Digital Commons Network^™

The Rise Of Global Collaboration In China Policy Research: Evidence From Bibliometric Network Analyses, 2000–2025, Yu Xiao, Aaron Ley, Ping Xu

Political Science Faculty Publications

This study examines the evolution of China policy research and its growing role in global policy scholarship. Using bibliometric and social network analyses of 326 articles published in 20 high-impact political science journals from 2000 to 2025, we trace the field’s expansion, identify key thematic concentrations, and document the emergence of robust international collaboration patterns. Cross-national co-authorship networks reveal a clear transition from a fragmented, Western-centered structure to a dual-hub system anchored by Mainland China and the United States, while institution-level networks show that leading Chinese universities have become central collaborators and Hong Kong institutions continue to serve as critical …

Characteristics Of Cerebral Palsy In The Midwestern Us, Susie Kim, Kelsey Steffen, Lauren Gottschalk-Henneberry, Jennifer Miros, Amy Robichaux-Viehoever, Karen Taca, Bhooma R Aravamuthan

2020-Current year OA Pubs

OBJECTIVE: Cerebral palsy (CP) is the most common lifelong motor disability worldwide. Yet, data is limited on how CP manifests in the US. Our objective was to characterize and determine factors affecting functional outcomes in a large population of young people with CP in the Midwestern US.

METHODS: We integrated caregiver and clinician-facing standardized data entry into routine clinical care at a tertiary care CP center (https://bit.ly/CP-Intake-Methodology). We extracted this data for people with an ICD10 diagnosis of CP seen between March 22, 2023 and December 28, 2023 and used it to describe CP characteristics and determine factors affecting the …

Novel Insights Into Early Alzheimer's Disease: Quantitative Gradient Recalled Echo Mri Reveals Preatrophic Neuronal And Myelin Injury Concurrent With Emerging Amyloid Pathology, Satya V V N Kothapalli, Tammie L S Benzinger, Randall J Bateman, Melody Li, Cihat Eldeniz, John C Morris, Dmitriy A Yablonskiy

2020-Current year OA Pubs

BACKGROUND: Brain amyloid accumulation is considered an early sign of Alzheimer's disease (AD) pathology, appearing decades before manifestation of clinical symptoms. However, very little is known about neurodegeneration during this early AD stage. Herein we use quantitative gradient recalled echo (qGRE) magnetic resonance imaging (MRI) to reveal preatrophic microstructural neuronal and myelin damage concurrent with amyloid pathology.

METHODS: qGRE MRI and positron emission tomography (PET) amyloid [

RESULTS: qGRE detected significantly lower gray matter neuronal density and white matter myelination in the group of participants with amyloid level below the conventional amyloid-positive threshold (mean cortical standardized uptake value ratio of …

Biological Aging Acceleration In Major Depressive Disorder: A Multi-Omics Analysis, Breno Satler Diniz, Shangshu Zhao, Gabin Drouard, Eero Vuoksimaa, Miina Ollikainen, Eric J Lenze, Ming Xu, Richard H Fortinsky, George A Kuchel, Jaakko Kaprio, Chia-Ling Kuo

2020-Current year OA Pubs

Major depressive disorder (MDD) is linked to a higher risk of premature aging, but the mechanisms underlying this association remain unclear. Using data from two population cohorts (UK Biobank and Finnish Twin Cohort), we evaluate the relationship between systemic and organ-specific proteomic and epigenetic aging acceleration and MDD. A lifetime history of MDD was associated with accelerated proteomic aging at both systemic and organ-specific levels-including the brain-in both cohorts, with stronger associations than those observed with systemic epigenetic aging. Systemic and brain-specific proteomic aging acceleration were linked to higher risks of incident MDD and a greater risk of Alzheimer's disease, …

Alzheimer's Disease Stage 1 And 2: Biology, Diagnostics, And Treatment, Suzanne E. Schindler, Sarah M. Hartz, Et Al.

2020-Current year OA Pubs

No abstract provided.

