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Theses and Dissertations

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Full-Text Articles in Epidemiology

An Evidence Based Rationale For Making Tick - Borne Relapsing Fever A Nationally Notifiable Disease, Kyle M. Hatcher Oct 2019

An Evidence Based Rationale For Making Tick - Borne Relapsing Fever A Nationally Notifiable Disease, Kyle M. Hatcher

Theses and Dissertations

Tick – borne relapsing fever (TBRF) is globally dispersed, and within the United States is found primarily in the mid – west, south - west, and north – west portions of the country. TBRF is a disease which causes patients to experience flu – like symptoms and is distinguished by multiple relapses of high fever which can cause individuals to be hospitalized multiple times over months. TBRF is caused by Borrelia spp. spirochetes and spread by Onthidoros spp. soft – shelled ticks. First diagnosed in the early 20th century, the disease has gone underdiagnosed and has attracted little attention for …


Dietary Advanced Glycation End-Products (Ages) And Breast Cancer Risk And Survival, Omonefe Opeyemi Omofuma Oct 2019

Dietary Advanced Glycation End-Products (Ages) And Breast Cancer Risk And Survival, Omonefe Opeyemi Omofuma

Theses and Dissertations

Introduction: Advanced glycation end-products (AGEs) are implicated in the pathogenesis of chronic diseases including cancer. AGEs are produced endogenously and are also consumed from foods. High amounts of AGEs are found in animal products and processed foods, and AGE formation is accelerated during cooking at high temperatures. Using data from the Prostate, Lung, Colorectal and Ovarian Cancer Screening Trial (PLCO), we assigned and quantified NƐ-carboxymethyl-lysine (CML)-AGE content in food and investigated the association between dietary AGE intake and breast cancer (BrCa) risk. We assessed whether the risk was modified by race/ethnicity, obesity status, fruit and vegetable intake, BrCa invasiveness …


Longitudinal Trajectories Of Depressive Symptoms Among Youth And Young Adults With Type 1 Diabetes: Predictors And Health Outcomes, Melanie Whitmire Sutherland Oct 2019

Longitudinal Trajectories Of Depressive Symptoms Among Youth And Young Adults With Type 1 Diabetes: Predictors And Health Outcomes, Melanie Whitmire Sutherland

Theses and Dissertations

Type 1 diabetes (T1D) is one of the most frequently diagnosed chronic illnesses among youth, and has many long-term complications, including retinopathy, neuropathy, and cardiovascular disease. The risk of these complications may be reduced through maintaining glycemic control and one potential risk factor for failure to achieve optimal glycemic control is elevated depressive symptoms among youth and young adults (YYA) with T1D. YYA with T1D are at increased risk of depression, which has been associated with adverse outcomes such as poor adherence to self-management and poor glycemic control. Although a robust body of research exists on the association between comorbid …


Individual- And Community- Level Associations With Healthcare Utilization Among A Health System, Emergency Department Population, Carlene A. Mayfield Oct 2019

Individual- And Community- Level Associations With Healthcare Utilization Among A Health System, Emergency Department Population, Carlene A. Mayfield

Theses and Dissertations

AIM: The primary aim of this study was to examine individual-level and community- level characteristics associated with ambulatory or primary care utilization, emergency department (ED) utilization, and ED charges among a sample of ED patients.

DESIGN AND SAMPLE: Data for this cross-sectional study were obtained from three distinct sources: (i) electronic medical records (EMR); (ii) billing records; and (iii) the 2013-2017 American Community Survey (ACS). The individual-level EMR and billing sample included all adults residing in Mecklenburg County, North Carolina who visited an Atrium Health ED in 2017. The ACS sample included population and demographic estimates from Mecklenburg County’s 27 …


Association Between Snps In The Vitamin D Binding Protein, Vitamin D Status, And Aggressive Prostate Cancer By Race, Diana Diaz Jul 2019

Association Between Snps In The Vitamin D Binding Protein, Vitamin D Status, And Aggressive Prostate Cancer By Race, Diana Diaz

Theses and Dissertations

Prostate cancer incidence and mortality have been decreasing in recent years, but it remains the most commonly diagnosed cancer among men. Racial disparities exist in prostate cancer with African Americans (AAs) having notably higher rates of incidence and mortality, lower survival rates, and are more likely to be diagnosed with a highergrade cancer compared to European Americans (EAs). Genome-wide association studies have revealed several single nucleotide polymorphisms (SNPs) within the vitamin Drelated GC gene that may be associated with prostate cancer aggressiveness. In addition to SNPs, previous research has suggested that low levels of 25-hydroxyvitamin D (25(OH)D) may be related …


