Digital Commons Network^™

Incentives, Evidence, And Reminders For Bureaucrats: Overcoming Barriers To Policy Scale Up, Patrick Agte, Daniel R. Morales, Christopher Neilson, Sebastian Otero, Guatam Rao

Discussion Papers

Scaling up effective policies often requires the attention of frontline bureaucrats with many competing responsibilities. Even when policymakers adopt effective programs, implementation may not follow. In a nationwide experiment in the Dominican Republic, we test interventions to increase school principals' implementation of an educational program proven effective in a previous RCT. Only 37% of control schools verifiably implemented the intervention when ordered to by the Ministry of Education, compared with 83% in the original trial. Implementation was no higher among schools that previously implemented the program in the RCT, suggesting that fixed costs of adoption do not explain non-adoption. We …

Report On The Ethical Use Of Ai For Participatory Planning, Sahana Kotha, Blythe Wilson

City and Regional Planning

This report provides an overview of key considerations for using artificial intelligence for community engagement in urban planning. As interest in AI adoption in the public sector increases, an understanding of ethical issues is needed to guide responsible AI implementation. Informed by a literature review and interviews with urban planning practitioners and academics, this report describes and analyzes different AI-supported community engagement methods, explores case studies, and outlines key concerns and opportunities for using AI. We recommend that AI use for community engagement prioritizes transparency, human oversight and accountability, intentional AI implementation, and community involvement.

From Unstructured Data To Demand Counterfactuals: Theory And Practice, Timothy Christensen, Giovanni Compiani

Cowles Foundation Discussion Papers

Empirical models of multi-product demand rely on low-dimensional product representations to capture substitution patterns, increasingly using proxies built from unstructured data. When proxies are imperfect, standard workflows yield biased counterfactuals and invalid inference. We develop a practical toolkit to address these issues. Our methods apply to market-level and/or individual data, require minimal additional computation, provide simple standard-error formulas, and accommodate proxies from fine-tuned models. Further, we propose diagnostics to assess proxy quality. Our methods yield meaningful improvements in predicting substitution in empirically calibrated simulations and in an application where we assess counterfactual prediction performance against a ground truth.

The Spiritual Communities Of Bronies, Amie Sexton

Theses, Dissertations and Culminating Projects

Bronies, adult, typically male, fans of the cartoon My Little Pony: Friendship is Magic, have long been regarded for seemingly breaking expectations around gender norms. This study finds that Bronies break expectations around what is expected of spiritualism. Through interviews and ethnographic observation of social media spaces Bronies frequent, it is found that spirituality based on the cartoon within the fandom is broad, diverse, and at times, normative. A proportionally-small group of fully sincere spiritualists with plural experiences and strong convictions inspire a much larger community of post-ironic aspirants. Aspirations towards spiritual experiences and the development of profound terminologies create …

Activating Shared Print As A Strategy For Legacy Print Access, Michael M. Brewer, Niamh A. Wallace

Collaborative Librarianship

While most libraries participate in collaborative shared print efforts but tend only to rely on them as a failsafe, this article underscores the timeliness and importance of more libraries “activating” shared print as a core strategy for access to legacy print content. The University of Arizona’s experiences with SCELC and HathiTrust for monographs and the WEST-Internet Archive pilot for serials are discussed as examples of how libraries might choose to pursue this approach.

Counterinsurgency In Afghanistan: Doctrine, Implementation, Cannibalization, Noah S. Fischer

Dissertations, Theses, and Capstone Projects

The Taliban return to power in Afghanistan on August 15th, 2021, is a watershed moment in the 21^st century history of the United States of America. The swift collapse of the U.S. backed Afghan government shocked American politicians, military leadership, and the general public. To many, trillions of dollars were wasted in funding a government that could not even survive a month without U.S. troops. But those dollars were used by U.S. military leadership to implement a new and innovative strategy those same leaders thought would guarantee success: counterinsurgency, abbreviated as COIN. In this thesis, I will ask: what …

The Evolution Of U.S. Geoeconomic Grand Strategy Toward China And South Korea’S Strategic Space: A Comparative Analysis Of Neomercantilist Types In The Trump And Biden Administrations, Hyungbo Kim

Dissertations, Theses, and Capstone Projects

This study examines the evolutionary trajectory of U.S. geoeconomic grand strategy toward China from the inauguration of the first Trump administration in 2017, through the Biden administration, to the second Trump administration launched in 2025, while exploring South Korea’s survival strategies in response. The findings confirm that U.S. foreign economic policy has radicalized into "Expanded Malevolent Neomercantilism," which moves beyond simple protectionism to weaponize global economic networks in the name of national security and exploit even allies.

