Digital Commons Network^™

Teaching Interprofessional Collaborative Skills In Primary Care Using Team-Based Learning With Simulation: A Pilot Study, Elaine B. Cruz, Mamta K. Singh

Faculty Scholarship

No abstract provided.

Affordable Acoustic Solutions: Enhancing Accessibility Through Sustainable Soundproofing Materials, Piper Hutson, James Hutson

Faculty Scholarship

The prohibitive cost of traditional soundproofing materials, such as Mass Loaded Vinyl (MLV) and acoustic mineral wool, often limits their accessibility for smaller studios, community spaces, and individual users. This review investigates the potential of sustainable, low-cost materials to offer an alternative without compromising acoustic quality. Magnetic sound dampeners, recycled wool, egg cartons, and bottle caps, for example, provide effective sound management at a fraction of the cost of commercial products. By focusing on upcycled and readily available materials, this study presents strategies to reduce the financial barriers to soundproofing. It also examines the effectiveness of these alternatives in spaces …

Development And Evaluation Of The Da Vinci Ai Tutor: Enhancing Accessibility And Personalized Learning In Art History Education, James Hutson, Tiffani Barner

Faculty Scholarship

This study examines the implementation of the Da Vinci AI Tutor, an innovative artificial intelligence (AI)-based tutoring platform designed specifically for enhancing personalized and accessible learning in art history within higher education. Launched in Fall 2024 at a private liberal arts institution in the Midwest, the system integrates a conversational AI avatar modeled after Leonardo da Vinci, incorporating immersive virtual reality environments and multimodal interaction capabilities to engage students across undergraduate survey courses, advanced Renaissance classes, and graduate comprehensive exam preparations. Addressing significant gaps in existing humanities education research, the current study explores two primary research questions: (i) How AI-driven …

Debt Tokens, Andrea Tosato, Diane Lourdes Dick, Christopher K. Odinet

Faculty Scholarship

The worlds of crypto and bankruptcy have collided. Once-prominent, fast-growing, and even politically influential platforms for trading cryptocurrencies have imploded spectacularly. Gone are the glossy advertisements, celebrity endorsements, and proclamations that blockchain operates as a law unto itself. Instead, insolvent crypto businesses—including the crypto exchange giant FTX—find themselves in bankruptcy court, no different from any other failed enterprise. These bankruptcies reveal a startling reality: individual investors who placed their trust in these platforms have been stripped of their digital assets. In their stead, they hold hard-to-collect claims against these defunct platforms.

Amid the chill of the crypto winter, bankruptcy has …

Artificial Intelligence, Autonomous Creation, And The Future Path Of Copyright Law, Peter K. Yu

Faculty Scholarship

Most literature at the intersection of copyright and AI has focused primarily on what copyright law is or ought to be. Frequently overlooked is the question of what copyright law will be in the AI space. Understanding this question is crucial because the path of copyright law chosen by the United States will have a major impact on the country's economic and technological future.

This article begins by scrutinizing two lines of arguments that have been advanced to deny copyright protection to AI-generated works: constitutional and incentive-based. The article then discusses a third line of arguments—harmonization-based arguments—and identifies select instances …

Guide To Sec And Business Open Source Corporate Intelligence, Lawrence J. Trautman, Brian Elzweig, Neal F. Newman

Faculty Scholarship

An agency of the U.S. intelligence community observes, "The explosion of open source intelligence (OSINT) in recent years has transformed how governments and people around the world consume and process information about society and global issues." It is likely that "We all use open-source and probably don't even realize it, but we also use it for different reasons. You might use open-source information to do a credibility check and to find out more about the person selling you something on Facebook marketplace." Others "may research someone… met on a dating app or before hiring someone for a job." Every use …

Development Of A Self-Management Tool For Individuals With Seizure Clusters: Trial Design And Methodological Report, Molly Mcvoy, Eytan Hirsch, Luisa Londono, Kari Colón-Zimmermann, Jin Seok Cho, Martha Sajatovic

