Digital Commons Network^™

Advanced Placement Classes And Its Racial Gap – Teachers’ Beliefs And Perceptions, Hema Keerthi

Theses and Dissertations

This mixed-methods study focused on teachers’ beliefs about Advanced Placement (AP) equity and access policies within the ABC School District in Middle Georgia. The purpose of this study was to examine the relationship between the beliefs held by AP teachers regarding the implementation of equity and access policies and the extent to which these beliefs may have supported or hindered the execution of such policies and procedures. This research employed a mixed-methods design incorporating both quantitative and qualitative methods. The first phase involved an online survey of teachers and counselors in the ABC district in Middle Georgia. The second phase …

Purification Of Recombinant His6-Gfp-Preptin Fusion Protiens, Apoorva Kollaram

Theses and Dissertations

Preptin, a 34-amino-acid peptide derived from proinsulin-like growth factor II, has emerged as a promising therapeutic candidate for both Type 2 diabetes mellitus and osteoporosis. Its dual functionality—stimulating insulin secretion without inducing hypoglycemia and promoting osteoblast proliferation—positions it as a unique alternative to traditional sulfonylureas and osteogenic agents. In this study, we developed a purification protocol for green fluorescent-preptin fusion proteins. These fusion proteins will be used to investigate the functional significance of residues Pro17, Val18, Gly19, Trp27, Lys28, and Gln29 in rat preptin, which shares high sequence similarity with the human form. Site-directed mutagenesis was performed using NEB Q5 …

Riverside Readings: Audio Drama Development And Implementation Plan, Trent P. Mylie

Theses and Dissertations

The current state of media includes broadcasting, podcasting, and a new yet familiar form of accessible media through streaming. Numerous examples illustrate the significance of broadcasting and counter the notion that it is a niche or outdated form of media. Younger generations, including mine, have grown up in an era rich in media, witnessing the dawn and resurgence of formats that once seemed lost. As we transition into a collegiate environment, we seek to channel our creativity through a medium; for us, that medium is radio and podcasting. Riverside Readings allows individuals to explore their creative passions and engage in …

Qlorax: Heuristic-Guided Fine-Tuning Of Llama-2 For Domain Adaptation In Entrepreneurship, Gaurob Saha

Theses and Dissertations

This thesis presents a study on the fine-tuning of large language models (LLMs) for domain-specific applications using limited data. We fine-tuned the LLaMA-2 (7B) model on a curated entrepreneurial dataset containing 3,545 human-written question-answer pairs, of which 3,095 were used for training and 450 were reserved for evaluation. A complete fine-tuning and evaluation pipeline was developed, which included clustering human-written answers, generating centroid-based summaries for each cluster, and evaluating the model's generated responses through cosine similarity.

Training was carried out over five epochs, with model performance evaluated after each epoch. The fine-tuned model demonstrated strong semantic alignment with human-written content, …

Understanding Women’S Attitudes Toward Midwifery Practices For Maternal Care In Middle Georgia, Kristen M. Simpson

Theses and Dissertations

Compared to other high-income countries, women in the United States are more likely to die from problems related to pregnancy and childbirth. In Georgia, maternal mortality is particularly acute. Midwifery models of maternal care have been shown to produce positive pregnancy and childbirth outcomes for patients, but these services are underutilized in Georgia. This study sought to identify women’s attitudes toward midwifery, what contributed to those attitudes, and what influenced women in Middle Georgia to seek midwifery services using a qualitative, Grounded Theory approach. Three participants who self-identified as having used a midwife before were interviewed using a semi-structured protocol. …

Exploratory Data Analysis (Eda) And Predictive Machine Learning (Ml) For Buildings’ Energy Fault Detection, Akshith Nukala

Theses and Dissertations

Building energy load fault detection is a critical challenge in energy usage analysis. It helps uncover energy wastage, machinery/appliance degradation or inefficiency, and failures or faults in buildings’ HVAC (heating, ventilation, and air conditioning) systems. Early identification of machinery failure and energy wastages due to operational maintenance negligence in large sites such as campus buildings is indispensable for achieving energy efficiency. This is crucial for saving patrol and minimizing the response time to restore the building appliances or systems to their optimal state.