According to the analysis, the U.S. progressed from the "Malevolent Neomercantilism" of Trump's first term, which focused on trade deficits, to the "Developmental …

Beyond The Veil Of Modernity: René Guénon, Prophet Of The Metapolitical Imaginary, Frederic Colier

Dissertations, Theses, and Capstone Projects

Heralded by some as one of the greatest intellectuals of the 20th century, French metaphysician René Guénon (1886-1951) is also the controversial father of Primordial Tradition, a metaphysics designed to remedy the decline of Western civilization. Guénon viewed the West in the grip of a prolonged cycle of degeneration. He sought to implement a pseudo-authoritarian spiritual reset that required a total rejection of its Western intellectual heritage and an embrace of Eastern doctrines.

Focusing on his landmark book The Crisis of the Modern World (1927), the dissertation examines how Guénon implemented his controversial reset. After outlining the religious, cultural, and …

Graduates Of The College Of The Holy Cross Naval Rotc Unit 1944-2026, Brendan J. O'Donnell

Naval Science Department

In 2016, the O’Callahan Society, in support of the Naval ROTC Unit at the College of the Holy Cross, published a history of the Unit which included statistics on the Navy and Marine Corps officers commissioned through the Unit since 1944. These statistics were largely based on a 2004 annual report submitted by the Unit (on file in the Navy Archives in Washington D. C.) and that report, in turn, built on a previous report that was prepared in 1990. These reports were combined with information from other Unit annual reports in the Navy Archives and from binders prepared by …

Teaching Peace Where Borders Divide: Interdisciplinary Praxis In A Criminal Justice Program, Lucas Espinoza

Criminal Justice Faculty Publications

This article describes a criminal justice senior-level undergraduate course, CRIJ 4350: Peace, Nonviolence, & Justice, at a Hispanic-serving institution known as the University of Texas Rio Grande Valley, in the U.S.-Mexico borderlands. The course centers five key frameworks: critical pedagogy, intersectionality, decolonial theory, restorative and transformative justice, and trauma-informed care, as this course departs from carceral models of justice education. Grounded in theory, literature, and research from criminal justice, criminology, peace and conflict studies, sociology, political science, ethics/philosophy, social justice, human rights, and critical pedagogy, the course centers student reflection from course evaluations, relationships, and experiences of a faculty member. …

“Megadeal” Subsidies, Local Spillovers And Corporate Innovation, Yoojin Lee, Shaphan Ng, Aruhn Venkat

Research Collection School Of Accountancy

We examine whether the largest place-based, firm-specific corporate subsidies (“Megadeals”) awarded by state and local governments affect local firms’ innovation. First, we document that 1) subsidy firms innovate in the subsidized county and 2) subsidy firms bring inventors from other counties into the subsidized county, consistent with subsidy firms generating new knowledge locally. In our main test, we use a stacked cohort design with stringent fixed effects to document that local firms increase patenting following a Megadeal. Cross-sectionally, effects are increasing 1) in subsidy firm innovativeness, 2) in the technological closeness of subsidy firms and local firms, 3) when subsidy …

Socioeconomic Inequalities In Health-Related Quality Of Life During The Covid-19 Pandemic: A Six-Country Comparison Using The Eq-5d-5 L, Joëlle Eijkens, Joshua M. Bonsel, You-Shan Feng, M. F. Bas Janssen, Erica I. Lubetkin, Juanita A. Haagsma

Publications and Research

Purpose

Despite the growing attention to health inequalities, there is no global consensus on how to measure socio-economic status. This study examined inequalities in health-related quality of life (HRQoL) during the early phase of the COVID-19 pandemic across six countries—China, Italy, the Netherlands, Sweden, the United Kingdom (UK), and the United States (US)—using three SES indicators: education level, income, and work status.