Concordance Of Fluorescence In Situ Hybridization, Whole-Exome Sequencing, And Chromosomal Microarray For Evaluating High-Risk Molecular Features In Meningiomas, Brenndan Crumley, Emilie Russler-Germain, Sonika Dahiya

2020-Current year OA Pubs

BACKGROUND: Meningiomas are the most common primary intracranial tumors, classified into three WHO grades based on histologic and/or molecular criteria. cIMPACT-NOW Update 8 underscores the increasing importance of molecular testing in grading and risk stratification, noting that morphologically WHO grade 1 tumors with concurrent 1p and 22q losses demonstrate clinical behavior comparable to WHO grade 2 meningiomas. This study aimed to assess the concordance of fluorescence in situ hybridization (FISH), chromosomal microarray analysis (CMA), and whole-exome sequencing (WES) in defining the molecular risk profile of meningiomas.

METHODS: A total of 113 meningiomas were analyzed by WHO grade to assess the …

Approximation Algorithms For Center-Based K-Clustering, Ankita Sarkar

Dartmouth College Ph.D Dissertations

Center-based metric k-clustering is a rich class of well-studied optimization problems. These include the classical k-center, k-median, and k-means problems. In all these problems, a client set C and a set F of candidate facilities live in a metric space. We are required to pick or "open" k facilities S ⊆ F to minimize some objective function, potentially subject to further constraints on S. Such problems are NP-hard, which has encouraged a long line of research in approximation algorithms for them.

In this thesis, I present research on center-based k-clustering in scenarios where either …

A Generalized Framework For The “Core” Thalamocortical Circuit Computation, Charles Liu

Dartmouth College Ph.D Dissertations

This thesis explores a biologically inspired computational framework based on a common excitatory-inhibitory circuit in the superficial layers of the cortex. By varying the strength of local feedback inhibition, this single circuit gives rise to distinct unsupervised learning behaviors: strong inhibition leads to clustering and hierarchical clustering, while weak inhibition produces principal component-like representations. From this principle, we develop three algorithms: Lateral Inhibition Clustering (LI-C), Lateral Inhibition Hierarchical Clustering (LI-HC), and Antipodal Iterative Mean Estimation (AIME).

LI-C performs clustering without requiring a predefined number of clusters, using a competitive learning rule to extract dominant patterns from data. LI-HC extends this …

Buying Blind: Corruption Risk And The Erosion Of Oversight In Federal Ai Procurement, Jessica Tillipman

GW Law Faculty Publications & Other Works

The United States is accelerating toward a corruption crisis of its own making. In its race to rapidly acquire artificial intelligence (AI), current policy risks undermining longstanding procurement integrity safeguards. This article examines how AI increases traditional corruption risks and introduces new vulnerabilities that current oversight mechanisms are ill-equipped to address.

Recent federal AI policies have accelerated adoption while simultaneously narrowing regulatory oversight, effectively leaving “regulation by contract” as the primary—and profoundly inadequate—mechanism for embedding safeguards. The consequence of these policies is that the government is “buying blind,” acquiring AI technologies without adequate transparency, audit rights, or testing requirements. These …

Ethnonationalism By Algorithm, Spencer A. Overton

GW Law Faculty Publications & Other Works

In the United States, artificial intelligence (“AI”) policy has become a critical arena for ethnonationalism—an ideology that defines national belonging through shared ancestry, culture, and language. Amid rapid demographic change and cultural anxiety, the second Trump Administration has harnessed federal AI governance to advance its broader agenda of dismantling diversity—most notably through Executive Order 14,179, “Removing Barriers to American Leadership in Artificial Intelligence” and related legal directives. By eliminating safeguards against algorithmic bias and recasting equity as an ideological threat to innovation, the policies facilitate exclusion under the guise of neutrality. These moves are not merely deregulatory; they represent a …

Governing Ai Without Agencies: Self-Regulatory Organizations And The Federal Backstop, Aram A. Gavoor

GW Law Faculty Publications & Other Works

Artificial intelligence is accelerating American innovation and strategic advantage. The governance task is to provide predictable compliance baselines that support scale and competitiveness while remaining workable under executive branch policy, statutory baselines, and the rules that now govern the administrative state. Congress remains slow and factional, and agencies face rising procedural and remedial constraints. Recent Supreme Court doctrine has reduced the administrative state’s interpretive and enforcement leverage. Regulated entities can challenge agency rules when those rules newly impose concrete harm, litigate statutory meaning without Chevron-style mandatory deference to agency statutory interpretations with limited exceptions, and invoke strengthened procedural safeguards in …

Brief Of Amicus Curiae Professor Steven L. Schooner In Support Of Petitioners' Petition For Certiorari In King V. United States (U.S. Supreme Court), Aram A. Gavoor, Eric Frank, Giovanna Milano, Matt Novotny, Tegan Oliver, Kaci Waguespack, Steven L. Schooner

