesity is a growing public health concern in the United States, with an estimated 20% of American children being obese. In New Jersey (NJ), 9% of high school students are obese, and there are disparities in obesity rates based on gender, sexual identity, and race/ethnicity. In Gloucester County, NJ, limited data is available on childhood obesity rates, but 36.4% of adults are obese, and lower SES is related to higher rates of obesity in youth. To address this issue, this research poster proposes a partnership with the Boys and Girls Club of Glassboro to provide nutritional resources and create …


The Correlation Between Serum C-Reactive Protein Level And Risk Of Future Cardiovascular Disease: A Neurodivergent Population Dilemma, Brandon Cunha, Andrea Iannuzzelli, Venkateswar Venkataraman May 2023

The Correlation Between Serum C-Reactive Protein Level And Risk Of Future Cardiovascular Disease: A Neurodivergent Population Dilemma, Brandon Cunha, Andrea Iannuzzelli, Venkateswar Venkataraman

Rowan-Virtua Research Day

Extensive research on neurotypical (NT) populations has demonstrated that a chronically elevated level of serum C Reactive Protein (CRP) is a strong predictor of future cardiovascular disease (CVD). Interestingly, many neurodivergent (ND) populations experience chronically elevated CRP levels higher than NT controls. Current research is concerned with establishing the significance of this relationship to accurately predict CVD risk for potentially at risk ND patients. To contribute to this gap in knowledge, the Rowan-Virtua Regional Integrated Special Needs (RISN) Center patient population will be studied to identify trends in baseline serum CRP levels across a multitude of ND conditions. A clinical …


Barriers To Colorectal Cancer Screening For Low-Income Hispanic Men In Urban Areas Between 50-75, Alex Vega May 2023

Barriers To Colorectal Cancer Screening For Low-Income Hispanic Men In Urban Areas Between 50-75, Alex Vega

Rowan-Virtua Research Day

Colorectal cancer (CRC) is the second leading cause of cancer-related deaths in the United States. Although CRC screening rates have improved in non-Hispanic whites (NHW), Hispanic adult males (HAM) aged 50-75 in urban areas continue to experience low screening rates and higher CRC morbidity and mortality. This review aims to identify the barriers to CRC screening among HAM and propose targeted interventions to increase screening rates. A comprehensive literature review was conducted using databases such as PubMed, Scopus, and Google Scholar. Key search terms included "colorectal cancer", "screening", "Hispanic adult males", "urban", "barriers", and "interventions". Factors identified include poverty, language …


Improving Access To Community Resources For Mothers In Southern New Jersey, Ariana Blake, Josalynn Maree, Nayarith Lopez, Vanessa Pizutelli May 2023

Improving Access To Community Resources For Mothers In Southern New Jersey, Ariana Blake, Josalynn Maree, Nayarith Lopez, Vanessa Pizutelli

Rowan-Virtua Research Day

Maternal mortality rates have skyrocketed across the nation. New Jersey specifically has one of the highest rates across all 50 states. According to the New Jersey Maternal Health Report, southern New Jersey has the highest maternal mortality ratio, with 91% of the maternal deaths throughout New Jersey between 2016-2018 being preventable. It is crucial that families are receiving support during pregnancy and postpartum from the health care system and their community in order to reduce this trend. Acenda Integrated Health’s Connecting NJ aims to provide community support by connecting expectant mothers and families with children under the age of 3 …


Challenges To Implementing Screening, Brief Intervention, And Referral To Treatment (Sbirt) For Substance Use In Primary Care Settings At Rowan-Virtua, Alissa Hochman, Kristy Straub, Nancy Chase, Samuel Damiri, Jenna Destefano, Allyson Distel, Sana Farhat May 2023

Challenges To Implementing Screening, Brief Intervention, And Referral To Treatment (Sbirt) For Substance Use In Primary Care Settings At Rowan-Virtua, Alissa Hochman, Kristy Straub, Nancy Chase, Samuel Damiri, Jenna Destefano, Allyson Distel, Sana Farhat

Rowan-Virtua Research Day

Background and Purpose: Implementing the SBIRT model for substance use in a primary care setting has many benefits including normalizing conversations about alcohol and other substance use into patients’ visits, thereby reducing harm, reducing consumption and its negative impact, and promoting system changes to overcome barriers to treatment access. The full scope of the current SBIRT project involves the recruitment, hiring, training, and integration of health educators in 9 primary care sites throughout South Jersey, as well as a project supervisor serving as implementation lead and liaison to medical and administrative staff at all 9 primary care sites. Initial barriers …


Food Insecurity And Dietary Restrictions, Courtney Williams, Savana Rodriguez, Tiffany Guerrero, Stephen Acheampong, Vanesa Pizutelli May 2023

Food Insecurity And Dietary Restrictions, Courtney Williams, Savana Rodriguez, Tiffany Guerrero, Stephen Acheampong, Vanesa Pizutelli

Rowan-Virtua Research Day

According to the USDA Food Insecurity affects around 10.2 percent of the US population as of 2021. For families that have members with certain dietary restriction such as, but not limited to diabetes, hypertension, gluten intolerance, lactose intolerance, and food allergies, the challenge of securing food becomes an even greater burden with having to navigate food banks or discount stores that may not offer food items that meet their dietary requirements. Families with dietary restrictions often face greater food insecurity and less access to food. More research is needed to understand the challenges families with dietary restrictions face regarding food …