Methods

Between April and June 2020, individuals aged 18–75 years old completed a web-based survey. HRQoL was measured using the EQ-5D-5L Level Sum Score (LSS), where higher scores indicate poorer health. Country-specific differences in LSS across SES groups …

Transit Infrastructure And Neighborhood Change: The Impact Of The Q Train Expansion On Commercial Space Use In New York City's Upper East Side, Lily E. Levick

Quantitative Social Science Undergraduate Senior Theses

This paper examines the impact of the 2017 Second Avenue Subway expansion on commercial land uses on New York City’s Upper East Side. The research leverages quantitative models alongside qualitative personal experiences and literature to understand the relationship between infrastructure, space, and neighborhood change from a nuanced perspective. The results show that the studied area experienced a broad trend of de-commercialization between 2003 and 2025, and a simultaneous shift toward commercial zoning in areas closest to new subway stations. These findings encourage us to consider how mobility access is an important driver for change within neighborhoods and urban space, and …

Oregon Metro’S Regional Land Banking Site Selection Strategy, Margot Mcneely, Autumn Fluetsch, David Archuleta, Denise Torres, Dylan Giliberto, Rebekah Markillie

Master of Urban and Regional Planning Workshop Projects

Project Background

For over a decade, communities in the Portland metro area have been struggling under a mounting housing affordability crisis. These trends particularly affect Black, Indigenous, and other people of color as well as immigrants, seniors, veterans, and people with disabilities. Given these mounting challenges, the region has turned to Oregon Metro to intervene.

Metro is currently studying land banking as a tool for implementing its Regional Housing Coordination Strategy and promoting affordable housing development in the Portland metro region. While they have acquired numerous sites that have been successfully developed into affordable housing, they are looking to improve …

Preparing An Annotated Bibliography For A Criminal Justice Class, Fabiola Ceballos-Durham

Open Educational Resources

This assignment introduces students to the research process in criminal justice by requiring them to locate, evaluate, and annotate scholarly and credible sources related to their assigned topic. Through the use of library databases, web evaluation techniques, and APA citation style, students develop information literacy skills while identifying key findings, gaps, and areas of interest within the existing literature. The completed annotated bibliography serves as a foundation for the Final Term Research Project by helping students refine a research focus and begin building a reference base for future assignments.

Hallucinations And Hits: Generative Ai Patent Searching Performance, Pitfalls, And Library Best Practices, Aidan J. Whitlock, Denise A. Wetzel

Journal of the Patent and Trademark Resource Center Association

One of the most challenging aspects for inventors seeking to obtain a patent is conducting an effective preliminary prior art search. The process requires specialized skills and experience to assess the relevant information that many novice inventors do not possess. However, artificial intelligence (AI) tools and Large Language Models (LLMs) offer potential new ways of accessing legal and technical expertise. This study surveys five popular publicly available LLMs ability to aid in conducting a preliminary prior art search. A list of best practices and strategies for using AI tools to conduct preliminary patent searches are outlined at the conclusion of …

From Trade War To Green Transition: Optimal Electric Vehicle Tariffs With Revenue-Funded Subsidies, Panle Jia Barwick, Jack Collison, Pinelopi K. Goldberg, Shanjun Li, Yucheng Wang

Discussion Papers

We study the optimal design of trade and industrial policy when governments pursue environmental objectives alongside traditional national welfare. Motivated by the global transition to electric vehicles (EVs) and growing concerns about competitiveness, resilience, and the environment, we develop a framework in which policymakers choose tariffs and domestic production subsidies to maximize national welfare, defined as the sum of consumer surplus, domestic profits, environmental benefits, and tariff revenue net of subsidies. We combine a theoretical model of differentiated-product oligopoly with a structural demand model estimated using vehicle-level data from 13 countries during 2004-2023 that together account for the vast majority …

Investigating Individual And Group Level Mediators Of Fear Acquisition, Rachel S. Lese

