Epidemiology Commons^™

Twitter Sentiment Analysis: Applications In Healthcare And Finance, Jiali Wang

Dissertations

This research explores the influence of Twitter sentiment on healthcare and finance industries. It assesses how Twitter sentiment and culture measure influence COVID-19 statistics, and it investigates the impact of Twitter sentiment on S&P 1500 stock mispricing. Furthermore, it examines how tweet sentiment predicts major industry returns.

The first part examines how Hofstede’s Culture Dimensions (HCD) and Twitter economic uncertainty index (TEU) relate to COVID-19 infection rate and death rate. The results show certain aspects in HCD, such as power distance index (PDI) and masculinity (MAS) both are negatively and significantly associated with the infection rate, while indulgence (IVR) and …

Rapid Rhino Vs. Merocel: A Retrospective Analysis Of Patients With Anterior Epistaxis Visiting Emergency Rooms In London, Ontario, Dhatri Shukla

Electronic Thesis and Dissertation Repository

When patients present to an emergency room (ER) with a nosebleed, one technique that physicians employ is the application of nasal packing. Merocel is a common nasal pack utilized in ER because of their low cost. Rapid Rhino is a nasal packing that is more comfortable for patients but is more costly than Merocel. Costing for epistaxis treatment is more than initial treatment costs and needs to consider rebleed rates. Using a retrospective cohort study design with covariates adjusted by propensity scores, we compared the costs associated with Merocel, and Rapid Rhino from the hospital and provincial healthcare perspectives. Merocel …

Fertility Preservation Discussions With Transgender People In Canada Prior To Beginning Medical Gender Affirmation, Emily K. Sanders

Electronic Thesis and Dissertation Repository

Background. Prevalence of fertility preservation discussions and procedures, participant characteristics associated with discussions, and prevalence of desire to parent are described.

Methods. Describes, for a clinical sample of < 16-year-olds: medical chart-recorded discussion and procedure prevalence, and desire to parent longitudinally. Describes self-reported discussion prevalence for a community sample of 14- to 39-year-olds. Bivariate and multivariable modified Poisson analyses were conducted for this sample.

Results. Discussion prevalence was confirmed for approximately 80% of the clinical sample, with approximately 20% unconfirmed. Self-reported discussion prevalence was 45% in the community sample. Non-binary gender with female sex at birth, greater family religiosity, and diagnosed mental health condition excluding depression or anxiety were crudely associated with less discussions. Multivariable analyses revealed no statistically significant predictors. Desire to parent was fairly consistent over time.

Conclusion. Discussions should be standard practice for …

Association Of Socioeconomic, Racial, And Regional Factors With In-Hospital Management And Outcomes Of Acute Myocardial Infarction Patients In The United States: National Analyses Of 2.8 Million Admissions, Olivia Haldenby

Electronic Thesis and Dissertation Repository

Social determinants of health contribute to variations in clinical outcomes among acute myocardial infarction (AMI) patients. Using the National Inpatient Sample, we conducted retrospective cohort analyses to evaluate the association of income, race, and geography with in-hospital mortality and revascularization procedures among AMI admissions in the United States from 2015 to 2019. Multilevel logistic regression models were used while accounting for hospital clustering and relevant predictors. A sequential model-building approach produced model 1 (unadjusted patient-level exposures), model 2 (lifestyle factors), model 3 (clinical characteristics), and model 4 (fully adjusted hospital-level factors). We identified 2,798,225 AMI hospitalizations (≥18 years) with 1,567,575 …

Engagement Journalism In Action: Supporting New Yorkers With Long Covid, Sarah Luft

Capstones

What do asthma and long COVID have in common? 1 in 13 U.S. adults are living with them. This report is a recap of my efforts to address the information needs of New Yorkers with long COVID as a student in CUNY's Craig Newmark Graduate School of Journalism engagement program. For my final project, I partnered with THE CITY, a nonprofit news outlet serving New Yorkers, to expand the MISSING THEM project. The report details the what, why, and how of my engagement reporting process, including a community engagement framework, a service journalism series, and lessons to carry forward. You …

Assessing The Methodology, Prevalence, And Associated Factors For Adverse Childhood Experiences (Aces) Among Children And Adolescents In The United States, Kiara L. Lyons

