Public Policy Commons^™

A Caregiver’S Perspective Of Caring For Children With Intellectual Disabilities, Lajoy Johnson Law

Walden Dissertations and Doctoral Studies

Current estimates reported by the National Institute of Health suggest that between 1.4 and 2.2 million children in the United States have some form of intellectual disability. These children need caregivers, yet in the literature there is a lack of studies focusing on the experiences of caregivers raising children with intellectual disabilities. Further, there is a lack of public policies and programs for Washington, D.C. caregivers. The purpose of this general qualitative study was to explore the lived experiences of these caregivers in Washington, D.C. and to identify what policies, programs, and services are needed to support them. Guided by …

Forecasting Budget Requirement For Indonesian Arms Modernisation With International Cost Escalation (Ice), Curie Maharani, Reyhan Noor, Sandy J. Pratama, Ganesh A. Wicaksono

Global: Jurnal Politik Internasional

In 2021, the question "How much is enough" emerged in national debate following the plan of the then Indonesian Defence Minister, Prabowo Subianto, to allocate 1.7 quadrillion Rupiah for military modernisation from 2020 to 2045. This article follows up on this debate by recommending a budget forecasting model for the weapons acquisition requirements of the Indonesian National Defence Forces (TNI) during the period 2025 to 2044. The model is built by considering International Cost Escalation (ICE), which is the increase in the unit cost of successive generations of similar weapons, causing a steady increase in the price of weapons systems …

Symbolic Reform Or Substantive Change? The Effect Of Body-Worn Camera Implementation On Lethal Use-Of-Force In Missouri, Sophia A. Tuncer

CMC Senior Theses

This thesis investigates whether body-worn cameras reduce lethal use-of-force among police departments in Missouri. Aggregating data from the Bureau of Justice Statistics and Mapping Police Violence, I create a panel of 188 cities in Missouri, with and without body-worn camera adoption. The OLS and Poisson regression results show that body-worn cameras do not have a significant effect on lethal use-of-force in the short run, but that the technology does significantly lower lethal use-of-force in the medium run.

Leadership And Creative Placemaking In Central Appalachia: Morehead, Kentucky, Toni C. Hobbs

Theses and Dissertations--Arts Administration

In rural Appalachia, longstanding patterns of extractive economic development, coupled with limited public investment and uneven institutional support, have contributed to persistent economic stagnation and a diminished sense of pride among residents. These conditions reflect deeper structural challenges, including economies shaped by resource extraction and external control. Addressing these conditions is critical to fostering economic growth, promoting cultural heritage, and enhancing overall well-being in the region. By cultivating resilient communities, leaders can create environments in which both the economy and local pride can thrive, contributing to a more prosperous and unified Appalachian region.

This study investigates the organizational and leadership …

Domestic Worker Abuse Among Diplomatic Force: The Need To Enhance Communication For Domestic Worker Safety, Martyne A. Volcy

Theses and Dissertations

This study investigates patterns of domestic worker abuse in the working relationship between a foreign migrant domestic worker and their diplomat employer. This study focuses on the role of communication as a protection for domestic worker safety. The aim of this research is to explore the unique employer-employee relationship between a domestic worker and diplomat, and whether there are safeguards in place that allow for the domestic worker to perform their duties, without circumstances of domestic worker abuse. This study examines the relationships between communication, knowledge, and power within the system of Diplomacy through the lens of domestic employees alleging …

Digital Redlining In The Smart City: Artificial Intelligence, Housing Law, And Structural Urban Inequality, Spurthi Nrusimhadevara

Undergraduate Scholarship and Creative Works

Artificial intelligence is increasingly used in urban housing systems, where it shapes decisions about tenant screening, rent pricing, lending, zoning, and neighborhood investment. Although these tools are often promoted as efficient and impartial, they frequently rely on historical data that reflect racial, economic, and spatial inequality. As a result, AI systems can reproduce discriminatory outcomes even when protected characteristics are not directly used. This paper examines digital redlining in the smart city and argues that algorithmic housing tools mirror long standing structural inequities that raise significant concerns under fair housing and civil rights law. It evaluates how automated screening, predictive …

Localized Air Pollution Impacts From Data Centers In Northern Virginia, Damian Pitt, Ivan Suen, Ellie Plisko

Institute for Sustainable Energy and Environment Publications and Presentations

This report examins the extent of air pollution emissions resulting from the use of backup generators at data centers in Northern Virginia, including both actual current emissions and potential future emissions, and how those emissions totals compare to other sources of air pollution in the Northern Virginia region. It also examines how exposure to data center emissions correlates with demographic characteristics such as race, income, and education.

