Digital Commons Network^™

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 …

Global Aging & Geriatric Experiments In Bipolar Disorder (Gage-Bd): Building A Global Consortium Benefiting People With Bipolar Disorder In Later Life, Martha Sajatovic

Faculty Scholarship

Purpose of Review: Findings from the Global Aging & Geriatric Experiments in Bipolar Disorder (GAGE-BD) project, including sociodemographic and clinical information from older age bipolar disorder (OABD) and healthy participants around the globe (approximately N = 5000) were reviewed. Data was collected in multiple waves to create a large integrated dataset. Recent Findings: BD does not seem to fade with age. BD subtype and early/late onset did not show significant differences in daily functioning. Physical comorbidities were more frequent in OABD compared with controls. Women with OABD had an earlier age at onset and more psychiatric hospitalizations. Summary: GAGE-BD is …

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 …

Shadow Banking And Securities Law, Gabriel Rauterberg, Jeffery Y. Zhang

Faculty Scholarship

Shadow banking may be the single greatest challenge facing financial regulation. Financial institutions that function like banks, but fall outside the scope of banking regulation — aptly termed “shadow banks” — were at the heart of the Global Financial Crisis and most episodes of serious financial stress since then. Scholars have largely focused on one response to this problem: extending traditional banking regulation to shadow banks. Yet more than fifteen years after the crisis, major regulatory efforts along this route have stalled.

In this Article, we explore the uneasy case for greater regulation of shadow banking through a different route …

Psychosocial Burden And Suicidality In Epilepsy: A Public Health Concern, Martha Sajatovic

Faculty Scholarship

The increased risk for psychosocial burden and suicidality in people with epilepsy compared to the general population is a well-established global public health concern. Suicidality risk is also increased in patients with functional seizures. The timely identification of patients at highest risk for psychosocial burden and self-harm is vital. This can pose a significant challenge for multidisciplinary clinicians caring for people with epilepsy. Early identification of social stressors and comorbid psychiatric contributors via screening are required to assist with the development of predictive models for self-harm in epilepsy; and subsequent options for treatment and the provision of adjunct supports in …

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 …

Novel Biomarkers Of Fetal And Neonatal Environmental Exposure, Effect And Susceptibility, Cynthia F. Bearer

Faculty Scholarship

Abstract: Rapid advancements in science and technology have allowed medical providers to treat wider ranges of diseases with safer and more effective therapies than ever before. One of the areas of health that has been consistently understudied, however, is one that affects us all: environmental health or the effects that the chemicals we are exposed to every day have on our acute and chronic health. This effect can be exacerbated during and shortly after pregnancy, as an individual exposure is often shared by both the mother and the fetus/neonate. The diagnosis and monitoring of chemical exposure can be quite challenging, …

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 …

Tradeoffs In The Energetic Value Of Neuromodulation In A Closed-Loop Neuromechanical System, Zhuojun Yu, Peter J. Thomas, Hillel J. Chiel

Faculty Scholarship

Rhythmic motor behaviors controlled by neuromechanical systems, consisting of central neural circuitry, biomechanics, and sensory feedback, show efficiency in energy expenditure. The biomechanical elements (e.g., muscles) are modulated by peripheral neuromodulation which may improve their strength and speed properties. However, there are relatively few studies on neuromodulatory control of muscle function and metabolic mechanical efficiency in neuromechanical systems. To investigate the role of neuromodulation on the system's mechanical efficiency, we consider a neuromuscular model of motor patterns for feeding in the marine mollusk Aplysia californica. By incorporating muscle energetics and neuromodulatory effects into the model, we demonstrate tradeoffs in the …

Neighborhood Social Processes And Adolescents' Depressive Symptoms: The Intervening Role Of Neighborhood Self-Efficacy, Kristen A. Berg

Faculty Scholarship

Via observational data from the Project on Human Development in Chicago Neighborhoods collected between 1994 and 2001, this study examined the degree to which neighborhood disorder, collective efficacy, and youth-centered institutional resources are directly associated with adolescents' depressive symptoms across time, and the mediating role of adolescents'neighborhood self-efficacy. Latent variable structural equation models were estimated among an unweighted representative sample of 1448 adolescents (59% male, mean age 15.19), across 79 neighborhoods in Chicago, to examine the direct effects of neighborhood disorder, collective efficacy, and availability of youth-centered resources at baseline (measured at timepoint 1; reported by an independent sample of …