Faculty Scholarship

Background: Despite advances in anti-seizure medications (ASMs) for people with epilepsy (PWE), adverse outcomes, negative health events (NHEs), and breakthrough seizures remain common. Rescue medication (RM) can better manage repetitive seizures, but barriers to RM use persist. Self-management for PWE and a history of NHEs (SMART) is an evidence-based epilepsy self-management program aimed at reducing barriers and maximizing facilitators to self-care in high-risk PWE. Methods: This 2-phase, ongoing clinical trial adapts SMART to integrate RM support for PWE with repetitive seizures. Phase 1, now completed, used input from an advisory board (AB) of PWE, caregivers, and clinicians to adapt the …

Science-Based Policy Recommendations For Managing Emerging Pollutants: Protecting Water Quality For The Health Of People And The Environment, Sarantuyaa Zandaryaa, Ali Fares, Gabriel Eckstein, Regina M. Buono, Mary Trudeau, James E. Nickum, Xingui Xia, Atikur Rahman, Marijn Korndewal, Cassiana C. Montagner, Piero R. Gardinali, Robert Michael Di Filippo, Anoop Veettil

Faculty Scholarship

Emerging water pollutants are a growing global concern due to their ubiquitous presence in water resources worldwide and their potential adverse effects on human health and ecosystems. Limited scientific understanding of sources of emerging pollutants’ emissions to water bodies and their pathways, behaviour, and fate in aquatic environments, as well as human health and ecological effects, is a significant hindrance in managing emerging water pollutants. With exceptions concerning PFAS/PFOS and microplastic beads, there are few regulations for emerging pollutants in national water and environmental policies, which results in a critical gap in safeguarding human health and aquatic ecosystems through effective …

Promises, Promises: Understanding Claims Made In Social Robot Consumer Experiences, Johanna Gunawan, Sarah Elizabeth Gillespie, David Choffnes, Woodrow Hartzog, Christo Wilson

Faculty Scholarship

Social robots are a class of emerging smart consumer electronics devices that promise sophisticated experiences featuring emotive capabilities, artificial intelligence, conversational interaction, and more. With unique risk factors like emotional attachment, little is known on how social robots communicate these promises to consumers and whether they adequately deliver upon them within their overall product experiences prior to and during user interaction.

Animated by a consumer protection lens, this paper systematically investigates manufacturer claims made for four commercially available social robots, evaluating these claims against the provided user experience and consumer reviews. We find that social robots vary widely in the …

Response To Petition For Rehearing En Banc, Felicia M. Sonmez V. Wp Company Llc Et Al, Madeline H. Meth, Brian Wolfman, Becca Steinberg, Regina Wong, Elizabeth Brownstein, Nathaniel Allen Deacon

Faculty Scholarship

Felicia Sonmez alleges that the Washington Post violated the D.C. Human Rights Act by banning her from covering certain stories because she is a woman and a sexual-assault survivor. Op. 2-3. After finding Sonmez’s detailed allegations plausible, a panel of this Court rejected as premature the Post’s First Amendment defense that its decision was driven not by discrimination but by a desire to maintain an appearance of objectivity. Op. 4. Because “what actually motivated the Post editors to impose the bans on Sonmez is a factual question,” the panel held, the Post’s First Amendment defense could not be resolved on …

Managing The Cost Of Services For People With Disabilities: International Approach. Part Ii: Ohio, United States, Dana Pugh, Jaroslaw Richard Romaniuk

Faculty Scholarship

Introduction: Four years of managing a housing network for people with disabilities prompted a rethinking of the financial management of the services offered. Clients with different needs require diverse professional staff for their home care. Emergency situations require that professionals offering assistance maintain the highest level of education possible. Financial resources often limit the quality of care for people with disabilities. Method: This paper is based on a literature search and on professional experience (Dana Pugh) in the management of a housing program for people with disabilities in Cleveland, Ohio (USA). Findings: In Poland, people with disabilities usually live with …

Soft Robotic Brittle Star Shows The Influence Of Mass Distribution On Underwater Walking, Zach J. Patterson

Faculty Scholarship

Most walking organisms tend to have relatively light limbs and heavy bodies in order to facilitate rapid limb motion. However, the limbs of brittle stars (Class Ophiuroidea) are primarily comprised of dense skeletal elements, with potentially much higher mass and density compared to the body disk. To date, little is understood about how the relatively unique distribution of mass in these animals influences their locomotion. In this work, we use a brittle star inspired soft robot and computational modeling to examine how the distribution of mass and density in brittle stars affects their movement. The soft robot is fully untethered, …

How Engineering Students Learn And Are Impacted By Empathy Training: A Multi-Year Study Of An Empathy Program Focused On Disability And Technology, Eric Schearer

Faculty Scholarship

Measurable results of efforts to teach empathy to engineering students are sparse and somewhat mixed. This study’s objectives are (O1) to understand how empathy training affects students’ professional development relative to other educational experiences, (O2) to track empathy changes due to training over multiple years, and (O3) to understand how and what students learn in empathy training environments.