Effect Of Heart Rate Variability Biofeedback On Sleep, Joshua Mercadel Jul 2019

Effect Of Heart Rate Variability Biofeedback On Sleep, Joshua Mercadel

Theses and Dissertations

Healthy amounts of sleep is vital for normal human functions such as daily learning, memory, emotional state and cardiovascular function. Studies conducted previously have shown sleep deprivation to be associated with increases in sympathetic activity contributing to autonomic nervous system (ANS) dysregulation. HRV biofeedback (HRVB) training induces HRV coherence, a condition that maximizes HRV and facilitates autonomic and cardiorespiratory homeostasis. This randomized, controlled, intervention trial will test the hypothesis that HRVB can improve HRV coherence and increase overall sleep quality. Patients are randomized to previously established HRVB or sham protocols (n=40 each, total planned enrollment N=80). Each participant completes a …


Exploring Breast Cancer Care Variation In Coc-Accredited Facilities, Sarah Grace Barron Jul 2019

Exploring Breast Cancer Care Variation In Coc-Accredited Facilities, Sarah Grace Barron

Theses and Dissertations

INTRODUCTION: While improvements have been made in reducing breast cancer incidence and mortality over the past twenty years, disparities in breast cancer mortality remain. Understanding systematic differences in breast cancer treatment and quality of care remain at the epicenter of understanding breast cancer disparities. Needle biopsy is a less invasive and less expensive diagnostic test for breast cancer (as compared to excisional biopsy) and permits diagnosis while avoiding unnecessary surgery. This study was conducted to 1) examine how the National Quality Forum (NQF)-endorsed needle biopsy utilization measure varies geographically (i.e. state and region) and 2) determine the patient- and/or health …


Role Of Heart Rate Variability Biofeedback In Cognitive Performance, Chronic Pain, And Related Symptoms, James P. Winstead Jul 2019

Role Of Heart Rate Variability Biofeedback In Cognitive Performance, Chronic Pain, And Related Symptoms, James P. Winstead

Theses and Dissertations

Over-modulation of the sympathetic nervous system and reduced heart rate variability (HRV) are commonly overlooked components of pain, poor cognition (decreased attention, recall, and cognitive processing), depression, stress, and fatigue. HRV Biofeedback (HRVB) training induces HRV coherence to balance the autonomic system. Paced breathing (~6 breaths/minute) increases HRV coherence. This randomized, controlled intervention trial tested the hypothesis that HRVB would improve HRV coherence, pain (severity, interference, and catastrophizing), cognitive performance, and reduce depressive, stress, and fatigue symptoms and pain medication use in veterans. Participants were randomized to previously established HRVB or control protocols. Each participant completed a Baseline Assessment, 6 …


Prevalence Trends Of Victimization Among High School Students By Race, Ethnicity, And Gender – Yrbss 2009-2017, Carlos Avalos Jul 2019

Prevalence Trends Of Victimization Among High School Students By Race, Ethnicity, And Gender – Yrbss 2009-2017, Carlos Avalos

Theses and Dissertations

Introduction: Students who are victimized at school are more likely to report mental health, behavioral, and academic problems. Bullying and electronic bullying are types of victimization that are prevalent in US schools, with prevalence varying by race and ethnicity, gender, and age. Additionally, due to increases in bias-based harassment (such as being targeted due to race, ethnicity, or religious beliefs) in the country over the last few years, it is of interest to see how victimization behaviors in schools may have changed from 2015 to 2017.

Objective: To analyze trends of overall bullying, school bullying, electronic bullying, and other forms …


Disparities In Non-Small Cell Lung Cancer In The United States: An Examination Of Treatment, Survival, And Access To Care, Cassie Lewis Odahowski Jul 2019

Disparities In Non-Small Cell Lung Cancer In The United States: An Examination Of Treatment, Survival, And Access To Care, Cassie Lewis Odahowski

Theses and Dissertations

Lung cancer is the leading cause of cancer-related deaths in the United States with a 5-year survival rate of only 18%. Differences in access to care and treatment utilization may play a role in observed survival disparities among rural patient populations. This dissertation aimed to examine rural disparities in all-cause and lung-cancer specific survival, time to treatment initiation, and utilization of surgical treatment among non-small cell lung cancer cases.