How Are You Doing… Really? A Review Of Whole Person Health Assessments, Kurt C. Stange

Faculty Scholarship

Policy Points A redirection of measurement in health care from a narrow focus on diseases and care processes towards assessing whole person health, as perceived by the person themself, may provide a galvanizing view of how health care can best meet the needs of people and help patients feel heard, seen, and understood by their care team. This review identifies key tensions to navigate as well as four overarching categories of whole person health for consideration in developing an instrument optimized for clinical practice. The categories (body and mind, relationships, living environment and finances, and engagement in daily life) include …

Building Toward Population Reserve And A Critical Positive Psychiatry, Peter J. Whitehouse

Faculty Scholarship

No abstract provided.

When Lsat Doesn't Matter And Other Surprising Finds From A Deep Dive Into Academic Probation In Law School, Kari Milligan, Ryan Jerome Lecount

Faculty Scholarship

Numerous students nationwide are placed on academic probation and ultimately dismissed from law school each year. While students often carefully conceal their probationary status, their lack of visibility within legal communities should not be mistaken for an absence of need. These students are frequently uniquely vulnerable—facing unexpected family emergencies or entering law school unprepared. The consequences of dismissal are dire, with students experiencing adverse mental health effects and financial exigencies. During the 2023–2024 academic year alone, tuition and fees for a single year of law school ranged from $30,000 to $48,000. Yet, little research—particularly quantitative—has been conducted in service of …

Deep And Continuous Palliative Sedation Without Artificial Nutrition And Hydration: An International Review, Richard Liu, Thaddeus Pope, April Xiaoyi Xu

Faculty Scholarship

Deep and continuous palliative sedation combined with withholding or withdrawal of artificial nutrition and hydration (collectively termed “PSs̄ANH”) is a medical process regularly used in end-of-life care as a means of alleviating suffering. But PSs̄ANH is often not governed by a clear legal framework. To shed light on different approaches to regulating PSs̄ANH, this Article conducts a comparative analysis of the PSs̄ANH legality across twelve jurisdictions.

To facilitate understanding of this broad issue, we subdivided PSs̄ANH into three categories:

(1) PSs̄ANH will not hasten death (“Type 1 PSs̄ANH”),
(2) PSs̄ANH might, but is not certain to, hasten death (“Type 2 …

Doge's Matrix Structure And Presidential Power, Jason Marisam

Faculty Scholarship

At the start of his second term, President Trump created the Department of Government Efficiency (DOGE), a novel White House entity tasked with reshaping the federal bureaucracy. Far more than a traditional advisory commission, DOGE employed a matrix structure that embedded staff across executive agencies, establishing dual reporting lines to both agency heads and the White House. This essay argues that DOGE’s organizational design represents a structural innovation in presidential control and an evolution of the longstanding “czar” model. Drawing on organizational and principal-agent theories, the essay explores how the matrix structure enhanced the President’s capacity to monitor agency behavior, …

Reframing Compliance For A Polarized World, Miriam H. Baer

Faculty Scholarship

Corporate compliance relies on an intricate network of individuals and organizations to monitor and report wrongdoing. Compliance improves our collective well-being by curbing corporate misconduct and by facilitating the freer flow of information.

Despite notable failures, compliance has thrived over the past three decades, becoming a well-respected element of corporate governance. Now, however, compliance faces a new challenge, as polarization has become the norm in American life. Political parties have grown more ideologically homogeneous, and politicians embrace more extreme variations of the positions they supported just a few years ago. Partisan thinking has moved beyond discrete political debates, spreading to …

The Shadow Defendants, Mariam A. Hinds

Faculty Scholarship

Although the overrepresentation of men, specifically Black men and men of color, in the criminal legal system is well documented, the people who support these men, especially women, have garnered less attention. Women who are proximate to system-involved men—mothers, grandmothers, sisters, daughters, girlfriends, and wives—are invisible actors in the criminal legal system who perform critical tasks and provide essential support. They appear in court to demonstrate a person’s family and community ties, use their assets as collateral for bail, deposit money in commissary accounts, maintain social ties during imprisonment through letters and visits, and bear the burden of filling the …

