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Application Of Big Data Technology, Text Classification, And Azure Machine Learning For Financial Risk Management Using Data Science Methodology, Oluwaseyi A. Ijogun

College of Graduate Studies: Theses & Dissertations

Data science plays a crucial role in enabling organizations to optimize data-driven opportunities within financial risk management. It involves identifying, assessing, and mitigating risks, ultimately safeguarding investments, reducing uncertainty, ensuring regulatory compliance, enhancing decision-making, and fostering long-term sustainability. This thesis explores three facets of Data Science projects: enhancing customer understanding, fraud prevention, and predictive analysis, with the goal of improving existing tools and enabling more informed decision-making. The first project examined leveraged big data technologies, such as Hadoop and Spark, to enhance financial risk management by accurately predicting loan defaulters and their repayment likelihood. In the second project, we investigated …

Supports And Services To Improve Academic Success Of High School Student Athletes, Samuel G. Nichols

College of Graduate Studies: Theses & Dissertations

The purpose of this study was to determine whether supports and services offered in various study hall programs (Traditional, Objective Based, and/or Objective Based +) at the high school level to help student athletes be academically successful in terms of achieving a minimum GPA of 2.0 or above. Basketball programs were used for this study because it is a major sport in the school district in which the data were collected. Data were sought via questionnaires of chosen participants via convenience sampling from eight eligible high school athletic directors in one school district in Georgia. This study called for the …

Examining Second-Year Retention: Student Perceptions Of Campus Resources For Sophomores, Theresa Rose Duggar

College of Graduate Studies: Theses & Dissertations

This qualitative study examined the perceptions sophomore students at one public, southeastern doctoral research university had regarding campus resources and the potential impact on their decision to remain enrolled. Using a transcendental phenomenological approach, the researcher conducted individual semi-structured interviews to identify resources four students perceived to have played a role in their retention choices. In addition to the data collected from the student experiences, a review of social media and the student newspaper was conducted. An analysis revealed two themes that impacted students’ decisions: faculty and staff relationships and academic and co-curricular involvement. Findings align with the current literature, …

Assessing The Fidelity Of School-Level Professional Learning Community Implementation, William W. Thigpen Ii

College of Graduate Studies: Theses & Dissertations

ABSTRACT

As schools face increasing accountability, many have turned to professional learning communities (PLCs) as a possible solution. The challenge is that many schools are not implementing PLCs with fidelity. It is imperative that school leaders assess PLC practices to ensure that critical components are being implemented effectively. This research provides a framework for school leaders to assess school leader, teacher, and support staff perceptions of various PLC dimensions. Descriptive statistics were used to determine levels of agreement with statements related to six PLC dimensions. A one-way univariate analysis of variance tests (ANOVA) was used to analyze differences in mean …

Investigating Salinity Intrusion Effects On Sapelo Island, Georgia Using Benthic Macroinvertebrate Bioindicators, Raymond Paul Kidder Ii

College of Graduate Studies: Theses & Dissertations

Coastal wetlands are threatened by the compounding effects of sea level rise and historical land modification. Historically, much of Sapelo Island, Georgia was deforested and drained using a series of ditches and canals to create arable land fit for agriculture and to provide drainage to the inhabited parts of the island. Today, this network of artificial channels is believed to be facilitating the movement of saltwater from the nearby estuary into freshwater areas on the interior of the island. This study aimed to better understand the frequency and magnitude of salinity intrusion events along with their resulting impacts to the …

Promoting The Positive: A Case Study Of The Influence Of School Climate On One Turnaround School From 2016-2022, Cynthia Gunner

College of Graduate Studies: Theses & Dissertations

Schools across the country are finding various means to address the social realities that often exist in high poverty schools. School climate is one of those social realities. While there is research related to school climate in high poverty schools, there are limited case studies related to this subject. This qualitative case study examined how one elementary school was transformed by creating a positive school climate between 2016-2022. This study also explored the impact that the pandemic and subsequent school lockdown had on the newly established school climate. Findings from this study indicated that PF Elementary School established a positive …

Sheprep: Examining The Influence Of The Messaging And The Messenger Associated With Prep Uptake Among African American Women, Christian C. Spears

