Epidemiology Commons^™

A Modern Analytical Method To Forecast Cerebrovascular Diseases (Cd), And Heart Diseases (Hd) Using Multivariate Time Series Model Utilizing The Cdc Provisional Mortality Data, Aditya Chakraborty, Mohan Pant

Cardiovascular Research Symposium

Background: In this study, a new analytical approach was introduced to answer specific questions related to mortalities due to cerebrovascular diseases, heart diseases, and the association of these mortalities with twelve other causes of death (COD).

Methods: A multivariate time series forecasting model was developed utilizing each of the CODs by taking the weekly and yearly seasonality into account, and the mortality counts were forecasted using the most recent CDC weekly mortality count data. A new COD data matrix was structured for all CODs as a function of weeks by combining the observed and predicted values of the mortality counts. …

Impact Of Mental Illness On Colon Cancer Screening Participation, Stephanie Tejada

Walden Dissertations and Doctoral Studies

This study analyzed the impact of mental illness on colon cancer screening participation. The research problem centers on the under-screening of colorectal cancer (CRC) in psychiatric patients, leading to delayed diagnoses and poorer treatment outcomes. This quantitative retrospective cohort study examined how demographic factors (age, gender, ethnicity), healthcare access, and support group participation influenced CRC screening among individuals with mental illness. The research used data from 571 adults aged 50 and older from the National Health Interview Survey (NHIS). The Social Ecological Model served as the guiding theoretical framework for this study. Statistical analyses included t-tests, chi-square, logistic regression, and …

Nevada Hpv Vaccine Completion Time And Adherence Among 9-14-Year-Olds From 2017-2023, Emily Sandoval

UNLV Theses, Dissertations, Professional Papers, and Capstones

The HPV (Human Papillomavirus) is one of the most common sexually transmitted infections, in the United States. Since its development in 1991, the HPV vaccine has been proven to be highly effective against the infection (Centers for Disease Control and Prevention [CDC], 2024). In order for an individual to receive optimal protection, the CDC has given guidelines dependent on age. It is important to understand changes in HPV vaccine completion for future public health immunization campaigns and objectives. To analyze how HPV completion and adherence has changed from 2017-2023 among the 9-14-year-old population, a retrospective cohort study was conducted utilizing …

Beyond The Bruise: Understanding Injury Risk Factors Among Livestock Workers In Cattle Feedyards And Animal Handling Farms And Ranches, Rishad Ahmed

Theses & Dissertations

Cattle feeding and livestock production are central to U.S. agriculture and represent some of the most hazardous occupational environments. Workers in feedyards and on cattle farms and ranches face elevated risks of injury due to physically demanding labor, frequent animal handling, and exposure to environmental and ergonomic hazards. Many feedyard workers are Hispanic/Latino immigrants who may experience additional barriers related to language, healthcare access, and job security. Similarly, injury risks among cattle producers are compounded by seasonal workload fluctuations, limited rest opportunities, and psychosocial stressors. Beyond individual impacts, agricultural injuries also pose a substantial economic burden. Recent estimates indicate that …

Symptom Clusters And Their Association With Health-Related Quality Of Life In Pediatric Cancer Survivors After Treatment Completion, Krishtee Napit

Theses & Dissertations

A critical area of cancer research, symptom management, has evolved from focusing on individual symptoms to recognizing the complexity of co-occurring symptoms, commonly referred to as symptom clusters. However, most studies on pediatric cancer symptom clusters have focused primarily on the treatment phase or long-term survivorship, overlooking the early post-treatment period. This dissertation examines the prevalence of multiple symptoms and symptom clusters in pediatric cancer survivors post-treatment; factors associated with the total number of symptoms and symptom clusters; and the association of the total number of symptoms and symptom clusters with health-related quality of life (HRQoL). We developed and tested …

An Evidence-Based Intervention To Increase Trypanosoma Cruzi, A Neglected Parasitic Infection, Diagnosis In Rural And Moderate-Size-City Us Clinics, M K. Lynn, Hunter M. Boehme, Jeffrey Hall, Patrick Kent, Alain H. Litwin, Quang H. Pham, Melissa Nolan Ph.D., Mph, Prisma Chagas Team

Faculty Publications

Background

Chagas disease is a chronic, insidious parasitic infection (Trypanosoma cruzi) that slowly develops to irreversible organomegaly over several decades. The disease is traditionally acquired in endemic Latin American countries during childhood; < 1% of foreign-born adult residents in the United States have been diagnosed or treated with this potentially fatal disease. Low physician knowledge is a primary factor leading to misdiagnosis.