Theses & Dissertations

To comprehensively capture the risk and protective factors of ACE exposure and ACE-related outcomes, we propose to consider a social-ecological model framework. The concept of the Social-Ecological Model was originally introduced in the 1970s by psychologist Urie Bronfenbrenner and designed to theoretically capture the multifaceted influence different personal, social, and environmental factors have on health behaviors and outcomes. Additionally, this would help to determine what prevention and intervention methods would be more appropriate to implement. This conceptual framework had five system levels: microsystem (individual), mesosystem (interpersonal), exosystem (community context), macrosystem (societal and cultural influences), and chronosystem (internal and external elements …

Social Determinants Of Access To Primary Care In Canada, Feben W. Alemu

Electronic Thesis and Dissertation Repository

Despite the promise of universal care, many Canadians report having unmet healthcare needs. We conducted two studies: (1) a systematic review of studies on social determinants of health (SDH) and unmet need; and (2) a secondary analysis using the Canadian Longitudinal Study on Aging (CLSA) to investigate the association of SDH and (2a) self-reported unmet need and (2b) having a family physician. The review (n=40) found a positive association between unmet need and lower income, mental health and chronic conditions, and negative association with older age, better perceived health and having a family physician. The CLSA analysis found the odds …

A Multi-Method Exploration Of Health Disparities And Covid-19 Incidence And Mortality In The United States, S M Asger Ali

Theses and Dissertations

The 21^st century experienced several health crises, especially in the form of infectious disease outbreaks such as the SARS outbreak in 2003, the H1N1 in 2009, and Ebola outbreaks in 2013. However, none has produced a worldwide socio-economic and health impact compared to the recent pandemic, known as COVID-19. As of October 4, 2022, more than 614 million cases with 6 million deaths have been reported worldwide. The United States is currently in the leading position with more than 98 million cases and 1 million deaths. The pandemic, however, did not impact the entire region similarly, and the infections …

Severe Lower Extremity Trauma In Ontario: A Linked Population-Based Analysis, Stephanie M. Kim

Electronic Thesis and Dissertation Repository

Open tibia fractures (OTF) are a management challenge. Admission to a trauma center (TC) and a coordinated approach to bony fixation and soft-tissue reconstruction (STR) have been shown to improve outcomes. The objective of this study was to describe patients who had OTF in Ontario and analyze their outcomes. Linked population data pertaining to patients who had OTF between the years 2009-2020 were examined. Demographic information, admission location, and management course were collected. 4240 patients were found. The mean age was 47, and majority were males. Patients admitted to TC had greater proportion of having Injury Severity Score >15, and …

Healthcare Service Utilization And Life Satisfaction In South Africa, Tamara Chavez-Lindell

Doctoral Dissertations

South Africa has achieved improvements in many health measures over the past 30 years, yet significant disparities in healthcare utilization and health outcomes persist. There is evidence that healthcare utilization has a strong influence on health outcomes and life satisfaction. Unfortunately, rural areas tend to have poorer accessibility and utilization of health services, leading to disparities in health outcomes. In rapidly urbanizing countries such as South Africa, identification of disparities and predictors of public healthcare utilization and life satisfaction may provide information that can be used to guide development of programs aimed at improving population health outcomes, quality-of-life, and overall …

Perinatal Health In North Dakota: Emerging Issues, Grace N. Njau

Doctoral Dissertations

Preterm birth, newborn screening refusal, and postpartum depression represent three emerging areas of concern that have not been previously investigated in North Dakota. Their potential impact creates significant social, behavioral, and economic burdens. Although various studies have investigated preterm birth and postpartum depression, to the best of my knowledge, newborn screening refusal in the United States has not been previously investigated. In alignment with the role of Title V of the Social Security Act (Maternal and Child Health) Programs to conduct ongoing statewide needs assessments, the objectives of this study was to investigate and identify predictors of preterm birth, newborn …

Covid-19 Isolation Compliance Among Students And Employees Of A Large Public University, Nicolette Harmon

UNLV Theses, Dissertations, Professional Papers, and Capstones

Isolation has been used to prevent the spread of many infectious diseases including COVID-19. The CDC’s isolation recommendations have changed over the course of the COVID-19 pandemic, currently infected individuals must stay at home for 5 full days. The CDC cites low compliance rates as one of the reasons for the recent reduction to the number of days in isolation. However, the CDC could only cite studies from other countries due to the lack of studies on isolation compliance in the United States. This study aimed to determine what percentage of UNLV students and staff complied with the isolation guidelines …

