Digital Commons Network^™

Applications Of Machine Learning For Improved Patient Selection And Therapy Recommendations, Brendan Elochukwu Odigwe

Theses and Dissertations

The public health domain continues to battle with illness and the growing need for continuous advancement in our approach to clinical care. Individuals experiencing certain conditions undergo tried and tested therapies and medications, practices that have become the mainstay and standard of care in clinical medicine. As with all therapies and medications, they don't always work the same way and do not work for everyone. Some Treatment regimens, like Hydroxyurea medication, which is commonly administered to Sickle cell anemia patients, come with some adverse side effects due to the chemotherapeutic nature of the drug. This would be particularly disappointing if …

Health Communication Blindspot: A Case Study Of Harmful Algal Blooms In The South (Habits), Jaron Hoani King

Theses and Dissertations

A Harmful Algal Bloom (HAB) is a complex natural event that occurs when algae is in its growth stage and creates a harmful toxin as waste. HABs create both ecologic and public health challenges. The hypothesis of this thesis is that state and federal governments have different readability scores when compared side-by-side as measured by Simple Measures of Gobbledygook (SMOG). Because governments are the entity that most often claims responsibility for shared resources, this case study represents a snapshot of current governmental messaging about HABs in the South Atlantic states. These states have a long history of HAB events in …

Examining Parental Perceptions And Decisions To Uptake Child Influenza Immunizations: Assessing Pandemic And Policy Impacts On Vaccination Rates Following The H1n1 Pandemic, And The Acip Laiv Preferential Recommendation Revocation, Amir H. Mehrabi

Theses and Dissertations

Introduction

2009 H1N1 Pandemic: The historical 2009 H1N1 Influenza pandemic, which had a CDC estimated accrued disease burden of 100.5 million illnesses, 936,000 hospitalizations, and 75,000 deaths from 2009 to 2018, resulted in a declared state of emergency nationally, with ensuing diminished vaccine confidence and amplified fears of infection, prompting some to pursue flu vaccination, and others to forego. Although the Centers for Disease Control and Prevention (CDC), and its Advisory Committee on Immunization Practices (ACIP) recommend an annual flu vaccine for individuals 6 months of age and older as the “first and best” defense against influenza, a low percentage …

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 Provider Communication And Inpatient Hospital Readmissions, Jeremy Dean Faulkenburg

Theses and Dissertations

Introduction: Inpatient hospital readmission rates represent an important clinical and economic problem. Clinical interventions have shown significant decreases in preventable readmissions, but are costly to implement. Another approach is to better equip patients with the knowledge and resources to manage their care after discharge. Patients receive instruction from both nurses and physicians, as well as information pertaining to post-discharge care and instructions for care while at home. This study examines the association between provider communication and inpatient hospital readmissions.

Methods: This study used survey data from the 2013 and 2014 Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS). The …

Smoking-Related Stigma: A Public Health Tool Or A Damaging Force ?, Paula A. Lozano

Theses and Dissertations

Cigarette smoking is the leading cause of preventable death in the world. In an effort to address the tobacco epidemic, the World Health Organization’s Framework Convention on Tobacco Control (FCTC) has formulated a number of policies that are thought to reduce cigarette consumption by making smoking socially unacceptable. It is possible that tobacco control policies that aim to make smoking socially unacceptable may also result in the stigmatization of smokers. Social factors such as social norms and socioeconomic status may also influence the development of smoking-related stigma. While some researchers suggest that smoking-related stigma may be an important public health …

Examining Infant Health Outcomes Impacted By South Carolina's Regionalized System Of Perinatal Care, Michael Grady Smith

Theses and Dissertations

Perinatal regionalization systems have been shown to reduce the risk of neonatal mortality when very low birth weight infants are delivered in Level III hospitals with neonatal intensive care units, sub-specialist staffing, and adequate experience caring for high-risk pregnancies and neonates. However, studies to date examining the association between delivery in Level III hospitals and neonatal mortality have not accounted for censoring due to fetal deaths. Furthermore, studies of perinatal regionalization to date have not adequately assessed the association between delivery hospital level of care and the infant’s hospital length of stay. This dissertation examined 8,594 very low birth weight …

Ecpat: Development And Testing Of Mobile Technology To Engage Youth In Active Living Policy, Systems, And Environmental Health Promotion Efforts, Gina M. Besenyi

Theses and Dissertations

Modifying the built environment is a promising way to promote youth physical activity and reduce obesity. Parks, in particular, are key intervention venues given their low cost and legislated ubiquity. Creating healthy communities, including better parks, will require the interest and participation of multiple constituencies, including youth. Creation of mobile technology environmental audit tools can provide a more interactive way for youth to engage with communities and facilitate participation in participatory action research (PAR) and health promotion efforts.