GW Law Faculty Publications & Other Works

This is an amicus brief in support of a U.S. Supreme Court petition for certiorari in King v. United States (No. 25-856), in which GW Law School's GW Law’s Administrative Law, Issues, and Appeals Clinic represented government contracts expert, GW Law Professor Steven L. Schooner). Petitioners—retired UPS employees William King, Stephen Dardzinski, and the Estate of Anthony Gugliuzza (on behalf of a class of retirees and pension beneficiaries)—challenge the Federal Circuit’s novel “underlying assets” test (created in reviewing a matter initially decided in the U.S. Court of Federal Claims), which withholds per se Takings Clause protection for vested rights to …

The Unacceptable Risks Of Uninsured Nonbank Stablecoins: Written Testimony Presented To The Uk House Of Lords' Financial Services Regulation Committee, Arthur E. Wilmarth Jr.

GW Law Faculty Publications & Other Works

This written testimony was submitted to the Financial Services Regulation Committee of the United Kingdom House of Lords, in response to that Committee’s “Call for evidence” on the “Growth and proposed regulation of stablecoins in the UK,” https://committees.parliament.uk/call-for-evidence/3845/. This testimony provides an overview of the global stablecoin market and the current leading uses of stablecoins. The testimony also describes the unacceptable dangers that uninsured nonbank stablecoins pose to financial stability, economic welfare, consumer protection, monetary policy, regulatory compliance, and law enforcement. The testimony presents the following policy recommendations:

(1) Stablecoins should be regulated in the same way as bank deposits. …

Chapter 2: Do We Still Believe In Process? Democracy And The Fundamental Value Of Dialog Across Difference, Paul S. Berman

GW Law Faculty Publications & Other Works

This essay surveys a few of the many ways to understand what democracy actually is and how to evaluate when it exists and when it is lost. Ultimately, I argue for a pluralist vision that emphasizes both democracy and law's potential ability to bring multiple communities and differing worldviews into dialog with each other. But no conception of democracy can survive unless people are willing to embrace the idea that a fair process can lead to an undesired outcome and that, therefore, even those who lose in a process can have sufficient faith in that process to abide by and …

The Evolving Procurement Fraud Landscape: Emerging Risks For Government Contractors, Jessica Tillipman, Sarah Needham

GW Law Faculty Publications & Other Works

This Briefing Paper examines the evolving procurement fraud enforcement landscape and identifies emerging risk areas that government contractors should monitor. While procurement fraud has long been an enforcement priority across administrations, the current Department of Justice has aggressively expanded its use of the False Claims Act (FCA) and related authorities, embedding fraud enforcement into the contractor compliance infrastructure through new task forces, mandatory contract clauses, Federal Acquisition Regulation deviations, and disclosure obligations aligned with current policy priorities including cybersecurity, anti-discrimination, and trade compliance.

The Paper begins by mapping the federal fraud enforcement taxonomy, distinguishing among criminal fraud provisions under Title …

Misinformation In Parental Alienation Discourse Can Mislead Courts And Endanger Children, Joan S. Meier

GW Law Faculty Publications & Other Works

Common social science assertions by parental alienation proponents – in expert opinions, judicial trainings and scholarship – can persuade judges that parental alienation is both so real and so destructive that it requires the draconian remedies of removal of children from a loving, physically safe parent and/or forcing them into contact with a parent they fear. These assertions are typically stated as though they are research-based or well-established. Review of cited or other relevant research, however, shows that these assertions are misinformation, unsupported by and/or contrary to established research. This article explores two such claims: first, that children’s fear or …

Clickwrap Accountability, Alicia Solow-Niederman

GW Law Faculty Publications & Other Works

Picture a public-facing generative AI chatbot on a government website that can answer questions about benefits eligibility.  Systems like these expose a sociotechnical-legal divide: they route around the standard due process framework, because there has been no formal government determination, yet they induce reliance from users, above and beyond past rounds of automated legal guidance.  Moreover, if there is an error, current doctrine on government errors and equitable estoppel makes relief unlikely.

