Digital Commons Network^™

The Practice Of Inclusion: Indigenous Knowledge And Ethical Design, Kate E. Van Der Zalm

All Graduate Theses and Dissertations, Fall 2023 to Present

Indigenous Knowledge is a cumulative body of practices and beliefs developed by Indigenous communities through generations of interaction with the natural environment. This knowledge offers valuable insights for caring for the land in sustainable and respectful ways but is not fully considered in modern planning and design practices. This research examines how Indigenous Knowledge is currently understood and used within landscape planning and design firms in British Columbia, Canada. Using a combination of existing research and interviews with design professionals and Indigenous participants, the study explores where Indigenous Knowledge is being applied, where challenges exist, and what opportunities remain for …

Faith And Doubt: Exploring How We Interpret The World, Amber Mccuen

All Graduate Theses and Dissertations, Fall 2023 to Present

This collection of four fictional short stories explores questions of belief—and practice of belief—in four separate contexts. The first story, “Little Marie,” follows a young girl who’s made her own system of belief created by correlation. The second story, “Last Days,” sees a woman return to her childhood home which has been overcome by the hoarding habits of her paranoid, fundamentalist Christian mother. The third story, “Graduation,” takes place at a divinity school graduation and explores the strength of both social influence and unspoken rules within closed groups. The final story, “Away From the Ninety and Nine,” follows a cult …

Scalable Roof Polygon Extraction And Geometric Characterization From Remotely-Sensed Data For Snow Load Assessment, Jashon Newlun

All Graduate Theses and Dissertations, Fall 2023 to Present

Heavy snow accumulation on rooftops is a serious structural risk in cold climates, and understanding how much snow builds up on different types of roofs is essential for safe building design. Currently, most data on roof snow loads comes from small, labor-intensive field surveys that cover only a handful of buildings at a time. This results in far too few measurements of buildings to draw confident conclusions about how snow behaves across communities. This thesis develops and demonstrates a new automated approach for measuring roof snow accumulation and extracting key building characteristics across thousands of buildings at once using airborne …

Antidistillation Sampling For Classification Models, Khawaja Abaid Ullah

Theses

Knowledge distillation enables adversaries to replicate the functionality of proprietary machine learning models by querying their APIs and training surrogate student models on the returned soft-label distributions. Antidistillation Sampling (ADS), recently proposed for large language models, perturbs the output distribution of a teacher model at inference time to degrade the quality of the resulting distilled model while preserving utility for legitimate users. We adapt ADS to the supervised classification setting and identify a structural obstacle to its direct transfer: the high-confidence, near-one-hot output distributions characteristic of well-trained classifiers leave insufficient probability mass on non-target classes for the additive penalty to …

The Efficacy Of Ethical Data: An Analytical Study By, Lamar Gebara

Theses

As artificial intelligence and machine learning models become increasingly embedded in decision-making systems across industries, questions about the ethical sourcing of data have grown more pressing; model performance relies heavily on vast, diverse datasets, many of which are harvested without consent, transparency, or equitable representation. This study aims to compare analytics outcomes (accuracy, bias, fairness, and explainability) between ethically sourced and unethically sourced datasets. Using CRISP-DM methodology, the study will develop matched classification models on both dataset types, evaluate their performance and fairness using open-source tools such as Fairlearn and AIF360, and assess broader implications for trust, accountability, and regulatory …

Perceptual Evaluation Of Deep Learning Models For Hdr Reconstruction Under Severe Overexposure, Alireza Rabbanifar

Theses

Overexposure in imaging systems leads to irreversible loss of scene information due to sensor saturation, resulting in degraded perceptual quality and limited dynamic range. While recent deep learning approaches have shown promising results in correcting mild to moderate overexposure, their performance under severe overexposure and their perceptual quality in HDR image generation remain less understood. In this work, a comparative evaluation of four representative models—Multi-Scale Exposure Correction (MSEC), Illumination-Adaptive Transformer (IAT), LEDiff, and X2HDR—is conducted across multiple scenes and levels of overexposure, with particular emphasis on severe overexposure conditions. The evaluation focuses on the perceptual quality of the reconstructed HDR …

Lisa A. Goodman, Lisa A. Goodman

Faculty CVs

No abstract provided.

