Digital Commons Network^™

Analysis Of Customer Churn In The Banking Sector And Its Mitigating Factors., Fiachra O Callaghan

ICT

This project investigates customer churn within the banking sector, analysing a dataset of 10,000 customers to identify patterns and potential drivers of attrition. By leveraging data analytics and visualization techniques, we aim to understand the demographic and behavioural factors influencing customer decisions to leave for competing banks. The study applies the CRISP-DM framework to structure the analysis, enabling iterative refinement of objectives and hypotheses as insights emerge. Findings indicate that certain customer segments, such as those aged 40–60, are more prone to churn, highlighting opportunities for targeted retention strategies, including fee reductions and tailored loyalty programmes. By integrating academic research …

Exploring The Determinants Of Life Expectancy At Birth: Predicting And Forecasting Global Health Trends Using Statistical, Machine Learning, And Deep Learning Models., Emma Rath

ICT

Accurate life expectancy forecasting is essential for health policy planning, yet research comparing statistical, machine learning, and deep learning approaches under real-world constraints remains limited. This study evaluates ARIMA/ARIMAX, tree-based, and neural network models using Irish and global datasets, considering small samples, missing data, and COVID-19 shocks. ARIMAX with lagged socioeconomic variables outperformed LSTM and other ML/DL methods. Income-based stratification improved predictive accuracy and interpretability, with SHAP analysis highlighting GDP per capita for developed countries and school enrolment and trade indicators for developing contexts. Results provide practical guidance for policymakers and establish limits for model complexity under constrained health data.

Land Rematriation: Utilizing The National Register Of Historic Places And Developing Tribal Homeland Territories For The Restoration Of Historic Landscapes And Sovereignty, Robert E. Hazen

Dissertations, Master's Theses and Master's Reports

Land rematriation and cultural revitalization are crucial to addressing the ongoing impacts of settler colonialism on Indigenous communities, particularly for the Lac Vieux Desert Band of Lake Superior Chippewa. The National Register of Historic Places and federal recognition processes have traditionally marginalized Indigenous practices and land claims, yet, as I argue in this thesis, they hold potential for reappropriation in support of sovereignty and heritage. This thesis argues that integrating Indigenous methodologies, geospatial research, and archival analyses can forge a path toward effective land rematriation efforts. My findings reveal culturally significant sites connected to the historic village of Getegitigaaning, helping …

The Animated Frontier: Fluctuations Of Power Across Time And Space In Flows Of U.S. And Japanese Animated Media, Kendall Belopavlovich

Dissertations, Master's Theses and Master's Reports

This project critiques the historical and contemporary relationships between the U.S., Japan, and marginalized groups through the lens of animation. The U.S. and Japan share a complex history, from the opening of Japan during the Edo period to events like Pearl Harbor and the atomic bombings, which shaped their present-day alliance. Furthermore, the U.S. and Japan are the central nodes in flows of animation, where both nation states have dominated the global market at various points in animation’s history. Today, Japan's soft power in media is significant, and the flow of power between these nations has influenced media forms and …

Energy Equity In India’S Renewable Energy Transition: A Policy Design Agenda, Aritra Chakrabarty

Dissertations, Master's Theses and Master's Reports

India’s transition to renewable energy has prioritized large-scale, grid-based electrification, often overlooking energy equity, particularly in rural communities. Many households would benefit more from decentralized solutions than from grid extension, yet current policies neither guarantee equitable access nor address pre-existing social and economic inequalities in energy distribution. This dissertation examines the sensitivity of India’s renewable energy policies to energy equity, with a specific focus on gender equity in rural last-mile connectivity. The study is guided by the fundamental question: How can implementation of solar energy program alleviate the lives of rural communities? Using a mixed-method approach that combines policy …

Overcoming Obstacles To Equitable Energy Transitions And Promoting Energy Sovereignty For Us Tribal Nations, Don Lee

Dissertations, Master's Theses and Master's Reports

This dissertation explores the potential of equitable energy transitions guided by the tenets of energy justice with a focus on Tribal energy sovereignty through renewable energy development. It contributes to the literature on the social acceptance of energy systems, public perceptions of renewable energy transitions, the ramifications of US federal Tribal law on Tribal energy development and sovereignty, and the implications of conforming to capitalist logics in the energy justice literature.

