Digital Commons Network^™

Lived Experiences Of Black Girls In The City Of Richmond, Va, Nakeina E. Douglas-Glenn, Yali Pang, Charity Scott, Morgan Woodle, Craig Dearfield, Mariam Ai-Khafaji, T'Niyah Baylor, Faith Holmes, Jin Dorjderem, Rise

Research Institute for Social Equity

The VCU Research Institute for Social Equity (RISE) partnered with Girls For A Change (GFAC), a nonprofit youth development organization, to explore the lived experiences of Black girls in Richmond, Virginia. The report offers a comprehensive understanding of the lives of Black girls by working closely with them and their communities, including their guardians/parents and Black emerging adult women. The voices of Black girls and emerging adult Black women were heard directly through surveys and focus groups, and their parents and guardians provided further insights through interviews. This approach allows us to understand their lived experiences, individual strengths, and community …

Children Past Curfew: Surveillance, Resistance, And Childhood In Philippine Martial Law Children's Literature, Krisna Marie T. Balolong

Children's Literature (MA) Theses

This paper examines how two Philippine children's books depict state surveillance and its effects on a child's perspective of family, authority figures, and childhood. Through analysis of Augie Rivera's Isang Harding Papel and Sandra Nicole Roldan's At the School Gate, this project makes a connection between children's literature and surveillance studies, offering new framework to engage with children’s literature depicting authoritarian regimes and state violence, especially in cases where children were targets of their governments. Each book is examined by their representations of state surveillance during the Martial Law era of the Philippines, as well as each characters’ individual …

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 …

Cpaf In Focus Vol. 11 One On One : Reflections On Change And Impact, Michiko Karissa M. Buot, Johnnelda P. Cosep, Paulo C. Aquino, Therese Marie L. Quilnat, V. Bruce J. Tolentino, Agustin L. Arcenas, Samantha Geraldine G. De Los Santos, Guinevere T. Madlangbayan, Raizza F. Acuzar

IN FOCUS: Development & Governance

This volume of In Focus invites its readers to have a one-on-one with stories exploring how small acts of change can grow into waves of impact in governance and development -- From alumni who continue to excel beyond the university, to students recognized for academic achievements, to field notes from our research centers that ground theory in practice. We will also feature reflective think pieces from experts in governance and development, alongside an infographic highlighting the recently concluded ICGD4. At its core, the magazine asks its readers to reflect: how can individual acts of change create lasting impact? 

Editorial Team …

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 …

Deterrence Without Peace: Nuclear Weapons And The Rising Threshold Of Warfare, Catie Clarke

CISLA Senior Integrative Projects

Nuclear weapons fundamentally changed the international political landscape, leading to the emergence of deterrence theory and the notion of the Long Peace. This paper challenges these claims, arguing that nuclear weapons facilitated a more violent and volatile international system rather than stability. Drawing on constructivist theory, this paper develops the Threshold of Violence framework – a normative model which asserts that nuclear weapons elevated the perceived upper limit of tolerable violence in international politics. This raised threshold generated three trends in the nuclear era: increased frequency of proxy wars, escalating levels of benefactor involvement, and greater severity of conflicts fought …

Recommended Budget, Expenditures By Object And Funding By Source, Fiscal Year 2026-2027, Tennessee. Department Of Finance And Administration

Recommended Budget

In developing the Governor’s budget recommendation, the Division of Budget in the Department of Finance and Administration analyzes agency budget requests and prepares final recommendations at a lower level of detail.

Nh Ece 2026 Policy Data Infographic, Harshita Sarup, Jess Carson, Tyrus Parker

New Hampshire Early Care and Education Research Consortium

The NH ECE 2026 Policy Data infographic provides easy access to data describing and explaining the early care and education landscape in New Hampshire. Learn about Granite Staters' need for child care, the high prices that families face, the low wages earned by child care workers and high operating costs of care, and the economic toll of an uneven supply for the state. The infographic also offers suggestions for building a better system.

