Public Health Commons^™

Terminal Digit Preference And Threshold Avoidance In Digital Blood Pressure Measurements During Pregnancy: Secondary Analysis Of Data From The Clip And Precise Cohorts, Peter Dadelszen, Akshdeep Sandhu, Jeffrey Bone, Rahat Qureshi, Olukayode Dada, Ashalata Mallapur, Marleen Temmerman, Marie-Laure Volvert, Joseph Waiswa, Moses Mukhanya, Angela Koech

Centre of Excellence in Women and Child Health

Background:Screening for, detecting, and managing pregnancy hypertension is a core function of antenatal care. To reduce both training requirements and the risks of measurement error in blood pressure (BP) values, automated and semiautomated BP devices have been validated in pregnant women with normal BP and pregnant women with hypertension and introduced for serial antenatal measurement of BP.

Objectives:The study aimed to (1) determine whether or not repeated BP measurements reduced the presence of terminal digit preference and (2) discern whether or not there was evidence of threshold avoidance in the Community-Level Interventions for Preeclampsia (CLIP) trials compared with …

Family Planning Exemplar Country Selection Methodology: Time Lag And Trends Analysis, Zahid Memon, Abeer Mian, Ira Martopullo, Narjis Hussain, Zeba Sathar, Ali Mohammad Mir, Michael Mbizvo, Marleen Temmerman, Jen Drake, Zulfiqar Bhutta

Centre of Excellence in Women and Child Health

Introduction While many countries achieved notable gains in contraceptive use levels after the 1994 International Conference on Population and Development which redefined family planning (FP) as a human right, there was a long period of 15 years when contraceptive use levels did not receive due attention. It was only later that its subsequent inclusion in the Sustainable Development Goals and the 2012 London Summit on FP renewed global commitment and a focus towards FP. This paper aims to select countries that identify as ‘exemplar’ low-middle-income countries that have achieved exceptional progress in FP. Examining these outliers can uncover actionable drivers …

Enhancing Emergency Department Preparedness For Amniotic Fluid Embolism Through Evidence-Based Simulation Training, Olivia M. Smoak

Doctor of Nursing Practice Final Manuscripts

Maternal mortality in the United States remains a significant and worsening public health concern, with increasing reliance on emergency departments (EDs) as access points for maternal care. Emergency clinicians are therefore more likely to encounter high-acuity obstetric emergencies, including maternal cardiac arrest and amniotic fluid embolism (AFE), yet often receive limited formal training in these conditions. Simulation-based education, interdisciplinary training, and cognitive aids have been identified as effective strategies to improve performance in high-risk, low-frequency events.

The purpose of the evidence-based practice project was to evaluate whether an interdisciplinary simulation with obstetric-led debrief and introduction of the AFE checklist improves …

Clinician Perspectives On Fistula Mental Health, Victoria K. Leonard

Doctoral Dissertations

Background – Obstetric fistula is a childbirth injury caused by prolonged labor that leads to stillbirth and incontinence, spurring social exclusion and isolation. These layers of trauma put women with fistula at great risk for psychological suffering, which has profound negative socioeconomic impacts on them, their families, and communities. This study captured treatment as usual at Comprehensive Community Based Rehabilitation in Tanzania (CCBRT), the country’s largest provider of fistula care.

Method – Improving holistic fistula treatment requires engaging the clinicians who care for women with fistula. This study aimed to investigate the training, beliefs, and treatment approaches of nurses and …

Molecular Classification And Association With Survival Outcomes In High-Intermediate And High-Risk Early-Stage Endometrial Cancers: Ancillary Analysis Of Gog-0249, Lindsay Kuroki, Danielle Enserro, Heather Lankes, Kyle Strickland, Rebecca Previs, Aine Clements, Matthew Powell, Ann Klopp, Elena Ratner, Paul Disilvestro, Casey Cosgrove, Guilherme Henrique Cantuaria, Nicola Spirtos, Michael Carney, Mitchell Edelson, Gottfried Konecny, Penny Anderson, Christopher Tarney, Britt Erickson, Meredith Newton, Krishnansu Tewari, Premal Thaker, David Warshal, Amy Armstrong, Xun Clare Zhou, Angeles Alvarez Secord

Abington Jefferson Health Papers

OBJECTIVE: Determine whether mismatch repair (MMR) and p53 expression predict recurrence-free survival (RFS) and overall survival (OS) in early-stage endometrial cancer (EC) patients treated with vaginal cuff brachytherapy plus chemotherapy (VCB/C) versus pelvic radiation therapy (RT).