To understand the importance of building reciprocal and collaborative relationships, our team of researchers and Tribal members collaborated on the development of a methodology to survey respondents in a …

The Music Education Gender Divide At The University Of Northern Iowa, Abigail Wendland

Honors Program Theses

While anyone with proper training can direct a band well, the definitive stereotype in music education is that male directors are the default. Women face a multitude of challenges when going into the field because of this stereotype, which is the direct result of decades of prejudice that are now historical tradition. These challenges include the perceived need to adopt a male persona while on the podium, the challenges of working as a public school band director while being a mother, and the guilt that accompanies many women in the field. Obstacles such as these have strongly contributed to the …

The Macroalgal Composition Differs Among Depths And Zones In Cuban Mesophotic Coral Reef Ecosystems, Beatriz Martínez-Daranas, M. Dennis Hanisak, Patricia M. González-Sánchez, Stephanie Farrington, John K. Reed

Faculty Scholarship

Previously the algal community of Cuban mesophotic coral reef ecosystems (MCEs) has not been characterized quantitatively. The objective of this study was to explore the distribution of macroalgae around Cuba and their depth profiles within the mesophotic zone (30−150 m). Data on the algal community were obtained in 2017 during 43 ROV (remotely operated vehicle) dives around Cuba’s shelf. Scientists specializing in algal taxonomy watched the live ROV video on board the ship and recorded algal presence every ~5—10 min in a database. Algae were identified to the lowest possible taxa, and algal presence/absence was analyzed in 20 m depth …

Mercury Concentrations, Health, And Marine Food Consumption Across Four Eastern Caribbean Populations: Insights From A Novel Community-Based Study, Russell Fielding, Catherine Brown, Jessica Dutton, Martin S. Forde, Heather Harewood, Lisa Hunt, Catherine Macdonald, Cameron Mewhirter, Vincent Reid, Madison Smith, Holly Taylor, Katelyn Zimmerman

Gulf and Caribbean Research

Mercury (Hg), as an environmental pollutant, can have harmful effects on human health. A common way that people are exposed to Hg is through seafood consumption. This project was designed to investigate Hg exposure through seafood consumption and its health effects among adults in 4 Caribbean countries: Barbados (n = 117), Grenada (n = 90), St. Lucia (n = 126), and St. Vincent & the Grenadines (n = 77). We applied a novel, community—based method, which involved recruiting and paying local barbers and hairstylists to collect hair samples from their clients who consented to join the project as participants. Participants …

Occupying All Sides Of The Desk: A Feminist Methodological Approach To Teaching, Research, And Mentoring, David Powers Corwin, Siri Lalukota, Angelica Lovelace, Lindsay Lowry

Journal of Feminist Scholarship

This article focuses on a curriculum research collaboration among students (high school, undergraduate and graduate) and faculty to create college-level courses that focus on feminist media studies. As a reflection and extension of our work, we tell our polyvocal story of this collaboration while arguing that this work is a feminist methodology that could be used in pedagogical and other academic and public contexts.

No Remedy For Colonization, Sigrid Vendrell Polanco

City University of New York Law Review

The United States purports to maintain a democratic relationship with its inhabited territories, yet the Supreme Court continues to uphold twentieth century laws that affirm rather than abrogate colonial policies. The gap between how the United States idealizes democracy and its real world application, especially in its five colonized territories (Puerto Rico, American Samoa, Guam, the Northern Mariana Islands, the United States Virgin Islands, and American Samoa), is not just growing – it is becoming a chasm. These colonies are currently referred to as United States territories. In 2023, the U.S. territory of Puerto Rico experienced a controversial sovereignty challenge …

Human Trafficking In Ohio: A Human Rights Violation, Sunny M. Lloyd

Honors Projects

Human trafficking is an overlooked and underestimated issue in the state of Ohio. The Ohio Attorney General’s Office estimates that over 1,000 children are sex trafficked in Ohio every year. Given the severity and prevalence of this issue, the following research project explores the issue of human trafficking in Ohio and discusses five major human rights violations resulting from human trafficking. This project includes details from an interview with a human trafficking survivor who was trafficked for labor and sex over the course of fifteen years in northeast Ohio. To conclude, the project suggests recommendations for the State of Ohio …

Comparative Analyses Of Psychological And Training Characteristics In Judo Competitors And Non-Competitors: Mental Strength, Self-Efficacy, Grit, Resilience, Self-Control, Aggression, Mental Health, And Life Satisfaction, Leandro De Lorenco-Lima, Daniery Rosario, Stacey Gaines

Applied Sport & Performance Psychology | Faculty Scholarship

Judokas competing at the national and Olympic levels rigorously engage in numerous daily and weekly training sessions, potentially influencing the athletes’ mental conditioning. Based on the nature of competition, peak physical and mental conditioning is a prerequisite to achieve the highest place on the podium. This study investigated the differences in training characteristics, mental strength, resilience, grit, self-efficacy, self-control, aggression, life satisfaction, and mental health disorders between judo competitors and non-competitors. A total of 146 judo athletes (77.4% male) from 18 to 45 years of age, representing 60 competitors (41.1%) 86 noncompetitors (58.9%) participated in this study. Judokas answered training-related …

