Digital Commons Network^™

Transportation Law’S Congestion Problem, Sara C. Bronin

GW Law Faculty Publications & Other Works

Transportation law has a congestion problem: our federalist system of government allows federal and state actors to stymie innovative, locally driven projects that aim to reduce driving. This problem is illustrated in the decades-long legal battles over New York City’s plan to impose “congestion pricing” to toll drivers entering certain parts of Manhattan. Overcoming grandstanding elected officials, lawsuits resting on state and federal supremacy, and even a federal legislative override, congestion pricing was finally launched in January 2025. New Yorkers and suburbanites alike almost immediately started benefiting from cleaner air, faster commutes, safer roads, and increased economic activity and productivity—plus …

Information Regulation As Antidiscrimination, Naomi Schoenbaum

GW Law Faculty Publications & Other Works

Employment discrimination law is under sustained retrenchment, nowhere more so than in hiring, the gateway to work and the foundation of equal employment opportunity. A recent executive order declared the disparate impact theory—a key doctrine of hiring equality—unconstitutional and barred its use by the federal government. The Supreme Court’s curtailment of race-conscious admissions has cast serious doubt on the future of affirmative action in employment. Enforcement agencies have redirected their efforts, abandoning disparate impact suits, scrutinizing employers’ diversity initiatives, and soliciting claims by white men. These developments further weaken a regime that has long struggled to redress discrimination at the …

Taking Stock Of Comparative Law Teaching In U.S. Legal Education, Francesca Bignami, Irene Calboli

GW Law Faculty Publications & Other Works

For over 25 years, U.S. law schools have sought to globalize their curricula, reflecting the increasing interconnectedness and international scope of legal practice. Although there have been efforts to take stock of the impact of globalization on law schools, the vast majority have focused on international law, not comparative law. This U.S. National Report, written for the International Academy of Comparative Law’s 2026 Congress, fills the knowledge gap. In summer and fall 2024, we conducted a survey that examined course offerings, requirements, and opportunities for JD students. The survey was supplemented by interviews and a literature review of law schools …

Selective Prosecution In The Age Of Trump: The Presumption Of Regularity Problem, Cynthia Lee

GW Law Faculty Publications & Other Works

After taking office for the second time in January 2025, President Donald J. Trump repeatedly and openly called for then-U.S. Attorney General Pam Bondi and the Department of Justice, which she led, to investigate and prosecute Trump’s perceived enemies. At the same time, several of Trump’s current and former cabinet members, who allegedly had committed similar or worse criminal acts, were not prosecuted, raising concerns that the Department of Justice is not administering justice fairly.

Even though the prosecutor’s charging discretion is broad, it is not supposed to be unfettered. One way that prosecutorial charging discretion can be checked is …

Eng 2100 - Writing 1 - Writing As Being, Jonathan Toro

Open Educational Resources

This is an Open Educational Resources (OER) syllabus for ENG 2100 - Writing 1 - Writing as Being. In this course, students will examine how their identities and communities shape their understanding of themselves and the world around them—how it affects the way they move and think in the spaces they occupy. Through the usage of personal narrative and critical writing, the students will study how language, culture, community, and socio-historical contexts influence their ways of knowing and being. Then, they will utilize these influences—the very systems that affect them in tremendous ways—to write themselves into being.  All course materials, …

Spn 316, Introduction To Hispanic Linguistics, Bernardita Chaigneau Castro

Open Educational Resources

The present syllabus includes the structure for an Introduction to Hispanic Linguistics class. The topics range from basic concepts in linguistics to the specific study of Spanish in the United States. The syllabus also includes different Open Access Resources in Spanish, as the class was thought to be taught mainly in Spanish.

Syllabus Itl 112: Basic Italian I, Chiara Caputi

Open Educational Resources

This is a syllabus for Basic Italian I (ITL 112) taught at the College of Staten Island during the Fall 2026 semester. This course teaches students about reading, writing, speaking and listening in Italian.