Maintaining Trust In Uncertain Times: Funding Pauses And The Ethical Cost To Community-Engaged Research, Brynn E. Sheehan

Department Psychiatry & Behavioral Science Faculty Publications

Federal funding pauses, once considered rare, are increasingly disrupting the stability and continuity of community‐engaged research. Even projects with active, awarded grants are experiencing the strain of funding uncertainty, raising substantive concerns among research teams and community partners. These disruptions extend beyond operational delays; they jeopardize the continuity of relationships developed through sustained, collaborative engagement. In the absence of clear information about a project's future, uncertainty undermines trust and challenges the ethical principles that guide human subjects research, particularly beneficence and justice. This paper draws on direct experience and insights from the broader field to examine the practical and ethical …

Natural Resource Rents And Energy Poverty Nexus In Next Eleven Economies, Muhammad Salah Uddin, Ayub Ali, Zobayer Ahmed, Md Nasir Uddin Sikdar, Ahsan Habib, Abdullah Elah Al-Mahde

Finance Faculty Publications

Energy poverty (EP) remains a persistent global challenge with important implications for economic development, public health, and social welfare. While natural resources, particularly oil and gas, are often viewed as key sources of energy access, their effectiveness in mitigating EP remains underexplored in emerging economies. This study examines the relationship between natural resource rents (NRR), specifically oil rents (OR) and natural gas rents (NGR), and energy poverty (EP) in the Next Eleven (N-11) countries from 2000 to 2020. The primary objective is to assess how NRR influences EP at various levels of poverty using the Method of Moments Quantile Regression …

Fiscal Decentralization, Foreign Capital, And Economic Development In Sub-Saharan Africa, Kwadwo D. Frempong

Theses and Dissertations--Public Policy and Administration

Economic development in Sub-Saharan Africa has been shaped by two transformative policy shifts: widespread fiscal decentralization reforms transferring revenue and expenditure authority to subnational governments, and the pursuit of foreign direct investment to supplement domestic capital. Despite the breadth of these reforms, their effectiveness in promoting sustainable economic development remains empirically contested. This dissertation examines three interconnected questions about fiscal governance and capital flows in Sub-Saharan Africa: what determines the extent to which governments decentralize fiscal authority; how county fiscal composition and revenue autonomy shape subnational economic performance; and how foreign direct investment interacts with domestic investment and growth.

The …

Implementing Impact Data Collection And Program Evaluation In A Nonprofit, Jamie Devellis

OTD Capstones

This doctoral capstone highlights a gap between data collection practices and nonprofits, which impacts participation rates of children experiencing poverty. This gap is an issue for nonprofits because stakeholders and donors are more likely to fund organizations that can provide impact data about their services. This capstone addresses that gap through creating and implementing data collection and program evaluation for a grassroots nonprofit that funds enrichment programs for children experiencing poverty in southeastern Massachusetts. Data collected found that the program has a positive effect on the children and families of whom they serve that surpass their main goal of building …

China's Economic Retaliation Against Norway After Liu Xiaobo's 2010 Nobel Peace Prize, Ian Murphy, Shaomin Li

Management Faculty Publications

This case study analyzes China's geoeconomic retaliation against Norway after the 2010 Nobel Peace Prize was awarded to Liu Xiaobo. China employed non-tariff barriers, diplomatic freezes, and restricted exchanges, severely impacting sectors like salmon exports. This occurred despite the Nobel Committee's independence from the Norwegian government. Although Norway's overall economic impact was mitigated by market adjustments, the six-year diplomatic freeze significantly influenced its human rights foreign policy. This case exemplifies China's strategic use of informal economic tools to punish and deter, showcasing the link between political sensitivities and economic leverage in international relations.

Between ‘Technology Futures’: How Standards Are Transforming Digital Trade, Craig Atkinson

Centre for Digital Law

Digital trade relies on technical standards. As information technologies advance, international digital standards make the technologies used in trade – or ‘tradetech’ – more interoperable, scalable, and secure.

A wide range of tradetech use cases depend on digital standards, including those for document formats, electronic signatures, digital identity, and cybersecurity. They also encompass system specifications for cross-border payments, electronic transferable records (ETRs), transportation/logistics, trade facilitation, and financial compliance.

Most digital standards are voluntary and are produced by international Standards Development Organisations (SDOs) alongside a growing number of industry-led consortia.