Here, There: Jewish Identities In The South Through The Lens Of Food, Charles George Pappas

Electronic Theses and Dissertations

This thesis examines the role that place performs in the creation of different Jewish identities in the South through the study of foodways practices. The first chapter provides a historical background of Jewish foodways and an analysis of two Jewish cookbooks and their recipes. These texts act as historical markers of the similarities and differences between varying diasporas across space and time and show how these elements impact Jewish culinary practices. Chapter two is centered around an oral history conducted with Jewish chef Laurence Faber and the places that have shaped his approach to the food served at his Knoxville …

Teaching About The Michigan Pbb Disaster, Jessica Zaker

The Great Lakes Social Studies Journal

None

Lines On A Map, Lives On The Ground: Teaching Borders And Empathy In The Scramble For Africa, Mark T. Johnson

The Great Lakes Social Studies Journal

None

The State Of Elementary Social Studies In Michigan, Annie Mcmahon Whitlock

The Great Lakes Social Studies Journal

None

How Elementary Schools Support Families In Mandatory Middle School Choice: A Comparative Case Study, Eleni Filippatos

Theses and Dissertations--Educational Leadership Studies

This dissertation examines the role of New York City elementary school leaders in shaping fifth graders' middle school choice processes in two public schools serving predominantly economically disadvantaged, Latino families. As school choice increasingly influences students' academic trajectories, understanding how leaders engage families in this decision-making process is essential for promoting educational equity. The study explored how public elementary school principals, counselors, and teachers support families during the universal middle school application process.

Using a qualitative comparative case study design, I conducted semi-structured interviews, field observations, and document analysis to compare leadership practices at two demographically similar elementary schools with …

Introduce, Inform, Inspire: Curating A Collection Of Idms For Sustained Inquiry, Lisa K. Pennington, Mary E. Tackett

The Great Lakes Social Studies Journal

None

The Impacts Of Land Use And Groundwater Inputs On Stream Health And Habitat Of Jennings Creek, Bowling Green, Kentucky, Allison Francis

Mahurin Honors College Capstone Experience/Thesis Projects

In Bowling Green, Kentucky, the Jennings Creek watershed encompasses the entire city and surrounding area; however, little work has been completed focused on assessing the Creek’s water quality, habitat, and biological indicators. Jennings Creek is fed by several karst groundwater springs, making it highly vulnerable to contamination due to the rapid connection between the surface and subsurface via sinkholes and underground rivers. An examination of Jennings Creek’s water quality, habitat, and biological indicators provides an assessment of the watershed’s health.

The methodology closely followed the methods for assessing habitat by Kentucky’s Energy and Environment Cabinet and was approved for the …

Once Upon Another Time: Retelling Fairy Tales & Legends With Inclusive Identities For Modern Young Adult Audiences, Hailey Drapcho

Honors Theses

This thesis explores how modern young adult (YA) fairy tale retellings can act as interventionist works as part of the mythopoeic YA fantasy sub-genre, where they enfold traditionally excluded identities into the archetypal role of the fairy tale female protagonist who is expected to embody an idealized form of girlhood. Fairy tales have a profound impact on self-image and how individuals create expectations of their role in the world. By fracturing the archetypes maintaining restrictive and exclusionary expectations, mythopoeic YA fairy tale retellings affirm the young adult girl to embrace her own individual identity and determine her role in the …

Food Deserts: How To Make Them Green, Minoo Tehrani, Andreas Rathgeber, Lawrence Fulton, Bryan Schmutz

Business Faculty Publications

Despite tremendous progress in addressing food insecurity, hunger and malnutrition are still widespread across the globe. Different factors, such as low levels of income and education, lack of access to food markets and transportation, high unemployment and population rates, and abandoned homes in a neighborhood, are among the factors that have been attributed to the creation of food deserts in emerging and developed countries. Some of the leading causes of death in the U.S. are heart attack, obesity, and diabetes. These major causes of death have a higher rate among the Black, Latin, and Hispanic populations. Access to healthy and …

Demonstrating Deservingness In College Tuition Crowdfunding Campaigns, Siqi Han

Journal of Student Financial Aid

College tuition creates a substantial financial burden for students and families in the United States. Exhausting their own financial resources to pay for their college tuition, some students seek to crowdfund their tuition – a new channel for higher education finance that may become more prevalent in the future. Distinctively, crowdfunding campaigns are not reviewed or approved in the same way as traditional funding applications, leaving space for students’ own justification for deservingness. This paper identifies the embedded semantic features in online college tuition campaigns that raised more money than the rest on a major crowdfunding platform and derives the …