We while the air pollution emissions from individual data centers is minor, the collective impact from the 100+ such facilities in the Northern Virginia region is significant. Notably, the cumulative emissions exposure in …

Computational Clinical Judgment: Predicting Risk With Large Language Models, Hannah Laqueur, Ryan W. Copus

Faculty Works

For seventy years, research has shown actuarial methods outperform clinical judgment. Yet actuarial approaches have limitations: they generally rely on structured data; cannot exploit rare case-specific details; have limited accuracy where outcome data are scarce or incomplete; and cannot offer case-level justifications. Large language models (LLMs) offer a different approach. Like actuarial methods, they aggregate information algorithmically, but like clinicians, they bring general knowledge and can provide case-level justifications. We prompted seven LLMs to assess rearrest risk from 113 parole hearing transcripts and compared their predictions to a machine learning model trained on 4,000 cases with 91 administrative variables. GPT-5 …

Digital Diplomacy And Activism: Sustaining Institutional Legacy Through State-Proxy Discursive Competition In The Aftermath Of The Usaid 2025 Suspension, Maryam Alaa Elprince

Capstone and Graduation Projects

This study examines how the 2025 suspension of the United States Agency for International Development (USAID) transformed the arena of U.S. foreign-aid diplomacy by eliminating the agency’s operational capacity and erasing its digital presence, thereby redistributing discursive authority across a fragmented communicative field. The research aims to determine how diplomacy adapts when a bilateral institution central to American soft power is dismantled through top-down decision, and whether discursive power exercised online can extend institutional relevance and legitimacy beyond structural collapse. Using an interpretivist qualitative design that combines digital-forensic reconstruction, document-based content analysis, and elite interviews  with top ranking officials, the …

Institutional Reform In Support Of Xi’S Anti-Corruption Campaign, Rixin Wen

CGU Theses & Dissertations

Corruption remains a pervasive challenge that distorts markets, undermines public service delivery, destabilizes social order, and erodes governmental legitimacy. In China, anti-corruption has been a recurring policy priority since 1949, culminating in Xi Jinping’s sweeping campaign launched in late 2012. Conceptualizing corruption through a principal–agent framework, this dissertation argues Xi Jinping’s anti-corruption campaign represents not merely an institutional inflection point in China’s supervisory architecture substantially enhancing enforcement capacity and elite discipline, but also the enforcement–perception interactive change, reproducing an asymmetry between punishment and public perception under the unvarying political foundation. This study employs a multi-method research design that integrates institutional …

Stitched In Precarity: Labor Exploitation, Immigration Policy, And Resistance In The L.A Garment Industry, Reyna Guadalupe Silva Carrillo

Scripps Senior Theses

Los Angeles hosts one of the largest garment manufacturing industries in the U.S., built on the labor of undocumented immigrants who often work under exploitative and unsafe conditions. This paper explores how the intersection of broken labor laws and punitive immigration enforcement creates systemic vulnerability for these workers. Despite recent reforms—such as California’s SB 62, which bans piece-rate wages and holds brands accountable—enforcement remains weak, and wage theft continues to persist. State-level protections for undocumented immigrants clash with federal policies that prioritize detention and deportation, leaving workers in a state of constant precarity. While grassroots movements have secured important legislative …

Stacked Risks, Unequal Returns: Stratified Risk Allocation In Housing And Higher Education, Regina M. Lewis

University of Kentucky Doctoral Dissertations

In the United States, public policy does more than distribute resources. It distributes risk. The same policy can create profoundly different consequences for different people because policies operate on landscapes shaped by generations of unequal investment and opportunity.

To explore this process, I introduce the Stratified Risk Allocation (SRA) Framework to demonstrate how facially neutral policies reproduce inequality by allocating risk across populations with unequal capacity to absorb it. Drawing on risk society theory, historical institutionalism, critical race theory, intersectionality, and stratification economics, the SRA framework distinguishes between Exposure, the likelihood of encountering policy-generated risk, and Capacity, the resources available …

Brief #1: Collaborative Aggregation & Marketing Of Local Farm Food: A Qualitative Analysis Of Farmers' Collaboration Strategies, Evan England, Rachel Filippone, Hannah Stokes-Ramos, Cindy (Luyue) Zheng, Olivia Burton, Analena Bruce

Food Practice Research

This report presents research findings from a comparative case study of four Collaborative Aggregation and Marketing Models: Local Harvest, a cooperative non-profit, farmer-owned, and certified organic CSA, Three River Farmers Alliance, an online food hub and regional distributor, Vernon Family Farm Store, an on-farm, year-round store that aggregates from local farms, and Fresh Start Farms, a food hub, farmers’ market, and CSA operated by the nonprofit Organization for Refugee and Immigrant Success.

