Public Health Commons^™

Physical Activity And Breast Cancer In South Carolina, Chisom Onyeuku

Theses and Dissertations

This study examined the relationship between breast cancer incidence and recreational physical activity. It was one of the first studies in the southeastern US to examine incident breast cancer and physical activity in an ethnically diverse cohort of women. In terms of physical activity, both lifetime and recent physical activity were analyzed. All physical activity data were from validated self-reported surveys. The study examined BMI, menopausal status and race as key confounders and effect modifiers. The study found evidence that for Black women, there was a positive relationship between the amount of lifetime physical activity and the odds of incident …

Individual- And Neighborhood-Level Determinants Of Emergency Department Utilization Among Patients With Diabetes In South Carolina, Charity B. Breneman

Theses and Dissertations

AIM: The primary aim of this study was to evaluate the geographic variation in emergency department (ED) use in South Carolina using geographical information systems (GIS) and to examine the effects of both individual- and neighborhood-level characteristics on frequent ED use among patients with diabetes. METHODS: ED discharge data for 2013 was geocoded based on patients’ residential ZIP code using GIS. Frequent ED use among patients with diabetes was defined as three or more ED visits between January 1, 2013 and December 31, 2013. The boundaries for each neighborhood were defined by the U.S. Census Bureau ZIP Code Tabulation Areas …

Dietary Patterns And Prostate Cancer Aggressiveness In African-American And European-American Men, Lara Ryan Schneider

Theses and Dissertations

Several foods and nutrients have been linked to prostate cancer risk, but the effect of overall diet on prostate cancer outcomes is not well understood. Previous research has primarily examined a posteriori dietary patterns in relation to prostate cancer; studies that have used a priori dietary patterns and their relationship with prostate cancer have been inconclusive. Furthermore, racial differences in prostate cancer incidence and aggressiveness are not well understood. Data from the case-only North Carolina-Louisiana Prostate Cancer Project (PCaP) was used to examine the association between overall dietary pattern, as measured by the Mediterranean Diet (MED) score and the Dietary …

Low-Intensity Physical Activity And Cardiometabolic Risk Factors Among Older Adults With Multiple Chronic Conditions, Yueyao Li

Theses and Dissertations

Introduction Cardiovascular disease (CVD) is the leading cause of death among older adults in the Unites States and is driven largely by cardiometabolic risk factors including elevated blood pressure and blood glucose. Studies have found the protective effect of moderate intensity physical activity (MIPA) and vigorous intensity physical activity (VIPA) on cardiometabolic risk factor; however, the association between light physical activity (LIPA) and cardiometabolic risk factor among older adults is not clear. Objectives 1). Examine the association between LIPA and cardiometabolic risk factors. 2). Examine whether the association between LIPA and cardiometabolic risk factor is moderated by multiple chronic conditions. …

Genetic And Epigenetic Variations In Asthma And Wheeze Illnesses, Todd M. Everson

Theses and Dissertations

Asthma, a chronic respiratory condition, is common worldwide with no cure and limited effective prevention strategies. It is well recognized that asthma has a multifaceted etiology, though many of the underlying mechanisms involved in asthma development, persistence and remission are still convoluted. Epigenetic mechanisms, such as DNA methylation, regulate gene-expression but are not related to changes in the actual DNA sequence. Recently, differential patterns of DNA methylation within many genes have been associated with asthma, particularly within genes involved in the differentiation of pro-inflammatory T-helper 2 (Th2) cells. DNA methylation patterns within less known biologic pathways undoubtedly are involved in …

Smoking Cessation In Pregnancy And Gestational Weight Gain In South Carolinian Mothers, 2009-2011, Laquenta Latreese Weldon

Theses and Dissertations

Purpose: To determine if smoking cessation during pregnancy is associated with excessive gestational weight gain (GWG).

Methods: Data came from the 2009-2011 Pregnancy Risk Assessment Monitoring System (PRAMS), an ongoing population-based survey of live births in South Carolina (n=2,603). Participant smoking status was classified as nonsmoker (did not smoke before or during pregnancy), persistent smoker (smoked before and throughout pregnancy), or quitter (smoked before but quit during pregnancy). Multinomial logistic regression model was estimated to examine the association between smoking status and meeting the 2009 Institute of Medicine guidelines, while linear regression model was used for the continuous outcomes such …

Prostate Specific Antigen (Psa) Growth Curves: A Method To Improve Prostate Cancer Screening, Azza Shoaibi

Theses and Dissertations

Prostate cancer (PrCA) screening aimed at detecting aggressive disease represents a significant public health issue. Development of biomarkers to predict PrCA that is likely to kill if left untreated is a major challenge. This dissertation focused on analyzing existing repeated measures of prostatic specific antigen (PSA) to develop and validate a tool to improve both sensitivity and specificity of the PSA-based screening test to detect high-risk PrCA. We used the Prostate Lung Colorectal and Ovarian trial data (PLCO) for PSA growth model building. Using 6 years of annual PSA measurements we established the PSA growth curves for four groups of …

Diagnostics And Model Selection For Generalized Linear Models And Generalized Estimating Equations, Chelsea Boquet Deroche

Theses and Dissertations

The use of generalized linear models and generalized estimating equations in the public health and medical fields are important tools for research, specifically for modeling clinical trials, evaluating preventive measures, and secondary data analysis. It is important for these researchers to have the necessary tools to analyze and model their data correctly. This dissertation focuses on a penalized maximum likelihood estimation method for generalized linear models, measures of association such as the coefficient of determination and R² for generalized estimating equations, and a modified quasi-likelihood information criterion for generalized estimation equations.