Topic Modeling The Cuny Graduate Center's Dissertations And Theses, Michael Mandiberg

Open Educational Resources

This 4 week module is designed for Data Analysis, Data Visualization, and Digital Humanities courses at the MA/MS or advanced 400-level undergraduate level. It introduces students to textual analysis with topic modeling and requires a solid foundation in Python. The module uses Gensim and a Colab notebook to introduce a standard text analysis workflow used in Digital Humanities, archival research, and exploratory data analysis.

Students build a topic model describing 19,000 CUNY Graduate Center dissertations and theses. They work with an unexplored dataset to load and explore the data, prepare the corpus, train and evaluate a topic model, and interpret, …

Volume 26, Issue 2 Front Matter

Minnesota Journal of Law, Science & Technology

No abstract provided.

Hey! System! Leave Them Kids Alone: A Justification Of Minnesota’S ‘Raise The Age’ Law, Violet Butler

Minnesota Journal of Law, Science & Technology

No abstract provided.

The Right To Share: Affording Americans Meaningful Control Over Their Data, Kevin Frazier

Minnesota Journal of Law, Science & Technology

Americans today face unprecedented opportunities to leverage their personal data for health, education, and economic benefit; yet state and federal privacy laws increasingly restrict their ability to do so. This Article argues that the prevailing regulatory paradigm—rooted in paternalism, behavioral assumptions, and a deep distrust of both firms and individuals— has produced a system that paradoxically denies people meaningful control over their own information. As artificial intelligence tools grow more capable, the inability of individuals to share data freely threatens to entrench inequities, concentrate access to high-quality AI systems among the wealthy, and accelerate the formation of an “AI abyss” …

You'll Loan Nothing And Be Happy, Becky Chambers

Minnesota Journal of Law, Science & Technology

Digital lending of eBooks offers flexibility to patrons, but it also exacerbates the existential threats libraries face. Libraries cannot own eBooks—they can only license and lend them on publishers’ terms—which means libraries are paying more for less. This is known as the “digital lending problem.” Access to older books is even more limited, as publishers and copyright holders rarely offer them as eBooks, creating the “20th century book problem.” These problems are chilling libraries’ creative approaches to digital lending and are further exacerbated by the Trump Administration’s attacks on libraries and the continuing effects of the COVID-19 pandemic. These developments …

Trends In Pharmaceutical Patent Settlements Since Actavis And Private Plaintiffs' Causation Requirement, Kelly Lear Nordby

Minnesota Journal of Law, Science & Technology

In January 2025, the U.S. Federal Trade Commission (FTC) reported that a new form of “possible compensation” from brand drug manufacturers to generic (or biosimilar) manufacturers, specifically “quantity restrictions,” has become “increasingly prevalent” in pharmaceutical patent settlement agreements filed with FTC under the Medicare Prescription Drug, Improvement, and Modernization Act of 2003. As the FTC noted, “quantity restrictions” may reduce the settling firm’s incentives to compete, resulting in supracompetitive prices for the brand and generic drug. This article summarizes trends in pharmaceutical patent settlement agreements and reverse-payment antitrust litigation since the Supreme Court’s landmark decision in FTC v. Actavis. Focusing …

Parental Beliefs And Behaviors Surrounding Childhood Vaccination, Kamara Braylock, Caitlin Davis, Avery Huff, Alex Springer

MSN Research Projects

Parental hesitancy toward childhood vaccinations continues to present challenges for healthcare providers, public health agencies, and communities striving to protect children from preventable diseases. This project explored the factors that influence parents' decisions about vaccinating their children, using Rosenstock's Health Belief Model (HBM) as the guiding theoretical framework. A review of the literature indicated that vaccine hesitancy rarely stems from a single cause; rather, it reflects a combination of concerns, including fear of side effects, mistrust in the healthcare system, inconsistent information, cultural influences, and varying levels of confidence in medical recommendations. A quantitative, cross-sectional survey design was used to …