Redefining An Icon: Stadium Integration Into The Urban Center To Promote Community Engagement, Culture, And Identity In Dallas, Texas, Brandon Lee Peterson

Architecture Theses

This thesis is an exploration into how stadium design can foster community engagement, cultural identity, and urban vibrancy in the United States. While many American stadiums often remain isolated from the urban fabric, located on city outskirts or suburbs and used solely for events, European models demonstrate the value of walkable, accessible, and integrated stadiums within mixed-use neighborhoods. Through a multidisciplinary review of urban design theory, economic factors, and programming needs, this research highlights the limitations of current U.S. stadium developments, such as issues of accessibility and underutilized public investment. Using a proposed downtown Dallas soccer stadium, the thesis offers …

Creative Placemaking: Using Makerspace Infrastructure To Support Circular Communities, Grace Dejong

Architecture Theses

This thesis investigates how makerspaces can function as critical social and economic infrastructure within processes of urban regeneration, particularly in post-industrial contexts. Drawing from creative placemaking scholarship, and quantitative and qualitative data on entrepreneurship and making cultures, the research examines making as both a cultural practice and an economic catalyst. Centered on a vacant industrial infill site, the project explores how spaces for production, learning, and gathering can support creative labor, small-scale manufacturing, and community resilience. By bridging societal issues with architectural application, the thesis addresses gaps between discussions of creativity, sustainability, and their spatial implementation. Through an integrated program …

Building On Memory: Towards A Digital Future Informed By Historical Theory, Lucas Laskow

Architecture Theses

This project synthesizes 2,000 years of architectural theory to establish an ethical framework for integrating artificial intelligence into contemporary design. The research culminates in “The Chandler,” demonstrating how AI can enhance, rather than replace, human-driven spatial and cultural values.

The assertion that human design is inherently superior to artificial intelligence relies on the flawed premise that intuitive leaps outweigh data-driven synthesis. Rather than diminishing the architect’s role, the evolution of AI demands that designers become ethical interpreters who ask the right questions. This project investigates how past architectural theorists, from Vitruvius’s foundational triad to Bruce Allsopp’s humanist return, provide a …

Sanctuary: Caring For The Whole Person In A Fragmented World, Hazel Elizabeth Chvatal

Architecture Theses

Drawing especially upon the writings of Alberto Perez-Gomez, this thesis claims that today’s built environment neglects social and spiritual wellbeing. Efficiency and productivity take priority over meaning and wellbeing, and many spaces fail to provide any context about relationship to a larger reality. Taking inspiration from the traditions of Benedictine monks and nuns, this architecture thesis proposes ritual as a means to invite participation and emphasize connection. A design process of artefactual making grounds the embodied experience in layers of authentic cultural, historical, and scientific realities. Through a layered, narrative-driven design approach, this thesis seeks to address social and spiritual …

Architecture As A Camera: Utilizing Photographic Principles To Tell Stories Through Design, Ryan Gabriel Scherf

Architecture Theses

This thesis examines the relationship between memory, photography, and architecture as a framework for spatial design, framing memory as a fragmented phenomenon contingent upon light and time. Drawing on the theoretical work of Goffi, Barthes, and Bordeleau, it positions architecture as a temporal montage in which meaning emerges through layered absences, material “puncta,” and the interpretive gaps between fragments. Situated at the Botallack Mines in England, the project explores the intersection of photographic logic and industrial ruin by treating the site’s extractive history as a series of active fragments. Through compressed volumes and curated views, it translates photographic principles into …

Threads Of Recovery: Transforming Youth Residential Treatment Centers, Kathryn Fitzsimmons

Architecture Theses

This thesis explores how architecture can support adolescent mental health treatment through the design of a residential treatment center for youth ages ten to eighteen experiencing mental health crises. In response to increasing rates of anxiety, depression, and suicidal ideation among adolescents, the project examines the relationship between the built environment and emotional well being. The research critiques the legacy of the troubled teen industry, where institutional architecture often reinforced isolation and control rather than healing. Drawing from environmental psychology and analysis, the project proposes an alternative campus centered on safety, reflection, and community. The design, titled Threads of Recovery, …

