Digital Commons Network^™

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 …

Trump’S Multi-Pronged Attack On Renewable Energy, Michael B. Gerrard

Faculty Scholarship

Federal policy on renewable energy took a 180-degree turn on the day of Donald Trump’s second inauguration. The Biden administration had rightly seen a massive expansion of clean energy, especially wind and solar and the associated storage and transmission, as key to moving away from fossil fuels and fighting climate change. But Mr. Trump denies that climate change is a serious problem and works to increase both the supply of and the demand for fossil fuels.

This article discusses the range of actions involved in the Trump administration’s attack on renewable energy.

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 …

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 …

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 …

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 …

Enshrining Library And University Values Through The Creation Of A Policy Committee, Brian Sullivan, Rebecca B. French

Faculty Scholarship

As interprofessional organizations operating within the context of higher education, academic libraries find themselves pulled between competing forces with regards to both policies and values. Departmental, unit, library, division, university, and professional interests all hold sway over a library's decision-making and its implementation of policies and procedures, making balancing these tensions a complex endeavor. When faced with a backlog of needed policy revisions and a campus-wide review by the Provost's office that resulted in additional policy update requests, the authors formed a policy committee within their library's faculty governance body. This chapter details how we kept organizational values in mind …

Sparsity-Promoting Hierarchical Bayesian Model For Eit With A Blocky Target, D. Calvetti, E. Somersalo

Faculty Scholarship

The electrical impedance tomography (EIT) problem of estimating the unknown conductivity distribution inside a domain from boundary current or voltage measurements requires the solution of a nonlinear inverse problem. Sparsity promoting hierarchical Bayesian models have been shown to be very effective in the recovery of almost piecewise constant solutions in linear inverse problems. We demonstrate that by exploiting linear algebraic considerations it is possible to organize the calculation for the Bayesian solution of the nonlinear EIT inverse problem via finite element methods with sparsity promoting priors in a computationally efficient manner. The proposed approach uses the Iterative Alternating Sequential (IAS) …

The Role Of Employee Relationship Orientation In The Value Co-Creation – Firm Performance Link, Perry L. Parke, Prachi Gala, Pramod Iyer, Stefan Sleep, Mona Sinha

Faculty Scholarship

Purpose – This paper links employees’ relationship orientation, or their sense that the organization respects their contribution, to value co-creation and overall firm performance. It also measures the effects on innovation and knowledge sharing.

Design/methodology/approach – A total of 301 US product and marketing managers participated in a survey. Measurement and structural models were evaluated using partial least squares structural equation modeling.

Findings – Main findings suggest that increased value co-creation (VCC) activity has a significant effect on employee relationship orientation. This study also finds that employee relationship orientation plays a mediating role in the relationship between VCC and firm …

Neuronal Mct2 Promotes Angiogenesis Via Lactate In The Developing Mouse Neocortex, Daehoon Lee, Anika Wu, Lingling Yao, Shreya Satish, Lin Mei, Wen Cheng Xiong

Faculty Scholarship

Neural activity drives blood vessel (BV) formation and energy substrate delivery in the developing brain to meet rising metabolic demands; however, the underlying mechanisms remain poorly understood. In this study, we exposed neonatal mice to chronic whisker stimulation (WS), a paradigm known to enhance BV formation in the somatosensory (S1) cortex. Transcriptomic (RNA-seq) and spatial (RNA-scope) analyses revealed that WS upregulated monocarboxylate transporter 2 (MCT2) in cortical neurons and MCT1 in endothelial cells (ECs). These changes coincided with increased cortical lactate levels, elevated astrocytic vascular endothelial growth factor A (VEGFa), and enhanced angiogenesis. Functional experiments demonstrated that neuronal MCT2 is …

Evaluating Anti-Sickling Therapies For Sickle Cell Disease: A Microfluidic Assay For Red Blood Cell-Mediated Microvascular Occlusion Under Hypoxia, Zoe Sekyonda, Yuxuan Du, Solomon Oshabaheebwa, Payam Fadaei, Yusang B. Ley, Calvin Abonga, Michael A. Suster, Pedram Mohseni, Umut A. Gurkan

Faculty Scholarship

Sickle cell disease (SCD) is characterized by the polymerization of hemoglobin S (HbS) upon deoxygenation, leading to the formation of sickled red blood cells (RBCs) with reduced deformability. Under hypoxic conditions, the impaired RBC behavior significantly contributes to vaso-occlusive events, hemolysis, and end-organ damage. Consequently, RBC deformability serves as a pivotal hemorheological biomarker for evaluating disease severity and therapeutic response. The OcclusionChip, a microfluidic assay, measures RBCs deformability through microcapillary occlusion. However, its current hypoxic assay relies on a complex nitrogen gas setup, rendering it bulky, expensive, and unsuitable for point-of-care diagnostic use. Here, we optimized a chemically induced hypoxia …