METHODS: In the GOG-0249 trial, 601 patients with high-intermediate risk (HIR) early-stage EC were randomized to VCB/C (carboplatin/paclitaxel for 3 cycles) or pelvic RT. Molecular subgroups, deficient MMR (dMMR), p53 wildtype (p53wt), p53 abnormal (p53abn), were determined by immunohistochemistry. Five-year RFS and OS were analyzed using Kaplan-Meier curves and Cox proportional hazards models, adjusting for lymphadenectomy, planned VCB, and treatment group.

RESULTS: Among 315 …

Expert Recommendations To Strengthen Chikungunya Outbreak Surveillance And Reporting For Traveler Health Protection, Daniel C. Payne, Karoun H. Bagamian, Jeffery Goad, Nathan D. Grubaugh, Michael A. Johansson, Moritz U. G. Kraemer, Eyal Leshem, Francesca F. Norman, Alfonso J. Rodríguez-Morales, Henrik Salje, Stephen Thomas, Scott C. Weaver, Lindsey A. Laytner, Rebecca Sturgis, Suzanne K. Scheele, Davidson H. Hamer

Pharmacy Faculty Articles and Research

Chikungunya, a debilitating mosquito-borne disease caused by chikungunya virus, has surged dramatically in the past two decades. Chikungunya outbreaks can intensify rapidly, with infections posing a significant endemic health burden in tropical/subtropical areas and for travelers. Health professionals require timely and accurate outbreak information to adequately protect travelers and assess chikungunya risk. However, detection is often insufficient in the areas most susceptible to outbreaks, leading to diagnostic and reporting delays. Consequently, travelers are often unaware of increased chikungunya infection risk at their destination. We assessed chikungunya surveillance and reporting resources, and we developed expert recommendations for traveler health protection. Because …

Implementation Of A Language-Concordant Follow-Up Protocol To Reduce Percutaneous Nephrostomy Tube Complications: An Evidence-Based Practice Project, Marisol Ornelas

Loma Linda University Electronic Theses, Dissertations & Projects

Purposes/Aims: Complications of percutaneous nephrostomy tubes (PCN) are common after discharge. Language barriers place patients at higher risk for misunderstanding discharge instructions. This evidence-based project evaluated whether a bilingual follow-up protocol three days post-discharge reduces PCN complications in patients.

Methodology: This project utilized the Johns Hopkins Nursing Evidence-Based Practice Model. The project leader reviewed the literature, synthesized the evidence, and developed a standardized PCN discharge training and bilingual PCN follow-up protocol.

Implementation: Unit nurses received training to standardize the PCN discharge process. Nurses educated PCN patients using the standardized process at the time of discharge. Three days …

Surgical Site Infection Prevention And Education With Breast Reconstruction Patients - An Evidence-Based Practice Project, Monica Gaspard

Loma Linda University Electronic Theses, Dissertations & Projects

Introduction and Background

Breast cancer is a disease characterized by abnormal cell growth that develops from interactions including genetics, environment, and cellular functions (Taurin & Alkhalifa, 2020). Breast cancer is common in women, and breast reconstruction is a main course of treatment (Taha et al, 2023). One in eight women may have breast cancer in their lifetime (Tedesco & Loerzel, 2020). In the United States, 151,641 breast reconstruction surgeries were reported in 2022 by the American Society of Plastic Surgery (Perez et al., 2024). The infection rate after breast reconstructive surgery can be as high as 25% and occurs within …