"Am I A Man Or A Muppet": A Rhetorical Analysis Of Generative Ai’S Representation Of Gender, Jessica Boaz

Electronic Theses and Dissertations

This thesis examines how generative artificial intelligence constructs and performs gender roles through a rhetorical analysis of the fully AI-generated podcast Fairytale Forensics. Drawing on theories of constitutive rhetoric, stereotyping, and McLuhan’s approach to the medium, this thesis investigates how AI-generated hosts interpret classic fairy tales while simultaneously reproducing and negotiating gender norms through the lens of prosopopoeia, metonymy and synecdoche. These performances rely on normative gender stereotypes that align with broader societal expectations, thereby potentially reinforcing existing cultural assumptions about masculinity and femininity. Ultimately, it demonstrates that AI-generated discourse does not merely reflect human biases but actively participates in …

Reading The Wisdom Of Psalm 37 Through The Lens Of Metaphor And Lament, Hannah N. Johanson

Electronic Theses and Dissertations

This thesis proposes that reading Ps 37 through the lens of both metaphor and lament can reshape the way the reader understands the reality of evil, fostering hope and agency. While Ps 37 is often classified as a wisdom psalm, this thesis diverges from the interpretation that this psalm is a list of proverbs. Instead, this thesis attempts to show that Ps 37 forms a metaphorical landscape where evil withers, vanishes, and is cut off while goodness thrives and is secured forever. This thesis also places this psalm in dialogue with two poems that engage Ps 37 from a post-Shoah …

Cultivating Diversity: Investigating Hispanic College Students’ Attitudes Toward Teaching Amid The U.S. Teacher Shortage Crisis, Daniela Andrea Hernandez

Electronic Theses and Dissertations

The underrepresentation of Hispanic teachers in U.S. public education remains a significant concern as Hispanic students comprise a growing proportion of the K–12 population. Despite this demographic shift, the educator’s workforce has not reflected the cultural and linguistic backgrounds of the students it serves. The purpose of this qualitative descriptive study was to explore first- and second-year Hispanic college students’ perceptions of teaching as a profession and to examine how their educational and personal experiences influenced their career interests. The study was informed by social cognitive career theory and culturally relevant teaching theory to better understand how self-efficacy, outcome expectations, …

Navigating The Shift: Supporting Health Sciences Faculty Transitioning From Industry To Asynchronous Online Education, Joshua D. Snyder

Electronic Theses and Dissertations

This qualitative exploratory study examined how new online instructors in the health sciences division of a North Texas community college experienced institutional onboarding and professional development as they transitioned from industry roles into asynchronous online teaching. As community colleges expand online instruction to meet the needs of nontraditional learners, many health sciences faculty enter academic roles with strong clinical expertise but limited preparation in online pedagogy. Guided by the community of inquiry framework and self-efficacy theory, this study explored instructors’ perceptions of their preparedness for asynchronous teaching; the instructional challenges they encountered, particularly related to student engagement; and the types …

The Social Seam: Combating Social Isolation Through Architecture, Elissa Hammrich

Architecture Theses

A lack of walkable environments and well-supported public spaces has created a crisis of social disconnection across the United States. Historically, dating back to the public squares of ancient Greece, the public realm was a place of communal ritual from which citizens drew their primary identity. Today, however, modern cities are driven by commerce and technology, rapidly losing the genuine spaces that create face-to-face human interaction. By prioritizing the efficient movement of vehicles and goods over human connection, it has left behind fractured, isolated communities.

This thesis explores architectural strategies to combat this social isolation, focusing specifically on the Near …

The Phenomenology Of Home: Exploring The Interlinked Relationships Between Dwelling And Domestic Architecture, George Martin Grunklee

Architecture Theses

This thesis explores the concept of home from a phenomenological perspective to inform a communication method and design process for domestic architecture. While “home” holds multiple meanings, this study traces the phenomenological relation between human’s embedded existence and place—to understand home as a condition shaped by the lived experiences of its inhabitants. The aim of this thesis is to understand how the design of domestic architecture is intrinsically linked to dwelling and to the accumulation of lived experiences.