Use Of Healthcare Utilization Records For Analyzing Trends In Clinical Toxoplasmosis: A Comparison Of Nevada And The United States, Elijah Kreutzer

UNLV Theses, Dissertations, Professional Papers, and Capstones

Toxoplasmosis, a zoonotic disease caused by the parasitic protist Toxoplasma gondii, is a ubiquitous, global public health concern with a wide variety of clinical manifestations. Surveillance for the disease is lacking even in developed countries, and what surveillance is present most often focuses on pregnant women. This research investigated trends in clinical toxoplasmosis in Nevada and nationally to address the lack of knowledge concerning how Nevada discharges compare to national discharges in cases of toxoplasmosis. Specifically, this research sought to determine what characterizes toxoplasmosis in Nevada across inpatient, outpatient, and emergency department settings, as well as how these cases differ …

Evaluating The Health Impacts Of Fruit And Vegetable Intake At The Individual Level And Food Pantry Level Among Food Pantry Users, Jiacheng Chen

Legacy Theses & Dissertations (2009 - 2024)

Background: Chronic diseases impose heavy burdens on individuals and the healthcare system in the US. Many factors were found to be associated with chronic diseases, including demographics, family history, social environmental factors, and individual behavioral factors such as diet and physical activity. Among those factors, fruit and vegetable intake can have substantial health impacts via a variety of causal pathways. Fruit and vegetable (F&V) consumption is generally lower among individuals living in households experiencing food insecurity and rely on food assistance programs. Decreased F&V intake among food pantry users may negatively impact health. However, conducting quantitative analysis on this population …

Metabolic Alterations And Cardiovascular Risk After Hepatitis C Cure In Subjects With Or At Risk For Hiv, Christophe Maxime Fokoua Dongmo

Legacy Theses & Dissertations (2009 - 2024)

Background. Hepatitis C virus (HCV) infection engenders substantial metabolic changes. These changes are altered when the virus is cleared after successful treatment. We measured these metabolic alterations that occur after HCV cure; further, we assessed whether these alterations differed in subgroups defined by patients’ characteristics.

Species Data And Vector Modeling: Evaluating Datasets For Improved Models Of Ixodes Ricinus Tick Distribution In Europe Under A Changing Climate, Steven Jones

Electronic Theses and Dissertations

To increase capacity for monitoring and surveillance of tick-borne diseases, publicly available tick distribution and climate change datasets are required to create accurate predictive distribution models. It is difficult, however, to assess model accuracy and utility when using incomplete datasets.  The more recent development of comprehensive tick databases for Europe and availability of climate change scenarios from multiple IPCC Assessment Reports allows for improved modeling efforts. Multiple tick datasets were combined and three climate change projections were compared by predicting current and future distributions of Ixodes ricinus ticks in Europe using the MaxEnt species distribution model. Overall, much of Europe …

Markers Of Neuroinflammatory And Degenerative Processes In Professional Athletes With Traumatic Encephalopathy Syndrome, Brooke Conway Kleven

UNLV Theses, Dissertations, Professional Papers, and Capstones

Introduction: The clinical criteria for Traumatic encephalopathy syndrome (ccTES) were developed to improve the diagnosis of Chronic traumatic encephalopathy (CTE). This study aimed to determine whether there was an association between a clinical diagnosis of Traumatic encephalopathy syndrome (TES) and changes in serum biomarkers, balance, neuroimaging, and cognition among athletes in the Professional Athletes Brain Health Study (PABHS).Methods: Of the cohort, 130 professional fighters met age or retirement criteria and went to a consensus conference, with 52 fighters (40%) meeting the criteria for TES. A generalized linear model with generalized estimating equations was utilized to assess the odds of disease …

An Epidemiological Synthesis Of Emerging And Re-Emerging Zoonotic Disease Threats In Cameroon, 2000-2022 And Community Stakeholder Mapping, Nancy Tahmo

Capstone Experience

Introduction: Population factors such as urbanization, socio-economic, and environmental factors are driving forces for emerging/re-emerging diseases in Cameroon, and the effects of these are experienced differently across demographics. Indigenous rainforest communities in the Congo Basin, for example, suffer worse health outcomes compared to neighboring communities, like the Pygmies, who have a life expectancy of 22 years less than neighboring Bantus. It is important to characterize the risk of exposure of these vulnerable communities and map out, through a systematic review, descriptive epidemiological data around zoonoses, to inform preparedness and research efforts.