We utilized comprehensive cancer registry data from the Surveillance, Epidemiology, and End Results program linked with Medicare billing claims (SEER-Medicare) for non-small cell lung cancer (NSCLC) patients diagnosed between 2003-2011. We …


The Association Of Cardiorespiratory Fitness With Advancing Age Among Those With And Without Type Ii Diabetes, Amber Kathlyn Watson Jul 2019

The Association Of Cardiorespiratory Fitness With Advancing Age Among Those With And Without Type Ii Diabetes, Amber Kathlyn Watson

Theses and Dissertations

OBJECTIVE: This study examined the relationship between cardiorespiratory fitness (CRF) and age to determine if the decrease in CRF associated with advancing age is greater among those with type 2 diabetes mellitus (T2DM) as compared to those without T2DM. This study also assessed if differences in CRF between persons with T2DM and those without are consistent across CRF percentiles.

METHODS: Data from the Aerobics Center Longitudinal Study (ACLS, Dallas, Texas, 1970-2006) were utilized in the current study. CRF was measured by maximal treadmill exercise testing using the Balke protocol and T2DM status was determined by self-report of previous diagnosis by …


Disparities In Colorectal Cancer: Measuring Spatial Accessibility, Screening, And Surveillance Outcomes In South Carolina, Michele J. Josey Jul 2019

Disparities In Colorectal Cancer: Measuring Spatial Accessibility, Screening, And Surveillance Outcomes In South Carolina, Michele J. Josey

Theses and Dissertations

The purpose of this dissertation project is to add to the growing literature about the multi-faceted aspects of colorectal cancer (CRC) prevention and related disparities. We focused on the spatial distribution of facilities performing screening services to identify areas that underutilize colonoscopy screening. Next, we examined how the food and physical activity environment affects precursors of CRC by considering plausible pathways. Finally, we explored if access to health insurance reduced the racial disparity of receiving a timely surveillance colonoscopy after a CRC diagnosis.

We utilized the SC Ambulatory Surgery Discharge Database, an all-payer, population-based outpatient dataset with colonoscopy records from …


Identifying Predictors Of Racial Disparity In Treatment And Mortality Among Patients Diagnosed With Breast Cancer In South Carolina, Oluwole Adeyemi Babatunde Apr 2019

Identifying Predictors Of Racial Disparity In Treatment And Mortality Among Patients Diagnosed With Breast Cancer In South Carolina, Oluwole Adeyemi Babatunde

Theses and Dissertations

Introduction: Despite a lower incidence of breast cancer (BrCA) among Black women in the U.S. compared to White women, Black women experience consistently higher mortality rates. The aims of this study were 1) to assess the relationship between race and diagnosis-to-treatment times 2) to assess racial disparity in mortality among Black and White BrCA patients in SC and 3) assessment of the validity of the Mortality-to- incidence ration (MIR) as a proxy for survival and geospatial investigation of racial disparity among breast cancer (BrCA) patients.

Methods: Breast cancer cases diagnosed between 2002-2010 were obtained retrospectively from the SC Central Cancer …


Adverse Birth Outcomes Among Women With Physical Disabilities: A Retrospective Cohort Study In South Carolina, Iffat Nahar Apr 2019

Adverse Birth Outcomes Among Women With Physical Disabilities: A Retrospective Cohort Study In South Carolina, Iffat Nahar

Theses and Dissertations

Motherhood is precious in women’s lives. Among women, ages 21-64, 12.5% are living with a disabling condition, according to the Disability Status report: SC 2008. Although childbearing among women with disabilities is increasing, there are limited publications about the pregnancy outcomes. The objective of this study is to document the adverse neonatal outcomes of the pregnancies and to evaluate if early prenatal care is a protective factor for low birthweight and prematurity among the women with physical disabilities. This study used a retrospective cohort study design, with data from linked hospital discharge records and vital records (birth certificates) for all …


Estimating Causal Effects In The Presence Of Spatial Interference, Keith W. Zirkle Jan 2019

Estimating Causal Effects In The Presence Of Spatial Interference, Keith W. Zirkle

