Medicine and Health Sciences Commons^™

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 …

Examining The Association Of Crime Laboratory Practices, Internal And External Determinants, And Dna Case Completion Time And Backlog, Eva Marie Lewis King

Theses and Dissertations

ABSTRACT

EXAMINING THE ASSOCIATION OF CRIME LABORATORY PRACTICES, INTERNAL AND EXTERNAL DETERMINANTS, AND DNA CASE COMPLETION TIME AND BACKLOG

by

Eva Marie Lewis King

The University of Wisconsin-Milwaukee, 2015

Under the Supervision of Dr. Ron Cisler

Crime laboratories across the country have reported caselog information that supports the fact that case submissions have resulted in very large DNA backlogs. The onset of these DNA backlogs developed a public safety and population health crisis. Literature suggests crime laboratories faced submission of DNA cases in a manner similar to the onset of an epidemic. Literature also suggests the use of novel approaches …

Genetics Of Obesity In Starr County, Texas Mexican Americans, Heather M. Highland

Dissertations & Theses (Open Access)

Currently, over two-thirds of Americans are classified as over-weight or obese. Obesity increases risk for many other diseases including type 2 diabetes, heart disease, stroke, and cancer, making obesity the largest public health problem in America and most other Westernized nations. Hispanics have a higher rate of both obesity and type 2 diabetes, making them a particularly interesting population in which to study obesity. For the last 33 years, the Starr County Health Studies has collected an array of phenotypes and biological samples from residents of Starr County, along Texas-Mexico border. This study includes 825 subjects who were not known …

The Paleoepidemiology Of Malaria In The Ancient Near East, Nicole Elizabeth Smith

Graduate Theses and Dissertations

The end of the Late Bronze Age in the Near East (1300 - 1200 BCE) saw the widespread collapse of several large cultural centers, the reasons for which are a subject of continued debate. Evidence from events leading up to this cultural collapse suggest epidemic disease may have factored into the eventual downfall of these early civilizations. Recent DNA analysis from Egyptian mummies who lived during the period leading up to the Late Bronze Age collapse identified malaria in several elite individuals, suggesting the widespread prevalence of this infectious disease in Egypt. However, the exact prevalence, antiquity, and dynamics of …

The Influence Of Race And Gender On Hiv Risk Behaviors In High School Students In The Southern States Of The United States, Malendie T. Gaines

Electronic Theses and Dissertations

The incidence of the Human Immunodeficiency Virus (HIV) is highest in the southern states of the United States (US), with adolescents in this region being one of the most affected populations in the country. A limited amount of information is available on adolescent HIV risk behaviors in the southern states, specifically focusing on race and gender. The purpose of this study was to use the Centers for Disease Control and Prevention’s National Youth Risk Behaviors Survey (YRBS) for high school students in the southern states for 2011 and 2013 to examine the influence of race and gender on 1) early …

A Hierarchical Graph For Nucleotide Binding Domain 2, Samuel Kakraba

Electronic Theses and Dissertations

One of the most prevalent inherited diseases is cystic fibrosis. This disease is caused by a mutation in a membrane protein, the cystic fibrosis transmembrane conductance regulator (CFTR). CFTR is known to function as a chloride channel that regulates the viscosity of mucus that lines the ducts of a number of organs. Generally, most of the prevalent mutations of CFTR are located in one of two nucleotide binding domains, namely, the nucleotide binding domain 1 (NBD1). However, some mutations in nucleotide binding domain 2 (NBD2) can equally cause cystic fibrosis. In this work, a hierarchical graph is built for NBD2. …

Associations Between Physical Activity And Weight Status With Grade-School Performance, Taylor Panfil

Theses and Dissertations

Physical activity and weight control are predictive of childhood health, but more recent research suggests they may also be associated with academic success.

PURPOSE: To explore the relationships between physical activity, weight status, and academic performance in children.

