Epidemiology Commons^™

Sociodemographic Predictors Of Medication Nonadherence Among Latinos Diagnosed With Diabetes Type Ii, Bianca L. Tristan

Walden Dissertations and Doctoral Studies

Latinos of low socioeconomic status are disproportionately affected by diabetes Type II complicated by poor adherence to diabetes Type II medications and management programs. Self-management of diabetes Type II is a tool used to teach health education to patients with diabetes. The objective of this retrospective quantitative study was to explore if there are predictors of nonadherence to diabetes Type II medications and programs among Latinos with diabetes Type II. Data from 200 patient records from a community clinic in Fresno County California were analyzed using both bivariate and multivariate analysis. Selected sociodemographic independent variables were age, gender, income, migrant …

Predictors Of Full Childhood Immunization Status In Owerri, Nigeria, Osuala Uzor Kelvin

Walden Dissertations and Doctoral Studies

Full (complete) childhood immunization against tuberculosis, poliomyelitis, diphtheria, tetanus, hepatitis B, yellow fever, measles, and the maternal retention of immunization documentation are the most cost-effective interventions against vaccine-preventable childhood diseases. The full childhood immunization rate in Nigeria has not reached the expected target level of compliance at 90%. Using the social ecological model, this study investigated the influence of maternal satisfaction with postnatal services and paternal support on full childhood immunization status; it also examined the association between maternal factors and the maternal retention of immunization documentation in Owerri, Nigeria. The hypotheses were that maternal satisfaction with postnatal services and …

The Role Of Sociodemographic Characteristics And Antiretroviral Prophylaxis On Risky Sexual Behavior Among Men Who Have Sex With Men, Leonard Obodo

Walden Dissertations and Doctoral Studies

Recent multicenter, randomized, double blind clinical trials have shown no association between HIV preexposure prophylaxis (PrEP) and increased sexual risk behavior among high-risk men who have sex with men (MSM). However, little research has been conducted under natural conditions devoid of clinical trial controlled environment to confirm the lack of association between PrEP and increased sexual risk behavior. Also, research has shown conflicting associations between sociodemographic characteristics and sexual risk behavior among MSM. In this cross-sectional, web-based, primary data analysis, MSM who reside in United States of America (USA) and who make use of PrEP for HIV prevention were examined …

Crash Risk Associated With Cellular Phone Use While Driving, Tiffani Ann Fordyce

Walden Dissertations and Doctoral Studies

There are inconsistencies in the published literature on the effect of cellular phone use while driving. The objective of this study was to estimate an adjusted nationwide crash rate associated with cell phone use while driving and to compare statewide crash rates prior to and following the implementation of legislation banning cell phone use while driving. Crash rates in nationally representative databases were calculated based on imputed values for cell phone use using the propensity score method. The imputed nationwide crash rate for fatal crashes (1.61 per 100 fatal crashes) and all crashes (1.409 per 100 crashes) represented a 2 …

Examination Of Racial/Ethnic Disparities In Ovarian Cancer Stage Of Diagnosis, Surgery Treatment And Survival: Multilevel Analysis Of 2001-2012 Seer Data, Chen Chen

College of Graduate Studies: Theses & Dissertations

Context. Racial/ethnic disparities in cancer outcomes are major public health concerns. Ovarian cancer is the tenth most common cancer and the fifth leading cause of cancer-related deaths among women. Identifying individual- and contextual-level factors contributing to racial/ethnic disparities in ovarian cancer stage of diagnosis, surgery treatment and survival is necessary for reducing and eliminating these disparities.

Objective. The study aims to examine racial/ethnic disparities in ovarian cancer diagnosis, surgery treatment and survival outcomes; to explore individual- and contextual-level factors contributing to these disparities, and to examine the trend of ovarian cancer racial/ethnic disparities from 2001 to 2012.

Methods. The …

Predictors Of Obesity Among Nigerian Immigrants In The United States, Olawunmi Obisesan

Walden Dissertations and Doctoral Studies

Obesity has been identified as a significant risk factor for chronic diseases, contributing to health disparities in minority and vulnerable populations. Though research has identified an increased risk for obesity in the Hispanic immigrant population, there is little or no research on the heterogeneity of obesity predictors in specific immigrant populations in the United States. This study examined the predictors of obesity in the Nigerian immigrant population in the United States. Guided by the social ecological model and the segmented assimilation theory, this cross-sectional study collected primary data from 205 Nigerian immigrants in the United States using the CDC's Behavioral …

Third-Degree Family Health History And Perception Of Disease Risk, Liana Carrasco Romero