Death Of A Doctrine: The End Of Classical Deterrence In A Complex Multipolar World, Daniel H. Wang

Graduate Theses/Dissertations

Today's deterrence is dramatically different from that during the Cold War. This thesis examines how changes in global geopolitics altered deterrent frameworks and how those changes threaten strategic stability. Traditional nuclear deterrence is built on clear adversaries, established escalation protocols, and predictable outcomes that are increasingly obsolete when facing modern realities. Adversaries employ hybrid strategies below the traditional thresholds of nuclear deterrence while integrating nuclear capabilities into these hybrid tactics, driving a distinct disadvantage for traditional deterrence frameworks. Russia uses nuclear signaling with gray zone operations, China combines multidomain operations with nuclear deterrence to employ a full spectrum of capabilities, …

Motherhood Or Work: Why Not Both? Representations Of Femininity In Australian Wartime Radio Serials, Emma Price

Theses

War is a gendering activity. As media is one of the many sites where gender is constructed, this study aims to investigate through a discourse analysis of serials produced by women for radio in the 1940s, the ways these programs represented or challenged social and cultural expectations placed on women. The themes female dramatists explored through the genre of radio serials, and the statements these programs made about life as a woman during the Second World War, are under-researched areas in Australian scholarship. While it must be acknowledged that the war was not a turning point in the status of …

Beyond Wall Street: Inside The Legal Battles Of Private Companies, Jessica M. Erickson

Law Faculty Publications

Boardroom battles on Wall Street command national attention. Yet the vast majority of business disputes in the United States do not take place on Wall Street and do not involve public companies. Nearly all American companies are privately held, and the disputes between the owners of these Main Street businesses seldom make headlines. Nor do they receive much attention in legal scholarship. While scholars have examined these disputes from a theoretical perspective, there have been no empirical studies analyzing lawsuits between the owners of private companies. As a result, we do not know why these business relationships fail or the …

Mind The Gap(S): Mitigating Harassment In A Post-#Metoo Workplace, Jamillah Bowman Williams, Elizabeth C. Tippett, Anu Ramdin

Georgetown Law Faculty Publications and Other Works

In a post-#MeToo workplace, harassment remains pervasive, and harassment law still fails to provide protection for the harms experienced by many workers—particularly those in the most vulnerable jobs. Even when reform efforts are introduced through legislation, courts, and agency guidance, it often does not provide greater power, autonomy, and dignity to women in ways that would more meaningfully protect them from workplace abuse. We are the first to create a database of state legislation, including over three thousand bills, that allows us to empirically analyze the extent to which lawmakers comprehensively address harassment following the rise of the #MeToo movement. …

Social Science In Early Childhood Education Open Syllabus, Denise Farrelly

Open Educational Resources

This syllabus provides a week-by-week outline of resources for teaching early childhood social studies for preservice teachers at the associate's level.

The Administrative State's Second Face, Emily R. Chertoff, Jessica Bulman-Pozen

Georgetown Law Faculty Publications and Other Works

We often assume that there is one administrative state, with one body of administrative law that governs it. In fact, the administrative state has two distinct faces: one turned toward regulation and benefits distribution, and one turned toward physical force and surveillance. The two faces are growing further apart under the Roberts Court, which has hemmed in the first face with decisions like Loper Bright while showing solicitude for national security and law enforcement agencies.

This Article delineates the two faces of the administrative state. It provides a descriptive account of the second face and the distinctive administrative law that …

The Csr Authenticity Crossroads: A Comparative Analysis Of Greenwashing In The Cosmetics And Food Sectors, Magdalena Klimczuk-Kochańska

Studia i Materiały Wydział Zarządzania Uniwersytet Warszawski

Purpose: The article aims to investigate the relationship between Corporate Social Responsibility (CSR) strategies, manifestations of greenwashing, and their underlying motivations in selected companies from the cosmetics and food sectors.

Methodology: The study employs a qualitative, comparative case study methodology. Six companies (L’Oréal, Natura & Co., Bielenda, Nestlé, Maspex, and Tony’s Chocolonely) were analysed based on publicly available secondary data, including corporate reports, NGO analyses, and media coverage.

Findings: The study identifies and defines two distinct sectoral logics: companies in the cosmetics sector follow a ‘brand-centric logic’, where greenwashing manifests as product-level marketing claims. In contrast, firms …