METHODS: 614 third-to-fifth grade children (53.9% female, age 9.6 ± 0.9 years) from two Midwestern communities participated. Physical activity was assessed using a Digiwalker 200-SW pedometer worn for seven consecutive days. Teachers provided an estimate of general academic performance, and children were categorized into three performance groups (high, moderate, low). School behavior (attentiveness, staying on task, interruptive behavior) was assessed by the …

The Effects Of Menopausal Vasomotor Symptoms And Changes In Anthropometry On Breast Cancer Etiology, Victoria Hart

Doctoral Dissertations

One of the strongest predictors of breast cancer risk is mammographic density; however, incomplete understanding of the mechanisms relating density to risk has limited its use as a marker for breast cancer susceptibility. Hormone fluctuations during the menopausal transition may influence declines in mammographic density and may also trigger the onset of menopausal vasomotor symptoms (VMS), which have been associated with lower breast cancer risk. The effects of hormone changes on density, VMS, and breast cancer risk are complicated by external factors such as changing body mass and hormone therapy use during the menopausal transition. We evaluated the association between …

Risk Factors And Costs Influencing Hospitalizations Due To Heat-Related Illnesses: Patterns Of Hospitalization, Michael T. Schmeltz

Dissertations, Theses, and Capstone Projects

The objective of this dissertation was to identify individual and environmental risk factors, investigate outcomes and hospital resource use, including costs, and document the pattern of heat-related illness hospitalizations in the United States. The main data source for the study population was the 2001-2010 Nationwide Inpatient Sample (NIS). The study population for heat-related illnesses (HRIs) consists of patients in the NIS with at least one diagnosis of a heat-related illness (ICD-9 codes 992.0 - 992.9) from 2001 to 2010. Outcome analysis included a study population of patients who had primary or secondary diagnoses of diabetes, cardiovascular diseases, respiratory illnesses, nephritic …

Completion Of Preventive Health Care Actions By Older Women With Hiv/Aids, Patricia Kay Correll

Walden Dissertations and Doctoral Studies

The widespread use of highly active antiretroviral therapy (HAART) has resulted in longer lifespans for HIV seropositive women in the United States, during which preventive health care is recommended. Failing to complete recommended cancer screening tests can result in cancer being diagnosed at a later stage with a poorer prognosis. The purpose of the study, based on the ecosocial theory, was to describe the sociodemographic and clinical variables of HIV seropositive women who failed to complete recommended screening tests for breast, cervical, and colorectal cancers, and determine if the presence of hypertension, obesity, diabetes, depression, or tobacco use impacted the …

Cardiovascular Disease Risk Factors In Structural Firefighters, Nicholas W. Trubee

Theses and Dissertations--Kinesiology and Health Promotion

This dissertation is composed of two manuscripts assessing cardiovascular disease (CVD) risk in structural firefighters. Study 1 compared traditional CVD risk factors and health-related behaviors between professional and volunteer firefighters. Online questionnaires were sent to approximately 4000 firefighters in the state of Kentucky. The results indicated that 90% of volunteer and 58% of professional firefighters were classified as moderate-to-high CVD risk. Volunteer firefighters were significantly (p < 0.001) older and more likely (p = 0.026) to be current cigarette smokers. The mean body mass index among all firefighters in the sample was 30.8 kg·m^-2. Nearly 60% of volunteer firefighters were obese. Obese firefighters were more likely (p < 0.05) to have been diagnosed as diabetic or pre-diabetes compared to overweight and normal weight firefighters. These results indicate that volunteer firefighters may be at a greater CVD risk compared to professional firefighters.

Study 2 investigated the association of cardiorespiratory fitness (CRF) and body fat with arterial stiffness in professional firefighters. Forty-six …

Detecting Enzootic Leishmaniasis And American Trypanosomiasis In Stray Dogs In El Paso County, Texas And The Potential For Autochthonous Transmission To Humans, Evan James Kipp

Open Access Theses & Dissertations

Cutaneous leishmaniasis and Chagas disease (American trypanosomiasis) are two vector-borne, protozoal zoonoses whose emergence into the southern United States is a public health problem of increasing significance. Cutaneous leishmaniasis is caused by several species of intracellular protozoa in the genus Leishmania and is most often characterized by the formation of large, ulcerative skin lesions that can result in considerable scarring and permanent disfigurement. Infection with Leishmania is prevalent throughout the world in tropical and sub-tropical regions and in areas where people are regularly exposed to the hematophagous sand fly vectors that transmit the disease. Chronic infection with Trypanosoma cruzi, the …

Assessment Of Vitamin D Levels And Depression Among Adults In The United States, Troy Jean-Luc Owens

Walden Dissertations and Doctoral Studies

Vitamin D is essential to optimizing health; vitamin D deficiency (VDD) can increase risk of hypertension, cardiovascular disease, and insulin resistance. VDD occurs when individuals do not receive sufficient oral intake or obtain adequate sun exposure. Previous researchers indicated there is a relationship between VDD and depression, while others have indicated there is no relationship. The purpose of this study was to examine the relationship between vitamin D levels and depression, and how this relationship might be moderated by an individual's demographic characteristics (gender, age, smoking status, or marital status). This study was a quantitative data analysis of archival data …