Walden Dissertations and Doctoral Studies

Chronic diseases are a significant cause of illness and mortality in the United States. Hereditary predisposition to chronic diseases is a useful indicator for identifying people at risk for disease development. An ideal tool for determining this predisposition is the CDC, NIH, and AAFP recommended third-degree family health history (FHH). The aim of this quantitative, cross-sectional study, based on the theoretical frameworks of social constructivism and the health belief model, was to assess the possible influence between the completed third-degree FHH and the participant's perception of disease risk. Two-hundred seventy-three participants were recruited from health care facilities and from the …

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 …

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 …

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 …

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. …

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 …

Assessment Of The Impact Of Attention Deficit Hyperactivity Disorder On Type 1 Diabetes, Kellee Miller

USF Tampa Graduate Theses and Dissertations

Individual day-to-day management and effective control of type 1 diabetes (T1D) is ultimately driven by decisions made by the individual. Individuals with attention deficit hyperactivity disorder (ADHD) have a higher tendency to be inattentive, impulsive, and hyperactive. Attention deficits and impulsivity among adolescents and adults with T1D could result in poor diabetes management through infrequent self-monitoring of blood glucose and inadequate insulin dosing – key components of achieving optimal glycemic control.

This study included 7,380 adolescents and young adults, ages 13-25 years, participating in the T1D Exchange clinic registry (median age 17.4 years, duration 7.7 yrs, 50% female, 81% white). …

Improving Understanding Of Colorectal Cancer Screening Decisional Conflict And Breast Cancer Survivorship Care, Kara P. Wiseman

Theses and Dissertations

Background: Behavioral interventions and evidence based guidelines along the cancer control continuum can reduce the burden of cancer.

Objectives: This dissertation aims to increase our understanding of colorectal cancer screening (CRCS) decisional conflict and breast cancer survivorship care. This project: 1) assesses CRCS decisional conflict in a general population, 2) uses the Theory of Triadic Influence to model and evaluate direct and indirect associations between CRCS decisional conflict and colonoscopy adherence, 3) assesses post-treatment breast cancer care.

Methods: Data from a questionnaire administered to randomly selected adults, 50-75 years, living in six MN communities (N=1,268) and the 2010 Behavioral Risk …

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Biostatistics, Epidemiology & Environmental Health Sciences: News & Publications (2011-2018)

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Mediation Analysis Of Gestational Age, Congenital Heart Defects, And Infant Birth-Weight, Adane F. Wogu, Christopher A. Loffredo, Ionut Bebu, George Luta

GW Biostatistics Center

Background

In this study we assessed the mediation role of the gestational age on the effect of the infant’s congenital heart defects (CHD) on birth-weight.

Methods

We used secondary data from the Baltimore-Washington Infant Study (1981–1989). Mediation analysis was employed to investigate whether gestational age acted as a mediator of the association between CHD and reduced birth-weight. We estimated the mediated effect, the mediation proportion, and their corresponding 95% confidence intervals (CI) using several methods.

Results

There were 3362 CHD cases and 3564 controls in the dataset with mean birth-weight of 3071 (SD = 729) and 3353 (SD = 603) …

Gestational Weight Gain, Pregnancy Outcomes, And Use Of Perinatal Health Services, Lujing Zhan

Theses and Dissertations

This dissertation consists of three studies that were undertaken to better understand 1) the role of gestational weight gain (GWG) during early pregnancy on subsequent blood pressure changes and the risk of pregnancy-induced hypertension (PIH), 2) the causal effect of GWG in both early and mid-late pregnancy on the subtypes of preterm births, and 3) the impact of personal capital on the use of perinatal health services (i.e., prenatal care use and preconception care counseling). The first two studies were based on the data from the 1988 National Maternal and Infant Health Survey and the third study employed the data …

Effect Of Primary Care Physician Density On Late Stage Cervical Cancer Diagnosis, Emily Haanschoten

Theses and Dissertations

INTRODUCTION: Late-stage cervical cancer diagnosis is an important contributing factor to the cervical cancer mortality rate. Screening for cervical cancer is a vital tool in reducing the number of late-stage cases, preventing incident cases and reducing mortality. Access to care is often a significant barrier to receiving these services. Women who have no usual source of care report significantly lower percentages of Pap tests than women who have a usual source. South Carolina ranks 13th in the US in cervical cancer incidence and 7th in cervical cancer mortality. South Carolina also struggles with a primary care physician shortage, ranking 39th …

Examining The Influence Of Healthy Eating Identity On Shopping Behaviors, Jordan Brittingham

Theses and Dissertations

Eating identity is shown to be a promising measure capable of enhancing our understanding of nutrition behavior. Persons with healthy eating identities are less likely to consume the typical American diet and report healthier diets in general. While there are several studies linking healthy eating identity and diet, there is currently no research examining healthy eating identity in relation to food shopping behavior, an important aspect of nutritional intake. The purpose of this study was to examine the influence of healthy eating identity on shopping behaviors including supermarket utilization, supercenter utilization, likelihood of shopping at the nearest store, distance to …