College of Graduate Studies: Theses & Dissertations

African American Women (AAW) make up less than 15% of the female population in the United States but account for over 50% of new HIV diagnoses among females. This largely preventable health disparity can be mitigated by advocating and prescribing Pre-exposure Prophylaxis (PrEP), a preventive HIV medication, to persons at risk. Despite advances in medication options, there are less than 13% of Black people who could benefit from having been prescribed PrEP, and limited research and promotion on the effectiveness of PrEP for AAW. The “ShePrEP Study” aimed to assess awareness, perceptions, and receptivity toward PrEP among AAW. This study …

Mapping Landcover Change And Population Displacement Of Lakshmipur District, Bangladesh Due To Riverbank Erosion From 2001-2021: A Geospatial Approach, Israt Jahan

College of Graduate Studies: Theses & Dissertations

Due to the geographical setting, the Lakshmipur district of Bangladesh experiences adverse effects of global climate change that include but are not limited to natural disasters such as tropical cyclones, storm surges, coastal flooding, and riverbank erosion. While riverbank erosion is an implicit impact of climate change, it directly affects human settlements, agricultural activity, and the overall livelihoods of people in this area. Examining the spatiotemporal changes in land cover and population due to riverbank erosion in this region could help us better understand the dynamics of human-environmental relations. This study aimed to classify land cover for every five years …

The Relationship Between Adverse Childhood Experiences And Resilience Through The Eyes Of Transition, Andrew J. Dies

College of Graduate Studies: Theses & Dissertations

This study focuses on the role that Adverse Childhood Experiences play in the lives of today’s college students and how Protective Factors can be integrated and enhanced to increase a student’s level of Resilience. This descriptive, causal-comparative quantitative study looked at participants’ levels of Resilience, what Adverse Childhood Experiences they entered college with, and what role Protective Factors played in mitigating the impacts of those Adverse Childhood Experiences on the levels of Resilience. Results indicated older students scored a higher Resilience score than their younger counterparts. Goal efficacy had the strongest effect on Resilience levels, while planning and goal efficacy …

Acute Effects Of Trunk Stretching On Aortic Arterial Stiffness And Central And Peripheral Blood Pressure In Middle-Aged Older Adults, Kylee West

College of Graduate Studies: Theses & Dissertations

BACKGROUND: Physical activity may alter the trajectory of age-related arterial stiffening, which is associated with cardiovascular morbidity and mortality. Trunk stretching has reduced arterial stiffness (AS) in young males, but its effect in middle-aged to older adults is unclear. This study examined the effects of passively assisted trunk stretching (PATS) on aortic arterial stiffness and central and peripheral blood pressure in middle-aged to older adults. METHODS: Carotid-femoral pulse wave velocity (cf-PWV) and Augmentation Index normalized to a heart rate of 75 beats per minute (AIx75) were measured in 28 middle-aged to older adults (14M/14F; 72 ± 7 years; 28.5 …

Sense Of Belonging On A Consolidated Campus: A Mixed Methods Exploration Of Student Perceptions, Amy D. Smith

College of Graduate Studies: Theses & Dissertations

This study explored the extent to which a subset of students who matriculated post-consolidation at the Armstrong Campus of Georgia Southern University felt they belong at their institution. Using an explanatory sequential mixed methods design, this study used a survey to examine general feelings of belonging and the influencing factors for belonging while presenting individual narratives collected from semi-structured interviews for eight students’ experiences. The data collected in this study revealed that significant differences exist in critical factors of sense of belonging based on race, gender, and LGBTQ+ identity. Additionally, data showed the importance of academic, social, and campus-community belonging …

“My Ob/Gyn Has The Worst Bedside Manner…” A Qualitative Analysis Of Patient-Provider Communication And Mental Health Outcomes Of Women In Rural Georgia, Tobi F. Oloyede

College of Graduate Studies: Theses & Dissertations

Despite technological advances in medicine and public health innovations, maternal mortality in the United States remains significantly higher than in other developed countries. Specifically, Georgia ranks as the second worst place to give birth in the country. Maternal mental health conditions are common, manageable complications that can happen at any point during pregnancy, childbirth, or in the first year following delivery, with 1 in 5 women affected. Unfortunately, 75% of women who experience MMH symptoms are left untreated.