Methods

Starting in April 2022, a 4-part T cruzi clinical education intervention began, which included (i) 2 grand rounds presentations to >100 internal medicine providers; (ii) implementation of a “clinical Chagas champions program” incorporating 14 key clinical staff at varying departments and administrative levels educated on their specific role related to T cruzi screening, diagnosis confirmation, clinical management, and medical billing; ( …

Disentangling The Effect Of Criminal Legal System Involvement On Mental Health In The United States, Pui Ying Chan

Dissertations and Theses

BACKGROUND: Interactions with the criminal legal system (CLS), such as through arrest or incarceration, are relatively common in the United States (US) and are increasingly recognized as social risk factors for poor mental health. Previous studies have reported a positive association between CLS involvement and poor mental health, with some theoretical frameworks, including the ecosocial theory and the stress process paradigm, supporting a plausible causal relationship. However, prior research has significant limitations in providing casual evidence given possible reverse causation in cross-sectional studies and insufficient consideration for the dynamics between CLS exposures, mental health status, and related confounders over time …

Inter- And Intra-Observer Agreement In Ultrasound Diagnosis Of Steatotic Liver Disease: Implications For Screening In Resource-Limited Settings, Maria Spencer-Sandino, Maya Balakrishnan, David Wynne, Ilona Argirion, Paz Cook, Vanessa Van De Wyngard, Noldy Mardones, Ruth Pfeiffer, Allan Hildesheim, Catterina Ferreccio, Jill Koshiol

Faculty, Staff and Students Publications

Steatotic liver disease (SLD), which is associated with increased risk of cancer-related mortality, needs timely and cost-effective detection. Although liver biopsy remains the diagnostic gold standard, its invasiveness and high-cost limit widespread use. Ultrasound is a practical and affordable alternative. We evaluated inter- and intra-observer agreement for ultrasound-based diagnosis of SLD using images from the Chile Biliary Longitudinal Study (Chile BiLS), a cohort of women with gallstones. These women have a high burden of obesity and related metabolic disorders, putting them at higher risk for SLD. A radiologist (observer 1) reviewed a randomly selected subset of 425 baseline images and …

Role Of Perceived Social Support And Knowledge Of Postpartum Depression Among Women In Anambra State, Eastern Nigeria, Raphael Oluwasina Babatola Folorunsho

Walden Dissertations and Doctoral Studies

Postpartum depression (PPD) is an increasingly pressing public health issue, particularly in low-resource settings like Nigeria, where maternal mental health tends to receive limited attention. This study explored the relationship between maternal awareness of PPD, perceived social support, and prevalence of depressive symptoms among postpartum women in the Nnewi North Local Government Area (LGA) of Anambra State. Grounded in the social support theory, health belief model, and socioecological model, the study used a descriptive cross-sectional research design. A total of 406 postpartum women attending primary healthcare centers were surveyed using validated instruments, including the PHQ-9 and MSPSS. Statistical analyses included …

Cardiometabolic Outcomes In The Obese African American Population With Rheumatoid Arthritis, Cecilia Jillo Walan

Walden Dissertations and Doctoral Studies

Rheumatoid arthritis (RA) disproportionately impacts African American adults, particularly those with obesity, due to overlapping cardiometabolic risks and health care disparities. The intersection of RA, obesity, and chronic conditions such as cardiovascular disease (CVD) and hypertension underscores the need for targeted public health interventions. This study investigated the association between RA and cardiometabolic outcomes among African American adults with obesity, aiming to identify significant predictors within this high-risk population. This quantitative study employed a cross-sectional design to analyze data from the 1999–2018 National Health and Nutrition Examination Survey undergirded by the social ecological change framework with N=23644 African American adults …

Changes In Mental Health Care Utilisation Before And During The Covid-19 Pandemic Among People Living With Hiv In The Usa: A Retrospective Cohort Study Using The All Of Us Dataset, Atena Pasha, Shan Qiao, Jiajia Zhang Ph.D., Ruilie Cai, Buwei He, Xueying Yang, Chen Liang Ph.D., Sharon Weissman, Xiaoming Li Ph.D.

Faculty Publications

Introduction Despite the profound impact of the COVID-19 pandemic on people living with HIV (PLWH) mental health, large-scale, real-world data on mental healthcare utilisation and associated factors among PLWH remain limited. This study explores mental healthcare utilisation and associated factors among PLWH during the COVID-19 pandemic.