Health Practices And Use Of Traditional Medicine Among Asian Indian Immigrants In The United States: A Pilot Study, Parita Patel, Anil N.F. Aranha

Medical Student Research Symposium

Title: Health Practices and Use of Traditional Medicine Among Asian Indian Immigrants in the United States: A Pilot Study

Authors

Parita Patel, MPH¹; Anil N.F. Aranha, PhD^1,2

Medical Education¹, Internal Medicine², Wayne State University School of Medicine, Detroit, Michigan

Abstract

Background and Purpose: Traditional and alternative medicine (TAM), including Ayurveda, Homeopathy, Naturopathy, and home remedies, remains widely used among Asian Indian (AI) immigrants in the United States alongside Western medicine. Cultural familiarity, family influence, and perceived safety shape these practices. This pilot study examined TAM prevalence, patterns, and perceptions among AI immigrants and …

Environmental Mercury Alters Immune Pathways Linked To Autoimmune Risk In Mice Mirroring Humans, Maurgan Lee, Paul Stemmer, Randall Gill, Allen Rosenspire, Anil Aranha, Heather Gibson

Medical Student Research Symposium

Background and Purpose: Mercury is a pervasive environmental contaminant, and human epidemiologic studies have linked chronic low-level exposure to increased autoimmune disease-risk. Dysregulated lymphocyte activation and impaired signaling tolerance are central mechanisms in human autoimmunity. Protein phosphorylation governs lymphocyte differentiation and function, alterations in phosphoproteomic networks may represent a signature of immune disruption. This study evaluates how low dose mercury exposure modifies B and T cell abundance and intracellular signaling patterns in BALB/c and Diversity Outbred (DO) mice.

Methods: BALB/c and DO mice were exposed to low dose HgCl2 in their water for two weeks or provided standard water controls. …

Impact Of Dietician Counseling On Outcomes In Newly Diagnosed Celiac Disease, Andreas Mozny B.A., Alyusuf Elnaggar B.A., James Mo M.D., Suraj Suresh M.D.

Medical Student Research Symposium

Title: Impact of Dietician Counseling on Outcomes in Newly Diagnosed Celiac Disease

Background: Dietician counseling is routinely recommended for newly diagnosed celiac disease (CD), yet its measurable impact is not well defined. This study examined whether early dietician involvement improves clinical symptoms or serologic outcomes.

Methods: We retrospectively reviewed adults with biopsy-confirmed CD at a single center from 2020–2024. Demographics, symptoms, and laboratory data were collected by chart review with ≥6 months of follow-up. Patients who met with a dietician formed the dietician group; all others were assigned to the non-dietician group. Fisher's Exact tests evaluated abdominal …

Titanium Dioxide: An Inquiry Into The Mechanisms And Implications Of Exposure In Gut Dysbiosis And Metabolic Disorders, Meghan Gardiner

Senior Honors Theses

Titanium dioxide (TiO₂) is one of the most prevalent food additives utilized in commercial products in the United States. While TiO₂ was originally hailed as a nontoxic and cost-effective additive, studies are beginning to reveal that TiO₂ is not as safe as it once seemed. TiO₂ may contribute to the development of insulin resistance and metabolic disorders through direct and indirect mechanisms. The compound induces gut dysbiosis, leading to alterations in bacterial metabolites and pro-inflammatory cytokines, which results in the selective resistance of glucocorticoid receptors. Additionally, TiO₂ itself can translocate from the gut to …

Indocyanine Green Focused Near-Infrared Fluorescence Lymphography Localization In Treatment Of Chyle Leak After Mastectomy With Targeted Left Axillary Sentinel Node Biopsy For Breast Cancer., Bradley C Kruithoff, Dawn Cox, Mark Cripe

