Medicine and Health Sciences Commons^™

Understanding Dental Hygienists’ Knowledge, Attitudes, And Practices Regarding Hpv Vaccination, Paula M Cuccaro, Jihye Choi, Kawtar Zouaidi, Efrat K Gabay, Michael Mackert, Josefine Ortiz Wolfe

Faculty, Staff and Student Publications

The American Dental Association and American Academy of Pediatric Dentistry encourage oral health professionals to strongly recommend human papillomavirus (HPV) vaccination to prevent HPV-associated oropharyngeal cancer. This study examined oral health professionals' knowledge, attitudes, and practices regarding HPV vaccination. We used purposive sampling to recruit participants through state and national oral health societies and social media platforms. Flyers outlining eligibility criteria were distributed, and eligible participants completed an online survey. Primary measures included participants' HPV-related knowledge, attitudes, and practices, and willingness to receive HPV-related training and recommend HPV vaccination to patients, including parents of adolescents. Only responses from dental hygienists …

Updated Prevalence Estimates Of Obesity Among Adults In The United States, 2005–2018, Ashley W. Kranjac, Dinko Kranjac

Sociology Faculty Articles and Research

Introduction

Body mass index is an imperfect measure of excess adiposity but is ingrained in both research and clinical practice to define and diagnose adult obesity. The addition of waist circumference measure is recommended to fully capture obesity-related health risks at a population level. The latest reframing of obesity by the Lancet Commission relies on body mass index and waist circumference, as well as organ dysfunction and functional limitations, to differentiate between preclinical and clinical obesity.

Methods

Using data from the National Health and Nutrition Examination Survey (2005–2018), we adhere to the proposed redefinition to examine obesity trends in the …

Combine Ebis: A Novel Collaborative Method For Building Interventions From Existing Evidence-Based Interventions, Justin Knox, Kara Portier, Christopher Magana, Maggie Denning, Christopher M Ferraris, Emily Dove-Medows, Cho-Hee Shrader, Ohemaa Poku, Phil Kreniske, Robert Remien, Efrat Aharonovich, Jennifer C Elliott, Denis Nash, Kathryn Lancaster, Till Baernighausen, Kayo Fujimoto, Adam Carrico, John A Schneider, Alida Bouris, D Scott Batey, Sheree R Schwartz, Jose Bauermeister, Patrick S Sullivan, Joseph G Rosen, Gina Wingood, Milton Wainberg, Deborah Hasin, Elvin Geng, Patrick A Wilson, Stefan D Baral

Faculty, Staff and Student Publications

Purpose: Combining evidence-based interventions (EBIs) is a discrete process from adapting EBIs, and specific guidance for how to combine EBIs could be helpful amidst the proliferation of frameworks that combine and stage EBIs and calls for services to be combined or bundled. To address this gap, we developed and applied the COllaborative Method for Building INterventions from Existing Evidence-Based Interventions (COMBINE-EBIs) approach, a five-step process for combining EBIs.

Methods: The five steps of COMBINE-EBIs are: (1) Identify and Select EBIs, (2) Develop a Shared Conceptual Model, (3) Evaluate the Conceptual Model, (4) Create a Single Combined Protocol, and (5) Refine …

Proteogenomics In Cerebrospinal Fluid And Plasma Reveals New Biological Fingerprint Of Cerebral Small Vessel Disease, Ilana Caro, Daniel Western, Shinichi Namba, Na Sun, Shuji Kawaguchi, Yunye He, Masashi Fujita, Gennady Roshchupkin, Tim D'Aoust, Marie-Gabrielle Duperron, Muralidharan Sargurupremraj, Ami Tsuchida, Masaru Koido, Marziehsadat Ahmadi, Chengran Yang, Jigyasha Timsina, Laura Ibanez, Koichi Matsuda, Yutaka Suzuki, Yoshiya Oda, Akinori Kanai, Pouria Jandaghi, Markus Munter, Daniel Auld, Iana Astafeva, Raquel Puerta, Jerome I Rotter, Bruce M Psaty, Joshua C Bis, W T Longstreth, Thierry Couffinhal, Pablo García-González, Vanesa Pytel, Marta Marquié, Amanda Cano, Mercè Boada, Marc Joliot, Mark Lathrop, Quentin Le Grand, Lenore J Launer, Joanna M Wardlaw, Myriam Heiman, Agustin Ruiz, Paul M Matthews, Sudha Seshadri, Myriam Fornage, Hieab Adams, Aniket Mishra, David-Alexandre Trégouët, Yukinori Okada, Manolis Kellis, Philip L De Jager, Christophe Tzourio, Yoichiro Kamatani, Fumihiko Matsuda, Carlos Cruchaga, Stéphanie Debette

