Digital Commons Network^™

Social Media Participation And Scholarly Success In Law, Julian Nyarko, David E. Pozen

Faculty Scholarship

Using a novel dataset on Twitter activity as well as a novel corpus of law journal publications, this paper examines the impact of social media activity on the scholarly success of U.S. law professors. We find that joining Twitter increases citation counts by an average of 22% per year and improves article placements by up to 10 ranks for law professors, relative to a synthetic control group. These positive returns apply across nearly all classes of scholars and are magnified for those who post frequently about their own work. The identified citation boost would be even larger than 22% if …

United States V. Skrmetti: L’Identité De Genre Dans Le Droit Et La Politique De L’Égale Protection, Olatunde C.A. Johnson

Faculty Scholarship

French Abstract: L’article analyse l’arrêt United States v. Skrmetti, dans lequel la Cour suprême américaine juge que l’interdiction, par le Tennessee, des bloqueurs de puberté pour les mineurs trans ne viole pas la clause constitutionnelle d’égalité, dite clause « d’égale protection ». Refusant de considérer qu’il s’agit d’une discrimination fondée sur le sexe, la Cour applique le contrôle le plus déférent (base rationnelle) et accepte l’argument de l’État selon lequel il protège les mineur·es de risques médicaux incertains. L’auteure montre ici que cette approche s’inscrit dans un contexte plus large de lois et de décrets fédéraux visant les personnes …

Slaughter, Parsons, And The Original Meaning Of A Term Of Years, Jane Manners, Lev Menand

Faculty Scholarship

This term the Supreme Court is hearing argument in two major cases regarding the law of federal offices. One — Trump v. Slaughter — may strip Congress of the power to place any restrictions on the President’s ability to remove administrators at will. Another — Trump v. Cook — will address how such restrictions work, assuming that the President has to follow them.

Addressing Implementation Challenges In The Delivery Of An Epilepsy Self-Management Program In Community Settings, Martha Sajatovic, Jessica Black, Clara Adeniyi, Sakshi Priya, Nicole Fiorelli, Lesley Armah

Faculty Scholarship

Aims: This report describes implementation of the SMART epilepsy self-management (ESM) program in a community setting. Methods: SMART was implemented by 3 epilepsy-focused social services agencies. Pre/Post outcomes included past 30-day seizure frequency, the 9-item Patient Health Questionnaire (PHQ-9), the 10-item Quality of Life in Epilepsy (QOLIE-10) and the 7-item Generalized Anxiety Disorder (GAD-7) scale. Results: There have been 8 nurses (mean age 63.6, SD 9.1) and 14 peer educators trained (mean age 44.3, SD 15.8, having epilepsy a mean of 18.2, SD 11.1 years). Mean number of SMART sessions attended (out of a maximum of 8) was 5.7, SD …

Clinical Decision Support For Pharmacologic Management Of Treatment-Resistant Depression With Augmented Large Language Models, Martha Sajatovic

Faculty Scholarship

Background: We evaluated whether a large language model could assist in selecting psychopharmacological treatments for adults with treatment-resistant depression. Methods: We generated 20 clinical vignettes reflecting treatment-resistant depression among adults based on distributions drawn from electronic health records. Each vignette was evaluated by 2 expert psychopharmacologists to determine and rank the 5 best next-step pharmacologic interventions, as well as contraindicated or poor next-step treatments. Vignettes were then presented in random order, permuting gender and race, to a large language model (Qwen 2.5:7B), augmented with a synopsis of published treatment guidelines. Model output was compared to expert rankings, as well as …

Semaglutide For Metabolic Dysfunction–Associated Steatohepatitis (Mash): Estimating Eligibility From The 2021–2023 National Health And Nutrition Examination Survey (Nhanes), Jennifer B. Levin, Martha Sajatovic, Seth N. Sclair