Florent Schmitt's Dionysiaques, Op. 62, Trevor Frost

Faculty Scholarship

This article by Trevor Frost explores Dionysiaques, Op. 62, a groundbreaking work for wind band by French composer Florent Schmitt, situating it within its historical, cultural, and musical contexts. Written in 1913 for the elite Musique de la Garde Républicaine, Dionysiaques stands out as a rare example of original symphonic band repertoire during a time when military bands primarily played marches and transcriptions. Schmitt’s composition blends French impressionism with rhythmic intensity, drawing on the influence of composers like Debussy, Ravel, and his teacher Gabriel Fauré, while also aligning with the forward-looking aesthetics of Stravinsky and early neoclassicism.

Frost discusses …

Knowledge-Driven Interpretative Conditional Diffusion Model For Contrast-Free Myocardial Infarction Enhancement Synthesis, Shuo Li

Faculty Scholarship

Synthesis of myocardial infarction enhancement (MIE) images without contrast agents (CAs) has shown great potential to advance myocardial infarction (MI) diagnosis and treatment. It provides results comparable to late gadolinium enhancement (LGE) images, thereby reducing the risks associated with CAs and streamlining clinical workflows. The existing knowledge-and-data-driven approach has made progress in addressing the complex challenges of synthesizing MIE images (i.e., invisible myocardial scars and high inter-individual variability) but still has limitations in the interpretability of kinematic inference, morphological knowledge integration, and kinematic-morphological fusion, thereby reducing the transparency and reliability of the model and causing information loss during synthesis. In …

Out From The Shadows: Party Documents In Chinese Courts, Benjamin L. Liebman, Eva Gao, Xiaohan Wu, Rachel E. Stern, Margaret Roberts

Faculty Scholarship

The Communist Party’s influence over the Chinese legal system is generally assumed to be behind the scenes, largely invisible to outside observers. Since General Secretary Xi Jinping came to power in 2012, there has been renewed attention within and outside of China to the relationship between the Communist Party and the legal system. Much of this recent writing has emphasized the degree to which Xi’s efforts to affirm Party superiority and break down barriers between the Party and the State reflects a profound shift in governance and a reversal of a decades-long effort to distinguish between Party roles and those …

The Trump Administration Reverses U.S. Position On Unrwa Immunities, Lori Fisler Damrosch

Faculty Scholarship

On April 24, 2025, the U.S. Department of Justice submitted a letter in a civil lawsuit that maintains for the first time that the United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA) is not immune from U.S. civil litigation. The letter reverses the position taken by the previous administration in the same lawsuitFootnote 2 and alters nearly eight decades of U.S. practice concerning the immunities of UN entities that are considered subsidiary organs of UN principal organs and thus part of the United Nations itself. Heretofore, the government stated that such organs are entitled …

The Pastor As Romantic Author: Ai, Preaching, And The Unacknowledged Inheritance Of Authenticity, Daniel Plate, James Hutson

Faculty Scholarship

This article interrogates contemporary reactions to sermons produced with generative technologies through a historical–conceptual lens, arguing that widespread judgments of such outputs as “soulless,” “generic,” or lacking a “beating heart” are best explained by an unacknowledged inheritance from nineteenth-century Romantic expressivism. Rather than treating resistance to machine authorship as a theological verdict on computational incapacity, the study reconstructs how Romanticism centered authorship in sincere self-expression and solitary genius, displacing earlier heraldic expectations that prized fidelity to a received message. Methodologically, the analysis combines intellectual history with discourse analysis of global Christian experiments in synthetic composition (2020–2025), denominational guidance, and media …

Redefining Law In China, Zeming Liu, Benjamin L. Liebman

Faculty Scholarship

Although there is a growing body of literature on the role of law under authoritarian regimes, scholars have paid little attention to authoritarian legal ideology or conceptions of legality in contemporary authoritarian states. This Article presents the first in-depth study of the Chinese Communist Party’s recent novel attempt to introduce and implement an official legal ideology under the banner of “Xi Jinping’s Thought on the Rule of Law,” one which aims both to create a definitive theory of law and to offer a guide to China’s legal development. We examine four principal components of this legal ideology: the theoretical definition …

When Evidence Modeling Meets Knowledge Distillation: Towards Reliable Contrast-Enhanced Knowledge Distillation For Non-Contrast Medical Image Segmentation, Shuo Li