This study focuses on patient-provider communication through the birthing experiences of women who have been pregnant in Georgia to examine how their …

Leveraging Targeted Regions Of Interest By Analyzing Code Comprehension With Ai-Enabled Eye-Tracking, Md Shakil Hossain

College of Graduate Studies: Theses & Dissertations

Code comprehension studies techniques for extracting information that give insights on how code is understood. For educators teaching programming courses, this is an important but often difficult task, especially given the challenges of large class sizes, limited time, and grading resources. By analyzing where a student looks during a code comprehension task, instructors can gain insights into what information the student deems important and assess whether they are looking in the right areas of the code. The proportion of time spent viewing a part of the code is also a useful indicator of the student's decision-making process. The goal of …

Factors Associated With Physical Activity Intent Among Adults With Multiple Sclerosis, Biebele Okpeahior

College of Graduate Studies: Theses & Dissertations

Introduction. Although research has highlighted the benefits of physical activity in people with Multiple Sclerosis (MS), they are still more likely to live an inactive lifestyle. There are limited studies that examine the relationship between physical activity and the Theory of Planned Behavior (TPB) among the MS population. This study aimed to explore the factors that associate with physical activity intent of adults with MS utilizing the constructs of the TPB. Methods. This study utilized a cross-sectional online survey done via a social media platform. There were 326 respondents to the survey and ultimately 249 surveys that met the criteria …

Can Gratitude Lists Mitigate Burnout In First-Year College Students?, Catherine Jones

College of Graduate Studies: Theses & Dissertations

In recent years there has been a significant uptick in people expressing feelings of being burnt out. Many studies have looked at burnout in other students, such as college athletes, but none have looked at the true freshman first-year student. This study applied this intervention to a group of first-year college students to examine the impact of making gratitude lists on feelings of burnout. When comparing a control group that did not engage in gratitude list making, there was no statistically significant difference in feelings of burnout. However, correlation analyses revealed connections between gratitude and burnout variables that may lay …

Racial Differences In Depression Indicators Before And After 2008 Financial Crisis In A Sample Of Older Adults, Angelina E. Jackson

College of Graduate Studies: Theses & Dissertations

The present study was designed to examine patterns of mental health outcomes in older Black and White adults after the national 2008 financial crisis. The data was acquired from the University of Michigan Health and Retirement Study, a publicly available dataset. This longitudinal study has obtained data from a representative sample of approximately 20,000 older adults in America, aged 55 and older. The hypotheses were (1) rates of mental health indicators related to symptoms of depression will increase after the 2008 financial crisis and (2) that increase will be significantly higher in Black respondents compared to White respondents. The analysis …

Understanding And Enacting Culturally Sustaining Pedagogy Through Multicultural Children's Literature: A Case Study Of Preservice Teachers In Georgia, Heather M. Huling

College of Graduate Studies: Theses & Dissertations

This study explored how preservice teachers understand culturally sustaining pedagogy (CSP) and used multicultural children’s literature (MCL) as a way of enacting CSP in their field placement experiences. This qualitative study utilized the theoretical framework of culturally sustaining pedagogy (Paris & Alim, 2017) and a single case study design (Stake, 1995; Yin, 2018) to explore five preservice teachers’ understanding and perceptions of CSP and its enactment in the classroom through MCL during their final student teaching semester in their hometowns. Data collected through lesson plans, literature lists, video recordings, and semi-structured interviews and then inductively coded through holistic coding and …

"Why Do You Keep Alone?:" Isolated Women In The Plays Of Shakespeare, Alexus Litchfield

College of Graduate Studies: Theses & Dissertations

The works of William Shakespeare have been well explored, but there is a lack of criticism that examines how the depiction of women is shaped by the genre of the play. Linda Bamber is one of the few critics who have explored this connection between gender and genre. However, while she focuses on the plays’ psychological dynamics, I examine the social dynamics between characters in my study of gender and genre. I suggest that, in both tragedy and comedy, isolation is a strong marker of unhappiness for Shakespeare’s female characters. Examining three tragedies, I find that Lady Macbeth, Goneril, Regan, …