Faculty Scholarship

There has been considerable interest in the potential of GLP-1 agonists for treating chronic liver disease.1 Following the positive results of the Phase 3 ESSENCE trial,2 on August 15, 2025, the FDA-approved Wegovy (semaglutide) for the treatment of metabolic dysfunction–associated steatohepatitis (MASH).3 Recently, the eligibility for semaglutide across all current indications in the United States, including diabetes management, weight management, and secondary prevention of cardiovascular disease (CVD), was estimated to be nearly 137 million individuals based on the National Health and Nutrition Examination Survey (NHANES, 2015–2020).4 Although weight management subsumed all eligibility for secondary prevention of CVD, as well as …

Prevalence Of Sleep Disturbances And Factors Associated Among School Going Children In Uganda, A Cross-Sectional Study, Martha Sajatovic

Faculty Scholarship

Background: Sleep disturbances greatly impact children's academic performance and social well-being. This study set out to determine the prevalence of sleep disturbances and factors associated among school going children in Kawempe division, Kampala, Uganda. Methods: In a community cross-sectional study, 548 study participants using random cluster sampling were enrolled. The children start lessons at 8am and end the days classes at 5pm. Random cluster sampling method was used to select participants from the 19 parishes in Kawempe district. Data was collected using a semi-structured questionnaire and Sleep Disturbance Scale for Children (SDSC). Descriptive statistics and multivariate binary logistic regression were …

Disposing Of Misdemeanors: An Empirical Perspective, Cynthia Alkon, Jonathan Marshall, Kyle Chrisman, Lydia Sidhom

Faculty Scholarship

While the U.S. Supreme Court has characterized the criminal legal system as a “system of pleas,” new empirical evidence suggests that, at least for misdemeanors, it is more accurately described as a system of dismissals. This Article draws on New York’s Pretrial Release Dataset, a unique publicly available administrative dataset that, to date, includes over 1.3 million criminal cases with 112 variables, of which 914,521 are misdemeanors. No other state in the country has made comparable criminal case-processing data publicly accessible at this scale. Using this dataset, the Article examines criminal case processing in ways that were not previously possible, …

Enhanced Sensory Perception And Myoelectric Control With High Channel Count Implanted Sensorimotor Systems, Sedona R. Cady, Joris Lambrecht, Dustin J. Tyler

Faculty Scholarship

Objective. Implanted electrodes for nerve stimulation and myoelectric recording facilitate bidirectional sensory feedback and control for neuromuscular conditions such as limb loss. While increasing implanted electrode channel count offers potential benefits, it also presents engineering and implementation challenges. This case study examines how increasing implanted electrode channel count affects sensory perception and myoelectric controller performance, thereby supporting the value of these advancements. Approach. One participant with upper extremity transradial limb loss received a percutaneous implanted system with two 8-channel extraneural cuff electrodes on the median and ulnar nerves, totaling 16 stimulating channels. The individual later received a wirelessly connected implanted …

Signaling Through National Security Lawmaking, Weijia Rao

Faculty Scholarship

An often-overlooked element of the ongoing TikTok saga is China’s export control law, which prohibits the sale of TikTok’s core content recommendation algorithm without prior approval from the Chinese government. This law is just one example of the extensive national security lawmaking China has undertaken in recent years. Closely paralleling similar institutions in the U.S., China has established a comprehensive national security legal framework that authorizes the government to restrict exports, sanction foreign entities, screen foreign investments, and block transactions involving cyber infrastructure.

Why turn towards legality when China has the ability to employ these actions without a formal legal …

Quasi-Judicial: A History And Tradition, Beau J. Baumann, Jed Handelsman Shugerman

Faculty Scholarship

In challenging the historical assumptions underlying the unitary executive theory, scholars have made several seemingly unrelated discoveries. First, "judicial" power was conceived in English law as a subset of "executive" authority. Second, Congress at or near the Founding insulated certain court-like comissions from presidential control. Finally, the "quasi-judicial" and "quasi-legislative" powers that were central to the holding of Humphrey's Executor flowed from a forgotten nineteenth-century legal tradition was guiding Congress's construction of the modern state. This Essay connects these findings into a single claim: generations of American stretching back past the Founding have instinctively insulated administrators granted quasi-judicial functions from …

Presidential Removal As Article I, Not Article Ii, Gary Lawson, Jed Handelsman Shugerman

Faculty Scholarship

As a matter of original public meaning, Article I’s Necessary and Proper clause is the starting point for both Congress’s power to create offices and the limits on that power.