Common problems that arise during estimation of generalized …

Exploring The Association Between Network, Cognitive, Structural Social Capital And The Risk Of Clinical Depression In Taiwan, Yun-Hsuan Wu

Theses and Dissertations

Depression is the one of most common mental health conditions in Taiwan. Although evidence suggests that social capital is associated with depression, few studies have comprehensively explored the influence of social capital on depression. Also evidence in Taiwan is limited in comparison to other Western countries. Data from the 1997 Taiwan Social Change Survey (n=2,598), which is the only dataset that contains the best available information to measure and compare all three dimensions of social capital (network, cognitive, and structural social capital), were used to examine the association between three dimensions of neighborhood- and individual-level social capital and depression among …

Longitudinal Association Between Television Watching, Computer Use And Meal Frequency And Risk Markers In Diabetes Among Youth With Diabetes, Chao Li

Theses and Dissertations

BACKGROUND AND OBJECTIVES: Television watching and computer use are considered to be the main sedentary behaviors in children and youth. However, their longitudinal impact on HbA1c and serum lipids among youth with type 1 diabetes (T1D) and type 2 diabetes (T2D) are under-studied. Sedentary behavior is normally assessed by questionnaire in large epidemiological studies, however, its measurement by questionnaire has not been evaluated among youth with diabetes. Also, no recent studies have evaluated the optimal meal frequency for glycemic control in youth with T1D and T2D; for this reason nutritional guidelines on meal frequency for youth with diabetes are vague. …

Environmental Exposures And Childhood Pulmonary Function, Pallavi Prakash Balte

Theses and Dissertations

Fetal origins of adult disease hypothesis states that adverse influences early in developmental period and particularly during intrauterine life can result in permanent changes in physiology which may lead to increased disease risk of chronic diseases in adulthood. Both fetal and adolescent period are critical time periods for development of lungs. Any adverse environmental exposures during these critical periods of lung growth is a form of programming which can have long term effects on pulmonary function. The purpose of this dissertation was to examine the association between different environmental exposures and pulmonary function in children and late adolescents. The first …

Interpregnancy Weight Change And Adverse Maternal Outcomes, Chelsea Lynes

Theses and Dissertations

Obesity during pregnancy is associated with a high risk of adverse maternal outcomes. Little is known about how weight change between consecutive pregnancies impacts subsequent pregnancy complications and newborn outcomes. This study aimed to explore the association between interpregnancy BMI change and adverse maternal outcomes, specifically, gestational diabetes mellitus (GDM), gestational hypertension, pre-eclampsia, non-repeat cesarean delivery (C-section), and vaginal birth after cesarean delivery (VBAC). The study sample was derived from the Eunice Kennedy Shriver National Institute of Child Health and Human Development Consecutive Pregnancy Study, which collected data from 20 hospitals in Utah utilizing electronic medical records and International Classification …

Maternal Obesity, Gestational Weight Gain And Offspring’S Asthma, Kristen Polinski

Theses and Dissertations

Introduction: Obesity is common among women of childbearing age and intrauterine exposures may influence the development of early childhood asthma. A handful of studies have investigated pre-pregnancy obesity, but even fewer have thoroughly explored gestational weight gain as possible childhood asthma risk factors. Gaps remain in the literature and to our knowledge, none have longitudinally explored these relationships in a nationally representative sample of U.S. children.

Methods: We used data from the Early Childhood Longitudinal Study – Birth Cohort, in which children were followed through age four (n≈5,200). Asthma was based on parent report of a physician’s diagnosis. …

The Relationship Of The Mediterranean Diet And The Dietary Approaches To Stop Hypertension (Dash) Style Diet With Cardiometabolic Health, Yong-Moon Park

Theses and Dissertations

Introduction: Much evidence shows that the Mediterranean diet and the Dietary Approaches to Stop Hypertension (DASH) style diet are associated with risk reduction of cardiometabolic disease as well as lower risk of all-cause, cardiovascular disease (CVD), and cancer mortality. A subgroup of obese individuals (metabolically healthy obese (MHO) phenotype) and normal weight individuals (metabolically obese normal weight (MONW) phenotype) have been identified to have different cardiometabolic risks compared with their counterparts in the same category of body mass index (BMI). Scarce evidence exists demonstrating a relationship between adherence to Mediterranean diet or DASH style diets with MHO and MONW …

Food Security Status And Life Events Among Households With Children In The Midlands Of South Carolina, Erin Rebekah Drucker