From Intention To Enactment: Action Planning And Habit Automaticity Distinguish Successful From Unsuccessful Intenders To Engage In Regular Leisure-Time Moderate-To-Vigorous Physical Activity, Yaogang Han, Yubing Wang, Pan Li, Binn Zhang

Human Movement Studies & Special Education Faculty Publications

University students often intend to exercise regularly but fail to translate intention into action. The present study tested which post-intentional processes distinguish successful from unsuccessful intenders in self-reported regular leisure-time moderate-to-vigorous physical activity (MVPA) enactment. Chinese undergraduates from 10 universities completed a three-wave survey administered at roughly two-week intervals. Habit automaticity was assessed at Wave 1, intention together with action planning and coping planning at Wave 2, and self-reported regular-exercise status at Wave 3. Because the dependent variable was assessed using a single stage-based self-report item, the findings should be interpreted as explaining self-reported regular-exercise status rather than objectively measured …

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 …

Beyond The Meter: Frameworks For Evaluating The Broad Spectrum Of Microgrid Benefits, Elias Henderson

Cal Poly Humboldt theses and projects

Community-scale microgrids can create a range of social benefits. These include resilient electricity, cleaner air, decarbonization, and economic development, alongside more qualitative values like energy sovereignty and community self-determination. Many such benefits, however, are illegible to California’s market and regulatory frameworks. This thesis traces this disconnect, with particular attention to grid-edge communities in Northern California.

Microgrid benefits are classified as monetized, modeled, or incommensurable according to their inclusion/exclusion in existing regulatory and revenue mechanisms. To explore each category, a mixed-methods analytic approach is employed, pairing Tribal and stakeholder interviews with the development of a microgrid valuation calculator. This tool is …

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 …

The Economics Of Accountability: Learning From German Holocaust Reparations, Grace I. Gates

Scripps Senior Theses

Drawing on microdata from the Survey of Health, Aging, and Retirement in Europe, this study compares European Holocaust survivors who received reparations with similar Europeans who did not. It finds that, decades on, recipients are not systematically better or worse off on core outcomes like life satisfaction, savings, and debt. This is consistent with the argument that reparations restore parity rather than create new advantages. Where differences emerge, they point to stabilization in more vulnerable settings (e.g., lower likelihood of high debt in parts of Eastern Europe). The main takeaway from effective reparations is applicable to the United States debate: …

Scanning Electron Microscopy As A Potential Tool For Distinguishing Charcoal From Dark, Oxidized, Biomass, João Vitor Dos Santos, Aleksandar I. Goranov, Lais Gomes Fregolente, Joao Marcos De Lima-Faria, Diego Stefani Teodoro Martinez, Patrick G. Hatcher

Chemistry & Biochemistry Faculty Publications

Condensed aromatic carbon (ConAC) is widely used as a proxy for organic materials derived from biomass burning. However, recent evidence shows that ConAC can be also formed through nonpyrogenic oxidative processes. This study presents a proof-of-concept investigation using scanning electron microscopy (SEM) to distinguish charcoal from dark, ConAC-rich materials produced by ambient oxidation of biomass. Pine wood exposed to long-term iron-mediated oxidation was compared with unaltered wood and a controlled laboratory-generated charcoal reference. Conventional geochemical analytical methods, including benzenepoly(carboxylic acid) (BPCA) analysis, Fourier transform–ion cyclotron resonance–mass spectrometry (FT-ICR-MS), solid-state 13C nuclear magnetic resonance (NMR) spectroscopy, and elemental analysis, confirmed substantial …

Understanding Resilience In Children In Out-Of-Home Care: Using Person-Centered Health Services Research, Hyeeun K. Shin

Theses and Dissertations--Health Services Research (HSR)

Adverse childhood experiences (ACEs), which refer to exposure to traumatic life events before age 18, and instability in caregiving experiences contribute to poor physical, mental, behavioral, and developmental health outcomes for both children and adults. Previous research shows that these experiences can have negative effects both in the short term and throughout a person’s life. However, children’s strengths, which are the internal and external assets that support their development, can help protect against the impact of ACEs. Effective parenting, positive social support, and self-regulation skills are essential factors that build resilience, helping individuals adapt to challenges that may affect their …

From Coverage To Care: Evaluating The Effects Of Aca Medicaid Expansion On Birth Outcomes, Bailey R. Lengfelder

Economics Honors Projects

I examine the impact of the Affordable Care Act’s Medicaid expansion on maternal and fetal health outcomes using National Center for Health Statistics Natality data from 2006 to 2023. I exploit staggered state adoption as a quasi-experiment, and the staggered differences-in-differences estimates indicate an increase in the share of Medicaid births but broadly no impact on maternal prenatal care, maternal health, and fetal health. The absence of statistically significant effects is consistent across heterogeneity groups. These null findings indicate that expanded insurance access through the Affordable Care Act may be insufficient to improve health outcomes. I do find a statistically …