We believe that many legal scholars have demonstrated that, as a matter of original public meaning, the term “executive power” did not imply a presidential removal power, and Article II did not imply an indefeasible (unconditional) presidential removal power. By contrast, Article I’s Necessary and Proper Clause is a basis for limiting congressional power that is more historically grounded in original public meaning and in early practice. Tenure protections and …

Genocidal Accusation, Steven Arrigg Koh

Faculty Scholarship

To accuse of genocide — what does it mean? Genocidal accusation is ubiquitous today, evident more in the public square than in any courtroom. At first glance, such accusation seemingly relies on a central assumption: genocidal accusation is critical to preventing atrocity. This Article argues that this widespread assumption is incomplete, obscuring genocidal accusation’s dual nature. In fact, genocidal accusation encompasses not only laudable atrocity prevention (for example, the Rwandan genocide), but also problematic punitive, carceral discourse that brands the “other” as morally polluted (such as President Putin’s Ukraine invasion). It is thus challenging to evaluate such accusation in the …

Antidepressant Use In Older Age Bipolar Disorder (Oabd): Results From The Gage-Bd International Consortium, P. J. Chen, Lisa T. Eyler

Faculty Scholarship

Background Antidepressants are still commonly prescribed in bipolar disorders, despite ongoing controversy of the potential risk of inducing hypomania/mania. There is limited knowledge about the characteristics of antidepressant use in older age bipolar disorder (OABD; age ≥50) in the current literature. Aim To describe antidepressant use, sociodemographic and clinical correlates of a global sample of OABD individuals. Methods The Global Aging and Geriatric Experiments in Bipolar Disorder (GAGE-BD) consortium provided cross-sectional international data on OABD individuals ( n = 746) and younger-age bipolar disorder (YABD, age <50 years; n = 692) regarding antidepressant use. Multivariate logistic regression was employed to assess the association between AD use with demographic and clinical variables. Results Of 1252 participants, 33.1 % of OABD individuals and 38.1 % of YABD individuals were using antidepressants. In multivariable models among OABD, antidepressant use was associated with BD type II (OR = 1.61, 95 % CI: 1.09–2.38), higher depression severity (mild-to-moderate: OR = 1.86, 95 % CI: 1.13–3.06; severe: OR = 4.23, 95 % CI: 2.38–7.50), lower YMRS scores (OR = 0.93, 95 % CI: 0.89–0.97), female sex (OR = 1.37, 95 % CI: 1.00–1.89), lower education (OR = 0.61, 95 % CI: 0.43–0.86), and being unemployed (OR = 0.69, 95 % CI: 0.50–0.96). Antidepressant monotherapy was reported in 18 % of OABD users ( n = 46) and 19 % of YABD users ( n = 51). These findings suggest that both clinical severity and sociodemographic characteristics influence antidepressant prescribing in OABD. Conclusion Antidepressant use was less prevalent in OABD compared to YABD, and associated with female sex, lower education, lack of occupation, type II BD, higher depression severity and lower mania scores. In OABD, antidepressants appear to be used more commonly in contexts where they may be clinically more indicated, such as increased depression severity.

Readers Are Authors, Especially In The Ai Age, Jessica Silbey

Faculty Scholarship

In this essay, Abraham Drassinower updates the argument in his 2015 book What’s Wrong With Copying (Harvard University Press) with an elaboration of the nature of copyright’s public domain: it is a domain of unauthorized yet lawful copying. As in his book, Drassinower explains that the public domain is not properly understood as a problem of balancing between copyright’s public benefits and private rewards. Instead, he understands the public domain as part of authorship and thus inseparable from copyright’s construction.