Methods Using a retrospective cohort design, we identified and included 4575 PLWH through computational phenotyping based on relevant Observational Medical Outcomes Partnership Common Data Model concept sets from the All of Us programme between March 2018 and March 2022. Mental healthcare utilisation was measured using the yearly count of mental healthcare visits and compared …

Neighborhood Socioeconomic Status And Overall Survival Among Children With Acute Lymphoblastic Leukemia, Anna Hoppmann, Debroah M. Hurley, Stuart Cramer, Monique J. Brown Ph.D., Mph

Faculty Publications

A disadvantaged neighborhood, as represented by area-level socioeconomic status (SES) has been associated with adverse outcomes among children with acute lymphoblastic leukemia (ALL) in the US, but the duration of impact after ALL diagnosis is not well understood. This retrospective cohort study utilized the National Cancer Database (NCDB) to examine the impact of area-level SES on overall survival among children with ALL. Median income and education quartiles based on residential zip code were used to create a composite area-level SES variable. Individual-level variables included age, sex, race, year of diagnosis, primary payer, distance to care, rurality, time to treatment, and …

Amputation Trends Among People Who Use Drugs In The Context Of Philadelphia’S Increasingly Xylazine Adulterated Drug Supply, Rose Laurano, Monika Pogorzelska-Maziarz, Traci C. Green, Sara Beachy, Kristin L. Rising, Jeffrey K. Hom, Megan K. Reed

Jefferson Center for Connected Care Faculty Papers

BACKGROUND: Xylazine-adulterated fentanyl has rapidly spread across the United States and has been increasingly detected in overdose deaths in Philadelphia, PA through medical examiner reports, clinical testing, and widescale drug checking. Xylazine use has been associated with wounds which may lead to amputation, but the extent of this outcome has not been explored.

METHODS: Utilizing the 10th revision of the International Classification of Diseases (ICD-10) codes, we conducted a de-identified retrospective analysis of data for patients identified with opioid related disorders (ICD-10 code F11) admitted to four different hospitals in Philadelphia, PA between 2018 and 2023. Exposure to xylazine use …

Demographic And Clinical Predictors Of Metabolic Dysfunction-Associated Steatotic Liver Disease And Advanced Fibrosis In The United States, Gail Fernandes

Walden Dissertations and Doctoral Studies

Metabolic dysfunction-associated steatotic liver disease (MASLD; formerly nonalcoholic fatty liver disease-related liver fibrosis) is a growing public health problem in the United States. The purpose of this study was to assess the prevalence of MASLD-related advanced fibrosis in the United States and assess whether type 2 diabetes mellitus (T2DM) and cardiovascular disease (CVD) were independent risk factors for MASLD-related advanced fibrosis. This study was a quantitative cross-sectional analysis of the National Health and Nutrition Examination Survey data from 2011 to 2020, grounded in the social ecological theory. Participants (N = 21,829) were included if they were ≥18 years, excluded if …

Associations Between Social Drivers Of Health And Breast Cancer Stage At Diagnosis Among U.S. Black Women, Mollie Barnard, Bo Qin, Marc Emerson, Etienne Holder, Matthew Dunn, Shromona Sarkar, Nuo Xu, Yutong Li, Christine Ambrosone, Elisa Bandera, Julie Palmer, Melissa Troester, Terry Hyslop

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

U.S. Black women have disproportionately high breast cancer mortality, partly due to later-stage diagnoses. We examined how social drivers of health (SDOH) relate to stage at diagnosis by analyzing data from 4,995 breast cancer survivors in the Black Women's Health Study, Carolina Breast Cancer Study, and Women's Circle of Health Studies. SDOH were self-reported and stage was ascertained from medical records. We used polytomous logistic regression to estimate odds ratios (ORs) for diagnosis at stages III/IV or II versus stage I (referent), adjusting for age, insurance status, and income. Meta-analyzed results indicated that underutilization of screening mammography (OR = 3.21, …

Maternal Mortality In Zambia: Associations With Health Services Utilization, Birth Spacing, And Province, Selina Mubwanga

