Epidemiology Commons^™

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 …

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 …

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 …

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 …

Clostridioides (Clostridium) Difficile In Children And Adolescents In The Community In Cambodia, Lengsea Eng, Paul Turner, Kefyalew Addis Alene, Deirdre A. Collins, Su Chen Lim, Pisey Tan, Sona Soeng, Dylorng Hun, Sotera Yohn, Sarim Vong, Archie C.A. Clements, Thomas V. Riley

Research outputs 2022 to 2026

Background: Clostridioides (Clostridium) difficile transmission between community and healthcare settings has been increasingly reported. We aimed to identify the prevalence and molecular epidemiology of C. difficile colonising adolescents and non-hospitalised children in Cambodia. Methods: Stool samples were collected from 266 students at the University of Health Sciences (UHS) in Phnom Penh, between July and August 2022, and 246 children ≥1 year old visiting the outpatient department (OPD) at Angkor Hospital for Children in Siem Reap, between January and August 2022. C. difficile culture, toxin gene detection and PCR ribotyping were performed. Results: Overall, C. difficile was recovered from 07/266 specimens …

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 …

A Simple, Interpretable Machine Learning Model Based On Clinical Factors Accurately Predicts Incident Dysplasia Or Malignancy In Barrett's Esophagus, Ashwin Rao, Jasmine Haydel, Samuel Ma, Aaron P Thrift, Theresa Nguyen-Wenker, Hashem B El-Serag

Faculty, Staff and Students Publications

Purpose: Identifying patients likely to develop dysplasia or malignancy is critical for effective surveillance in patients with Barrett's Esophagus (BE). However, current predictive models are limited. We evaluated the performance of machine learning (ML) models in predicting incident dysplasia or malignancy in a cohort of veteran patients with BE.

Methods: We analyzed data from 598 patients newly diagnosed with non-dysplastic BE (NDBE), BE indefinite for dysplasia (BE-IND), and BE with non-persistent low-grade dysplasia (LGD) at the Michael DeBakey Veterans Affairs Medical Center from November 1990 to January 2019 with follow-up through January 2024. Progressors were patients who developed persistent LGD, …

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 …

Noncommunicable Diseases (Hypertension Or Diabetes Mellitus) Among Private University Lecturers And Related Factors, Ummi Kalsum, Melati Puti Andini, Hendra Dhermawan Sitanggang, Helmi Suryani Nasution

Kesmas

Excessive workload, lack of rest, poor diet, stress, and insufficient physical activity are some contributing factors to a high risk of noncommunicable diseases (NCDs) for lecturers. This study aimed to develop a predictive model for the risk of NCDs among lecturers at a private university in Jambi City, Indonesia. A cross-sectional design was used, and the sample included 93 lecturers who met the inclusion criteria. The independent variables were workload, rest pattern, diet, physical activity, stress, smoking, and family history. The dependent variable was NCDs (hypertension or diabetes mellitus), measured through interviews based on a doctor's diagnosis. Data analysis was …

Association Between Sociocultural Factors, Obesity, And Depression In The Hispanic/Latino Population, Maia Junco

Walden Dissertations and Doctoral Studies

The increasing prevalence of obesity and mental health disparities among Hispanic/Latino populations in the United States underscores the need to understand how sociocultural factors shape physical and psychological health. The purpose of this study was to examine how acculturation, diet quality, and fiber intake affect BMI and depressive symptoms over time. The study was guided by acculturation theory and the biopsychosocial model. The study used longitudinal secondary data from the Hispanic Community Health Study/Study of Latinos (HCHS/SOL) with a sample of N=8,816, including adults who completed examination visits, 1 (2008–2011) and 2 (2014–2017). Path analysis was conducted to assess direct …

An Experimental Investigation Of Federal Messaging On Public Support For Enforcement- And Treatment-Based Approaches For Opioid Overdose Prevention In South Carolina, Lídia Gual-Gonzalez, Hunter M. Boehme, Peter Baker, Melissa Nolan Ph.D., Mph

Faculty Publications

Background

As the opioid overdose crisis continues to produce excessive morbidity and mortality in the United States, government agencies have applied various approaches to prevent overdoses, including law-enforcement efforts (e.g., arresting people who use drugs, interrupting drug traffickers, etc.) and treatment-based approaches (e.g., naloxone, medications for opioid use disorder, etc.). Public perception and support of these approaches are relevant for informing policy, allocating resources, and effectively implementing community interventions to prevent drug-related harms.

Methods

Using an embedded informational survey design, we experimentally assessed whether public support for strategies to prevent overdose in South Carolina is influenced by language from federal …

Mediation Analysis To Investigate Differences In Prostate Cancer Diagnosis Stage Through Environmental Risk Factors In Louisiana, Nubaira Rizvi, Randy Hamilton, Xiao-Cheng Wu, Michael D. Celestin, Tung-Sung Tseng, Qingzhao Yu

School of Public Health Faculty Publications

Prostate Cancer (PCa) is the most commonly diagnosed cancer and the second leading cause of cancer death among men. In Louisiana (LA), Black men are disproportionately diagnosed at later stages compared to White men. This study explores environmental risk factors as potential intermediate variables linking race to cancer diagnosis stage. The Louisiana Tumor Registry data included 24,647 male patients diagnosed with PCa in LA between 2010 and 2018. Among them, 15,875 (64.40%) were Caucasian American (CA) and 8772 (35.59%) African American (AA). Mediation analysis using multiple additive regression trees (MART) identified possible intermediate variables that potentially explain the observed disparity. …

Infectious Scleritis: A Comprehensive Narrative Review Of Epidemiology, Clinical Characteristics, And Management Strategies, Hamidreza Ghanbari, Masoud Rahimi, Ali Momeni, Kiana Hassanpour, Nikoo Bayan, Karen E. Lee, Alex Hansen, Ali R. Djalilian, Christopher J. Rapuano, Mohammad Soleimani

Wills Eye Hospital Papers

This study aims to provide an update on infectious scleritis (IS). A comprehensive search was conducted using Google Scholar, Scopus, and PubMed. IS is a rare but critical condition that presents significant diagnostic challenges and often leads to poor visual outcomes. It accounts for approximately 5%-10% of scleritis cases and warrants significant attention due to its delayed diagnosis. Ocular surgery is the primary contributor to IS, accounting for a substantial proportion of cases ranging from 58% to 83%, followed by trauma contributing to approximately 10% of cases. IS can be caused by various microorganisms, including bacteria (86%-87%), fungi (11%-13%), viruses, …

Multiscale Modeling And Dynamic Mutational Profiling Of Binding Energetics And Immune Escape For Class I Antibodies With Sars-Cov-2 Spike Protein: Dissecting Mechanisms Of High Resistance To Viral Escape Against Emerging Variants, Mohammed Alshahrani, Vedant Parikh, Brandon Foley, Gennady M. Verkhivker

Mathematics, Physics, and Computer Science Faculty Articles and Research

The rapid evolution of SARS-CoV-2 has underscored the need for a detailed understanding of antibody binding mechanisms to combat immune evasion by emerging variants. In this study, we investigated the interactions between Class I neutralizing antibodies—BD55-1205, BD-604, OMI-42, P5S-1H1, and P5S-2B10—and the receptor-binding domain (RBD) of the SARS-CoV-2 spike protein using multiscale modeling, which combined molecular simulations with the ensemble-based mutational scanning of the binding interfaces and binding free energy computations. A central theme emerging from this work is that the unique binding strength and resilience to immune escape of the BD55-1205 antibody are determined by leveraging a broad epitope …