Dissertations, Theses, and Capstone Projects

The ability to discriminate between cues predictive of threat vs. safety (fear acquisition) and subsequently update fear responding when contingencies change (fear extinction) is crucial to survival for all organisms. While these processes have been the subject of intense experimental scrutiny for several decades, most human fear learning studies have focused primarily on extinction learning and fear recovery processes, with less focus on fear acquisition itself. Indeed, researchers typically aim to minimize variability during fear acquisition in order to rule out differences in extinction being driven by variability during the initial learning phase. Thus, experimental protocols are often optimized to …

Building On Rented Land: An Interpretive Phenomenological Analysis Of Black Women’S Digital Homeplace-Building On Tiktok, Monica Thompson

Dissertations, Theses, and Capstone Projects

This interpretative phenomenological analysis (IPA) examined the lived experiences of seven Black women TikTok users, exploring how they describe and make meaning of TikTok as a space of digital expression amid algorithmic constraint and platform precarity. Grounded in Black Cyberfeminism, Critical Race Theory, and hooks’ (1990) homeplace theory, the study asked three questions: how Black women describe their use of TikTok; how they make meaning of the platform as a space of expression; and how they navigate platform instability, political threats, and content restrictions while maintaining authentic expression. Drawing on semi-structured Zoom interviews and analyzed using Smith et al.’s (2009) …

Reducing The Complexity Of The Experimental Design Attenuates Trait-Level Effects In Threat Safety Discrimination Learning, Justin M. Lazzarino

Dissertations, Theses, and Capstone Projects

Trait measures of negative emotionality have sometimes been shown to play a role in shaping threat learning, but findings are mixed. For example, Johnson et al (2023) showed that the inhibitory and prospective subscales of the Intolerance for Uncertainty Scale (IUS) were associated with diminished and enhanced threat-safety discrimination, respectively, during the acquisition phase of a Pavlovian fear conditioning task. This finding was subsequently replicated in an independent sample (Kinney-Petrucha, 2024, unpublished). However, these findings and other trait-level fear acquisition effects have not been consistently observed in the broader fear learning literature. Variation in the complexity of or uncertainty inherent …

Artificial Intelligence In Higher Education: A Snapshot In Time Of Faculty Perspectives And Institutional Adaptation, Alexander Levine

Journalism

The purpose of this research is to examine where higher education currently stands in relation to artificial intelligence, how it arrived at this moment, and where the future may be heading. More specifically, this study seeks to document a snapshot in time of how faculty members, university administrators, and educators perceive the role of artificial intelligence in higher education and how they believe it may shape the academic landscape moving forward.

By examining how artificial intelligence currently influences teaching, learning, and institutional decision-making, this study aims to create a record of perspectives during a period of rapid technological change. As …

Full Issue, Volume 21, Issue 2, Journal Of Youth Development

Journal of Youth Development

No abstract provided.

Lessons Learned: Helping Researchers Help The Intelligence Community, Sydney Rose Rothstein, Kristen Patel, Arthur Paul Pedersen

Public Administration - All Scholarship

The present paper argues that decades of debate have not established whether Analysis of Competing Hypotheses (ACH) works in intelligence analysis. Reviewing more than fifty English-language studies and commentaries from 2025 – 2026, it identifies only eight empirical, direct tests of ACH relevant to intelligence work, none of which demonstrates success or failure at improving analytic decision-making. It traces a conceptual error in these otherwise methodologically sound experiments to Richards J. Heuer Jr.’s 1999 Psychology of Intelligence Analysis: researchers conflated Heuer’s account of satisficing with confirmation bias and evaluated individual accuracy, belief change, or hypothesis ranking rather than whether …

Psychological Architecture: Evaluating The "Greenhouse Model" As A Structural Standard For Lgbtq+ Well-Being, Ava Lee

University Honors Theses

Traditional LGBTQ+ mental health frameworks often conceptualize psychological safety as a matter of individual endurance. This paper critiques this focus on adaptive resilience, which systematically shifts responsibility from institutions to individuals. To counter this, the study introduces "Psychological Architecture," a framework viewing social environments as constructed infrastructures that can either support or undermine queer well-being. The model contrasts performative "Glasshouses," which prioritize visibility over safety, with engineered "Greenhouses" that nurture sustainable safety through three sequential pillars: Authentic Representation (walls), Emotional Validation (insulation), and Vocal Activism (ventilation).