Private Money, Public Risk: Why Florida’S Sb 178 Undermines Equity, Ethics, And Accountability In K–12 Athletics, Delante Clark

Graduate Scholarship and Creative Works

This paper critically evaluates Florida Senate Bill 178, which would require the Florida High School Athletic Association to adopt bylaws allowing coaches to use personal funds to support student athletes, once reported and presumed not to be an impermissible benefit. While the bill is framed to help students who lack essential items, it introduces serious structural risks that outweigh its intended benefits. By relying on private contributions within a public educational system, SB 178 threatens equity, transparency, and ethical governance.

The bill encourages uneven financial assistance that varies based on a coach’s personal means and the socioeconomic conditions of individual …

The Attention Safeguard Models: Governing Digital Harm Without Restricting Lawful Speech, Delante Clark

Graduate Scholarship and Creative Works

Digital platforms increasingly govern contemporary social, civic, and psychological life through systems optimized for attention capture, amplification, and monetization. While lawful expression remains protected under the First Amendment, the infrastructural mechanisms that determine how speech circulates have produced a range of attention‑based harms, including cyberbullying, engagement farming, compulsive doom scrolling, emotional dysregulation, and civic polarization. This research paper introduces the Attentional Safeguards Model (ASM), coined and formalized by Delante Clark, as a novel governance framework that mitigates such harms by regulating systems of amplification rather than restricting expression itself. Building on attention economy theory, technological mediation, constitutional free‑speech doctrine, …

Revenge Of The Interceptors? The Dod, Congress, And The Return Of Space-Based Missile Defense During Trump 45, Chad Mcelroy

CMC Senior Theses

The initiation of the Golden Dome for America program has brought space-based missile defense (SBMD) to the forefront of American national security policy and rekindled debates that had laid dormant since the administration of President Ronald Reagan. How, forty-two years after President Reagan first proposed the Strategic Defense Initiative, did SBMD return as a national priority? In lieu of public information about the ongoing Golden Dome initiative, this thesis explores the first Trump administration, otherwise known as Trump 45, in order to analyze the development of SBMD proposals by its proponents in Congress and the Department of Defense. I used …

From Global Norms To Local Implementation: The Sendai Framework, Disaster Risk Reduction, And Human Rights In The United States, Madelyn Schutte

Theses and Dissertations

This study examines the extent to which the Sendai Framework for Disaster Risk Reduction and a human rights-based approach (HRBA) are reflected in local level hazard mitigation plans in the United States. This study utilizes a directed qualitative content analysis of a local hazard mitigation plan, using McLean County, Illinois, as a single case study. The Sendai Framework and a HRBA are moderately reflected in McLean County’s hazard mitigation plan, with the most significant omission being a comprehensive discussion of the disproportionate risks faced by vulnerable populations. The results indicate that FEMA guidelines for hazard mitigation plans likely do not …

Who Gets To Stay? Selective Compliance, Local Power, And The Politics In San Juan Capistrano, Daniel Fernández

CMC Senior Theses

This thesis examines how California cities can satisfy state housing mandates while systematically under producing affordable housing. Using San Juan Capistrano as a case study, it documents a pattern of selective compliance. That is, a formal planning obligations are met while local governance tools, place-based identity, and discretionary processes that consistently filter housing outcome towards market-rate development and away from lower-income production. The findings suggest that closing California's affordability gap requires enforcement tools capable of reaching beyond formal planning compliance to address the governance mechanisms that shape what actually gets built.

Understanding The Flow: Deconstructing The Link Between Immigrants And Fentanyl, Madeline F. Nesbitt

CMC Senior Theses

This thesis explains how a false link between undocumented immigration and fentanyl becomes widely accepted in the United States. Empirical data show that most fentanyl enters through legal ports of entry and that U.S. citizens account for the majority of those caught transporting it. Why, then, do 41% of Americans attribute overdose deaths to migrants trafficking fentanyl? This project examines how this myth is built, repeated, and sustained, and what policy consequences follow from it.

When complex social problems lack clear culprits, political actors often manufacture them through scapegoating. Current literature documents how political actors link immigrants to drug crimes, …

From Statute To Classroom: The Implementation Gap In California's Queer-Relevant Sex Education Policy, Alejandro Quiroz-Novela

CMC Senior Theses

This thesis examines why strong sex education laws do not reliably translate into consistent classroom experiences for LGBTQ+ students. Using a qualitative single-case study of California, it traces the evolution from SB 71 (2003) to the California Healthy Youth Act (CHYA) (2016) and analyzes how mandates move through a decentralized governance chain. Drawing on statutes, legislative records, state guidance, curriculum review tools, advocacy reports, media accounts, and public indicators, the study focuses on implementation mechanisms rather than estimating causal health effects. Three findings emerge: CHYA sets a clear legal floor but is difficult to verify at scale; district discretion and …