Public Policy Commons^™

A Policy Reversal As Structural Break: A Lesson From China’S Land Lease Financing For Infrastructure, Yilin Hou, Lin Li, Lei Shao

Center for Policy Research

Land-based revenues as a fiscal instrument to finance infrastructure tie public investment to real estate markets, where demand fluctuations cause fiscal consequences. This paper takes policy reversals as structural breaks and examines their impacts on infrastructure investment. We dissect China’s 2016 policy reversal that disallowed developers to finance land purchase with debt, causing sharp declines in local government land revenues, slashing their fiscal base for infrastructure investment. Using prefecture-level panel data and continuous difference-in-differences identification, we estimate the reversal reduced land-lease revenues by 55%. Two-stage least squares estimates suggest a 10% land-revenue decline translates into 6.6% investment reduction. Decomposing the …

Exploring The Impact Of Antidiscrimination Laws On Child-Welfare Workers Working With Lgbtq Foster Youth, Heather Kesterson

Walden Dissertations and Doctoral Studies

Lesbian, gay, bisexual, transgender, and queer/questioning (LGBTQ) youth are overrepresented in the foster care system and have unique needs compared to their peers. In the state of Virginia, there is an antidiscrimination policy that protects LGBTQ foster youth; however, it is unclear how this impacts child welfare workers. Past literature has explored the needs of LGBTQ youth, the experiences of foster parents, and policy implications, but not the impact of antidiscrimination laws on child welfare workers. The purpose of this generic qualitative study was to explore the understanding of child welfare workers’ knowledge, integration, training, and implications of Virginia’s antidiscrimination …

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.

A Historical Analysis Of The Squatter Settlements (Sukumbasi) In Nepal And The Role Of Smart Settlements, Keshav Bhattarai, Ambika P. Adhikari

Himalayan Research Papers Archive

In Nepal, landless populations can broadly be categorized into two groups: urban squatters and rural landless families. Each group can further be distinguished by its level of political connection and access to power.

Among urban squatters, politically connected groups often occupy open public spaces in cities with some degree of protection or tolerance from political parties. In contrast, less powerful urban squatters usually settle on public land because they cannot afford formal housing. These settlements are commonly located in unsafe or marginal areas, such as riverbanks, flood-prone zones, and unused public spaces. Despite these risks, many remain in urban areas …

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 …

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 Sparks To Insights: An Aggregate Analysis On Arson And Explosive Data Reporting Published By The Atf (2014-2024), Zahra A. Khan

Electronic Theses & Dissertations (2024 - present)

This thesis provides an aggregate assessment of arson and explosives incidents reported by the Bureau of Alcohol, Firearms, and Tobacco, from 2014 to 2024. This thesis is written to highlight trends, investigative outcomes, and evolving patterns of criminal activity. Analysis of the data reveals notable shifts in incident frequencies, data distributions, and case resolution rates. This suggests both emerging technologies and changing operational dynamics that have affected long-term trends in arson and explosive incidents. Variations in incident types and investigative outcomes underscore the interplay between law enforcement priorities, resource allocation, and reporting practices over the ten-year period. The study also …

Negotiating Quality: A Critical Discourse Analysis Of American Higher Education Policy, John A. Foisy

Electronic Theses & Dissertations (2024 - present)

This qualitative study examined how institutional quality is constructed, communicated, and negotiated through the accreditation process in U.S. higher education. Drawing on a multiple case study design, the research analyzed accreditation-related documents from eight institutions undergoing reaffirmation, including self-study reports, peer review team reports, Commission action letters, and institutional responses. The study was guided by three research questions: (a) What institutional signals of quality are evidenced in self-studies? (b) In what ways does the accreditation process represent a negotiation between accreditors and institutions? (c) What implied views of institutional quality emerge from accreditation discourse?

The study employed a multilayered analytical …