Faculty, Staff and Student Publications

Cerebral small vessel disease (cSVD) is a leading cause of stroke and dementia with no specific treatment, of which molecular mechanisms remain poorly understood. To identify potential biomarkers and therapeutic targets, we applied Mendelian randomization to examine over 2,500 proteins measured in plasma and, uniquely, cerebrospinal fluid, in relation to magnetic resonance imaging (MRI) markers of cSVD in more than 40,000 individuals. Here we show that 49 proteins are associated with MRI markers of cSVD, most prominently in cerebrospinal fluid. We highlight associations that are consistent across platforms and ancestries, and supported by complementary observational analyses, and we explore differences …

Public Health Trade-Offs During A Pandemic: Mobility Decline And Hypertension Risk In India, Arpita Khanna, Tomoki Fujii

Research Collection School Of Economics

The Covid pandemic dramatically altered patterns of daily life, particularly through widespread declines in mobility due to lockdowns and social distancing measures. While the economic and epidemiological effects of these restrictions have been widely studied, their broader health implications remain underexplored. This paper investigates the relationship between mobility decline during the Covid pandemic and hypertension outcomes in India. Leveraging district-level variation in mobility from Google Community Mobility Reports and health data from the 2019–2021 Indian Demographic and Health Survey (DHS), we find that a 1 percentage point reduction in mobility over the 30 days prior to interview is associated with …

Potential Adverse Effects On Lifestyle And Food Intake Pattern In Night Shift Workers, Stacie L. Coleman

Electronic Theses, Projects, and Dissertations

Abstract

Night shift work is prevalent in healthcare and other industries, yet its effects on lifestyle factors such as food intake, sleep quality, and mental health remain underexplored. This study investigates the impact of night shift schedules on nurses’ wellness, focusing on eating patterns, sleep, physical activity, and mood. A sample of 13 nurses were divided into two shift groups: day (n=5) and night (n=8); and they completed a questionnaire to assess the variables related to their behavior, food choices, eating habits, sleep patterns.

The results of previous research studies indicate that night shift nurses are more likely to adopt …

The Impact Of Social Media Use On Postpartum Depression, Jaila Randle

Capstone Experience: Master of Public Health

Postpartum depression (PPD) is a serious form of depression that affects one in eight women. Symptoms include feeling sad all the time, being anxious, and having trouble bonding with their child. As social media sites like Facebook and Twitter become more important for moms to find support and health information, it has become a public health concern to learn how they affect mental health after giving birth. This literature review explores the positive and negative impacts of social media use on postpartum depression among mothers. A systematic search identified peer-reviewed studies published between 2014 and 2025. Studies were selected using …

Acceptability Of Corticosteroid Use In The Treatment Of Infant Bronchiolitis: Utilizing The Theoretical Framework Of Acceptability To Design Research Instruments, Caroline R. Smetanka

Capstone Experience: Master of Public Health

Bronchiolitis is the leading cause of hospitalization among infants under six months, yet treatment remains largely supportive due to clinical guidelines that discourage pharmacologic intervention. Recent research suggests that bronchiolitis is not a uniform condition, and a subgroup of infants (those classified within “Profile A”) may benefit from targeted corticosteroid therapy. However, these treatments remain outside current clinical guidelines, and their successful adoption depends on stakeholder acceptability. This Capstone project developed and refined four data collection instruments- two questionnaires and two interview guides- designed to assess how healthcare providers and caregivers perceive the acceptability of corticosteroid treatment for Profile A …

Utilization Of Tricare’S Childbirth And Breastfeeding Support Demonstration: Access To Lactation Services Among Military Families, Holly Johnson

Capstone Experience: Master of Public Health

In January 2022, the Department of Defense launched a five-year pilot program called the TRICARE Childbirth and Breastfeeding Support Demonstration. This demonstration aimed to cover lactation services for Tricare beneficiaries. This project included an electronic survey and was created and completed by 577 participants. Eligible participants needed to have given birth in the last 24 months and have TRICARE as their primary insurance. Participants completed this survey to help understand if they were aware of lactation benefits, if they utilized the service, and if it improved their breastfeeding experience.