'I Want To Learn Biology And Preserve My Culture' Testing The Efficacy Of A Culturally Relevant And Context Specific Approach, Umar Adam, Musa Adekunle Ayanwale, Hafsat Mustapha, Sakibu Olajide Saibu, Tunde Owolabi, Adekunle Ibrahim Oladejo

Teaching & Learning Faculty Publications

Background

The dominance of Western-inspired teaching methods and instructional materials has contributed to cultural erosion in African schools. In response, increasing attention has been directed toward culturally responsive approaches to decolonising science education. One such approach is the Culturo-Techno-Contextual Approach (CTCA), which enables African students to conceptualize science as culturally embedded knowledge, integrated into their everyday experiences and practically relevant to their lived realities.

Purpose

This study examined the potency of the CTCA in enhancing students' achievement in the biology topic of variation, which is widely regarded as conceptually challenging.

Sample

The study involved 105 Senior Secondary II students from …

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.

"What Does It Mean If I Am Silent?”: Bipoc And Lgbtq+ Educators’ Narratives Of Identity, Responsibility, And Student Protection, Julie Nicole Von Stein

Theses, Dissertations and Capstones

This qualitative study examined how BIPOC and LGBTQ+ educators describe their experiences navigating curriculum restrictions and book bans in politically restrictive educational environments, their perceptions of administrator support, and how their identities uniquely shape their decisions about resistance and risk. Grounded in Scott’s theory of everyday resistance, the study explored the ways BIPOC and LGBTQ+ educators make decisions about resistance when curricular content connected to race, gender, sexuality, and marginalized identities is challenged or restricted. Data were collected through semi-structured interviews with educators who identify as BIPOC and/or LGBTQ+, allowing participants to describe their experiences, decision-making processes, perceived risks, and …

Understanding Child Welfare, Richard P. Barth, Jill Duerr Berrick, Melissa Jonson-Reid, Antonio R. Garcia, Johanna Greeson, John Gyourko, Brett Drake

Faculty Scholarship

This volume provides a foundational overview of the means by which the United States (and, to a more limited extent in coverage, other peer nations) endeavor to protect children from child maltreatment and related harms. Readers will be exposed to the best evidence available on the ways that child welfare and ancillary services operate and the results they achieve. This entails a comprehensive review of recent scholarship on scores of child welfare topics.

Feeding Missoula: Food Insecurity In Rural Children And Youth, Chani Brammer, Braelee Cheeks, Jordin Holland, Rayne Mccollough, Laurel Palmer, Therese Solomon

Undergraduate Theses, Professional Papers, and Capstone Artifacts

In Montana, approximately one in seven children live in a food-insecure household, with rural Montanans in particular facing significant barriers. Existing needs-based food assistance programs, such as SNAP and WIC, have structural weaknesses: SNAP benefits are often not sufficient to last through the month, and those eligible for these programs face a confusing application process, shame and stigma, and logistical hurdles, such as limited transportation.

“Feeding Missoula” began with an evaluation of how current food assistance programs met or failed to meet the needs of rural youth. Our methodology integrated a comprehensive review of existing literature and structured interviews with …

The Judicial Containment Of Adivasi Rights Across India's Mineral Belt, Sajni S. Sheth-Voss

Scripps Senior Theses

This thesis examines how Adivasi resistance to mining-induced dispossession across India’s mineral belt is increasingly channeled into the judiciary, arguing that this shift functions as a mechanism of containment rather than a pathway to justice. Despite a robust legal framework designed to protect Adivasi land and consent rights, systematic non-enforcement and political closure have hollowed out policy and electoral channels, pushing communities into litigation as a last resort. Drawing on scholarship in political economy, legal studies, and political ecology, alongside primary sources including court documents and activist statements, this study follows how disputes move across institutions and are ultimately reshaped …

Plastic Waste Imports & Coastal Litter: Evidence From Citizen Science Data, Rebecca L.C. Taylor, Hebe Williams, Shan Zhang

Economics Faculty Publications

Plastic waste is an internationally traded commodity, where importing countries recycle plastic waste into usable materials. However, there are concerns that the importation process creates plastic litter - a negative externality - in importing countries. While this concern has received much media and policy attention, quantifying the magnitude of this externality has been hindered by a lack of data on plastic litter across countries and over time. To this end, we use unconventional citizen science data on litter from Ocean Conservancy's International Coastal Cleanup, together with the United Nations Comtrade Database, to estimate the correlation between traded plastic waste and …