Methods: Following the PRISMA guidelines, a protocol was registered …

A Mixed Methods Assessment Of Menstrual Hygiene Management And School Attendance Among Schoolgirls In Edo State, Nigeria., Madeline Tomlinson

Electronic Theses and Dissertations

Menstrual hygiene in lower-middle-income countries (LMICs) is limited and has been linked to many health, educational and social effects. However, the prevalence, details, and impact of menstrual hygiene management have not been well characterized in rural and peri-urban settings across Nigeria. The overall purpose of this research was to investigate menstrual hygiene management (MHM) among adolescent schoolgirls in peri-urban areas of Edo State, Nigeria; and to determine the educational consequences associated with poor MHM. MHM was measured using previously validated questions that were adapted after a formative assessment of MHM within the Edo State community. We used a mixed methods …

Urban/Rural Disparities Of Thyroid Cancer Using The Integrated Cancer Repository For Cancer Research (Icare2), Sunita Regmi

Capstone Experience

Abstract:

Background and objective: Multiple studies have shown that the place of residence and the distance to travel from one's residence to nearby health care providers impact cancer diagnosis and treatment. The stage of cancer at the time of diagnosis is paramount for cancer treatment and affects survival. Disparities in cancer treatment exist which affect the outcome disproportionately to certain segments of the population. To date, much of the focus has been on the racial and socioeconomic disparities in the management of thyroid cancer. The effect of geography and location (urban-rural status) on thyroid cancer stage diagnosis has …

Multimorbidity And Cognition Among Canadian Older Adults: A Three-Decade Perspective, Juan Camilo Vargas Gonzalez

Electronic Thesis and Dissertation Repository

Background: Scarce information exists about whether the relationship between multimorbidity and cognitive decline has changed over the past decades.

Objectives: 1) To summarize knowledge about the association of multimorbidity and cognitive decline by performing a systematic review. 2) To estimate the association between multimorbidity in two cohorts selected three decades apart. 3)To identify which multimorbidity combinations have the strongest associations with cognitive decline 4) To identify protective factors that reduce the risk of cognitive decline in the presence of multimorbidity.

Methods: We performed a systematic review following the PRISMA statement. We then addressed objectives 2-4 by analyzing data from two …

Quantifying And Predicting Real-World Iatrogenic Severe Hypoglycemia In Adults With Type 1 Or 2 Diabetes Mellitus (The Inphorm Study, United States), Alexandria A. Ratzki-Leewing

Electronic Thesis and Dissertation Repository

Clinical outpatient strategies to accurately predict diabetes-related iatrogenic severe hypoglycemia (SH) are lacking. To redress this gap, we conducted the first-ever prognosis investigation of guideline-defined (Level 3) SH in the United States (US) (iNPHORM).

Chapter 4 details the design and implementation of iNPHORM: a prospective 12-wave panel survey (2020–2021). N=1206 adults with type 1 or insulin- and/or secretagogue-treated type 2 diabetes mellitus (T1DM or T2DM) were recruited from a US-wide, probability-based internet panel. For one-year, we collected monthly data on SH occurrence (frequencies, detection methods, symptoms, causes, and treatments) and related factors (anthropometric, sociodemographic, clinical, environmental/situational, behavioural, and psychosocial).

iNPHORM …

Interplay Of Environmental Pollutants And Folate In The Etiology Of Autistic Traits Analysis Using Multipollutant Approaches, Michael T. Mascari

Doctoral Dissertations

Background: Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by a spectrum of communication deficits and repetitive behaviors. The challenges in learning, thinking, and problem-solving abilities of people with ASD can be debilitating. There is currently no cure for ASD. Many environmental pollutants are suspected to contribute to the etiology of ASD and its associated traits, whereas folate and folate supplements have been shown to exhibit both protective and adjuvant roles. Little is known about the interplay of multiple environmental pollutants and folate in the etiology of ASD. Additionally, statistical approaches that consider the effects of pollutant mixtures instead …

Using A One Health Approach For The Assessment Of Rabies Control In Rural Victoria Falls, Zimbabwe, Ryan Lapenna

Electronic Thesis and Dissertation Repository

Rabies, a viral zoonotic disease, is widespread in Zimbabwe, with human fatalities reported annually in the country. To supplement the Government’s effort on rabies control, the Victoria Falls Wildlife Trust and Veterinarians for Animal Welfare Zimbabwe have joined forces to carry out dog rabies vaccinations in rural communities adjacent to the major tourist attraction of The Victoria Falls. A One Health approach was used to 1) determine the level of protective rabies antibodies among a sample of rural dogs and 2) collect information and describe the knowledge, attitudes, and practices related to rabies among dog owners. In 2020, blood was …