Theses and Dissertations

Environmental epidemiologists are increasingly interested in establishing causality between exposures and health outcomes. A popular model for causal inference is the Rubin Causal Model (RCM), which typically seeks to estimate the average difference in study units' potential outcomes. If the exposure Z is binary, then we may express this as E[Y(Z=1)-Y(Z=0)]. An important assumption under RCM is no interference; that is, the potential outcomes of one unit are not affected by the exposure status of other units. The no interference assumption is violated if we expect spillover or diffusion of exposure effects based on units' proximity to other units and …


Physical Activity During Pregnancy And Birth Outcomes In South Carolina 2009-2015, Andrew Tyler Broadway Oct 2018

Physical Activity During Pregnancy And Birth Outcomes In South Carolina 2009-2015, Andrew Tyler Broadway

Theses and Dissertations

Physical activity is known to be beneficial to adults in general, including pregnant women, but the literature on physical activity and neonatal outcomes has been inconsistent. Few studies have differentiated between physical activity prior to pregnancy and during pregnancy to see whether the typical beneficial effect is not due to having a more active lifestyle in general. The Pregnancy Risk Assessment Monitoring System (PRAMS) is a national cross-sectional surveillance system. Our data from SC PRAMS included 6391 respondents and was weighted to be representative of population of pregnant women that delivered in the state. We excluded births that were not …


Markers Of Cardiometabolic Risk And Thyroid Dysfunction In U.S. Adolescents: Nhanes Iii, Jonathan Austin Apr 2018

Markers Of Cardiometabolic Risk And Thyroid Dysfunction In U.S. Adolescents: Nhanes Iii, Jonathan Austin

Theses and Dissertations

The global prevalence of metabolic syndrome (MetS) and its associated components (high fasting glucose, waist circumference, blood pressure, triglycerides, and low HDL) have increased over the past few decades. In addition, abnormal thyroid hormone levels have been found to manifest in a cascade of metabolic dysfunction, which may be linked to MetS in youth. PURPOSE: The purpose of the study is to investigate the association between MetS, its components, and markers of thyroid function in a nationally-representative sample of adolescents. METHODS: The National Health and Nutrition Examination Survey III (1988-1994) collected data on the components of metabolic syndrome and thyroid …


Economic Burden Of Renal Cell Carcinoma (Rcc) And Treatment Patterns, Overall Survival And Healthcare Costs Among Older Metastatic Rcc Patients, Hrishikesh P. Kale Jan 2018

Economic Burden Of Renal Cell Carcinoma (Rcc) And Treatment Patterns, Overall Survival And Healthcare Costs Among Older Metastatic Rcc Patients, Hrishikesh P. Kale

Theses and Dissertations

Background

Renal cell carcinoma (RCC) is the most common type of kidney cancer. Patients diagnosed with metastatic RCC (mRCC) have shorter overall survival compared to those diagnosed at earlier stages. Several targeted therapies, which cost from $7,000 - $16,000 per month have been approved since 2005 to treat mRCC. In addition, there is a growing interest in the use of cytoreductive nephrectomy (CN) with targeted therapies among mRCC patients. However, little is known regarding the economic burden of RCC and role of CN and prescribing patterns of targeted therapies among older mRCC patients.

Objectives

1) To assess the economic burden …


The Impact Of Mother–Father Relationship, Social Support And Neighborhood Context On Preterm Birth, Timothy O. Ihongbe Jan 2018

The Impact Of Mother–Father Relationship, Social Support And Neighborhood Context On Preterm Birth, Timothy O. Ihongbe

Theses and Dissertations

Background: Preterm birth is a major public health concern in the US. Previous studies have suggested that quality of the mother-father relationship, social support, and neighborhood violence may be associated with preterm birth; however, findings are equivocal.

Objectives: The main objectives of this dissertation were: 1) to determine the modifying effect of perceived residential environment on the association between quality of mother–father relationship and preterm birth in a sample of African-American women, 2) to examine whether the receipt of social support modifies the association between neighborhood violence exposure and preterm birth in a nationally representative sample of US women, and …


A Longitudinal Analysis Of Shiftwork And Self-Reported Depression In A Police Cohort, Meghan Holst Jan 2018

A Longitudinal Analysis Of Shiftwork And Self-Reported Depression In A Police Cohort, Meghan Holst

Theses and Dissertations

Background: Shiftwork is associated with many chronic diseases stemming from the disruption of circadian rhythms. Police officers have a high risk for many adverse conditions including depression. Abnormal bodily functions, such as increased stress and disturbed sleeping patterns, may play an important role in the development and severity of depression. This study was designed to assess the association between depressive symptoms and shiftwork in a police cohort from Buffalo, NY