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 …

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 …

Psychosocial Determinants Of Elective Cesarean Section Deliveries In Selected Obstetric Facilities In Nairobi, Kenya, Tom Joseph Oguta

Walden Dissertations and Doctoral Studies

Cesarean section (CS) rates have generally increased across the world in the past decade. Reducing elective cesarean section (ECS) rates is imperative as many countries aim to maintain threshold CS rates at or below 15%, the level recommended by the United States' National Institutes of Health. Women are believed to consider ECS for various interconnected psychosocial reasons, but few quantitative studies have investigated these factors. This prospective cohort study was based on the social ecological model (SEM) and the theory of planned behavior (TPB) models, and identified the psychosocial predictors of ECS among 1,268 expectant women in 2 hospitals in …

Differentiating Demographic Factors In Latino Patients With Type 2 Diabetes, Carol Lynne Manning

Walden Dissertations and Doctoral Studies

The American Diabetes Association (ADA) data suggest that Latinos share a greater burden of disease than do non-Latino Whites with type 2 diabetes. As a result of poor glycemic control, Latinos also suffer consequences such as blindness, kidney disease, and limb amputation more often than do other ethnic groups. The purpose of this study was to compare demographic factors of Latinos with well-controlled type 2 diabetes, as measured by a HgbA1c of 7 or less (n = 118) to Latinos not well controlled (n = 105). This cross sectional study used a secondary data set with a sample selected from …

Genome-Wide Association Study On The Sleep Symptom Of Post Traumatic Stress Disorder, Tammy Pooler

Walden Dissertations and Doctoral Studies

Posttraumatic stress disorder (PTSD) is a psychiatric condition that presents with 3 main symptoms're-experiencing, avoidance/numbing, and hyper arousal'after an individual experiences a traumatic event. Recent evidence suggests a potential genetic basis for PTSD and a sub symptom of hyper arousal, sleep, as a potential pathway for PTSD development, but no study has identified candidate genes associated with specific symptoms such as sleep difficulty. Based on a conceptual framework in which specific genes are associated with the onset of PTSD, this study used a genome-wide association

study (GWAS) method with a case control study design to compare the genomes of individuals …

Albumin Levels In Hispanic Dialysis Patients With And Without Type Ii Diabetes, Hector Hernandez

Walden Dissertations and Doctoral Studies

Albumin provides the vital scaffolding for growth and tissue repair and supports oncotic blood pressure and hemodynamics. In hemodialysis patients, albumin aids with fluid removal by drawing excess fluid from edematous tissues back into the blood where it can then be removed by a dialyzer. The hyperglycemia seen in dialysis patients with Type II diabetes progressively damages kidney glomeruli, which permits albumin seepage into the urine, thus lowering serum albumin. The conceptual framework underpinning this research is the van't Hoff theory of osmotic pressure. Under this framework, the solute-solvent relationship largely contributes to the osmotic movement of fluid. The purpose …

Sewer Overflows And The Vector Mosquito Proximity To Human West Nile Virus Infections, Andrea Simone Bowers

Walden Dissertations and Doctoral Studies

DeKalb and Fulton Counties, which share the metropolitan Atlanta area, have seen an increase in West Nile infected vector mosquitoes; the increase is associated with close proximity to combined sewer overflow facilities. Despite completion of the remediation system in 2008, the mosquito population testing positive for West Nile virus has increased each year from 2010 through 2012. Guided by the Geographical Information System framework and using spatial analysis and regression analyses, this study described and quantified the relationship between sewer system overflows and amplification of vector mosquitoes; an additional goal was to investigate their proximity to human cases of West …

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 …

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 …

The Association Of Lead With Cataracts And Vision-Related Problems In Perimenopausal Women, Imogene Drakes

Walden Dissertations and Doctoral Studies

Around the world, women are subject to an earlier incidence of cataracts, have a higher risk for cataracts, and also have a higher risk for other vision-related problems than men. Previous research has indicated an association between endogenous lead stored in long bones and cataracts in men over 60 years of age; however, a similar study in women did not reveal an association. This case control study was conducted to investigate whether perimenopausal mobilization of endogenous lead serves as a possible causative factor for women's generalized vision issues and cataract incidence in particular. Secondary data were gathered from 1,416 women …

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 …

Quantitative Study Of Clostridium Difficile Incidence Related To Influenza And Antimicrobial Use, Eileen M. Yaeger