Women’s Health Articles

We present a woman in her 60s who underwent bilateral mastectomy with left axillary targeted lymph node biopsy in the setting of high grade invasive ductal carcinoma of the left breast with metastasis to a left axillary lymph node. Her postoperative course was complicated by high output milky drainage from her left axillary surgical drain, consistent with a chyle leak, after confirmatory testing demonstrated drain fluid with high triglyceride content. The patient failed non-operative management consisting of low-fat diet and compressive measures. Ultimately, the patient returned to the operating room where indocyanine green near-infrared fluorescence lymphography was used to localized …

Prenatal Care, Pregnancy Risk, Birth Outcomes And The Role Of Neighborhood Characteristics, Monica Garcia-Perez Phd, Randy Huard Phd, Christopher Thoms Phd, David Tilstra Md

InnovateHER Meeting 2026

This study links 2024 CentraCare Health birth records with neighborhood census tract conditions from the National Neighborhood Data Archive (NaNDA, 2020/2021) to examine how place, prenatal care, and clinical risks influence birth outcomes in Central Minnesota. Neighborhood factors are standardized and paired with measures of prenatal-care adequacy and pregnancy-risk indicators in a series of multivariate linear models to explore their effect on birth outcomes. Analyses adjust for maternal demographics and clinical risks to identify independent neighborhood effects. A privacy-preserving, tract-linked dataset is also created to help local partners target high-need prevention areas.

Utilizing Remote Patient Monitoring With Dnp Students To Provide Pre-Natal Care, Sara Mccumber

InnovateHER Meeting 2026

This educational project introduced Nurse Practitioners to the use of RPM during pre-natal care for a patient with pre-natal hypertension. Hypertension is a risk factor in 16% of pregnancies and 5-8% of US births are impacted by hypertensive disorders and preeclampsia (CDC, 2023).

Identification and effective management of hypertension in pregnancy recently was an initiative of the Minnesota Perinatal Quality Collaborative (MPQC, 2022).

Improving Hormone Therapy Replacement Use Through Provider Education, Caitlin Schmidt, Jennifer Peterson

InnovateHER Meeting 2026

Menopausal symptoms significantly affect quality of life, yet hormone therapy (HRT) remains underutilized in primary care settings. This quality improvement project assessed whether a brief educational intervention could improve provider knowledge and prescribing confidence. A pre–post survey design revealed increased knowledge, greater guideline awareness, and heightened willingness to prescribe HRT following a 10–15 minute educational module.

Multiple Interest Holder Perspectives Of The True Grit Sci Residential Program: A Mixed Methods Program Evaluation, Keara Mcnair

Seton Hall University Dissertations and Theses (ETDs)

Young adults with spinal cord injury (SCI) face significant challenges during the transition to adulthood, including barriers to independence, community participation, and psychosocial adjustment (Ingimarsdóttir et al., 2023; Zebracki et al., 2010). Current rehabilitation models in the United States prioritize short-term physical recovery and offer limited support for the developmental and contextual needs that shape long-term outcomes after SCI, particularly during transitions from inpatient rehabilitation to the community (Anderson et al., 2024; Bryden & Gran, 2024). Community-based programs may help address these gaps, though few have been rigorously evaluated using implementation science frameworks that attend to health equity, contextual influences, …

Quality Improvement (Qi) Project Aimed At Reducing Unnecessary Antibiotic Usage Among Older Adult Patients By Addressing Inappropriate Antibiotic Prescribing In Primary And Long-Term Care Settings, Pamela M. Thomas

Seton Hall University Dissertations and Theses (ETDs)

Antibiotic overuse among older adults remains a significant patient safety and public health concern. Recent national data indicate that approximately 30%–50% of outpatient antibiotic prescriptions may be unnecessary, particularly for viral or self-limiting conditions (Chua et al., 2021). Antimicrobial resistance has been associated with more than 1.27 million deaths globally (Murray et al., 2022). This quality improvement project evaluated a multifaceted antimicrobial stewardship intervention in primary and long-term care settings. Baseline review of 167 antibiotic cases revealed 37.1% were inappropriate or questionable, and 28.7% lacked adequate diagnostic documentation. The intervention incorporated provider education, electronic health record decision-support tools, audit and …