Behavior Of Rio Sao Francisco Piranhas In Response To Changes In Space And Density, Ronald G. Oldfield, Josie E. Thal, Kristen E. Lukas

Faculty Scholarship

Previous observations of Rio Sao Francisco piranhas (Pygocentrus piraya) at Cleveland Metroparks Zoo revealed frequent aggressive interactions, which were associated with the injury and death of some individuals. Fishes are known to increase aggressive behavior when available space is limited. We compared the behavior of the piranhas longitudinally across three different space/density conditions: (1) in a group held in a small aquarium before the death of one individual, (2) in the same group after the death of one individual, (3) and in one individual of the group after it was later moved into a larger, multispecies aquarium. In the smaller …

Personalizing And Decolonizing General Education: A Case Study In Gamifying Global Art History Curriculum, James Hutson, Trent Olsen, Robyne Elder

Faculty Scholarship

This study explores the transformation of general education art history courses at a liberal arts college, shifting from Eurocentric surveys to a decolonized, gamified, and student-centered curriculum. Through a longitudinal mixed-methods design, the research evaluates the integration of global narratives and innovative teaching strategies to enhance student engagement and global competencies. Data from pre- and post-implementation surveys with faculty, students, and instructional designers demonstrate significant improvements in student satisfaction, cultural openness, and engagement with global art. Challenges include navigating demographic skews, addressing the complexity of gamified structures, and refining assignment instructions. Findings highlight the value of curriculum redesigns that promote …

Book Review: How To Set Up And Run A Law Clinic, Peggy Maisel, Paul R. Tremblay

Faculty Scholarship

This book answers many questions for those tasked with deciding whether and how to fund a law school clinic. It also provides metrics by which to evaluate the operations of a clinic. And finally, this book addresses not just how best to run a clinic, but in many ways how best to deliver legal services to a community in great need of legal help, whether through a law school program or in the neighborhood. It answers questions every legal aid office in the world with limited resources must answer: how to choose clients, how to decide which services the clients …

Reply Brief For Plaintiff-Appellant, Jane Roe V. Marshall University Board Of Governors, Ryan M. Donovan, J. Zak Ritchie, Madeline H. Meth, Gregory Bowe, Erin Hunter, Sarah Monahan

Faculty Scholarship

Marshall does not dispute that Jane Roe’s experience as a student there was marred by fellow-student John Doe’s repeated sexual harassment. Doe’s harassment of Roe escalated on September 3, 2022, when he sexually assaulted her at a Marshall-football-watch party near campus. Instead of supporting Roe to confront the assault’s aftermath or the lingering on campus hostile environment, Marshall punished her, pretextually shuffling her through an investigation riddled with procedural deficits, in an attempt to cover its tracks.

Marshall argues it isn’t liable because it lacks control over all off-campus sexual assaults. But it undermines itself by admitting it exercised control …

Heterogeneity Of Layer 1 Interneurons In The Mouse Medial Prefrontal Cortex, Chen Shen, Wanpeng Cui, Wen Cheng Xiong, Lin Mei

Faculty Scholarship

Cortical Layer 1 (L1) acts as a critical relay for processing long-range inputs. GABAergic inhibitory interneurons (INs) in this layer (Layer 1 interneurons [L1INs]) function as inhibitory gates, regulating these inputs and modulating the activity of deeper cortical layers. However, their characteristics and circuits in the medial prefrontal cortex (mPFC) remain poorly understood. Using biocytin labeling, we identified three distinct morphological types of mPFC L1INs: neurogliaform cells (NGCs), elongated NGCs (eNGCs), and single-bouquet cell-like (SBC-like) cells. Whole-cell recordings revealed distinct firing patterns across these subtypes: NGCs and eNGCs predominantly exhibited late-spiking (LS) patterns, and SBC-like cells displayed a higher prevalence …