Environmental Exposures And Human Health Challenges: Evidence-Based Insights From Health Surveillance Systems, Jagadeesh Puvvula

Theses & Dissertations

Human exposure to environmental hazards is associated with a variety of preventable adverse health outcomes. As the environmental health risks result from the complex interaction between hazard, exposure, and susceptibility, these exposure-outcome associations are heterogeneous across the population. Improving environmental health literacy by advocating evidence-based environmental risk communication could play a role in reinforcing protective behavior against environmental hazards. The use of public health surveillance systems to assess the exposure-response associations is one of the effective ways to quantify the environmental health risks. However, there are several gaps in effectively quantifying environmental health risks. This dissertation aims to address a …

The Quality Of Life Of Patients With Eye Diseases, Brian Edward Yu

Electronic Thesis and Dissertation Repository

Background: Health-related Quality of Life (HRQoL) values determined using direct elicitation methods and generic preference-based measures are important for economic evaluations of healthcare interventions. The ophthalmology clientele is vulnerable to psychological stressors in the context of the coronavirus disease 2019 (COVID-19) pandemic.

Objectives: To systematically identify and summarize the quality of life (QoL) of eye disease patients in general in North America and seniors with eye diseases during the COVID-19 pandemic.

Methods: A systematic review identified North American studies that quantified HRQoL of eye disease patients. A cross-sectional study was conducted among seniors with eye diseases and backwards stepwise regression …

An Analysis Of Demographics And Risk Factors Associated With Increasing Syphilis Cases In Iowa, Eleanore H. Nelson

Capstone Experience

Background:

Syphilis is easily detectable and treatable with the appropriate medical attention, yet national incidence rates have been on the rise since reaching an all-time low in 2000 (Shockman et al, 2014). Similar to HIV, men who have sex with other men (MSM), represent most syphilis transmission, yet in recent years, syphilis rates have concerningly increased among both genders and among all racial/ethnic groups (CDC, 2019).

Methods:

Surveillance data was collected on all syphilis cases reported to the Iowa Department of Public Health (IDPH) regarding demographics and risk factors of cases. Variables were analyzed using chi-square and Fisher’s exact tests, …

Ecological Differences In The Associations Between Air Pollution, Greenness, And Risk Of Stroke: The Regards Study., Daniel W. Riggs

Electronic Theses and Dissertations

The adverse health effects of air pollution have long been recognized, with the majority of morbidity and mortality due to its effects on the cardiovascular system. Alternatively, living in areas with higher greenness has been found to be beneficial to a wide range of health outcomes. However, few studies have considered that these relationships may vary depending on the surrounding ecosystem. The purpose of this dissertation was to examine the effects of long-term exposure to air pollution and greenness on incidence of stroke, and how these relationships vary with the major ecological regions of the United States. We utilized the …

Environmental Noise Exposure And Its Association With Elementary Standardized Testing Scores And Adult Mental Ill-Health In Louisville, Kentucky., Lindsey Adelle Wood

Electronic Theses and Dissertations

Background and Aim: The current body of literature on the associations of environmental noise exposure with varying psychological outcomes is inconclusive, with many conflicting findings. Limitations include exposure measurement error and lack of investigation of effect modification by important factors. This dissertation aims to expand on the current understanding of these relationships by limiting exposure measurement error and by assessing effect modification. Methods: We estimated the distribution of total environmental noise in Louisville, Kentucky for several time-periods using land use regression (LUR) methodologies. Additionally, through multiple regression models, we estimated the association of environmental noise during relevant time-periods with childhood …

Examining Mental Health Disparities In A Rural County: A Community Health Needs Assessment Analysis, Dustin M. Schulz

Capstone Experience

Over 20% of adults in the United States experience some form of mental illness each year. Those residing in rural areas can see increased prevalence of mental illness, and typically face disparities in access and availability of services for mental health. The goal of this project was to examine the impact of mental health in Woodford County, Illinois using data collected through the 2022 Community Health Needs Assessment (CHNA) process, with the intent of identifying areas of improvement that could be implemented at the local level. Analysis of the CHNA data was conducted using frequency analysis in SAS 9.4 through …