Methods: This longitudinal analysis consists of 470 police officers from the Buffalo Cardio-Metabolic Occupational Police Stress (BCOPS) study. Data were collected during visit 3 between 2004-2005 and visit …


Effect Modification By Stroke To The Relationship Between Tooth Loss And Cognitive Decline, Amanda Collins Jan 2018

Effect Modification By Stroke To The Relationship Between Tooth Loss And Cognitive Decline, Amanda Collins

Theses and Dissertations

Background: A decline in cognitive functioning is one of the greatest burdens that older adults face. Studies indicate that periodontal disease is positively associated with cognitive decline. The link between stroke and cognitive decline is well-established, and literature supports that tooth loss and stroke are associated as well, but the role that stroke plays in the relationship between tooth loss and decline in cognitive functioning is, as of yet, unclear. This study uses data from the REGARDS cohort to examine the effect of stroke on the relationship between periodontal disease and cognitive function.

Methods: The REGARDS cohort is comprised of …


Sleep, Shiftwork Adaptation, Autonomic Dysfunction, And Metabolic Syndrome, Torrance Torrance Jan 2018

Sleep, Shiftwork Adaptation, Autonomic Dysfunction, And Metabolic Syndrome, Torrance Torrance

Theses and Dissertations

Background: Sleep is considered a physiological necessity and its disruption is associated with a wide variety of adverse mental and physical health outcomes including increased incidence of obesity, cancer, hypertension, cardiovascular disease, type 2 diabetes mellitus, stroke, depression, post-traumatic stress disorder (PTSD), work-related and vehicle accidents, and aberration of the autonomic nervous system.

Methods: Three studies were conducted from three separate populations. The first study examined the latent trajectories of self-reported sleep quality in active duty Army soldiers over a 3-year period using data from the Global Assessment 2.0 survey and Repeated Measures Latent Class Analysis (RMCLA) procedures. Generalized Estimating …


Food Insecurity And Hypertension Prevalence, Awareness, Treatment And Control, Alexandra N. Luttrell Jan 2018

Food Insecurity And Hypertension Prevalence, Awareness, Treatment And Control, Alexandra N. Luttrell

Theses and Dissertations

Objective: To examine the association between food insecurity and the prevalence of pre-hypertension and hypertension among U.S. adults. Additionally, this project will examine the association between food insecurity and the awareness, treatment and control (ATC) of hypertension.

Design: A cross-sectional study using data from the National Health and Nutritional Examination Survey (NHANES) 2011-2012 and 2013-2014 waves was deployed to examine the association between food insecurity and the prevalence and ATC of hypertension. Food security was measured by the cumulative number of affirmative responses to the 10-item U.S. Household Food Security Survey Module (HFSSM) questionnaire which were graded into four categories; …


The Importance Of Person And Place In Predicting Prostate Cancer Incidence And Mortality Among United States Veterans Seeking Veterans Health Administration Care, Peter Georgantopoulos Jan 2018

The Importance Of Person And Place In Predicting Prostate Cancer Incidence And Mortality Among United States Veterans Seeking Veterans Health Administration Care, Peter Georgantopoulos

Theses and Dissertations

T Introduction: There are several unique characteristics in the epidemiology of prostate cancer (PrCA) that make it an interesting and important cancer to study. The first is that while prostate cancer is the most common cancer that men develop, it is one of the least common cancers that men die from. This indolent nature of PrCA has led to the idiom among health scientists that “men are more likely to die with PrCA than due to PrCA”. Just like other cancers, several individual-level risk factors (e.g., family history of the disease, age, and race) are well established for both PrCA …


Association Of Objective Measures Of Sleep And Inflammation Markers On Police Officers: A Cross-Sectional Analysis, Megan R. Buss Jan 2018

Association Of Objective Measures Of Sleep And Inflammation Markers On Police Officers: A Cross-Sectional Analysis, Megan R. Buss

Theses and Dissertations

Police officers are a unique occupational group due to the fact that they have more health problems than many other occupations. These health problems could be a result of elevated inflammation markers caused by poor sleep. Sleep influences circadian rhythms, which thereby influences the function of the immune system. The immune system is responsible for the body’s inflammatory response using pro-inflammatory cytokines such as IL-6, CRP, Fibrinogen, and TNF-a. These cytokines can become elevated if disruption of the sleep cycle occurs. Elevated levels of inflammatory markers are associated with increased risk of cardiovascular disease. Police officers also work shifts and …