The thesis critically engages phenomenology in architectural practice by exploring case studies which exhibit and foster the concept of home. Frank Lloyd …

Beyond The Battlefield: Architecture As A Path To Veteran Recovery, Alexandria Hamman

Architecture Theses

For many United States veterans, the transition home is not a return to stability, but the beginning of a new and often unseen mental health challenges. This thesis explores the role of architecture in supporting the recovery and reintegration of United States veterans facing mental health challenges and homelessness. Existing mental health and transitional housing facilities are often sterile and institutional, overlooking the impact of the built environment on psychological well-being. This project proposes a combined transitional housing and mental health rehabilitation facility designed to reduce the stigma of veterans needing help, promote stability, and help reintegrate them into a …

Attitudes, Behaviors, And Co-Workers Influence Of Those Who Provide Mental Health Support Services To Refugees And Immigrants., Irene Boamah

Doctor of Social Work Capstone Projects

ABSTRACT

ATTITUDES, BEHAVIORS, AND CO-WORKERS INFLUENCE OF THOSE WHO PROVIDE MENTAL HEALTH SUPPORT SERVICES TO REFUGEES AND IMMIGRANTS

Irene A. Boamah

April 3, 2026

Refugees and immigrants face a variety of mental health issues, including post-traumatic stress disorder (PTSD), depression, and anxiety. Despite these mental health issues, there is limited research examining the attitudes, behaviors and coworkers’ influence on those who provide mental health support services to this population. This study examines the relationships between the demographic and professional characteristics of mental health support service providers in Kentucky and the stigmas they may have toward refugees and immigrants.

A cross-sectional …

Efficacy Of Implicit Bias Training Within The Hazel Park Police Department, Luke Londo

Master of Public Administration Capstone Papers

Among the many desired outcomes for uniformed police officers who undergo implicit bias training is a reduction in the level of discriminatory conduct related to such biases. Current research on the subject offers mixed results, and nearly all existing studies do not provide an empirical measurement of efficacy or other outcomes beyond officer sentiment. This case study examines and measures the impact of implicit bias trainings, which is a requirement for officers within the Hazel Park Police Department in Michigan, prior and subsequent to certification by using raw and sustained complaints of discriminatory conduct allegedly perpetrated by Hazel Park police …

Improving And Maintaining Public Trust In Law Enforcement: A Qualitative Case Study Of The Northville Township Police Department, Christopher Bachand

Master of Public Administration Capstone Papers

Public trust is a key component of effective law enforcement. While historically cyclical, trust in American law enforcement agencies has trended downward in recent years following several high-profile use of force incidents. In response, many agencies have begun incorporating new theories and models into their policies and procedures aimed at increasing public trust. This capstone paper draws upon the relevant literature surrounding these theories and conducts a qualitative case study of the Northville Township Police Department. This agency consistently achieved above-average levels of confidence from its community members by incorporating these theories using a hybrid-synthesis policy implementation approach. This paper …

Public Safety Policy In Michigan’S Rural Upper Peninsula: Collective Efficacy, Youth Engagement, And Prevention, Christopher J. Reynolds

Master of Public Administration Capstone Papers

Rural communities in Michigan’s Upper Peninsula face unique public safety concerns due to resource limitations and geographic isolation. Small townships and cities lack sufficient funding and personnel to respond effectively to emergencies across large land areas. By building stronger families and communities, rural areas can prevent public safety concerns through preventative strategies, rather than reactive strategies that focus on incarceration. Through strengthening social networks and providing programs for youth to build leadership skills and good character, public safety will become a part of daily life in rural areas and not just a reaction to negative situations.

