Digital Commons Network^™

Differences In Total Daily Energy Expenditure Across Field Sports: A Narrative Review, Brenen Skalitzky, Jennifer Fields, Margaret T. Jones, Chad Kerksick, Andrew Jagim

Faculty Scholarship

Background: Differences in total daily energy expenditure (TDEE) across sports, sex, and skill level support the need for sport- and athlete-specific energy intake recommendations. The purpose of the current review was to examine TDEE and related markers of energy expenditure across field-based team sports. A secondary aim was to evaluate physical activity levels (PAL), calculated as TDEE divided by resting metabolic rate (RMR), and their utility in estimating energy needs within team sports.

Methods: The review was limited to studies that included the field-based team sports of rugby or soccer and reported energy expenditure data using doubly labeled water …

Fact Checking Oral Argument In Slaughter, Lev Menand

Faculty Scholarship

The Supreme Court heard argument on Monday in Trump v. Slaughter, a case in which the President seeks to override the power of Congress to limit, through legislation, presidential removal of federal administrators. The argument revealed some confusion about the law and history of federal offices and multiple precedents important to resolving the question. This post examines mistakes and misreadings with respect to: the design of the Federal Reserve System; the meaning of a fixed term; and the Court’s decisions in Marbury v. Madison, Ex Parte Hennen, and Parsons v. United States.

Symbolic Justice: The Continued Limits Of International Criminal Justice Without A Permanent Prison System, Meg Penrose

Faculty Scholarship

Many people misremember Nuremberg, Tokyo, and the subsequent World War II tribunals. These seminal international tribunals gave the world convictions but largely failed to fully enforce the sentences imposed. Most people do not recall the mass clemency following the World War II tribunals. This Article seeks to fill a scholarly void by explaining why international criminal justice has never matured beyond Nuremberg and Tokyo. The modern ad hoc tribunals, as well as the permanent International Criminal Court (“ICC”), have failed to deliver lasting justice. Much like Nuremberg and Tokyo, the modern tribunals fixate on arrests and convictions and then seemingly …

Purpose And Nonprofit Enterprise, Cathy Hwang, Dorothy S. Lund

Faculty Scholarship

Nonprofit enterprise is responsible for a large share of economic activity across the globe. And yet, leading theories fail to explain why nonprofit business survives and even thrives across a vast number of industries, ranging from artificial intelligence to beer brewing, despite an absence of shareholder control. Indeed, as shareholder ownership and intervention rights have become the core component of successful corporate governance, this success is all the more surprising.

This Essay offers a novel “purposeful enterprise” theory to explain the puzzling success of nonprofit enterprises. Drawing on research in behavioral economics and organizational science, it argues that organizational purpose …

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

Faculty Scholarship

In French
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 …

Scalable And Durable Superhydrophobic-Superoleophilic Nanostructured Zinc-Coated Steel Wool For Efficient Oil-Water Separation, Nawzat Saadi, Laylan B. Hassan, Tansel Karabacak

Faculty Scholarship

We present a scalable, low-cost method to fabricate durable, superhydrophobic-superoleophilic steel wool for oil- water separation. The process involves zinc electroplating, hot water treatment (75◦C) to grow ZnO nanowires, and functionalization with 1-dodecanethiol. The resulting material exhibits a water contact angle of ~160◦ and an oil contact angle of ~0◦. It achieves a high oil absorption capacity (~18 times its weight) and separation efficiencies of ~99–100 % for cyclohexane (within 60 s) and crude oil (in under 3 min). The material demon- strates exceptional corrosion resistance in saline environments (14 wt% NaCl), retains its nanostructural integrity after prolonged exposure, and …

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 …

The Case For Selective Non-Transparency In Ai-Mediated Work: A Workers Rights Framework, Daniel Plate, James Hutson

Faculty Scholarship

This article advances a labor rights argument for selective non-transparency in AI-mediated work, framed through educational labor yet generalizable across the United States. The central claim asserts that blanket requirements to disclose all AI-assisted methods reconfigure managerial power by converting process knowledge into a surveillance substrate, thereby diminishing autonomy, chilling professional judgment, and enabling rapid deskilling. Synthesizing U.S. labor and privacy frameworks—especially interpretations of the National Labor Relations Act regarding electronic monitoring—alongside emerging state initiatives on automated decision systems, the analysis demonstrates how expansive process transparency risks infringing protected concerted activity while normalizing function creep in algorithmic management. Empirical literature …

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 …

Fabrication Of Robust And Durable Superamphiphobic Aluminum Alloy And Zinc Surfaces Via Dual Sandblasting And Steam Treatment, Laylan Hassan, Saadi Nawzat, Tansel Karabacak

Faculty Scholarship

We present a scalable and environmentally friendly method for fabricating mechanically robust superamphiphobic coatings on aluminum alloy and zinc substrates using a dual-step process combining sandblasting (SB) and steam treatment (ST), followed by surface energy reduction with fluorinated molecules. This approach creates hierarchical micro/nano structures essential for omniphobic performance. On Al-alloy SB + ST surfaces we measured static contact angles of 162.0° (water), 156.1° (ethylene glycol), and 154.4° (peanut oil), while the corresponding Zn surfaces reached 160.1°, 156.0°, and 152.8°, respectively, with sliding angles below 5° across all tested liquids. The coatings retained high repellency after 50 tape- peeling cycles …

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 …

Foam Fortification: Effect Of Perfluorocarbon Gases On The Stability Of Sclerosing Agent Foams, Henry Ruhl, Felipe M. Berg, Amir A. Rahnemai-Azar, Salim Abboud, Agata A. Exner