Walden Dissertations and Doctoral Studies

Maternal mortality remains one of the leading public health issues in Zambia characterized by elevated maternal mortality rates among women of reproductive age. This research study investigated the effect of birth spacing, province type and location, and maternal health services utilization on maternal deaths among women in the Lusaka, Eastern, Central, and North-Western provinces of Zambia. The theoretical underpinning of this investigation drew upon the social-ecological systems framework. Using secondary data from the 2018 Zambia Demographic and Health Survey (ZDHS) of 1,868 women aged 15–49 years, the study adopted a quantitative, descriptive, cross-sectional research design. Binary logistic regression analysis revealed …

Development And Validation Of Venous Thromboembolism-Bidirectional Encoder Representations From Transformers (Vte-Bert) Natural Language Processing Model, Omid Jafari, Shengling Ma, Barbara D Lam, Jun Y Jiang, Emily Zhou, Mrinal Ranjan, Justine Ryu, Raka Bandyo, Arash Maghsoudi, Bo Peng, Christopher I Amos, Abiodun Oluyomi, Nathanael R Fillmore, Jennifer La, Ang Li

Faculty, Staff and Students Publications

Background: Accurate and rapid phenotyping of venous thromboembolism (VTE) in longitudinal studies is important. A natural language processing (NLP) tool externally validated in representative patients is lacking.

Objectives: To train and validate an efficient NLP model to detect incident VTE event.

Methods: We designed a novel NLP platform, NLPMed, to assist thrombosis researchers with data preprocessing, phenotype annotation, language model finetuning, and NLP application. Using clinical notes, discharge summaries, and radiology reports from patients with cancer at 2 healthcare institutions, we finetuned Bio_Clinical Bidirectional Encoder Representations from Transformers (BERT) to develop VTE-BERT. The new model was trained to detect acute …

Breast Cancer Survival Rates And Determinants In Ethiopia: A Systematic Review And Meta-Analysis Of Longitudinal Studies, Abenezer M. Tafese, Meseker T. Fentie, Beminate L. Seifu, Angwach A. Asnake, Bikiltu D. Dirbaba, Abdisa G. Jara, Elsabeth Tizazu Asare, Brandon George

College of Population Health Faculty Papers

BACKGROUND: Breast cancer is the most common cancer and the leading cause of cancer mortality among women in Ethiopia, accounting for 32% of new cancer cases and 17.6% of cancer deaths. Despite its growing burden, comprehensive data on survival rates and contributing factors remain limited. This systematic review and meta-analysis aimed to synthesize existing data on breast cancer survival in Ethiopia and identify key determinants influencing outcomes.

METHODS: A comprehensive systematic search was conducted in PubMed, Web of Science, Scopus, Embase, and CINAHL to identify studies on breast cancer survival in Ethiopia published between January 2014 and August 2024. Eligible …

The Associations Of Childhood Adversities And Mental Disorders With Suicidal Thoughts And Behaviors - Results From The World Mental Health International College Student Initiative, Philippe Mortier, Xue Yang, Yasmin Altwaijri, Jacob Holdcraft, Nancy Sampson, Yesica Albor, Ahmad Alhadi, Jordi Alonso, Nouf Al-Saud, Lukoye Atwoli

Internal Medicine, East Africa

Objective: To investigate the associations of demographic variables, childhood adversities (CAs), and mental disorders (MDx) with onset, transition, and persistence of suicidal thoughts and behaviors (STB) among first-year university students.

Method: Poisson regression models within a discrete-time survival framework were constructed using web-based self-report survey data from 72,288 incoming university students across 18 countries (response rate=20.9%; median age=19 years, 57.9% female, 1.4% transgender, 21.0% non-heterosexual). These models examined the associations of four demographic variables, five CAs, and eight MDx with STB outcomes.

Results: Lifetime prevalence of suicidal ideation, plans, and attempts was 47.0%, 26.0%, and 9.6%, respectively; 12-month estimates were …

Exploring Factors Influencing Care And Outcome Among Stroke Patients In Tennessee, Omodele Agbejimi

Electronic Theses and Dissertations

Introduction: Stroke is the fifth leading cause of death in Tennessee. Socioeconomic variables influence the delivery of stroke treatment and its outcomes. Despite advances in acute stroke care, the burden of stroke keeps increasing. This study aimed to explore literature on factors contributing to stroke care and outcomes in the U.S., assess the determinants of stroke patients’ outcomes, and examine the geographical disparities in stroke hospitalization and stroke death rate and their association with stroke care accessibility in Tennessee.

Methods: A scoping review was conducted using socio-ecological models to explore literature on factors contributing to stroke care and outcomes. A …