Healthcare Disparities In The Lgbtqia+ Community: A Scoping Review Of Community Vs Provider Experiences, Uttara Hardikar, Alisha Vincent, Venkateswar Venkataman, Millicent Channell May 2023

Healthcare Disparities In The Lgbtqia+ Community: A Scoping Review Of Community Vs Provider Experiences, Uttara Hardikar, Alisha Vincent, Venkateswar Venkataman, Millicent Channell

Rowan-Virtua Research Day

Background: It is well-established that healthcare disparities exist in the LGBTQIA+ community. The divide is a growing concern exacerbated by recent changes in the healthcare and sociopolitical climate. To eliminate this divide and find ways to deliver better outcomes to the LGBTQIA+ is a dire need. This report analyzes the possible reasons from the community as well as the providers perspective, with a goal to find best practices that could be implemented in both components.

Methods: A scoping literature review was carried out as described below to collect perspectives from both sides: patients as well as providers.

Results: From patient …


Clinical Practice Workflow Implementation For The Improvement Of Diabetic Metric Compliance, Sugosh Anur, Sohil Khanna, Alison Mancuso, Alexander Kowalski May 2023

Clinical Practice Workflow Implementation For The Improvement Of Diabetic Metric Compliance, Sugosh Anur, Sohil Khanna, Alison Mancuso, Alexander Kowalski

Rowan-Virtua Research Day

Recent guidance suggests the management of screen-detected diabetes can be optimized using multifactorial interventions to improve overall disease burden, patient outcomes, and cost-savings. We explored preventive diabetic care and implemented interventions to increase recommended testing compliance among patients with Type II Diabetes Mellitus. This study employed a multi-faceted approach beginning with the distribution of surveys to patients in the Stratford Family Medicine Office in order to gauge their health literacy level pertaining to Diabetes management. Patient electronic medical records were evaluated to determine baseline levels for all laboratory values. Data analysis was completed using Statistical Package for the Social Sciences …


Cultural Food Accomodations In South New Jersey, Anahit Stepanyan, Resty Mercado, David Jiang May 2023

Cultural Food Accomodations In South New Jersey, Anahit Stepanyan, Resty Mercado, David Jiang

Rowan-Virtua Research Day

NJ is a melting pot of different cultures and ethnicities, each bringing their own unique customs and traditions. Of these traditions, diet and food are one of the most renowned distinctions and some of the most celebrated.

In response, several Public School districts have made halal and kosher food reforms to accommodate the rise in the Muslim and Jewish student body.

These menu accommodations were made in response to concerns about a lack of halal food options, which negatively impacted Muslim and Jewish students' health and mental well-being and can be recognized as a health disparity disadvantaging Muslim American student …


Effect Of The Covid-19 Pandemic On Hpv Vaccination Rates, Jennifer Sepede, Kathy Chen May 2023

Effect Of The Covid-19 Pandemic On Hpv Vaccination Rates, Jennifer Sepede, Kathy Chen

Rowan-Virtua Research Day

Human papillomavirus (HPV) is a common sexually transmitted infection that potentiates cancer in both males and females. There are over 200 different types of HPV and while some strains, specifically HPV 6 and 11, may result in genital and skin warts, others remain clinically silent. High risk strains, HPV 16 and 18, are most associated with cervical cancer in women. During the COVID-19 pandemic, there was widespread hesitancy and rejection towards vaccination. Similarly, the Human Papilloma Virus (HPV) vaccine has also been met with distrust since it’s release. Studies have shown that there is a low vaccination rate due to …


The Effect Of Socioeconomic Status On Primary Care Access And Cancer Screening Rates, Seth Spicer, Liam Courtney, Alyssa Laguerta, Abdul Sanni-Adam, Bharathi Balaji May 2023

The Effect Of Socioeconomic Status On Primary Care Access And Cancer Screening Rates, Seth Spicer, Liam Courtney, Alyssa Laguerta, Abdul Sanni-Adam, Bharathi Balaji

Rowan-Virtua Research Day

Background: Low cancer screening rates among specific demographics are major health issues that lead to disparities in health outcomes. Early cancer detection is crucial for cure; however, it is not well known how age, race, gender, primary care access, and socio-economic status affect cancer screening rates. This review discusses the importance of cancer screening and the factors that affect screening rates.

Purpose: The purpose of this paper is to investigate how access to primary care affects cancer screening rates, with consideration to age, race, socioeconomic status, and primary care access in order to improve screening rates in underserved populations.

Methods: …


Cardiovascular Disease Prediction Modelling: A Machine Learning Approach, Usmaan Al-Shehab, Maduka Gunasinghe, Yousuf Elkhoga, Nimay Patel, Juliana Yang May 2023

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 …


Growing Use Of Xylazine As An Adulterant In Opioids And Its Effects, Oluwapelumi Oluwo May 2023

Growing Use Of Xylazine As An Adulterant In Opioids And Its Effects, Oluwapelumi Oluwo

Rowan-Virtua Research Day

Xylazine, according to the National Institutes of Health (NIH), is a non-opioid tranquilizer used in veterinary medicine. Although this drug has not been approved for human use, it can be linked to an increase in opioid overdose deaths due to its role as an adulterant in drugs like fentanyl.

Xylazine was detected in drugs involved in 41% of all opioid-involved unintentional deaths and in 44% of all unintentional overdose deaths with fentanyl involved in the year of 2021 in Philadelphia.