Poly(Adp-Ribose) Polymerase Inhibitor Maintenance Therapy In Ovarian Cancer: A Single-Center Retrospective Study., Sydney Pence, Kayla Dyson, Kristen Waters, John O Elliott, Kellie Rath, Stuart Pierce, Amy Harper, Corinne Calo, Aine E Clements

OhioHealth Research Institute Articles

OBJECTIVE: To determine the effectiveness and tolerability of PARPi maintenance in a real-world patient population. Specifically, to assess duration of PARPi, the rate of secondary malignancies, rate of side effects, and survival.

METHODS: A retrospective review of patients with ovarian, fallopian tube, and primary peritoneal cancer at OhioHealth Riverside Methodist Hospital in Columbus, Ohio was performed. All patients diagnosed since March 2015 were reviewed for eligibility. Data was collected via EMR query and stored in REDCap. Charts were reviewed for multiple data points, including duration of PARPi use, side effects, secondary malignancies, survival, and recurrence. Data were reported descriptively with …

Level Of Comfort And Barriers To Pediatric Vaccination Among Pharmacy-Based Immunizers In California, Laressa Bethishou, Karl Hess, Richard Beuttler, Jeffery Goad

Pharmacy Faculty Articles and Research

Background

Pharmacists are increasingly recognized as accessible immunizers, yet pediatric vaccination rates in community pharmacies remain lower than those for adults, likely due to unique barriers. This study aimed to assess the comfort level of pharmacy-based immunizers in California with administering vaccines to pediatric patients and to identify barriers limiting their participation in pediatric immunization.

Methods

An IRB-approved, cross-sectional survey was distributed electronically to pharmacists, student pharmacists, and pharmacy technicians administering vaccines in California community pharmacies between November 2022 and February 2023. The survey measured comfort with vaccinating pediatric age groups, perceived barriers, and collected demographic data. Data analysis included …

Cigarette And E-Cigarette Use In Greater Philadelphia: Proportion Of Use Compared To National Data And Local Predictors Of Smoking Status, Munjireen Sifat, Joshua Banks, Lilianna Phan, Kuang-Yi Wen, Julie A. Barta, Rebecca J. Melillo, Hee-Soon Juon

College of Population Health Faculty Papers

UNLABELLED: Objective tobacco use, cigarette, e-cigarette, cancer-related beliefs, perceived risk, lifestyle attribution, cancer disparities, health equity. We assessed cigarette smoking and e-cigarette use in the Greater Philadelphia region alongside national data. The objectives were to descriptively explore differences in tobacco use by sociodemographic characteristics. We also examined cancer belief associations with smoking and e-cigarette use in the local context.

METHODS: We descriptively compared cross-sectional survey data from 2744 adults in the Sidney Kimmel Comprehensive Cancer Center (SKCCC) catchment area (Greater Philadelphia region; May-July 2022) with 6252 Health Information National Trends Survey (HINTS 6) nationally representative respondents (United States; March-November 2022). …

Evaluating The Impact Of A Standardized Intimate Partner Violence Screening Tool In A Clinical Setting, Dylan Bogucki

Evidence-Based Practice Project Reports

Intimate partner violence (IPV) is defined as any act of violence, including physical, sexual, stalking, or psychological aggression by an intimate partner, former or current. Despite being preventable, IPV remains a leading nonobstetric cause of morbidity and mortality among women, which highlights the need for systematic screening in clinical settings. The purpose of this quality improvement project is to identify women who have previously experienced or are currently experiencing IPV and to connect them with appropriate resources. Twenty-one studies were identified, all demonstrating moderate to high methodological quality and supporting the need for routine IPV screening in women’s health settings. …

Care, Control, And The Racial Regulation Of Black Women’S Reproduction In American Medicine, Rheya K. Wilk

Honors Thesis

Black women in the United States continue to experience disproportionately high rates of maternal mortality, negative reproductive healthcare experiences, and documented disparities in medical treatment. From slavery through the twenty-first century, American medicine has repeatedly positioned Black women’s reproduction as a site of regulation, rather than care, making medical mistrust among Black women a rational response to a long history of institutional conflict embedded in American medicine. Drawing on medical history and bioethical analysis, this thesis traces reproductive abuse across distinct, yet connected, eras. Beginning with antebellum gynecological experimentation on enslaved women, it demonstrates how racialized assumptions about pain and …

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.