Developing Best Practices For The Propagation Of Spartina Alterniflora For Use In Salt Marsh Restortaion, Justin Hinson

College of Graduate Studies: Theses & Dissertations

Coastal salt marshes are valuable ecosystems under threat from climate change and sea level rise. Living shorelines offer a promising solution, often incorporating the foundational salt marsh species Spartina alterniflora due to its ability to tolerate natural stressors and maintain sediment stability. However, research suggests that seed-based propagation protocols should be developed on a local scale due to the genetic heterogeneity within and between S. alterniflora populations. Here, we attempt to contribute to the development of one such protocol for coastal Georgia S. alterniflora.

In Fall 2021, seeds were collected bi-monthly from four marshes of varying ocean proximity and …

Sana Sana: Unlearning Generational Expectation Through Performance, Jalen R. Ash

College of Graduate Studies: Theses & Dissertations

My work is an exploration of identity as a BIPOC (Black, Indigenous, Person of Color) body traversing through the generational histories of my family and the struggle of cultural loss to our assimilation of Whiteness. Through the multi-faceted medium of performance, my work uses physical and mental spaces of self and technology to understand how the body functions as a screen. Our bodies house projections of generational expectations that have trickled down from the past into the present. These projections shape our own unique identities along with the personal experiences we gather as we move through the various spaces of …

Constructing (Un)Situated Women: Situated Knowledges In Arundhati Roy's The God Of Small Things (1997) And Balli K. Jaswal's Erotic Stories For Punjabi Widows (2017), Necole T. Deloach

College of Graduate Studies: Theses & Dissertations

This thesis applies Donna Haraway’s concept of “situated knowledges” to postcolonial feminist novels such as Arundhati Roy’s The God of Small Things and Balli K. Jaswal’s Erotic Stories for Punjabi Widows in order to illustrate why there needs to be a new framework for analyzing literary postcolonial women. Despite the applicability of Donna Haraway’s “situated knowledges” to postcolonial feminist literary studies, there has been little research published that analyzes not just the intersection of “situated knowledges” and postcolonial feminist literature, but also the problems that occur when Western scholars approach postcolonial texts without completely acknowledging their own worldview. I argue …

The Effect Of Weekly Training Load On Match Result In American Professional Soccer, Cameron M. Horsfall

College of Graduate Studies: Theses & Dissertations

BACKGROUND: During a professional soccer season, training load (TL) will fluctuate due to the need to prepare for the next competition. Based on the technical staff’s daily and weekly evaluation, TL will be adjusted as they prepare the team and maximize individual performance and achieve a favorable result. Therefore, the programming of each match week (MW) TL may promote a favorable result. PURPOSE: The purpose of this study was to examine variation in daily GPS-derived TL variables based on match result using the Match Day Minus (MD-) system. This study provides descriptive TL data yet to be reported in …

Effect Of Training Modality On Intention To Exercise Among Law Enforcement Cadets Post Academy, Nicholas Hunt

College of Graduate Studies: Theses & Dissertations

Police academies are typically the first formalized job-task-oriented exercise training for law enforcement officers (LEOs). Research has demonstrated that cadets are at higher risk of injury during the academy. Physical training (PT) is a critical component of LEO academy efforts to build occupational skills to meet job demands. Although research is beginning to investigate the efficacy of different training modalities, more research is needed to understand the impact of academy training load and modality on occupational readiness and interest in maintaining exercise behaviors post-academy. PURPOSE: to investigate the relationships between different physical training modalities and intention to continue physical training …

A Paradox Of Fact And Fiction: Cultivating The 'Literary Imagination' Through Quiet Rebellion, Eden A. Evans

College of Graduate Studies: Theses & Dissertations

The dissertation explores the problems that patterned and processed teaching and learning poses for implementing principles of critical pedagogy in English Literature courses. I apply multiple theoretical frameworks including literary theory, critical theory and post-humanism to place my own experiences amidst the on-going conversations about standardization and democracy. I draw upon the work of educational theorists such as Maxine Greene, Martha Nussbaum, Louise Rosenblatt, and Mary Aswell Doll to explore the ways that literature can enrich students’ lives and society, and Geneva Gay and Lisa Delpit to explore how cultural bias regarding linguistics can function when teaching literature and language …