Being &Becoming, Valeentina Rodrigues Da Rocha

Grado en Diseño de Moda

Actualmente, vivimos la moda desde ciclos productivos acelerados e industrializados, siendo cada vez más difícil volver a lo imperecedero. Las casas de moda, que antes actuaban con ritmos calmados, se encuentran operando bajo un calendario acelerado, presentando de 4 a 6 colecciones anuales. Contribuyendo a la pérdida de valor del tiempo, el saber hacer y la creatividad. En sus colecciones comerciales cada vez vemos menos atención en la construcción de las prendas, y a más aún en sus materiales y acabados. Este proyecto tiene como objetivo analizar y reinterpretar las técnicas constructivas de la Alta Costura. Se pretende aprender y …

Cuns27. La Identidad Afroeuropea, Sofía Manuela Adon Cuns

Grado en Diseño de Moda

Una colección conceptual, concebida para hombre y mujer, que dialoga por la estética y su producción entre Costa de Marfil y España. Se realizará una investigación de técnicas artesanales, materiales y siluetas tradicionales de ambas culturas. A partir de este estudio, se realizará una reinterpretación contemporánea que integrará dichos elementos en un lenguaje estilístico vinculado al streetwear. De esta manera, se busca desarrollar un lenguaje de diseño único que trascienda fronteras y temporalidades a través del análisis crítico de los cánones estéticos eurocéntricos y culminando en la creación de una colección que emplea procesos sostenibles y materiales reciclados, sirviendo esta …

Lgbtq People's Experiences With Crime, Victimization, And The Criminal Legal System, Vanessa R. Panfil

Sociology & Criminal Justice Faculty Publications

The ebb and flow of social control efforts aimed at LGBTQ people necessitate a thorough investigation into their experiences. This review of the literature is organized around four key themes that characterize LGBTQ people's experiences with crime, criminalization, victimization, and the criminal legal system—including police, courts, and carceral facilities. LGBTQ people experience excessive rates of arrest and incarceration and have higher rates of victimization, which illustrate disproportionality. Their experiences differ from those of their cisgender and heterosexual counterparts and are conditioned by age, race, class, gender, and sexual orientation, illustrating intersectionality. The two primary, interrelated mechanisms driving LGBTQ criminalization and …

Revisiting The Rural Folk Devil: Rural 'Othering' And The Connections Between Media Stereotypes And Rural Issues, Brooke Baker, Ida L. Oesteraas, Stephen T. Young, Elizabeth Monk-Turner

Sociology & Criminal Justice Faculty Publications

The current study is a discourse analysis investigating anti-idyllic cinematic representations, specifically in the horror genre, of rural people, places, and cultures. Findings reveal that anti-idyllic images and discourses are prominent within recently released horror films, which rely heavily on framing rural people as the deviant “other.” Special attention is given to the cultural work of these stereotypical depictions and the associated social harms for rural communities. Specifically, we argue that (1) corporations, particularly film companies, contribute to social harm in rural areas by disseminating negative and anti-idyllic representations; (2) these portrayals have tangible and detrimental effects on both people …

Understanding Homicide Dynamics: The Role Of Victim-Offender Relationships And The Event Circumstances Across Demographic Groups, Avdi S. Avdija, Christian W. Gallagher, Devere D. Woods Jr., Arif Akgul

Sociology & Criminal Justice Faculty Publications

This study investigates how the victim-offender relationship relates to the circumstances under which homicides occur, with the main focus on variations within gender, race, and age categories. To achieve these research objectives, we analyzed over forty years of data from the FBI's Supplementary Homicide Reports (1976-2017), reported by the U.S. Law Enforcement Agencies. The findings that emerged in this study show that offenders are more likely to kill victims of the same gender when taking into account the victim-offender relationships. Furthermore, this study shows that black offenders are more likely to kill acquaintances and intimate partners whereas white offender demonstrated …