Grounded in the findings of a 2024 qualitative pilot study of a queer roller …

Meeting The Needs: Examining The Response To Houselessness In Portland, Or, Miguel Angel Lopez Paz

University Honors Theses

All across the nation, there is an affordable housing crisis that has led to many people losing their homes. In this paper, This paper examines the current response to ending unsheltered homelessness in Portland, Oregon, and the ways that this response impacts the people it is intended to serve. The current mayor, Keith Wilson, ran his campaign with a plan to expand the number of shelter beds available. This plan has had mixed results as some people have been able to benefit, while others choose not to access shelters for various reasons. Besides opening more shelters, the city has another …

Evaluation Of Neuroplastic Changes In Psychological Intervention And Contemporary Treatments Of Depression, Taylor Severance

Dissertations

Major depressive disorder is one of the most prevalent mental health disorders worldwide. There is a vast range of treatment options for depression, with varying levels of effectiveness. Recent treatments for depression have expanded, increasing alternative treatments, and it is unknown which treatments have the largest impact on depression. This research was designed to examine the treatments of depression, with a focus on psychotherapy and contemporary treatments such as ketamine, psilocybin, and transcranial magnetic stimulation. A literature review was conducted to assess treatment outcomes and neuroplastic changes in these interventions, as well as combinations of the interventions. Data were evaluated …

Youth Social And Emotional Development Through Sports: Skyhawks Insight, Jeremy Vincent, Michelle Van Beek

Journal of Youth Development

This study examines the impact of Skyhawks Sports Academy camps on youth participants’ social-emotional learning (SEL) competencies using an intrinsic case study approach incorporating both quantitative and qualitative methods. Quantitative data were gathered through SEL competency surveys and observations of coaches and qualitative data through semi-structured interviews with past and current Skyhawks coaches. A paired samples t-test analysis of the quantitative data revealed statistically significant changes in three SEL competencies: social awareness and self-management showed growth, while relationship skills declined. However, significant changes were not discovered in all categories; therefore, the null hypothesis was accepted. The observational data (scored using …

Investigating Potential Bias In Public Acceptance Of Restorative Justice: The Influence Of Situational And Offender Characteristics, Kiara Haynes

Student Theses

Restorative Justice has been an emerging justice mechanism in the U.S. since the 1970s that advocates are working to expand more widely throughout the justice system. Due to victims and the broader community of the offender being an integral part of the Restorative Justice process, it is critical to consider the general public's support of this novel justice mechanism, as well as the influence that social biases among the public may have on the experience of defendants going through the system. The study conducted examined the effect that social biases toward an offender's personal characteristics have on attitudes and opinions …

The Security Of Llm-Generated Code, Christopher Brian Gonzalez Ayala

Student Theses

The rapid adoption of Large Language Models (LLMs) in software development has transformed coding practices by enabling automated code generation, completion, and optimization. Despite these advantages, concerns persist regarding the security and reliability of LLM-generated code. This study presents a comprehensive evaluation of both the functional correctness and security of code produced by three prominent LLMs as of early 2026. A total of 4,800 code snippets were generated using 100 security-focused programming prompts derived from the OWASP Top 10:2025, translated across eight natural languages and two phrasing styles (literal and natural developer-oriented prompts). To assess performance, a multi-stage experimental framework …

Adversarial Robustness Of Perceptual Hashing Systems: A Unified Security Evaluation Framework, Avijit Roy

Student Theses

Social network platforms, child safety organizations, and image provenance systems use perceptual hashing to identify known child sexual abuse material (CSAM), support content moderation and reverse image search, and verify image integrity. Perceptual hashing works by producing similar fingerprints for visually similar images, even after common transformations such as compression, resizing, or minor brightness changes. This useful similarity-preserving property also creates an adversarial attack surface, as attackers can use AI-assisted or conventional image manipulation techniques to move a hash across a matching threshold while maintaining visual similarity, often without access to specialized hardware.

The security failures produced by adversarial attacks …