Out of the 577 participants, 485 were eligible for the project. …

Creating Actionable, Culturally Appropriate Interventions From Survey Data: A Community-Driven Capstone Pilot Project, Nicole Placke

Capstone Experience: Master of Public Health

The Community-Driven Capstone Track is a pilot program designed as an alternative to the traditional capstone track. With this track, students are able to engage with community partners through an integrative learning experience. The goal is to address real organizational needs in a way that demonstrates the mastery of foundational and concentration competencies.

Unlike the traditional capstone track, the CDC offers flexibility in both project type and deliverables. Rather than one formal written report, students might produce a series of products or tools. Deliverables are decided collaboratively between the student, community partners, and the faculty committee to ensure they are …

The Effectiveness Of Interventions In Reducing Sexually Transmitted Infections Among African American Adolescents: A Comprehensive Literature Review, Brandy M. Leaver

Capstone Experience: Master of Public Health

In the United States, an estimated 20 million new sexually transmitted infections occur annually, with half of the cases occurring in adolescents. The infection rate among African American adolescents is four times higher than that among white adolescents. Although many types of interventions exist, few are specifically designed for African American adolescents. In conducting this comprehensive literature review and synthesis, I examined the effectiveness of existing interventions in creating behavioral change among African American adolescents by applying the health belief model to interpret and organize the findings. The databases PubMed, Embase, and Google Scholar were searched on October 1, 2025. …

Reducing Sleep-Related Infant Deaths In Douglas County, Lauren J. Maskin

Capstone Experience: Master of Public Health

Douglas County, including the city of Omaha, covers 339.6 square miles along the border of the Missouri River in Nebraska with a population of 517,110 (https://www.douglascounty-ne.gov/) and is one of seven large urban counties in the state. There are approximately 8,000 infants born in Douglas County annually (Nebraska Vital Statistics Birth Dashboard). The Douglas County Health Department (DCHD), established in 1854, is one of the oldest county health departments in the state and manages multiple public health projects annually. In 2024-2025, a renewed focus for DCHD has been its infant mortality rate (IMR). In 2024, 44 infant mortalities occurred in …

Sars-Cov-2 Rna-Binding Protein Suppresses Extracellular Mirna Release, Hyejin Mun, Chang Hoon Shin, Qingxuan Fei, Andrea Estefania Lopez Giraldo, Kyoung-Min Choi, Ji Won Lee, Kyungmin Kim, Kyung-Won Min, Leilei Shi, Mark T Bedford, Dong-Chan Kim, Yoo Lim Chun, Seonghyun Ryu, Dongin Kim, Jeong Ho Chang, Ryan T Westrope, Michelle Shay, Edward Nguyen, Junho K Hur, Abigail Agyenda, Nam Chul Kim, Sung-Ung Kang, Woonghee Lee, Je-Hyun Yoon

Faculty, Staff and Student Publications

SARS-CoV-2 is the betacoronavirus causing the COVID-19 pandemic. Although the SARS-CoV-2 genome and transcriptome were reported previously, the function of individual viral proteins is largely unknown. Utilizing biochemical and molecular biology methods, we identified that four SARS-CoV-2 RNA-binding proteins (RBPs) regulate the host RNA metabolism by direct interaction with mature miRNA let-7b revealed by Nuclear Magnetic Resonance spectroscopy (NMR). SARS-CoV-2 RBP Nsp9 primarily binds mature miRNA let-7b, a direct ligand of the Toll-like Receptor 7 (TLR7), one of the potential SARS-CoV-2 therapeutics. Nsp9 suppresses host gene expression possibly by promoting let-7b-mediated silencing of a cellular RNA polymerase, POLR2D. In addition, …

Identifying Alcohol Intervention-Relevant Constructs For Greek Life: Examining Across Greek Membership And Gender Among College Students, Emily Susan Renzoni

Psychology Theses & Dissertations

Among college populations, students who are members of social Greek life organizations (i.e., social fraternities and sororities) drink more and experience higher rates of negative alcohol-related consequences than their non-affiliated peers. Although there has been success of alcohol interventions in general college populations, research has shown that college drinking interventions that are delivered to students in Greek life are not efficacious in reducing alcohol consumption or related consequences. It is meaningful to investigate if the content commonly addressed in these interventions, although well-documented as being linked to drinking in the general college population, has the same associations for students who …