Advancements in state-of-the-art AI/ML data-driven algorithms and techniques enabled us to build accurate, efficient and scalable fault …

The Comparative Effects Of A Thermal Gradient On The Age And Growth Characteristics Of Largemouth Bass (Micropterus Nigricans), And Atlantic Cod (Gadus Morhua), Whitney Hall

Theses and Dissertations

Thermal gradients impact fishes differently, due to variations in ecological niches and physiological adaptations. I assessed the effects of temperature on Largemouth Bass (Micropterus nigricans) and Atlantic Cod (Gadus morhua) using data from peer-reviewed journals, state records, and fisheries agencies. For Largemouth Bass, I analyzed the relationships between air temperature (MAT_min°C, MAT24hr°C, and MAT_max°C), and growth parameters including maximum length and weight, growth rate (K), longevity, and total length-at-ages 3, 5, and 8 years (TLAge_3,5,8), using least squares regression. Significant correlations were found between all temperature and growth metrics. Positive correlations were found between …

Leadership Traits Which Improve School Climate Star Ratings And Ccrpi Single Scores In Georgia K-12 Urban Schools: A Mixed-Methods Study, Rodney D. Jordan

Theses and Dissertations

The purpose of this mixed methods study was to investigate the relationship between the self prescribed leadership styles of principals with the teacher perceptions of those leadership styles and how that difference may impact school climate ratings and College and Career Readiness Performance Index (CCRPI) single scores in Georgia urban K-12 schools. The quantitative method was used to examine quantitative differences related to these two components of Georgia’s state accountability model. The qualitative method was used to explore teachers’ perceptions of the influence of leadership style on climate star ratings and CCRPI single scores. Quantitative data was collected through the …

The Impact Of Pre-Kindergarten Programs On Literacy Achievement In Primary Grades In Rural Southeast Alabama Title I Schools, Courtney Sonntonya Thorton

Theses and Dissertations

The purpose of this study was to examine how pre-kindergarten impacts the literacy achievement of students in Alabama Title I schools. This quantitative study employed a causal-comparative (ex post facto) research design to examine the impact of Alabama’s First-Class Pre-K (FCPK) program on early literacy and school readiness, as measured by the Dynamic Indicators of Basic Early Literacy Skills (DIBELS) and the Alabama Early Learning Inventory (AL ELI). The design was selected due to its appropriateness for studying naturally occurring groups and its capacity to explore potential cause-and-effect relationships without researcher-controlled intervention.

The independent variable was Pre-K attendance (attendee vs. …

Addressing Barriers To Preventive Healthcare Access Through Community Outreach In Underserved Populations, Deneisha Sparks

Theses and Dissertations

Access to preventive healthcare is a significant public health challenge, particularly for underserved populations in Muscogee County, Georgia. This project addresses systemic barriers such as transportation, limited health education, and economic constraints, which contribute to health disparities and reliance on emergency room services. Guided by the Social Determinants of Health (SDOH) framework and the Health Belief Model (HBM), the project aims to enhance access to preventive care, improve health literacy and identify barriers to healthcare access.

This program evaluation report examined a community-based initiative that utilized a mobile health unit to improve access to preventive healthcare in underserved areas of …

Boosting Three Dog Bakery’S Social Media Presence Through Short-Form Vertical Videos, Mary Litz

Theses and Dissertations

This professional project explores how consistent, short-form vertical video content can enhance the social media performance of Three Dog Bakery, a boutique pet store in Columbus, Georgia. As the bakery’s social media manager, I implemented a one-month video campaign using storytelling-based, behind-the-scenes videos featuring the owner and the baking process. Drawing on transformational message strategy and best practices in social media marketing, the campaign aimed to increase reach, views, engagement, and viewer retention on Instagram.