Faculty Scholarship

Contrast-enhanced knowledge distillation promises to transform medical diagnostics and reveal promising approaches for tumor segmentation on non-contrast medical images. However, existing methods related to contrast-enhanced knowledge distillation still make it hard to distill reliable contrast-enhanced knowledge for tumor segmentation due to the limitations of (1) unable to quantify uncertainty information for reliable contrast-enhanced and non-contrast knowledge modeling, which leads to an over-confidence cross-domain adaptation for transferring contrast-enhanced knowledge; (2) using vision information only ignores rich semantic features in medical language, which make it hard to model complex tumor enhancement feature. In this study, we propose an evidence-guided and tumor-aware knowledge …

Traditional And Computational Canons, Eric H. Martinez

Faculty Scholarship

As part of the rise of modern textualism, dictionaries and linguistic canons have become a ubiquitous part of legal interpretation. One longstanding question is whether judges citing these tools sincerely attempt to follow the meaning of a text, or if their invocation is merely window-dressing for a preferred outcome. The practical significance of this question extends across all major doctrinal areas, and with the Supreme Court’s overturning of Chevron deference, its importance is only to grow, as courts are now instructed to use every tool at their disposal to resolve ambiguity when interpreting a law. This Article is the first …

Criminal Court's Disability, Zohra Ahmed

Faculty Scholarship

Do criminal courts meaningfully accommodate psychiatric disability? A review of competency proceedings across the United States suggests not. In competency to stand trial proceedings, criminal court actors offer a narrow vision of psychiatric disability that excludes many defendants. Ultimately, the institutional context of criminal court undermines even the meagre accommodations that the competency framework provides.

Competency proceedings are the constitutional accommodations available to disabled defendants if they can establish that they are unable to consult with their lawyers or if they do not have a rational or factual understanding of the proceedings against them. After a finding of incompetency, the …

Performance Leads Governance: A Comment On Professor Tallarita’S Dual-Class Analysis, David J. Berger, Pierluigi Matera

Faculty Scholarship

The rise of dual-class stock structures in corporate governance has sparked intense academic, legal, and regulatory debate. In his recent contribution, Dual-Class Contracting, Professor Tallarita persuasively challenges some contemporary interpretations of contractarian theories by showing that dual-class structures do not reflect bespoke bargaining or firm-specific negotiation, but rather result from lawyer-driven standardization, social norms, and path dependency.

Drawing on Tallarita’s empirical findings, we argue that the reality of dual-class structures extends beyond governance formality. Specifically, we contend that investor behavior is driven not by structural governance ideals, but by corporate performance and mission alignment. Companies increasingly design governance structures based …

De Minimis Copying: An Empirical Study, Jessica Silbey, Samantha Zyontz

Faculty Scholarship

In the internet age, the copyright de minimis defense has increased in relevance as copyright lawsuits (and IP generally) are more mainstream and infringement liability more widespread. This Article is the first empirical analysis of copyright de minimis defense cases, collecting and analyzing all such decisions since the mid-19th century. It traces the doctrine’s development over the past century and its evolution in the digital era, when copying has become even more ubiquitous but its triviality remains widely disputed. The Article’s aim is not only to map the de minimis defense to learn more about it doctrinally—asking when is copying …

Reasoning From Injustice, Robert L. Tsai

Faculty Scholarship

In a series of lectures at Yale Law School, the Harvard political theorist Judith Shklar critiqued leading models of justice as overly abstract and lacking a realistic account of the social dynamics that perpetuate injustice. In this essay, Professor Tsai builds on Shklar’s account of injustice as a social phenomenon by offering a structural reading of key literary texts that explore the nature of legal injustice—from the Book of Job to Harriett Beecher Stowe’s Uncle Tom’s Cabin and Frederick Douglass’s The Heroic Slave. A close reading of these texts permits us to flesh out Shklar’s observations and “give injustice …

Drive-By Mediation And Other Opportunistic Distortions Of Process, Nancy A. Welsh

Faculty Scholarship

Many states in the United States, along with many nations, have implemented special benefits and privileges to encourage parties’ use of mediation to assist their communication, negotiation, and ultimate resolution of disputes. This is despite how loosely mediation is defined. This Article discusses how vague definitions, paired with special benefits and privileges, are incentivizing both the opportunistic distortion of mediation and the use of mediation for improper purposes. In Texas, for example, judges are extraordinarily limited in their ability to disapprove parents’ mediated child custody agreements—even if there is reason to worry that an agreement is contrary to the best …

Judicial Enforcement Of Evidence Law, G. Alexander Nunn

Faculty Scholarship

The truth matters. At least it should. In the courtroom, truth can serve as the cornerstone of justice, liberating the innocent, vindicating victims, and holding the guilty to account. Indeed, truth is such a normative imperative that an entire legal discipline now focuses on fostering its discovery at trial—evidence law. By regulating both the reliability of proof and the rationality of cognitive inferences, evidence law seeks to help factfinders discern truth and reach an accurate verdict. And given the importance of that role, one might naturally assume that the strict enforcement of evidence law would be a legal mandate of …