This Essay focuses on government deployment of public-facing generative AI chatbots and critically assesses the front-end power dynamics that determine who is filtered out of government programs before …

Two Heads Are Better Than One: Integrating International Law And Global Public Health Approaches To Firearm Violence To Promote Public Safety And Human Rights, Arturo J. Carrillo, Jonathan E. Lowy

GW Law Faculty Publications & Other Works

In his Advisory of June 25th, 2024, the U.S. Surgeon General, Vivek H. Murthy, declared firearm violence a public health crisis and presented a damning picture of the widespread deaths, injuries and trauma caused by gun violence in the United States. A critical feature of the firearm violence crisis in the United States that the Surgeon General did not expressly address in his report–or even mention–is the role of the manufacturers, distributors, and dealers of firearms, collectively referred to as “the gun industry.” It is an open secret that the U.S.-based firearm industry engages in manufacturing, marketing, distribution and sale …

The Future Of Governance, Richard J. Pierce Jr

GW Law Faculty Publications & Other Works

In this contribution to a symposium, Professor Pierce describes the traditional ways in which we have governed the federal regulatory process and then describes the major changes in the legal and political environment that require us to create a new regulatory governance structure. He concludes that we need to take three steps: (1) change the primary election process in every state from a closed primary to either an open primary or a bipartisan primary; (2) defend the rulemaking process from the many attacks on it; and (3) be prepared to abandon the traditional structure of agency adjudications in favor of …

Bargaining Inefficiency Due To Mispricing Under Incomplete Information : Evidence From The Bilateral Oligopolistic Containership Time Charter Market, Jaeung Cha

World Maritime University Ph.D. Dissertations

A well-established body of bargaining studies theoretically demonstrates that inherent limitations in observing the counterplayer’s private information give rise to an incomplete information setting in bargaining, leading to efficiency losses associated with mispricing, costly delays, and even bargaining failures. As the shipping market, a business-to-business market in which products are generally heterogeneous and the number of both sellers and buyers is limited by high entry/exit barriers, relies on a bargaining mechanism to determine tailored transaction prices, market pricing is prone to inefficiencies associated with incomplete information. However, the relevant empirical evidence remains underexplored in both the shipping finance and bargaining …

Kedudukan Putusan Peradilan Etik Sebagai Keputusan Tata Usaha Negara: Studi Kasus Gugatan Hakim Konstitusi Anwar Usman, Satrio Febriyanto

Jurnal Hukum & Pembangunan

As an effort to concretize ethics, there is a process of formalizing ethics into a set of rules through a code of ethics. The code of ethics needs institutional enforcement instruments so that it can be effectively applied through ethical trials. Ethical courts, as institutions that adjudicate violations of the code of ethics, have the authority to issue decisions as a follow-up to cases of violations of the code of ethics that they handle. In carrying out its duties, ethical courts use ethical and moral analysis to assess the appropriateness of an action. This analytical approach differs from legal decisions …

From Digital Skills To Digital Ventures: Exploring The Influence Of Digital Competence On Infopreneurship Intentions Of Library And Information Science Students In Nigerian Polytechnics, Uwaebuka Wisdom Madu Dr., Stephen Adekunle Ajayi Dr

Library Philosophy and Practice (e-journal)

The focus of this study was to investigate the influence of digital competence on infopreneurship intention among Library and Information Science (LIS) students in federal polytechnics in South-West Nigeria, a context characterized by high graduate unemployment and rapid digital transformation. Guided by the Theory of Planned Behaviour and Eshet-Alkalai's Digital Literacy Model, a descriptive survey design was employed. The population comprised 638 final-year LIS students across four federal polytechnics, with a sample of 468 selected through multi-stage sampling. A validated questionnaire with a reliability coefficient of 0.828 was used for data collection. 388 responses amounting to 82.9% response rate was …

Uae Traditional Folklore Through Modern Media And Its Educational Potential: The Case Of Freej, Shahad Imad Mostafa

Theses

This mixed‑methods study examined how the Emirati animated series Freej preserves traditional folklore through vernacular language, dialect, and idiomatic expressions, and evaluated its educational potential. Guided by four questions on folklore representation, dialect/idiom use, the role of the characters, and curricular applicability, the research combined content analysis of selected episodes, interviews coding and a survey of 100 Emirati participants; survey data were summarized with descriptive statistics to triangulate qualitative insights.