Assessing The Impact Of Maternal Oral Health On The Risk Of Adverse Birth Outcomes, May Amr Salama

Health Services Research Dissertations

Preterm birth (PTB) and low birth weight (LBW) are leading causes of neonatal morbidity and mortality. Maternal periodontal disease (PD) has been increasingly linked to these adverse birth outcomes (ABOs), yet questions about causality and treatment effectiveness persist due to study design heterogeneity and potential unmeasured confounding. These gaps hinder the development of clear clinical and public health guidelines. This dissertation addresses these gaps through three interconnected studies assessing the relationship between maternal oral health and ABOs.

The first study employed a meta-epidemiological analysis of 62 original studies from nine systematic reviews to evaluate the impact of unmeasured confounding on …

Insecticide-Treated Net Use And Elimination Of Malaria In Sub-Saharan African Countries: Assessing The Global Technical Strategy Using An Evolutionary Game Approach, Laxmi, Tamer Oraby, Michael G. Tyshenko, Ina Danquah, Samit Bhattacharyya

School of Mathematical & Statistical Sciences Faculty Publications

Background: Malaria continues to be a major public health challenge in Sub-Saharan Africa (SSA), where the majority of the countries have not met the World Health Assembly's endorsed Global Technical Strategy (GTS) milestones in 2020 for malaria reduction. Insecticide-treated net (ITN) usage is a well-established and effective intervention, often outperforming other measures such as indoor residual spraying (IRS). However, multiple survey studies have reported improper use of ITNs across various SSA countries. This misuse likely poses an important barrier to the intervention's success, although it remains a largely untested hypothesis.

Methods: We developed a behaviour-incidence model and statistical analysis of …

Prevalence And Trends Of Coexisting Forms Of Malnutrition And Its Associated Factors Among Children Aged 6–59 Months In South And Southeast Asia, 1996–2022: A Cross-Sectional Time Series Study, Wenjie Guo, Maggie Zgambo, Sanmei Chen, Yoko Shimpuku

Research outputs 2022 to 2026

Background: South and Southeast Asia face severe malnutrition in children under five, with coexisting forms of malnutrition (CFM) exacerbating mortality risks and posing greater challenges than isolated forms of malnutrition. We aimed to assess the prevalence, trends, and factors of CFM among children aged 6–59 months in South and Southeast Asian countries and the entire region. Methods: We used anthropometric and hemoglobin data from 515,170 children aged 6–59 months in seven low- and middle-income South and Southeast Asian countries, based on Demographic and Health Surveys conducted between 1996 and 2022. Weighted multivariable logistic regression was performed to identify the sociodemographic …

Imbalances In Circulating Monocyte And High-Density Lipoprotein Cholesterol Exacerbates The Residual Risk Of Incident Myocardial Infarction Beyond Ldl-C: A Real-Life, Prospective Cohort Study, Dan Wu, Yulong Lan, Xiong Ding, Lois Balmer, Xingang Li, Wei Wang, Shouling Wu, Youren Chen

Research outputs 2022 to 2026

Background: A sustained oversupply of monocytes and markedly decreased levels of high-density lipoprotein cholesterol (HDL-C) are notable in high-risk groups with residual cardiovascular risk, despite aggressive low-density lipoprotein cholesterol (LDL-C) lowering. This study aimed to explore whether an imbalance in circulating monocyte and HDL-C levels accounts for the residual risk of incident myocardial infarction (MI) within optimal LDL-C levels. Methods: A total of 48,522 participants free of cardiovascular diseases from a real-life, prospective cohort (Kailuan study) were included. The monocyte count, HDL-C level and monocyte-to-HDL-C ratio (MHR), calculated as time-averaged cumulative and baseline values, were used as the exposures. Time-to-event …

Feasibility Of Home-Based Urine Collection In Children Under 5 Years In The Origins Birth Cohort Study: Mixed Method Protocol And Sample Completion Results, Courtney D.A. Kidd, Najma A. Moumin, Andrea Macrae, Tim J. Green, Desiree T. Silva, Susan L. Prescott, Nina D’Vaz

Research outputs 2022 to 2026

Background: Urine is an attractive biospecimen for nutritional status and population health surveys. It is an excellent non-invasive alternative to blood for appropriate biomarkers in young children and is suitable for home-based collection, enabling representative collections across a population. However, the bulk of literature in this population is restricted to collection in primary care settings. Feasibility of home-based collection at scale has not been tested. Here, we describe a mixed method approach to collect urine samples in a large cohort study with children under 5 years. Methods: The ORIGINS Project is an ongoing birth cohort investigating early life influences on …

Income Inequality And Self-Reported Health: A Difference-In-Differences Study, Kola Adegoke

Health & Biomedical Sciences Faculty Publications

Background: Health disparities in the United States (US) are closely linked to income inequality. While many studies have reported associations between income and health, causal evidence remains limited.