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 …

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 …

Assessing The Utilization Of Emergency Departments For Primary Care Services In Southern New Jersey, Joshua James Novello, Sheila Joazile, Mohammad Isa

Rowan-Virtua Research Day

Background: Primary care (PC) is essential to proactive, comprehensive, and preventative care that can improve patient outcomes. One-third of emergency department (ED) visits are for non-emergency care that can be appropriately treated by a PC provider. In New Jersey, more than $400 million is spent annually on avoidable ED visits. Decreasing the total PC treatable ED visits per year will improve the quality of care and decrease costs. New Jersey’s PC spending, based on total health spending, is one of the lowest in the country. Demographic and socioeconomic factors in the Social Vulnerability Index (SVI) examine potentially preventable ED …

De-Epithelialization Versus Pedicle De-Skinning In Reduction Mammoplasty: Comparative Outcomes From The Literature, Samantha Fry, Karina Vizzoni

Rowan-Virtua Research Day

Background- Reduction mammoplasty treats symptomatic macromastia. A key step involves pedicle preparation before breast mound reconstruction. Two main techniques include: De-epithelialization: Removes epidermis, preserves dermis, De-skinning: Excises both epidermal and dermal layers. Evidence comparing surgical outcomes between these techniques is limited.

Hypothesis- De-epithelialization will result in fewer vascular complications but longer operative times than de-skinning; thus, superiority depends on case selection.

Methods- A literature review identified studies on skin removal techniques in breast reduction mammoplasty.

Results- De-skinning was faster than de-epithelialization, though energy-assisted modalities were fastest. Nipple–areola complex (NAC) ischemia and necrosis rates were low across all methods. Superficial de-epithelialization …

Barriers To Palliative Care Access In Rural South Dakota: A Policy And System-Level Analysis, Harshavardhan Kadarkaraisamy

Honors Thesis

Palliative care improves the quality of life for people living with serious illness. It helps by addressing symptoms, improving communication, and providing mental, physical, and spiritual support. However, in South Dakota access to palliative care is limited in rural areas. These challenges include geographic isolation, workforce shortages, healthcare infrastructure, reimbursement, and misunderstandings about palliative care. This thesis examines the key policy barriers that limit access to palliative care in rural South Dakota. This work involves engaging with South Dakota-specific literature, rural health research, policy sources, community education, telehealth expansion, and policy reform. By focusing on the rural context of South …

Comparison Of Ecg Features, Cardiac Biomarkers, And Clinical Outcomes In Three Waves Of Hospitalized Covid-19 Pneumonia Patients With Cardiovascular Events, Yuchen Han, Jahnavi Sunkara, Tshura S Ali, Harideep Samanapally, Vidyulata Salunkhe, Fnu Deepti, Emma C. Huang, Justin J. Huang, Maiying Kong, Jiapeng Huang

The University of Louisville Journal of Respiratory Infections

Background

Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) is a rapidly evolving virus that can severely impact the cardiovascular system. With new variants, it is important to characterize wave-specific (defined by dominant circulating variants) clinical changes.

Methods

A multi-center retrospective cohort study of patients hospitalized with SARS-CoV-2 community acquired pneumonia at eight adult acute-care hospitals in the city of Louisville, KY was conducted. Patients hospitalized with Coronavirus Disease 2019 (COVID-19) community acquired pneumonia who experienced a cardiovascular event between March 2020 and July 2022 were included in this analysis. Variant assignment was based on temporal prevalence rather than genomic confirmation, and …