State Of Ohio Adversity And Resilience (Soar) Study Protocol: A Comprehensive, Multimodal, Family-Based, Longitudinal Observational Investigation Of Risk And Resilience In Mental Health And Substance Use Disorders, Chris Flask, Martha Sajatovic

Faculty Scholarship

Introduction Deaths related to drug overdose and suicide in the USA have increased 500% and 35%, respectively, over the last two decades. The human and economic costs to society associated with these - €- deaths of despair' are immense. Great efforts and substantial investments have been made in treatment and prevention, yet these efforts have not abated these increasing trajectories of deaths over time. The COVID-19 pandemic has exacerbated and highlighted these problems. Notably, some geographical areas (eg, Appalachia, farmland) and some communities (eg, low-income persons, - €- essential workers', minoritised populations) have been disproportionately affected. Risk factors have been …

Brain Mri For The Diagnosis Of Dementia In Low- And Middle-Income Countries: A Systematic Review And Meta-Analysis Protocol Of Diagnostic Utility And Imaging Findings, Stephen E. Jones, Martha Sajatovic

Faculty Scholarship

Introduction The utility of brain MRI in dementia diagnosis offers critical insights into structural brain changes, such as hippocampal and thalamic atrophy, which are hallmark features of Alzheimer's disease and Alzheimer's disease-related dementias. However, its use, especially in low- and middle-income countries (LMICs), is affected by limited accessibility. This protocol outlines a systematic review and meta-analysis to assess the diagnostic utility, feasibility and challenges of integrating brain MRI for dementia diagnosis in LMICs. Methods and analysis The review follows Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols with a priori eligibility criteria and is registered in PROSPERO. Searches (from …

Presidents, Opinions, And Independent Officers, Jed Handelsman Shugerman

Faculty Scholarship

The Opinions in Writing Clause is a persistent textual problem for the claim that Article II implies an indefeasible removal power: If the Framers believed they had given the president an unconditional removal power, why would they also specify a lesser power merely to ask for opinions? New historical research confirms this textual problem was also contextual: early state constitutions, the Ratification debates, and the First Congress indicate that the Opinions Clause’s original public meaning signaled independence of department heads, or at least the possibility of congressional requirements like good cause.

Legal scholars have already shown that the texts of …

Association Between Adherence Barriers, Self-Reported Adherence, And Psychiatric Symptoms Among Adults With Bipolar Disorder, Martha Sajatovic, Jennifer B. Levin, Clara Adeniyi, Jessica Black, Celeste Weise, Nicole Fiorelli, Erika Kelley

Faculty Scholarship

Aims: While suboptimal medication adherence is a widely recognized problem for people with bipolar disorder (BD), it is less clear how individual characteristics are associated with varying levels of adherence and how specific adherence barriers impact behaviors. This interim analysis from an ongoing randomized controlled trial (RCT) examined associations between patient-reported adherence, adherence barriers, and mood symptoms among poorly adherent individuals with BD. Methods: RCT participants were adults age ≥ 18 years old with BD Type 1 or 2, difficulties with medication adherence, and actively symptomatic as measured by Brief Psychiatric Rating Scale (BPRS) score ≥ 36, Young Mania Rating …

Torso Synthetic Ct Generation By Integrating Deep Learning And Segmentation For Fdg-Pet/Mr Attenuation Correction, Jin Uk Heo, Robert S. Jones, Theodore Higgins Arsenault, Jennifer Dorth, Tithi Biswas, Raymond F. Muzic Jr

Faculty Scholarship

Introduction. Positron Emission Tomography/Magnetic Resonance (PET/MR) offers benefits over PET/CT including simultaneous PET and MR acquisition, intrinsic spatial registration accuracy, MR-based functional information, and superior soft tissue contrast. However, accurate attenuation correction (AC) for PET remains challenging as MR signals do not directly correspond to attenuation. Using deep learning algorithms that learn complex relationships, we generate synthetic CT (sCT) from MR for AC. Our novel method for AC, merges deep learning with threshold-based segmentation, to produce an AC map for the entire torso from Dixon MR images, which heretofore has not been demonstrated. Method. Twenty-nine prospectively collected, paired FDG-PET/CT and …