Objective: To estimate the causal effect of income-equalizing state policies, such as minimum wage increases, Medicaid expansion, and Earned Income Tax Credit (EITC) adjustments, on adult self-rated health using a difference-in-differences (DiD) framework.

Methods: Using the Centers for Disease Control and Prevention (CDC) Behavioral Risk Factor Surveillance System (BRFSS) data from 2018 to 2023, a 2-way fixed-effects DiD model was employed to compare changes in the proportion of adults reporting fair or …

Wildfire Smoke And Public Health: Comparing 2023 Canadian Wildfire Events With Hospital Admissions In Douglas County, Nebraska, Jeremy Poell

Capstone Experience: Master of Public Health

Wildfires are becoming increasingly common in Canada and the United States. Smoke produced from these fires creates a multitude of air pollution constituents that can cause breathing and other health issues for humans, particularly those with asthma and other respiratory conditions. Of these pollutants, PM2.5 (particulate matter that is 2.5 microns or smaller) is particularly problematic as these particles are inhaled deep into lung tissue, where they create inflammation and oxidative stress. Poor air quality can also trigger asthma and respiratory issues, leading to an increase in emergency department admissions for breathing treatments. The goal of this study is to …

A Replication Study- Frequent Social Media Use And Experiences With Bullying Victimization, Persistent Feelings Of Sadness Or Hopelessness, And Suicide Risk Among High School Students- Youth Risk Behavior Survey, United States (2023), Diana C. Andrade

Capstone Experience: Master of Public Health

This replication study examines the association between frequent social media (SM) use and bullying victimization, persistent feelings of sadness or hopelessness, and suicide risk among U.S. young adults using data from the 2023 Youth Risk Behavior Survey. The study replicates the findings of Young et al. (2024), the first CDC report to incorporate SM into national adolescent behavioral surveillance. Using a weighted, cross-sectional sample of 15,203 students, the replication analysis estimated unadjusted and adjusted odds ratios for outcomes, controlling for age, sex, race/ethnicity, and sexual identity. 77% of students reported frequent SM use. It was significantly associated with higher odds …

Analysis Of The Hospital Medical Surge Preparedness Index In Relation To Hospital Characteristics And Social Determinants Of Health, Philipp Lirk

Capstone Experience: Master of Public Health

Objective

Substantial investments have been made in hospital emergency preparedness. The Hospital Medical Surge Preparedness Index (HMSPI) has been proposed as a metric to assess health system readiness. This index summarizes hospital system characteristics, space and facilities, staff availability, and supply planning.

Methods

The primary objective was to evaluate the relationship between the HMSPI and characteristics of the respective hospitals, including size, type, location, performance on the Hospital Resilience Index (HRI), and Social Determinants of Health (SDoH).

Results

Higher HMSPI scores were found in suburban compared to rural hospitals, a higher HMSPI in larger hospitals with greater patient volumes and …

Evaluating Knowledge Of Emergency Procedures For Top Hazards Among Hospital Staff, Aisha Zahid

Capstone Experience: Master of Public Health

Hospitals serve as frontline responders during public health emergencies, but the effectiveness of their response relies heavily on staff awareness and engagement with emergency preparedness training. This capstone project assesses hospital staff’s baseline knowledge of procedures for responding to the top emergency hazards. These hazards were selected based on Nebraska Medicine’s biannual Hazard Vulnerability Analysis (HVA), which identifies fire, severe weather events, and winter storms as high-priority risks requiring consistent staff readiness. Despite the existence of emergency procedures and training materials, literature reveals limited data on staff knowledge of these procedures across different hazards. This study, conducted at a large …

The Road To Regulation: A Literature Review Of The Influences On The Updated Silica Standards, Skye M. Medcraft