Heavy Metals And Organic Carbon In Sediments Of Seagrass Sediments Of Trang Province, Thailand, Siriporn Pradit, Pornthep Wirachwong, Thongchai Nitiratsuwan, Sujaree Bureekul, Supraewpan Lohalaksanadech, Thawanrat Kobkeatthawin, Monticha Jirajaras, Prakrit Noppradit, Sanya Sirivithayapakorn

Applied Environmental Research

In this study, the accumulation of heavy metals (Cd, Cr, Cu, Fe, and Pb) in water, suspended sediments, sediments, and seagrass in Kalase Bay, Trang Province, Thailand, during the 2024 dry season was investigated. These findings indicate that the enrichment factor (EF) for all the metals was less than 1, suggesting that anthropogenic contamination is not a significant concern in the area. The translocation factor (TF) values were less than 1 for all the metals except Cu, whose TF was greater than 1; however, these values were not statistically significant, indicating limited phytoextraction capacity. The bioconcentration factor (BCF) values for …

Seasonal Wastewater Monitoring And Quantitative Microbial Risk Assessment Of Escherichia Coli In A University Wastewater System, Pathum Thani, Central Thailand, Natsima Tokhun, Natagarn Tongphanpharn, Weerawat Ounsaneha, Montip Jankeaw, Wiriyabhorn Klomsungcharoen, Patsara Wongsudi, Yawanart Ngamnon, Cheerawit Rattanapan, Kwang Mo Yang

Applied Environmental Research

In this study, the physicochemical properties of wastewater were characterized, and a quantitative microbial risk assessment (QMRA) of E. coli was conducted in the wastewater treatment system of the Faculty of Science and Technology, Valaya Alongkorn Rajabhat University, under the Royal Patronage, Pathum Thani, Thailand (VRU-SciTech). This study was conducted because the current water-quality assessment does not include the QMRA or evaluate the occupa-tional and incidental public risk of infection. Over a one-year monitoring period, this study quantified wastewater generation (~6.09 L person-1 day-1; ~3.21 × 103 m3 year-1) and analyzed its physicochemical parameters and E. coli concentrations. High concentrations …

Pension System And Corruption In Sub-Saharan Africa, Folake O. Alomilagba

Research Papers

This paper examines the relationship between corruption and pension coverage across Sub-Saharan Africa, where extending old-age income security remains a pressing developmental challenge. Using an unbalanced panel of 42 countries over 2000–2024, drawn from the Worldwide Governance Indicators, World Development Indicators, the International Labor Organization, and the World Bank's ASPIRE database, the study estimates the effect of the control of corruption on the share of the elderly receiving a pension. Pooled OLS, random effects, and two-way fixed effects estimators distinguish cross-country from within-country variation. Control of corruption is positively and significantly associated with coverage across cross-sectional specifications, with effects of …

Json-Ld 1.2 And Beyond: Extensions For Machine Learning Data Exchange, Muntaser Syed, Marius Silaghi, Sheikh Abujar, Rwaida Alssadi, Sharun Akter Khushbu

Electrical Engineering and Computer Science Faculty Publications

JSON-LD has become the dominant format for structured data on the web, underpinning schema.org markup, Verifiable Credentials, and knowledge graph serialization. However, the rapid integration of machine learning into data pipelines exposes critical limitations: JSON-LD lacks native mechanisms to express prediction confidence, model provenance, temporal validity, or vector embeddings—metadata essential for trustworthy AI-to-AI and AI-to-human data exchange. Additionally, context injection attacks and unbounded recursion vulnerabilities pose security risks in production deployments. This paper presents a systematic gap analysis of JSON-LD 1.1 against the requirements of modern AI systems, identifying 12 limitation categories spanning security vulnerabilities, performance bottlenecks, validation deficiencies, and …

Reversing Progress: The Political And Legal Ramifications Of The 2025 Dei Policy Rollback, Bridgette Baldwin

Faculty Scholarship

The year 2025 will mark a significant turning point in the landscape of American civil rights policy, as federal executive orders the Trump administration initiated seek to dismantle longstanding diversity, equity, and inclusion ("DEI") initiatives. Rooted in a historical context of civil rights progress, these orders aim to curtail affirmative action programs, eliminate DEI mandates within federal agencies and contractors, and challenge the legal foundations of inclusive policies across the country. This Article explores the evolving landscape of civil rights and DEI in the United States, examining its historical roots, recent legal and political developments, and ongoing challenges. From landmark …