Throughout the campaign, six videos were posted and various strategies were tested, including optimal posting times, video lengths, and hooks. Results showed a 45.4% increase …

Flavorful Foes: Assessing Students’ Perceptions Of Processed And Fast Food And Its Health Implications., Soumi Roy Banerjee

Theses and Dissertations

High fast-food consumption is a common public health concern due to its link to a number of non-communicable diseases and mental health, but increased consumption of processed food, rapid urbanization, and changing lifestyles have led to a shift in dietary patterns. People are consuming more foods high in energy fats and free sugars. This mixed methods study was conducted at a college campus in Georgia, to assess knowledge and understanding of the students between the ages of 18 and 22 years about highly processed Fast Food, and its effects on health. Forty student participants were chosen through convenience sampling and …

Why A Healthy Diet Is Important For Women's Health, Halley Doster

Theses and Dissertations

Nutrition plays a critical role in women’s reproductive health, yet many women face barriers to maintaining a balanced diet. This study aimed to examine the relationship between nutritional intake and reproductive health outcomes among women of reproductive age, as well as to assess their knowledge and challenges related to healthy eating. Using a cross-sectional survey design, data were collected from 50 women at a community health center and analyzed using SPSS to generate descriptive statistics and explore patterns through chi-square and regression analyses. Findings revealed that most participants had moderate to low fruit and vegetable intake, and fewer than half …

Attacking Diabetes One Day At A Time, Kyla Duncan

Theses and Dissertations

The "Attacking Diabetes One Day at a Time" initiative targets the growing concern of public health, type 2 diabetes, among under-reserved communities. This comprehensive care program emphasizes the importance of prevention through education, improving lifestyles, and access to care. Based on insights from the Self-Care Management Theory, this initiative seeks to provide individuals with sound, culturally tailored strategies that reduce disease risk and help them manage healthy lifestyles. Major components include educational workshops, and resource navigation. The success of this program, from community engagement through evaluation on a phased implementation plan, is guaranteed. The expected outcomes of this work will …

Prevalence Of Hypertension Among Low-Income Individuals In Muscogee County Columbus, Georgia, Amelia K. Fallah

Theses and Dissertations

This study investigates the prevalence and predictors of elevated blood pressure (BP) among 409 low-income adults in Muscogee County, Columbus, Georgia—a population disproportionately burdened by hypertension. The findings reveal that elevated BP is significantly more prevalent among African Americans (71.4%) compared to non-African Americans (27.1%), highlighting the role of racial disparities influenced by systemic inequities, healthcare access, and chronic stress. Gender differences were modest, with females exhibiting a slightly higher prevalence (77.9%) than males (76.7%), potentially due to age-related hormonal changes post-menopause. Older adults (50+ years) represented most of the sample and showed significantly higher hypertension rates, consistent with established …

Exploring Brent-Kung Adders In Balanced Ternary Cmos Logic, Astrea J.C. Rojas

Theses and Dissertations

The modern computer operates on a 64-bit architecture. These devices can store large numbers and precise decimals, but more advanced devices are needed to support progressing technologies every day. A more efficient system with higher speeds and larger operable numbers would be a key to optimization of computation as we know it. The ternary device, operating in base-3, has the potential to be that optimization. However, binary technology has such precedent and research that it is a difficult gap to span to compare the ternary system to the modern binary system. With a more advanced adder and optimized gates using …

An Analysis Of Coal Ash Pollution In The State Of Georgia, Mick W. Etchison

Theses and Dissertations

This social science paper will explore the factors contributing to the prevalence of coal ash in specific regions of Georgia and its impact on local ecosystems and human health. It provides an analysis of the current environmental and political issues surrounding the containment and spread of coal ash throughout the State. Coal ash is primarily found in the central, southwestern, and northeastern regions where coal-fired power plants and coal ash storage sites are located. The paper will then discuss the political, economic, and legal reasons behind the lack of effective regulation and mitigation of coal ash spread. Coal ash illustrates …

Analysis Of Technology Skill Requirements For Entry-Level Accountants, Jiane Louella Tolentino Rabara

Theses and Dissertations

This study examines the evolving impact of emerging technologies on skill requirements for entry-level accountants. Using a mixed-method approach that combines literature review and quantitative analysis of 2,257,082 job postings from 2021 to 2024 provided by the Butler Center for Research and Economic Development, the study evaluates trends in employer expectations across firm sizes and time. Chi-square tests revealed significant changes in the proportion of postings requiring technological skills (χ² = 117,672, df = 3, p < .001), indicating a shift in how technology-related competencies are presented in job ads. Specifically, while previous job postings often included general technical skills alongside traditional accounting tasks, recent job postings increasingly emphasize advanced or specialized technologies—such as ERP systems, cloud accounting platforms, and automation tools. This shift suggests that employers are moving away from broad technical expectations toward more targeted skill sets, reflecting the evolving technological demands of the profession. A separate chi-square test found a significant relationship between technological skill requirements and job ad duration (χ² = 2,309.57, df = 4, p < .001). However, no consistent pattern of longer posting duration was observed for technology-oriented roles. Literature-based synthesis further showed that large accounting firms continue to demand more advanced technological competencies than smaller firms. Overall, while traditional accounting skills remain predominant, the findings indicate a transition toward more specialized technological expectations in the entry-level accounting role.