Faculty Scholarship

Purpose: To evaluate the impact of incorporating perfluorocarbons (PFCs), specifically octafluoropropane (C₃F₈) and perfluorobutane (C₄F₁₀), on the stability of sodium tetradecyl sulfate (STS)–based foams. Materials and Methods: Tessari method was employed to generate foams. C₃F₈ and C₄F₁₀ were compared with room air due to their known characteristic as gas vesicle stabilizers. Each trial set encompassed ratios of 4, 3, 2, 1.5:1 mL of gas-to-STS. Foam decay (1 − percent foam remaining in syringe) was monitored using a 4K camera over 1 hour, followed by hourly snapshots for 3 hours. All trials were repeated in triplicate. Statistical analysis was carried out …

Systems Framework For Post-Hospital Follow-Up Care Of Small And/Or Sick Newborns: A Pathway To Sustainable And Scalable Quality Care In Low-Resource, High-Burden Countries, Samudragupta Bora

Faculty Scholarship

South Asian and Sub-Saharan African countries, disproportionately overrepresented in the World Bank's low- and middle-income categories, bear a high burden of small and/or sick newborns. It is important to acknowledge that, in addition to reducing mortality, creating opportunities to enhance their health and well-being, thereby improving quality of life, is an essential metric for evaluating neonatal care success. With increased survival rates for small and/or sick newborns in most high-burden, resource-constrained settings, developing and strengthening specialized, structured neonatal follow-up programs to provide high-quality post-hospital care is imperative for optimizing outcomes and quality of life. This paper proposes a Systems Framework …

Providing Spatial Support During A Major Cholera Outbreak In Port-Au-Prince, Haiti: Creative Mapping Solutions In A Challenging Data Poor Environment, Andrew Curtis, Jayakrishnan Ajayakumar

Faculty Scholarship

In this paper we describe the spatial data challenges faced in terms of providing accurate and timely analysis for a clinic during a cholera epidemic that spread through Port au Prince, Haiti in late 2022. This “triage” spatial epidemiology involved developing a bespoke geocoder that allowed for weekly maps of spread to be created in near real time. Resulting case data were also analyzed using a novel grid heatmapping approach which considers the epidemiological curve for each neighborhood. Adding further complexity during this period to both the data generation, and explaining cholera amplification and spread patterns, was a rising gang …

Impact Of Sociodemographic, Clinical, And Intervention Characteristics On Pain Intensity Within A Single Music Therapy Session, Samuel N. Rodgers-Melnick, Douglas Gunzler, Thomas E. Love, Siran M. Koroukian, Mark Beno, Jeffery A. Dusek, Johnie Rose

Faculty Scholarship

Several studies support the efficacy of music therapy (MT) for reducing pain, but few have examined which interventions are most effective or which patients are more likely to respond. This study investigated which sociodemographic, clinical, and intervention characteristics are associated with clinically significant reductions in pain intensity (0–10 numeric rating scale reduction ≥2 units) within a single MT session. We conducted a retrospective review of 2039 MT sessions provided across a large health system among 1203 adult patients reporting pre-session pain ≥4/10, a complete post-session pain score, and a complete pre-session stress score. We employed a multivariable logistic mixed effects …

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) …

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 …

The Constitutional Fight Over The Nlra And The Nlrb: A 90 Year Reprise, Kate Andrias

Faculty Scholarship

This article traces renewed constitutional challenges to the National Labor Relations Act (NLRA) and the National Labor Relations Board (NLRB), placing them in historical and doctrinal context. Contemporary attacks — advanced by major corporations and the Trump Administration — revive the constitutional conflicts of the 1930s. Drawing on arguments rooted in the unitary executive theory, as well as Article III and the Seventh Amendment, the current challenges threaten not only the NLRB’s independence but the broader administrative state and the system of labor rights it sustains. At stake is more than institutional design: the dispute reflects a deeper contest over …

Removal: A Response To Professor Nelson, Philip A. Hamburger

Faculty Scholarship

In an essay published earlier this fall, Professor Caleb Nelson argues that, as a matter of originalism, the President does not have a constitutional power to remove executive officers. Professor Nelson is a renowned scholar, whose arguments could well influence the Supreme Court in two upcoming removal cases: Trump v. Slaughter and Trump v. Cook. It’s therefore important to evaluate whether his historical claim about removal is correct.

Molecular Motion–Structure–Property Correlation In A Polymorphic Aiegen With Mechanochromic And Piezoelectric Functions, Changyong (Chase) Cao

Faculty Scholarship

Establishing direct correlations between molecular motion, crystal structure, and macroscopic properties is essential for designing responsive functional materials. Herein, we report a malononitrile-based aggregation-induced emission luminogen (AIEgen), TPA-CN, that crystallizes into multiple polymorphs exhibiting distinct optoelectronic behaviors. In dilute solution, TPA-CN exhibits excitation-dependent emission spanning from sky blue to red under irradiation from 375 to 425 nm, arising from conformational flexibility and multiple excited-state transitions. In the solid state, subtle differences in crystal packing—governed by torsional angles and intermolecular interactions that modulate dipole moments—lead to pronounced variations in luminescence color and piezoelectric response. Mechanical grinding induces mechanochromic emission shifts without …

Bridging The Expectations Gaap In Financial Reporting, Neal F. Newman

Faculty Scholarship

The true nature of auditing publicly traded companies’ financial statements has been somewhat of an enigma to the general public. Due to this mystery, an “expectations gap” has formed between the public expectations of auditors’ roles and what the auditor actually does in their analysis of financial statements. Auditors are an extremely important piece of the financial reporting puzzle because they determine whether or not a company’s financial statements are a fair and accurate reflection of the company’s financial position, a determination that can be a major influence on how the financial strength of a company is perceived. Newman’s Article …

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 …