The Virtual Wunderkammer: Integrating Neuroinclusive Design And Ai-Augmented Technologies For Immersive Museum Experiences, Piper Hutson, James Hutson

Faculty Scholarship

The Virtual Wunderkammer represents an innovative paradigm in museum exhibition design, integrating neuroinclusive principles with artificial intelligence (AI)-augmented technologies to foster immersive and cognitively accessible visitor experiences. Historically, the Wunderkammer, or "cabinet of curiosities," served as a precursor to modern museums, offering eclectic collections that stimulated intellectual curiosity and sensory engagement. The contemporary reimagining of this concept utilizes emerging technologies such as augmented reality (AR), virtual reality (VR), haptic feedback, and olfactory-enhanced digital environments to create personalized, adaptive museum experiences. This study explores the critical intersection of neuroaesthetics, cognitive science, and AI-driven interactivity in digital exhibitions, emphasizing their potential to …

Public Funds, Public Functions, Private Actors: The Cognitive Dissonance Of Us Health Law, William M. Sage

Faculty Scholarship

This chapter begins with the evolution of American medicine from a “sovereign” self-regulating profession focused on direct patient service to a large industry that serves the social sector but that, because of its professional heritage, receives extensive public subsidies without equivalent public accountability. Next, the chapter identifies regulatory dynamics in American health care governance that structurally discourage movement from the prevailing, if dissonant, private law framework to one explicitly grounded in public law. The chapter concludes by highlighting the challenges and opportunities inherent in a private law approach to what is intuitively a public law domain.

Regionalism And The Federal Reserve Banks, Kathryn Judge, Lev Menand

Faculty Scholarship

Regionalism is central to our country’s central banking system. Rather than rely on a single organization to set monetary policy and oversee banks, Congress created a multiplicity of bodies including twelve Federal Reserve Banks (FRBs), each designed to operate in a different part of the country. These FRBs are an early and undertheorized example of how the federal government uses regional bodies to formulate and administer federal policy. When they were first authorized in 1913, their regional character assuaged concerns about centralizing power over the economy. Today, the FRBs continue to play a number of important roles, helping to shape …

Human-Ai Collaboration In Writing: A Multidimensional Framework For Creative And Intellectual Authorship, James Hutson

Faculty Scholarship

The integration of AI technologies into the writing process has significantly altered traditional notions of authorship, creativity, and intellectual labor. Historically, writing was seen as a human-driven cognitive and creative exercise, but with the rise of generative AI tools such as ChatGPT and Claude, the line between human and AI contributions has become increasingly ambiguous. This paper addresses the limitations of the current sliding scale model, which views AI involvement as ranging from “none” to “complete”. In its place, we propose a new multidimensional framework that more accurately reflects the complexity of human-AI collaboration in writing. The model includes axes …

Development Of A Self-Management Tool For Individuals With Seizure Clusters: Trial Design And Methodological Report, Molly Mcvoy, Eytan Hirsch, Luisa Londono, Kari Colón-Zimmermann, Jin Seok Cho, Evelyn K. Shih, Martha Sajatovic

Faculty Scholarship

Background: Despite advances in anti-seizure medications (ASMs) for people with epilepsy (PWE), adverse outcomes, negative health events (NHEs), and breakthrough seizures remain common. Rescue medication (RM) can better manage repetitive seizures, but barriers to RM use persist. Self-management for PWE and a history of NHEs (SMART) is an evidence-based epilepsy self-management program aimed at reducing barriers and maximizing facilitators to self-care in high-risk PWE. Methods: This 2-phase, ongoing clinical trial adapts SMART to integrate RM support for PWE with repetitive seizures. Phase 1, now completed, used input from an advisory board (AB) of PWE, caregivers, and clinicians to adapt the …

Performing Protest, Performing Memory: Speech Act Theory And January 6, Mary Lynne Gasaway Hill

Faculty Scholarship

In daily life, memory performs a staggering array of tasks. It offers reassurance, validation, legitimation, and approval. It transgresses boundaries and polices them. It confirms understandings and undermines them. It warms our hearts and chills our blood. In the realm of protest, as this article will show, memory works through intentional language use. In the context of activism, acts of memory are often performative: they aim not just to restate the status quo, but to change something about it. This chapter operationalises J.L. Austin’s Speech Act Theory (1994, SAT) as a lens through which to examine how the contentious discourse …