Capstone Experience: Master of Public Health

Silica is a hazardous compound that poses a risk to human health resulting from dust creating activities across various industries. Several agencies, including OSHA (Occupational Health and Safety Administration) and MSHA (Mine Safety and Health Administration) have adopted regulatory oversight of silica exposure in the workplace. As more research has been conducted on silica exposure, the health effects are becoming better described, which has led to the creation and updating of exposure regulations to protect worker health. The objective of this literature study is to review the data presented to the Department of Labor and discuss how the factors that …

Influence Of Food Insecurity On Adolescent Mental Health: A Comprehensive Literature Review, Sarah Foss

Capstone Experience: Master of Public Health

Food insecurity is a growing public health concern with significant implications for adolescent mental health. This literature review provides an overview of current research on the relationship between food insecurity and adolescents’ mental health in the United States. A literature review was completed to identify studies examining the association between food insecurity and anxiety, depression, or attention deficit disorder (ADD)/Attention Deficit Hyperactivity Disorder (ADHD). Evidence shows that the experience of food insecurity in adolescence is associated with a higher risk of developing or experiencing an exacerbation of anxiety, depression, or ADD/ ADHD. This review utilizes the socioecological model to explain …

A Literature Review: Back Injuries Affecting Certified Nursing Assistants In Nursing Facilities, Nesta Nsembene-Ntoutoume

Capstone Experience: Master of Public Health

Certified nursing assistants (CNAs) are at a higher risk of back injuries in healthcare, particularly in long-term care settings. This literature review assessed the primary causes of these injuries and the efficacy of current interventions, particularly Safe Patient Handling and Mobility (SPHM) programs. A total of 26 peer-reviewed articles were published between 2014 and 2025, including experimental simulations, cross-sectional and longitudinal studies, quasi-experimental training interventions, and evaluations of SPHM programs. Across the literature, the primary contributors to back injuries included high physical workload, inadequate ergonomic design, limited access to assistive devices, and staff shortage.

Experimental and biomechanical studies have demonstrated …

Linking Training To Confidence: A Literature Review On Advancing Nutrition Environments In Child Care Programs, Jeanne M. Vanorsdal

Capstone Experience: Master of Public Health

This comprehensive literature review examined child care nutrition training interventions using the Health Belief Model (HBM) to understand how to increase providers’ ability to serve nutritious food. By analyzing HBM constructs such as perceived severity, benefits, and barriers, the review assessed how training influences provider abilities and identified barriers and facilitators to consistently offering healthy meals and snacks. Studies were 1) published in English; 2) research conducted in the United States; 3) population involved home-based or center-based child care providers caring for children from birth to age 5; 4) articles published from January 1, 2015, to October 5, 2025; 5) …

Infectious Disease Crisis Communication After The Covid-19 Pandemic, Macy Lloyd

Capstone Experience: Master of Public Health

Since the COVID-19 pandemic, the United States has experienced a proliferation of mis- and disinformation, an increasing politicization of health and science, and growing distrust in government, science, and institutions. While these trends present challenges for normal public health communications, during a public health emergency, such as an infectious disease outbreak, these challenges are even more acute. To address challenges at the local level, health departments need plans, products, and tools that adapt health crisis communications to the current media environment and meet community members where they are across the trust continuum. To develop an infectious disease incident communication plan, …

Neighborhood-Level Social Vulnerability, Race And Ethnicity, And Stage At Diagnosis: A Population-Based Study Of 12,957 Patients With Oral Cavity Cancer, Guillermo A Tortolero, Erich M Sturgis, Jose-Miguel Yamal, Melissa F Peskin, Cici Bauer, Caitlin C Murphy

Faculty, Staff and Student Publications

Background: Oral cavity cancer (OCC) is marked by racial and ethnic disparities. We examined these differences in OCC stage at diagnosis and whether neighborhood-level social vulnerability, a measure of susceptibility to hardship at the census-tract level, modifies disparities.

Methods: We identified adults newly diagnosed with OCC (1995 to 2020) from the Texas Cancer Registry. We estimated the association between stage at diagnosis and race and ethnicity using logistic regression and assessed effect modification by neighborhood-level social vulnerability.

Results: The sample included 12,957 reported OCC cases, 77% non-Hispanic White, 6% non-Hispanic Black, and 14% Hispanic patients, and 47.4% late stage at …