The purpose of the first study was to describe the development and validity and reliability testing of an electronic version of the …

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 …

Longitudinal Study Of The Effectiveness Of The South Carolina Medicaid Policy For The Application Of Fluoride Varnish For Children Age Three And Under, Christine N. Veschusio

Theses and Dissertations

In South Carolina, the burden of dental decay disproportionately affects disadvantaged children enrolled in Medicaid (Dye et al., 2012; Martin et al., 2012; Ayers et al., 2013). To address this oral health disparity, South Carolina’s Medicaid Program initiated payment to physicians for the delivery of fluoride varnish (FV), an evidence-based preventive dental service at the well-child visit, to children up to thirty-six months of age. Fluoride varnish has been found to reduce dental decay by thirty-seven percent when applied two to four times a year (Weyant et al., 2013; Marinho et al., 2013).

Two retrospective cohort studies were undertaken to …

Spatial Analysis And Correlates Of Waterpipe Tobacco Smoking Among College Students In The United States, Frederick Richard Kates

Theses and Dissertations

Introduction: In the United States, young adults have the highest prevalence of waterpipe tobacco smoking (WTS) according to National Adult Tobacco Surveys (NATS) published by the Center for Disease Control (CDC). Experimentation of different tobacco products is highest among 18-24 year olds. Most recently, WTS has surged in popularity among this demographic group. The rapid diffusion of WTS among this population has been accelerated by marketing efforts on the Internet. There are misperceptions that WTS is less harmful than smoking cigarettes and there is a proliferation of WTS establishments due to tobacco retail exemptions. Presently, WTS establishments are almost completely …

Association Between Electronic Prescribing Among Ambulatory Care Providers And Adverse Drug Event Hospitalizations In Older Adults, Grishma Patel Bhavsar

Theses and Dissertations

Purpose.

This dissertation research sought to determine whether the proportion of physicians using electronic prescribing (e-prescribing) was associated with the hospitalization rate for adverse drug events (ADEs) among patients aged 65 and older in 2011. Additionally, we sought to determine whether increases in the proportion of e-prescribing physicians in a county were associated with decreases in the hospitalization rate for ADE among older adults.

Methods.

Two study designs were used, a cross-sectional study using 2011 data and a pre-post- study using 2008 and 2011 data. Data from the 2008 and 2011 State Inpatient Databases, the Office of the National …

By Word Of Mouth: A Qualitative Approach To Understanding The Integration Of Preventive Dental Health In Primary Care Settings, Joni D. Nelson

Theses and Dissertations

Childhood and adolescence are sensitive periods in the lifespan when oral and craniofacial appearances can help determine social interactions and lifetime outcomes. In this respect, oral health can be viewed as more than just brushing or flossing for healthy teeth; children’s oral health can influence their social development and behaviors, impact their academic growth, affect their guardian’s responsibility for healthcare cost and create a potential pathway for negative impacts on quality of life. Access to quality oral healthcare is vital for the prevention of unwanted diseases and to avoid the burden of oral health complications. Oral health disparities may not …

Women’S Hiv Prevention Study (Whips): A Proposal To Pilot Test An Hiv Intervention For Older African American Women Living With Hiv, Charsey Cherry

Theses and Dissertations

Despite improvements in treatments over the past 30 years, HIV /AIDS continues to be a major public health threat, particularly among sub-populations such as African American women. Midlife and older adults (those aged 40 years and over) are fast becoming a growing concern for HIV/AIDS infections, particularly older African American women. There has been limited research targeting midlife and older African American women living with HIV that aimed to reduce their transmission of HIV and promote them becoming prevention advocates. In response to this gap in the literature, a culturally tailored intervention guided by the IMB Model of behavior change …

Measuring Organizational Member Involvement In Physical Activity Coalitions Across The United States, Daniel Benjamin Bornstein

Theses and Dissertations

Physical inactivity has been labeled a global pandemic with enormous economic, social, environmental, and public health consequences. The vast majority of American adults and youth are insufficiently physically active. Increasing population-levels of physical activity (PA) requires broad social and environmental change. PA coalitions provide the structure through which such broad change can be achieved. An extensive literature on health-based coalitions suggests that coalition success is impacted by coalition members. Coalitions are generally comprised of member organizations. Little is known about the characteristics of PA coalitions and less is known about organizational member involvement in PA coalitions. The purpose of this …