Thrombocytopenia In Sepsis, Alireza Setarehaseman, Robert W. Maitta

Faculty Scholarship

Platelets, traditionally known for their role in hemostasis, have emerged as key players in immune response and inflammation. Sepsis, a life-threatening condition characterized by systemic inflammation, often presents with thrombocytopenia, which at times, can be significant. Platelets contribute to the inflammatory response by interacting with leukocytes, endothelial cells, and the innate immune system. However, excessive platelet activation and consumption can lead to thrombocytopenia and exacerbate the severity of sepsis. Understanding the multifaceted roles of platelets in sepsis is crucial for developing effective therapeutic strategies. Targeting platelet-mediated inflammatory responses and promoting platelet production may offer potential avenues for improving outcomes in …

The Evolution And Future Of Microservices Architecture With Ai-Driven Enhancements, Jill Willard, James Hutson

Faculty Scholarship

Microservices architecture has revolutionized software development by enabling the decomposition of monolithic applications into smaller, more manageable services. While this shift has reduced risks and enhanced system resiliency, the increasing complexity of managing numerous microservices presents new challenges. As Artificial Intelligence (AI) continues to evolve, there is a growing need to explore how autonomous AI agents can optimize microservices architectures, particularly in terms of communication and workflow orchestration. The purpose of this study is to investigate how AI agents can autonomously interact and manage microservices, reducing human intervention and enhancing system efficiency. The key research question guiding this investigation relates …

Applicable And Generalizable Machine Learning For Intelligent Welding In Automotive Manufacturing, Peng Edward Wang, Xijia Zhao

Faculty Scholarship

This review paper examines the application and challenges of machine learning (ML) in intelligent welding processes within the automotive industry, focusing on resistance spot welding (RSW) and laser welding. RSW is predominant in body-in-white assembly, while laser welding is critical for electric vehicle battery packs due to its precision and compatibility with dissimilar materials. The paper categorizes ML applications into three key areas: sensing, in-process decision-making, and post-process optimization. It reviews supervised learning models for defect detection and weld quality prediction, unsupervised learning for feature extraction and data clustering, and emerging generalizable ML approaches like transfer learning and federated learning …

Can Chatgpt Implement Finite Element Models For Geotechnical Engineering Applications?, Hyoung Suk Suh

Faculty Scholarship

This study assesses the capability of ChatGPT to generate finite element code for geotechnical engineering applications from a set of prompts. We tested three different initial boundary value problems using a hydro-mechanically coupled formulation for unsaturated soils, including the dissipation of excess pore water pressure through fluid mass diffusion in one-dimensional space, time-dependent differential settlement of a strip footing, and gravity-driven seepage. For each case, initial prompting involved providing ChatGPT with necessary information for finite element implementation, such as balance and constitutive equations, problem geometry, initial and boundary conditions, material properties, and spatiotemporal discretization and solution strategies. Any errors and …

We Need To Talk: Modernizing Attorney-Client Jail Communications, Cynthia Alkon

Faculty Scholarship

Attorney-client jail phone calls, video calls, and emails are all routinely recorded and monitored by jails, with numerous examples of jails and private telecommunications providers giving those recordings and emails to law enforcement and prosecutors. This widespread failure to protect the confidentiality of attorney-client communications prevents lawyers from being able to enjoy easy, quick, and regular communications with their clients. In practice, and despite the ever-expanding communication methods in the outside world, those held in jails in this country while their criminal cases are pending are effectively stuck in the nineteenth century when the only way to communicate was in …

The Common Law Of Constitutional Conventions, David E. Pozen

Faculty Scholarship

Professor Jill Lepore’s Jorde Symposium lecture paints a rich portrait of state constitutional conventions as engines of democratization during the 1800s and issues a dire warning about the United States’ ongoing amendment drought. Citing their unfamiliarity, however, Lepore declines to consider federal constitutional conventions as a possible corrective. In this response Essay, I argue: first, that Lepore’s marginalization of Article V’s convention mechanism is in tension with her own historical and normative account; second, that while Lepore’s wariness of conventions is entirely understandable given the state of our politics — and entirely commonplace among progressives — it carries significant risks …