Social Reproduction And Teen Pregnancy: A Comparative Case Study Of Six Rural Georgia, E'Nariel Clark

Theses and Dissertations

Teen pregnancy remains a persistent public health concern in the United States, with rural regions experiencing disproportionately higher rates compared to urban areas. This study examines adolescent pregnancy in six rural Georgia counties between 20125 and 2024 using the framework of social reproduction to understand how structural, socioeconomic, and cultural forces shape reproductive outcomes. Despite national declines in teen birth rates, rural regions of Georgia continue to exhibit elevated rates due to entrenched inequalities, limited access to comprehensive reproductive health services, and inconsistent sed education policies. Social reproduction theory provides a lens to understand how intergeneration disadvantages such as poverty, …

Correlations Between Parasocial Tendencies And Self-Esteem Among Romance Readers, Evelyn Smith

Theses and Dissertations

The present study evaluated the correlations between romance readership and paralove strength, as well as paralove strength with self-esteem. With the popularization of the romance genre, previous qualitative studies have shown that readers of romance books receive mood benefits from consuming these novels, as well as social benefits that they apply to their real-life relationships. Additionally, low self-esteem has been shown to have a major effect on relationship satisfaction and the perception of rejection with real-life relationships, but not parasocial relationships. The researcher hypothesized that as romance readership increased, so too would paralove scores, and that as paralove scores increased, …

Exploring Career Advancement Experiences Of Black Women In The National Used Car Industry, Christina Anderson

Theses and Dissertations

Black women’s workplace experiences in the national used car industry affect their career advancement opportunities. How can we account for these experiences and outcomes? Using intersectionality as a theoretical framework, this thesis examines how overlapping identities, such as race and gender, intersect to create unique experiences of oppression or privilege. Intersectionality as a theoretical framework can also explain the double marginalization that Black women often experience in specific industries, as the stereotypes associated with their race and gender combine and contribute to fewer opportunities for career advancement. As a result, Black women must be diligent when confronted with the stereotypes …

How Do School Counselors And School Social Workers Support High School Bullying Victims: A Qualitative Exploratory Case Study, Dalentina N. Robertson

Theses and Dissertations

Bullying and student aggression are increasing in public high schools. Bullying and cyberbullying are a safety concern, and victims of bullying have shown a decline academically and emotionally. Additionally, high schools need increased support with bullying behaviors. The purpose of this exploratory case study was to explore school counselors’ and school social workers’ insights and perspectives regarding the support they provided to bullying victims in two school districts in rural Georgia. Bronfenbrenner’s Ecological Systems Theory was the framework used to focus research on understanding how environmental systems influence an individual’s development. Semi-structured interviews were conducted from a purposeful sample of …

The Analysis Of The Shonen Protagonist And Aragoto Warrior: The Eternal Strength Of Boyhood, Ethan J. Mcentyre

Theses and Dissertations

This paper is a breakdown of various visual and narrative elements of Kabuki and Anime, using the example of Yoshitsune Senbon Zakura, and One Piece. There is a broad overview of both Kabuki and Anime discussing their various tropes and styles. Following this introduction is a three-part breakdown of One Piece and its similarities to Kabuki theatre, with Yoshitsune Senbon Zakura as the reference point for specific examples.