Theses and Dissertations

Purpose: Food insecurity is a major public health problem in the United States (US) with 14.5% of US households having experienced some level of food insecurity in 2012. Among households with children, 20% experienced low food security in 2012, and in half of these households, both the children and adults were affected. Food insecurity among children can have lifelong negative health and mental effects. Life events are defined as self-­‐reported life changes, which create a strain on resources and an opportunity for food insecurity, Methods: The Midlands Family Study (MFS) was a cross-­‐ sectional study that surveyed households …

Cluster Analysis With Batch Effect, Yifan Tang

Theses and Dissertations

Clustering, as a fundamental process in data science, is frequently used in preliminary data analysis. Batch effects are a powerful source of variation that can come from many sources in data collection, and influence data. We propose a method to simultaneously remove batch effects and perform cluster analysis. We see a batch effect as a fixed value added on to each batch, and do not make assumptions about the distribution of batch effects. We represent the data using a Gaussian mixture model, and use the EM algorithm to estimate the cluster means, the cluster covariance matrices, and the batch effects, …

Soil Arsenic And Lead Concentrations And Preterm Birth: Investigating Racial Disparities, Sources, Neighborhood Effects, And Spatial Patterns, Pamela Harley Thornton Davis

Theses and Dissertations

Preterm birth, generally defined as birth at <37 weeks of gestation, is an important public health issue that has multiple risk factors related to characteristics of both the mother and her environment. The purpose of this dissertation was to examine potential sources of spatially interpolated (kriged) environmental concentrations of arsenic (As) and lead (Pb) in residential soils and preterm birth in a Medicaid population of mothers giving birth in South Carolina (SC) from 1996-2001. The first objective was to investigate if a racial disparity existed for estimated soil As and Pb concentrations, after adjusting for proximal and distal sources of these metals (including distance and direction to industrial facilities) in a subset of SC Medicaid mothers living in areas of SC where soil samples were collected and analyzed for these metals. The second objective was to test the hypothesis that estimated soil As and Pb concentrations were associated with increased odds of early (<34 weeks) and late (34-36 weeks) preterm births in the same subset of SC Medicaid mothers, after adjusting for individual and neighborhood level risk factors, and examine if measure of neighborhood deprivation and racial residential segregation modified these associations. The third objective was to examine if early and all preterm births, aggregated at the county level, varied spatially and/or temporally in SC for all Medicaid mothers giving birth from 1996-2001 in Bayesian models.

For the first objective, black mothers had significantly higher estimated As and Pb soil concentrations than white mothers in the study population (adjusted betas were 0.12 and 0.22 for As and Pb, respectively; all p<0.006), and proximal sources of metals (e.g., percent of Census block group are covered by roads) were more strongly associated with estimated soil As and Pb concentrations than composite As and Pb releases from industrial facilities categorized by distance from and direction to Census block groups in which maternal residences were located.

For the second objective, estimated soil concentration of neither As nor Pb were associated with increased odds of early or late preterm birth after adjusting for maternal and neighborhood level risk factors. Only individual level covariates were associated with these birth outcomes, and associations were stronger for early as compared to late preterm births. Neighborhood deprivation and racial …

Geographic Accessibility To Health Services And Neonatal Mortality Among Very Low Birthweight Infants In South Carolina, Portavia Featherstone

Theses and Dissertations

Introduction: Infant mortality is commonly denoted as a marker of population health with more than half of all infant deaths occurring during the neonatal period (0-27 days) of infancy. Mortality for infants born very low birthweight (<1500 grams) is markedly higher than the babies born with normal birthweight (2500-4000 grams). The purpose of this research project was to assess geographic access to perinatal health services and the risk of neonatal death among infants born with very low birth weight. Data and methods: The linked birth and death records of a retrospective cohort of very low birthweight (<1500 grams) infants born in South Carolina between the years 2010 and 2012 were used (n=3191). We assessed the impact of travel time from maternal residence to delivery hospital and travel time from maternal residence to the nearest prenatal care provider (obstetricians/gynecologists, community health center, or rural health clinic). Logistic regression modeling was performed with adjustments for maternal characteristics (race, age, chronic/gestational hypertension, chronic/gestational diabetes mellitus, smoking, prenatal care), newborn characteristics (gestational age, birthweight, gender, NICU admission at birth), and the birth in a level III hospital. Results: There were a total of 563 neonatal deaths in this population and the neonatal mortality rate was 17.64 neonatal deaths per 100 live births. We did not find significant associations of travel time from maternal residence to delivery hospital and to a closest prenatal care provider with neonatal death after adjusting for confounders. However, we found that a one-week increase in gestational age (OR: 0.61 [95% CI: 0.57-0.65]) and non-Hispanic Black mothers (versus non-Hispanic White mothers) (OR: 0.65 [95% CI: 0.45-0.94]), were associated with the lower odds of neonatal death, while non-NICU admission at birth (OR: 5.99 [95% CI: 4.05-8.84]) was associated with an increased odds of neonatal death. Conclusion: Although we did not find that travel time was associated with neonatal mortality among very low birthweight infants, our study identified a few significant correlates for neonatal deaths in this birthweight group. Future studies should investigate the role of geographic access to care on mortality during other periods of infancy and among other birthweight groups.