Resonant Breathwork As Multimodal Vagal–Interoceptive Modulation: An Empirical Synthesis Of Non-Invasive Vns, Breathing-Driven Interoception And Respiratory Tools, Piper Hutson, James Hutson

Faculty Scholarship

Resonant Breathwork is proposed as a layered, measurable intervention that modulates vagal activity and interoceptive processing through acoustic vocalization, respiratory mechanics, and biofeedback. This review synthesizes human empirical studies from 2022–2025 across five domains: (1) noninvasive transcutaneous auricular vagus nerve stimulation and acoustic or vocal vagal engagement; (2) interoception targets modulated by breathing; (3) respiratory rehabilitation tools, including oscillatory positive expiratory pressure and inspiratory muscle training; (4) virtual or augmented reality breath biofeedback; and (5) neuroimaging of high ventilation breathwork with music. Evidence shows taVNS can acutely increase vagal indices, with effects contingent on frequency and pulse width, while paced …

Beyond Phonics: Neuroaesthetic And Symbolic Divergence In Culturally Responsive Dyslexia Screening, Piper Hutson, James Hutson

Faculty Scholarship

Recent advances in neuroscience and educational technology have challenged the traditional phonological-deficit model of dyslexia, revealing the profound influence of visual-symbolic processing, neuroaesthetic resonance, and cultural context in the reading brain. This article interrogates prevailing assessment paradigms by synthesizing research on the Visual Word Form Area (VWFA), cross-linguistic literacy systems, and emerging neurodiversity frameworks. The study addresses the urgent need to reconceptualize dyslexia as a heterogeneous divergence in symbolic processing—rooted as much in neuroaesthetic and visuospatial alignment as in phonemic awareness. Existing screeners, predominantly optimized for English and other Latin-based scripts, systematically neglect the cognitive realities of learners in multilingual …

Resonant Body Communication For Neurodivergent Contexts: A Multimodal, Temporally Elastic Blueprint For Inclusive Biometric Systems, Piper Hutson, James Hutson

Faculty Scholarship

Prevailing emotion-sensing systems privilege a facial-and-gaze paradigm that encodes neurotypical tempo, channel priority, and expression classes, thereby mischaracterizing or erasing neurodivergent communication. This article advances a design-oriented framework for biometric sensing that centers resonant body communication: temporally extended, multimodal, and environmentally situated patterns of posture, gesture, rhythm, and interoception that carry affective meaning. Through an integrative methodology that synthesizes cognitive neuroscience, embodied arts practices, and human–computer interaction, the study formalizes a theoretical model with four pillars: temporal elasticity, multimodal sensory hierarchies, resonant gestures and rhythmic entrainment, and environmental attunement. Building on this model, the article specifies technical requirements for next-generation …

Composition Pedagogy As Ai‑Native Coding: From Design Kit To Scholarly Framework, Daniel Plate, James Hutson

Faculty Scholarship

This article advances a field-ready framework that reconceives first-year composition as AI-native coding, translating a complete “design kit” into scholarly method, evaluative protocol, and curriculum architecture. Background: Contemporary composition pedagogy emphasizes process, genre awareness, and collaborative revision; meanwhile, modern software practice operationalizes iteration through version control, test-driven development, and continuous integration. The uploaded kit demonstrates that these cultures are isomorphic: writing stages align with SDLC phases, and automated pipelines can lint prose, execute argument “tests,” and publish artifacts with auditable histories. Approach: The study systematizes that kit into (1) a conceptual map that recasts authorship as orchestration and verification, (2) …

Reliability Of Vertical Jump Force-Time Metrics In Collegiate Athletes Compared To Recreationally Active Individuals, Dimitrije Cabarkapa, Robert Smith, Luke Chowning, Tyler Neltner, Quincy R. Johnson, Yang Yang, Thayne A. Munce