The three-part comparison is structured by first discussing surface level similarities and potential coincidences unique to these two stories in conversation with each other, by looking at a few specific …

Cultivating Mindsets And Transformative Practices Of Beginning Alternative Certified Teachers: A Teacher Perception Study, Rodney Keith Wilkerson

Theses and Dissertations

The shortage of qualified teachers in the United States has been a persistent issue for decades. The number of qualified candidates to fill teaching vacancies has fallen short as the number of teachers needed to educate today continues to increase (Carothers et al., 2019). Traditionally, teacher preparation programs were the primary source of certified teachers. However, these programs have been decimated by declining student enrollment and by criticisms that they do not meet the needs of prospective teaching candidates today (Darling-Hammond, 2020). In recent years, the shortage has become even more acute, with some regions facing severe teacher shortages (Carothers …

Autism And The Delay Of Diagnosis In African American Communities, Kiara Loud

Theses and Dissertations

Autism Spectrum Disorder (ASD) is a developmental disability accompanied by a wide range of neurodevelopmental disorders. ASD can affect anyone regardless of race, socioeconomic status, or ethnicity (CDC, 2025). Individuals with ASD tend to have issues with various challenges and strengths regarding how they learn, think, and solve problems. Some children with ASD have repetitive patterns of behavior, restricted interest in activities, and difficulty in communication and social interaction.

According to the World Health Organization, the global prevalence of ASD 1 in 100 children diagnosed with Autism. Additional data supplied by the CDC states that the number of children with …

Mental Health Trends Among African American High School Students, Alexis Heard

Theses and Dissertations

Adolescent mental health is a major public health issue in the U.S., with African American high school students facing a rapidly worsening crisis. While all youth show increasing rates of depression, anxiety, and suicidality, African American adolescents are at greater risk due to systemic racism, socioeconomic inequality, community violence, and limited access to culturally responsive care. Few national studies have examined mental health trends among this group. This study (1) examines 2011–2021 trends in persistent sadness/hopelessness, suicidal ideation, suicide planning, and suicide attempts among African American high school students; (2) explores gender differences; and (3) compares these patterns to national …

The Relationship Of Preschool Variables To Kindergarten Early Literacy Skills, Michele Davis Thomason

Theses and Dissertations

This dissertation examines the impact of Pre-K experiences on kindergarten early literacy skills in Alabama. A convergent parallel mixed-methods research design was utilized to analyze assessment data from My Teaching Strategies AlaKiDS and Renaissance STAR Early Literacy for kindergarten students in a rural Alabama district. The students were divided into three groups for comparison: students who attended Alabama First Class Pre-K, those in private programs using the Abeka curriculum, and students with no formal Pre-K experience. The dissertation utilized Vygotsky’s constructivist theory to assess the influence of early educational environments on the cognitive development through scaffolding and the Zone of …

Women Of The Fairy Tale Resistance: The Forgotten Founding Mothers Of The Fairy Tale And The Stories That They Spun, By Jane Harrington, Illustrated By Khoa Le. Reviewed By Ruth Berman., Ruth Berman

Mythprint Book Reviews

Mythprint is the quarterly bulletin of the Mythopoeic Society, a nonprofit educational organization devoted to the study, discussion, and enjoyment of myth and fantasy literature, especially the works of J.R.R. Tolkien, C.S. Lewis, and Charles Williams. To promote these interests, the Society publishes three magazines, maintains a World Wide Web site, and sponsors the annual Mythopoeic Conference and awards for fiction and scholarship, as well as local discussion groups.

Leveraging Diverse Knowledge To Support Collection Development: Maximizing Student Engagement And Community Resource Value In Varied Community College Settings, Jose Aguiñaga, Edward Mckennon

Faculty Research, Scholarly, and Creative Activity

No abstract provided.

Contraceptive Use Among Transgender Men And Gender Diverse Individuals In The United States: Reasons For Use, Non-Use, And Methods Used For Pregnancy Prevention, Juno Obedin-Maliver, Ava Snow, Sachiko Ragosta, Laura Fix, Jen Hastings, Micah E. Lubensky, Matthew R. Capriotti, Zubin Dastur, Annesa Flentje, Mitchell R. Lunn, Heidi Moseson

Faculty Research, Scholarly, and Creative Activity

Objectives: To describe contraceptive use for pregnancy prevention among transgender men and gender diverse (TGD) individuals assigned female or intersex at birth (AFIAB) and explore whether contraceptive use differs by testosterone use. Study design: We analyzed data from a cross-sectional, online survey of N = 1694 TGD individuals AFIAB recruited in 2019 through a community-facing website and a national community-engaged cohort study of sexual and/or gender minority (SGM) adults in the US. Descriptive and regression analyses characterized the current and ever use of contraceptive methods for pregnancy prevention, stratified by testosterone use, and described reasons for contraceptive use/non-use. Results: Most …