Efficient Estimation In Infinite Dimensional Gmm, Jin Seo Cho, Peter C. B. Phillips

Cowles Foundation Discussion Papers

In GMM estimation it is well known that if the number of moment conditions grows with the sample size, GMM asymptotics differ from the standard case with moment size fixed as the sample size tends to infinity. The present work explores infinite dimensional GMM estimation under various conditions on the moment conditions and the weight matrix. Our approach employs a partial sum process formed by the moment conditions to represent high dimensional moments and an invariance principle to capture the infinite dimensional asymptotics as the moment size grows. Next, the GMM weight matrix is assumed to converge to one of …

Towards A Methodology For Measuring Rental Property Ownership In The United States, Stephanie Kestelman, Rebecca Diamond, John Eric Humphries, Kate Pennington, Winnie Van Dijk, John Voorheis

Cowles Foundation Discussion Papers

Roughly one-third of U.S. households rent their homes, yet measuring who owns rental property is difficult: ownership is frequently obscured by LLCs, partnerships, and other intermediary entities that separate legal from economic control. We develop a method that traces ownership through administrative records—combining deeds and property assessments with the Census Bureau’s Business Register, IRS Schedule K-1 filings, and SEC filings on REITs—to identify ultimate owners and construct property portfolios across the full landlord size distribution. Applying the method to 11 large CBSAs, we find that individual landlords own a large majority of rental units, though their share varies meaningfully across …

From People’S War To People’S Rule: Rebel Governance And The Foundations Of Inclusive Democracy, Bhishma Bhusal, Michael Callen, Rohini Pande, Soledad Prillaman, Deepak Singhania, Apurva Subedi

Cowles Foundation Discussion Papers

How does wartime rebel governance shape post-conflict institutions? We study this in Nepal, where the Maoist People's War (1996–2006) dismantled a 240-year caste-based monarchy and ended with Maoists entering democratic politics. During the conflict, Maoists established sub-national “People’s Governments” that administered justice, collected taxes, and delivered local services. Using a spatial regression-discontinuity design, we show that exposure to People's Governments increased political knowledge and participation especially among historically marginalized indigenous groups (Janajatis). Exposure also reshaped party institutions and inter-party competition: candidate-selection committees in more exposed areas have 26 percent more Janajati members who, drawing on novel implicit-attitude data, exhibit less …

A Novel Approach To Creativity Assessment: Forced Pairwise Ranking With Large Language Models, Phillip R. Gregory Jr

Master's Theses

Assessing creativity at scale remains a persistent challenge in cognitive science, as human raters are costly, slow, and often inconsistent in their judgments. This thesis introduced a novel framework for automated scientific creativity assessment using forced pairwise ranking, in which fine-tuned large language models compared response pairs and determined which was more creative. Five empirical studies were conducted using Llama-2-7B and Llama-2-13B models adapted via LoRA fine-tuning and benchmarked against human scored responses from the Scientific Creative Thinking Test. A regression baseline achieved Pearson �� = .74 on the test set, matching the human inter-rater ceiling reported in the literature. …

Agents Of Agency: Identifying Teacher Traits And Trainings Associated With Promoting Student Agency, Clara Mateo

Dissertations

This study shifts the focus of mathematics teacher quality from the traditional metric of test scores to “student agency,” defined as a learner's capacity to access power, make decisions, and take ownership of their learning process. While the literature on student agency provides ample qualitative insights, it is largely composed of small-scale studies. This research addresses this gap by conducting a large-scale, nationwide quantitative analysis to identify teacher factors associated with the promotion of student agency. The central research question is: What teacher demographics, dispositions, and professional development experiences are associated with increased student agency?

This study used a cross-sectional …

"Obsessive Myth:" Disturbing The Grammar Of The Lyric And Epic In Theresa Hak Kyung Cha's "Dictee", Noelle (Nell) Kriegel

All Theses

The archival text Dictée by Theresa Hak Kyung Cha spans many genres, making it a highly hybrid text. Cha uses personal letters, official government documents, images, prose, dictation exercises, translations, and poetry to create a composite identity of women neglected through history. Dictée’s hybrid form allows it to experiment with the lyric and epic traditions, challenging their forms to adequately reflect the lived experience of oppressed women. Dictée’s hybridity is but one aspect of its interrogation of literary form and language; the text also plays with grammar, specifically pronouns, to depict a genealogy of female voices as they relate to …