Walden Dissertations and Doctoral Studies

In the United States, influenza causes approximately 36,000 deaths and over 200,000 hospitalizations each year with elderly most often affected. Clostridium difficile infection (CDI) is another major health care challenge and pressing public health issue associated with 14,000 deaths and over 335,000 hospitalizations annually. The use of antibiotics has been implicated in the development of CDI. This study's purpose was to test the relationship of seasonal influenza incidence and antiviral/antibiotic use in CDI development among hospitalized patients. Grounded in the epidemiologic wheel model of man-environment interactions, this retrospective observational study described and analyzed data from a proprietary, laboratory, and pharmacy-based …

Association Between Psychological Trauma From Assault In Childhood And Metabolic Syndrome, W Sumner Davis

Walden Dissertations and Doctoral Studies

Metabolic syndrome and its component conditions of hypertension, obesity, and insulin resistance are on the increase in United States. Metabolic syndrome substantially increases the risk of cardiovascular disease and type 2 diabetes (T2D). To date, no published study has examined the relationship between psychological traumas from physical and/or sexual assault in childhood and metabolic syndrome or its components. This study, using the psychoneuroimmunology (PNI) model, investigated associations between psychological trauma (physical/sexual abuse) in childhood and metabolic syndrome in adulthood using data from the Midlife in the United States II (MIDUS-II) study. This research was undertaken to investigate whether a history …

Vitamin D Deficiency And Immune Function In African American, Hiv-Infected Men, Rana H. Ismail

Walden Dissertations and Doctoral Studies

Vitamin D deficiency is common in individuals diagnosed with HIV and is known for its detrimental health effects. Its recognition as a potent immune-modulator with possible immune health implications in HIV disease progression was the main impetus for this study. The association between Vitamin D and CD4 count falls short of being consistent and is too weak to allow conclusions. Similarly, the literature is inconsistent with regard to the impact of Vitamin D supplementation on CD4. This observational, retrospective chart review study aimed to explore the relationship between Vitamin D deficiency and CD4 count/percent, and to evaluate whether changes in …

Disparities In Monoclonal Antibody Treatment Of Elderly Metastatic Colorectal Cancer Patients, Krista Marie Schroeder

Walden Dissertations and Doctoral Studies

Multiple research studies have demonstrated racial, socioeconomic status (SES), and neighborhood disparities in first-line treatment of colorectal cancer patients, including those with metastatic colorectal cancer. However, disparities in adjunct monoclonal antibody treatment disparities have not been explored. The purpose of this study was to assess racial, SES, and neighborhood disparities in adjunct monoclonal antibody treatment of elderly metastatic colorectal cancer patients. The research was rooted in 3 theories: the fundamental cause theory, the diffusion of innovations theory, and theory of health disparities and medical technology. Data from the SEER-Medicare database and logistic regression were used to assess the relationship between …

Inflammatory Markers Associated With Disease Progression Of Cardiorenal Syndrome, Srikanta Banerjee

Walden Dissertations and Doctoral Studies

An increase in cellular inflammatory biomarkers directly increases the risk of cardiovascular disease (CVD). Using the social ecological and biomedical theories, the study examined quantitatively how specific inflammatory biomarkers are associated with cardiorenal syndrome (CRS), a potential complication of hypertension and diabetes, and how sociodemographic factors modify this association in the U.S. adult population. A retrospective secondary data analysis of the data collected from National Health and Nutrition Examination Survey (NHANES) 1999-2010 was utilized to evaluate these hypotheses. High sensitivity C-reactive protein, homocysteine (hcy), and fibrinogen had a modifying effect on Type 4 (chronic reno-cardiac etiology), Type 2 CRS (chronic …

Germline Mutations In Chek1 And Chek2 In Women With Ovarian, Peritoneal, Or Fallopian Tube Cancer, Maria Isabel Harrell

Walden Dissertations and Doctoral Studies

Ovarian cancer is the deadliest gynecological malignancy affecting women. Diagnosis often occurs late due to non-specific symptoms, but if detected early, there is excellent chance for survival. One of the most important risk factors is family history. Up to 24% of cases are due to inherited loss-of-function mutations in genes involved in the DNA damage response. The theory underlying hereditary cancers is Knudson's two-hit theory of cancer causation, where two hits are necessary for cancer to occur in an individual: one in the germline and one in the tissue. The genes, CHEK1 and CHEK2, are modulators of the DNA damage …