Defining The Field Of Law And Macroeconomics: A Framework From International Monetary Law, Nikita Aggarwal, Adam Feibelman

Minnesota Journal of International Law, Vols. 28:2 onward (2019-present)

This Article proposes an analytical framework for defining the contours of the emerging field of law and macroeconomics drawing on the International Monetary Fund’s principle of “macro-criticality.” Such a framework can help steer scholarly debate toward a clearer understanding of the relationship between law and the economy and inform policymaking within that domain. In its native context, the macro-criticality principle limits the IMF’s jurisdiction to policy areas that are critical for member countries’ domestic and external stability. The IMF’s approach distinguishes between a core set of macrocritical policies and other non-core policies that are contextually macrocritical. Over time, the IMF …

The Art Of The Steal: Remedying The Looting Of Cultural Property Under International Law, Madeleine L. Sharp

Minnesota Journal of International Law, Vols. 28:2 onward (2019-present)

The practice of looting has existed almost as long as art itself. Although international law has bolstered its protections for art and cultural property in the context of armed conflict, significant enforcement issues remain.

The current framework for prosecuting the crime of looting does not adequately deter the practice, especially in instances that are unrelated to periods of armed conflict. Although pillage is treated as a war crime, all cases of looting—not just those that occur during war— should be viewed as a serious crime that threatens all nations. This Article proposes that universal jurisdiction be extended to the act …

Adopting The Eu's Co-Regulation Approach To Artificial Intelligence In The U.S., Emily Seitz

Minnesota Journal of International Law, Vols. 28:2 onward (2019-present)

No abstract provided.

Developments And Applications Of Transport Of Intensity Equation Imaging And Optical Diffraction Tomography In Bioimaging, Shane D. Carney

Electronic Theses & Dissertations (2024 - present)

Non-invasive imaging schemes are highly sought after methodologies in biology and metrology, where maintaining the physical state of a sample is important. Quantitative phase imaging (QPI) techniques non-invasively reconstruct the relative phase delay imparted onto an optical field due to transmission through a sample. Phase delay is proportional to the thickness and refractive index of the sample, but is lost in the intensity measurement process. Digital holographic microscopy (DHM) and transport of intensity equation (TIE) phase imaging are two high-resolution QPI techniques. DHM is a well-researched, accurate, and widely implemented technique, but can be difficult to implement in labs without …

Climate And Environmental Controls On Forest Soil Organic Matter Cycling, Genevieve Goebel

Dartmouth College Ph.D Dissertations

Climate change factors act on the soil environment in complex ways, known to disturb soil organic carbon (C). Rising global temperatures and alterations to regional precipitation and nitrogen deposition regimes may contribute to the intensification of global change by accelerating the rate of biological decomposition and CO2 efflux to the atmosphere. The magnitude and endurance of the disturbance to soil organic C across landscapes and throughout time that climate change factors may pose to soil C cycling are not comprehensively understood. These knowledge gaps in our field make it challenging to anticipate how soil environments and the vast ecosystems that …

Genomic Determinants Of Appetite Regulation And Their Role In Obesity Risk, Timothy J. Renier

Dartmouth College Ph.D Dissertations

Over 40% of US adults and 20% of children live with obesity. It is related to increased risks of diseases including type II diabetes and cancer, is a source of harmful stigma, and impairs child development. Appetitive traits describing patterns of food approach and avoidance behaviors may serve as windows into the underlying pathophysiology of obesity. As both obesity and appetitive traits are heritable, common genetic drivers of obesity may lead to phenotypic obesity through appetitive traits as a disease mechanism. Additionally, GLP-1 receptor agonists (GLP-1RAs) have been shown to exert their profound clinical effects in part by modulating appetite. …