Faculty Scholarship

As neuromuscular performance assessment has become a fundamental component of athlete monitoring, ensuring strong measurement reliability is essential for supporting accurate data-driven decision-making. Thus, the purpose of this study was twofold: (i) to examine the reliability of countermovement vertical jump (CMJ) force-time metrics obtained using a portable force plate system (Hawkin Dynamics) and (ii) to determine whether absolute and relative reliability scores differ between well-trained individuals (i.e., athletes) and those less familiar with CMJ force-plate testing (i.e., non-athletes). Seventy-four participants volunteered to take part in this investigation, of whom thirty-nine were NCAA Division-I baseball and track-and-field athletes and thirty-five age-matched …

Chimeric Contacts And Consent: The Ill-Reasoned Expansion Of Corporate Jurisdictional Exposure, James Paul George

Faculty Scholarship

Two recent Supreme Court decisions have imposed aspects of general jurisdiction in a way that exposes corporations and possibly other legal actors to litigation in spuriously connected forums. One case-Ford Motor Company v. Montana-reached a fair result but with strained reasoning that will support unfair results. The second case-Mallory v. Norfolk Southern Railroad Company-was wrong on the facts and the law, imposing general jurisdiction based on a vaguely worded corporate registration statute validated by a more than century-old precedent based on Pennoyer v. Neff's limited territorial model. Both decisions were the result of conceptual corners the Supreme Court has created …

Trips And Its Futures, Peter K. Yu

Faculty Scholarship

The Agreement on Trade-Related Aspects of Intellectual Property Rights (TRIPS Agreement) was adopted on 15 April 1994, along with the estab-lishment of the World Trade Organization (WTO). With the WTO’s recent celebration of its thirtieth anniversary, it is high time we explore what the future will hold for this agreement. This chapter begins by revisiting the past to examine whether the TRIPS Agreement would be adopted if it were negotiated today. The chapter then discusses whether WTO members will undertake a major overhaul of this agreement in the future. Taking note of the fast-evolving international norm-setting environment and …

Assembly-Line Public Defense, David S. Abrams, Priyanka Goonetilleke

Faculty Scholarship

Each year, millions of Americans rely on public defenders to fulfill their Sixth Amendment right to counsel. Despite being the linchpin of the criminal justice system, public defense remains both underfunded and understudied. This Article provides empirical analysis to contribute to a critical question: How should public defender systems be structured?

Criminal justice advocates, scholars, and the American Bar Association strongly favor vertical representation in public defense. Under this model, a single public defender represents a defendant throughout their case, from their initial appearance through sentencing. The alternative approach—horizontal representation—operates like an assembly line: Different attorneys handle each stage of …

A New View Of Formal Equality And A Case For Predistribution, Alex Raskolnikov

Faculty Scholarship

A long-held egalitarian view is that formal equality — the absence of formal legal distinctions based on the material resources of individuals — is regressive. If legal rules are the same for the rich and the poor, the rich benefit and the poor suffer. This Essay argues that this view is mistaken. Far from being synonymous with laissez-faire, a commitment to formal equality provides a counterweight to the key neoliberal maxim that regulation of the market economy should focus on efficiency alone. Moreover, a new view of formal equality offered here reveals a key advantage of predistribution over redistribution: Explicit …

From Prohibition To Preparation: Reframing Academic Integrity In The Age Of Ai, James Hutson

Faculty Scholarship

This study analyzes how U.S. universities reconfigure academic integrity during the 2024–2025 cycle in response to widespread generative AI adoption. The analysis foregrounds three loci: student ignorance and metacognitive blind spots; the expanded remit of Academic Integrity Officers prioritizing education over punishment; and deliberate AI-enabled misconduct that exposes the evidentiary limits of detection technologies. A mixed-methods design integrates a multi-site review at Arizona State University, Montclair State University, and Cornell University with synthesis of surveys, policies, and faculty development guidance. Findings show that detector outputs function as conversational prompts rather than adjudicative proof, necessitating dialogic resolution standards, process evidence, and …