Polyp Detection During Colonoscopy Among Uninsured Patients In South Carolina, Lauren Hill Jan 2018

Polyp Detection During Colonoscopy Among Uninsured Patients In South Carolina, Lauren Hill

Theses and Dissertations

Little information is known on what demographic, behavioral, and procedural factors influence the number of polyps found during a colonoscopy screening for colorectal cancer (CRC). The main objective of this study is to describe the polyp detection rate (PDR), number of polyps removed, and predictors of polyp count overall and for high-risk polyps among uninsured patients undergoing colonoscopy in the Colorectal Cancer Prevention Network (CCPN) program of South Carolina. We performed a secondary data analysis on CCPN data for colonoscopies performed between May 2014 and May 2017. We assessed the association of polyp count with the following variables: age, race, …


Food Acquisition And Shopping Patterns And Associations With Body Mass Index, Xiaonan Ma Jan 2018

Food Acquisition And Shopping Patterns And Associations With Body Mass Index, Xiaonan Ma

Theses and Dissertations

Background: Obesity is a big public health concern in the US. Previous studies examined its association with food shopping practices measured by distance to the food store, shopping frequency, and type of store selected. However, not much is known about the actual food acquisition and shopping habits integrating multi-dimensional aspects. The purpose of this study was to identify distinct food acquisition and shopping patterns in populations primarily residing in food deserts in South Carolina (SC) and a general population in the US and characterize these patterns with respect to socioeconomic status (SES), nutritional knowledge, and perceptions and store selection …


Chronic Conditions Profiles And Cardiometabolic Risk Factor Control Among A Diverse Sample Of Older Adults With Type 2 Diabetes Mellitus, Tsion Kidanie Jan 2018

Chronic Conditions Profiles And Cardiometabolic Risk Factor Control Among A Diverse Sample Of Older Adults With Type 2 Diabetes Mellitus, Tsion Kidanie

Theses and Dissertations

Background: Multiple chronic condition is common in older adults with diabetes. Several prior studies have shown that having multiple chronic condition impact cardiometabolic risk factor controls (i.e., blood pressure, High-density lipoprotein (HDL) cholesterol level, and high glycated hemoglobin (HbA1c). However, it is not clear whether these results extend to a multiethnic sample of older adults.

Objectives: 1). Examine the association between Comorbidity profile and ABCs goals achievement. 2). Examine whether the association between comorbidity profile and ABCs goals achievement is moderated by race/ethnicity.

Methods: A sample of 3532 participants from Health and Retirement Study (HRS) years 2010 and 2012 and …


Comparative Effectiveness Of Conventional And Novel Sampling Methods For The Recruitment Of Sexual Minority Identified Women, Sarah M. Piperato Jan 2018

Comparative Effectiveness Of Conventional And Novel Sampling Methods For The Recruitment Of Sexual Minority Identified Women, Sarah M. Piperato

Theses and Dissertations

Sexual minority identified (SMI) women have an amplified risk for risky health behaviors and chronic health conditions. Current research on mechanisms related to health disparities in SMI women is limited. Research targeting SMI women has relied on small, convenience samples to address health disparities. Due to the nature of this population, probability sampling methods are ineffective and inefficient and cost prohibitive. The purpose of this dissertation was threefold. First, we examined the current state of literature to gain insight on prevalent sampling strategies used to access SMI women for health-related research. Second, we compared the efficacy of two sampling strategies, …


Hiv In The United States: A Spatial Examination Of Testing And Outcomes, Sazid Shameem Khan Jan 2018

Hiv In The United States: A Spatial Examination Of Testing And Outcomes, Sazid Shameem Khan

Theses and Dissertations

The main objectives of this dissertation were to provide a complete depiction of the prevalence of HIV across the United States and to assess HIV testing trends among various subpopulations. Additionally, we focused on measuring spatial access to HIV testing resources across the U.S. South, where HIV is rapidly becoming more burdensome and resources have historically been allocated disproportionately. We sought to identify disparate populations and locations that require further focus moving forward to stem the HIV epidemic. We utilized a variety of data sources such as the Behavioral Risk Factor Surveillance System (BRFSS) which was used to assess national …