Athletic Identity And Intention To Report Concussions In Collegiate Club Recreational Athletes, Kiersten D. Kuhlman

College of Graduate Studies: Theses & Dissertations

Background: Athletic identity is the extent to which one identifies with the athlete role, but we do not know what that looks like in club sports and its effect on concussion reporting intention. The athletic identity of club sport athletes and their intention to report concussive injuries is limited and needs further research. Purpose: Describe athletic identity in club sport athletes and determine its influence on concussion reporting in club sport participants. Methods: A convenience sample of 149 (age 18-28 (M= 19.95±1.81) years old) club sport athletes at Georgia Southern University completed the Athletic Identity Measurement Scale (AIMS) and …

Predicting Online Course Success From Usage Of An Online Tutoring System, Brett Miles

College of Graduate Studies: Theses & Dissertations

As online learning continues to grow in higher education, quality online support services must also be offered in order to meet the needs of online students. This study sought to investigate the relationship between the use of an outsourced online tutoring system and course success in select University System of Georgia eCore introductory online gateway courses to determine the extent of the relationship between tutoring usage and course success. The researcher employed logistic regression analysis to determine if using online tutoring increased the students’ probability for course success. Further, the researcher also studied the amount of usage to understand if …

Art As Ritual: The Realm Between Identities, Haley Scarboro

College of Graduate Studies: Theses & Dissertations

Ritualism is everywhere in the world and something that everyone takes part in, whether we acknowledge it or not. Rituals can be as simple as a morning routine or as monumental as memorializing a loved one. The works in this thesis are within the covenant of southern witchcraft and how it comes together in Ritual Art. Through documentation, memory-fueled found objects, and time-based installation I consider how growing up in Georgia and being a practicing witch played a role in my identity formation. Rituals are vital to the identities themselves and the history they hold. Symbolism plays a major role …

The Relationship Between Chronotypes And Cardiovascular Disease Risk Factors Among Law Enforcement Officers, Alyssa N. Fail

College of Graduate Studies: Theses & Dissertations

Much of the data associated with cardiovascular disease risk factors and circadian rhythms are done on shift workers; due to their line of work typically causing circadian disruption and sleep loss (Loef et al., 2019). Previous research incorporating chronotype and its influence on shift work has been explored; however, there is limited research focusing on law enforcement officers. Additionally, no known research has investigated the effect of chronotype on CVD risk factors among law enforcement officers. The aim of this study was to investigate the cardiovascular disease risk factors in law enforcement officers and their relationship with chronotypes. This cross-sectional …

Mental Health Help-Seeking Behaviors Of First-Year University Students, Kylie A. Roberts

College of Graduate Studies: Theses & Dissertations

The early college years represent a specific period in a student’s life that is crucial for their development. Approximately one in three college students meet the criteria for a mental health problem (Eisenberg et al., 2013). Universities have unique opportunities for identifying risk and delivering prevention or intervention strategies to students in need. The purpose of this study was to investigate factors associated with First-Year University students’ help-seeking behaviors for university-based mental health services. H₁: There will be group differences between gender and race/ethnicity on help-seeking behaviors, knowledge barriers of services or providers and perceived stigma. H_{2 …}

Maternal & Spiritual Healing In J.D. Salinger's Nine Stories, Emily Pittman Hoste

College of Graduate Studies: Theses & Dissertations

After World War II, spiritual and emotional healing was needed in America, despite a dependence upon materialism and conspicuous consumption for success. J.D. Salinger’s short-story cycle, Nine Stories (1953), explores what loss and trauma look like from all sides of war—mother, child, soldier, lover—all are harmed by war. Nine Stories emphasizes the need for nationwide spiritual healing and suggests that mothers offer the necessary antidote to consumeristic America. In fact, eight of Salinger’s Nine Stories employ one of three types of mothers: the self-serving and ineffectual mother; the spiritual, often surrogate maternal guide; and the ideal mother. While the ineffectual …