Findings indicated that audiences overwhelmingly perceived Freej as linguistically and culturally authentic: 95% rated the dialect as very/somewhat authentic, 94% said it reflects elders’ speech, and 89% felt the series …

Roundtable Discussion: Women Leadership In Business Transformation - Esg As A Catalyst For Sustainable Growth, Center For Entrepreneurship And Innovation

Faculty Journal Articles

ESG (Environmental, Social, and Governance) has become increasingly prominent in Egypt’s corporate and regulatory landscape, yet its potential as a driver of sustainable growth and business transformation remains underutilized. While disclosure and governance practices have improved, ESG is still largely approached as a compliance and reporting obligation rather than an integrated framework for value creation, resilience, and long-term competitiveness. At the same time, organizations face mounting pressures from climate risk, resource constraints, evolving workforce expectations, and investor scrutiny, making the effective integration of ESG into strategy and operations more urgent than ever. Women’s leadership represents a critical, yet underleveraged, enabler …

Measuring Lawyer Mental Illness: Evidence From Two National Surveys, Benjamin David Pyle, Clifford Rosky

Faculty Scholarship

The American Bar Association declared a “well-being crisis” among lawyers, but the empirical basis for this claim has been contested in recent years. This study systematically compares two high-quality, nationally representative surveys —the National Health Interview Survey (NHIS) and the National Survey on Drug Use and Health (NSDUH)—to measure the prevalence of mental illness and alcohol misuse among lawyers. In both surveys, lawyers report elevated rates of alcohol misuse compared to the general public and similarly educated peers. The NHIS finds that lawyers experience psychological distress at rates lower than the general public and similar to, or moderately higher than, …

Beyond Digital Pessimism: How A Focus On Trust Can Enhance Eu Digital Law, Neil Richards, Woodrow Hartzog, Claire Boine, Lea Despotis

Faculty Scholarship

Lawmakers looking to foster technological innovation on the European market are adopting laws they hope will promote consumer trust in digital products. Their strategy can be broken down into three components. First, they aim to empower consumers to choose how much data they want to share with companies through an express consent framework. Second, they seek to avoid harms from digital products through product safety law such as adapting the Product Safety Regulation to digital products or adopting the AI Act. Third, they endeavor to prevent manipulation of consumers through digital means.

In this essay, we argue that while laudable, …

Uncorrected, Janet Freilich, W. Nicholson Price Ii

Faculty Scholarship

In addition to making rules and deciding outcomes, the legal system generates, curates and shares information. When the system gets rules and outcomes wrong, it is obviously a problem, and much effort (and scholarly attention) goes into identifying those mistakes and fixing them. But the system also gets information wrong; a problem mostly overlooked by policymakers and scholars. Those information mistakes matter too: they are prevalent and harmful. We show here that even when the mistakes are widely known and the errors broadly acknowledged, the information very often goes uncorrected. As a result, people make decisions based on bad information …

Obscurity And The Fallacy Of No Privacy In Public Information, Woodrow Hartzog

Faculty Scholarship

The main thesis of this chapter is that because there are so many different possible interpretations of ‘public information’, the concept cannot be used to justify data practices and surveillance without first articulating a more precise meaning that recognises what is at stake. By disposing of the myth that there is an objective and dispassionate concept of public information, judges and lawmakers can clear the way for information rules based on overt value choices. In short, if the concept of ‘public’ is going to shape people’s social and legal obligations, its meaning and neutrality should not be assumed.

My argument …

The Other Side Of The Glass Cliff, Angela Onwuachi-Willig, Kellye Testy

Faculty Scholarship

First articulated by researchers Michelle K. Ryan and S. Alexander Haslam in 2005, the glass cliff theory posits that individuals from traditionally underrepresented groups in leadership, such as women and people of color, are more likely to obtain executive leadership positions during times of crisis, which means that such leaders take on their roles under conditions where they are more prone to fail. In this Essay, we focus on what we have termed “the other side of the glass cliff”: the intentional steps that women and people of color leaders in the legal academy have taken to build structures that …

Keeping Evidence Real, Anya Bernstein, Julia Simon-Kerr

Faculty Scholarship

Commentators largely agree that the Federal Rules of Evidence have problems. Expert testimony standards admit junk science. Impeachment rules chill defendant testimony. The hearsay regime defies consistent application and obstructs self-representation. The list goes on: Many rules fail to assist, or affirmatively thwart, jurors trying to make good decisions. Such shortcomings disproportionately harm those with the least power in the system, raising profound questions about whether the evidence code serves its statutory mandate—to promote truth and justice in court proceedings. In the face of widely recognized problems, the government body charged with managing the evidence code—the Advisory Committee on Evidence …