Progressive Copyright Theory, Emily Behzadi Cárdenas

Faculty Scholarship

The legacy of colonialism, dispossession, and racial injustice is foundational to existing inequalities in modern copyright law. Traditionally, the primary purpose of copyright laws was to incentivize “progress” through the dissemination of new works, thereby conferring economic benefits to both the creator and society at large. Such economic-based notions of “progress” have historically favored the creative contributions of privileged groups while simultaneously disregarding those of historically oppressed groups. Progressive property theory acknowledges that there are social responsibilities and relationships inherent in private property ownership. Scholarship on progressive property law has exposed the need to reevaluate how property law regimes perpetuate …

Taking Integrity Risks Seriously, Miriam H. Baer

Faculty Scholarship

Several recent scandals in higher education have illuminated notable weaknesses in the academy’s scholarly self-monitoring function. Plagiarism, undisclosed conflicts of interest, and shocking allegations of data fraud have arisen in contexts suggesting real weaknesses in peer review and other internal monitoring mechanisms.

Although the legal academy is different in many ways from the rest of higher education, it is hardly immune to the familiar precursors of fraud—opportunity, pressure, and rationalizations. Moreover, the academy's reliance on student-written law reviews creates additional challenges for holding wayward legal scholars accountable for their integrity violations.

This Essay, written for a Symposium hosted by the …

Discord And The Pentagon's Watchdog: Countering Extremism In The U.S. Military, Amy Gaudion

Faculty Scholarship

In his 2022 book, Ward Farnsworth crafts a metaphor from the lead-pipe theory for the fall of Rome to consider how rage and misinformation traveling through today’s technology-enabled pipes are poisoning our civic engagement and threatening our governmental structures: “We have built networks for the delivery of information––the internet, and especially social media. These networks too, are a marvel. But they also carry a kind of poison with them. The mind fed from those sources learns to subsist happily on quick reactions, easy certainties, one-liners, and rage.”1 This Article carries the metaphor into a new context and considers what should …

The Unconscionably Short Warranty, Marie T. Reilly

Faculty Scholarship

A typical consumer product warranty covers products for defects that appear before the warranty period expires. If the manufacturer warrants a vehicle for five years or 60,000 miles, whichever occurs first, problems that require repairs after the warranty period expires are outside the warranty and, therefore, the buyer's problem. Advocates for consumers have developed a theory to escape the claim-barring consequence of expiration of the warranty period. They have argued with some success that the warranty period that would otherwise bar their claim is unconscionable and thus unenforceable under Uniform Commercial Code ("UCC") section 2-302. The warranty period term, they …

Vesting Villainy: The Call To Ban 401(K) Vesting Schedules, Samantha Prince

Faculty Scholarship

The American employee’s efforts to accumulate retirement wealth have been stunted by 401(k) plan vesting schedules for over half a century, yet vesting schedules continue to be legally permissible and pervasively used. Empirical research now exists to show the astronomical number of American workers that annually lose their employer contributions due to vesting schedules—over 1.8 million across 909 plans in 2022 alone. The same research also reveals that in 2022, workers forfeited over $1.5 billion in retirement savings. Critically, employers recycled over 82% of these funds, directly reducing their own contribution obligations. Many private-sector employees in the United States rely …

Introduction, Malia Willey, Scott P. Libson

Faculty Scholarship

The introduction to Teaching Information Literacy by Discipline: Using and Creating Adaptations of the Framework.

Training Module And Assessment Strategy For Light Microscopy Skills Training In A Research Environment, Kristopher E. Kubow, Joseph A. Harsh

Faculty Scholarship

Training in specialized techniques and instrumentation is an important component of undergraduate and graduate education. While such training can occur in formal lab courses, it also occurs as students engage in research. Although training in a research lab setting is typically informal, implementing evidence-based practices from the classroom would be beneficial, particularly for learning complex techniques and instruments, for example, light microscopy. Using advanced microscopes for research is more complicated than using teaching microscopes in a course. In addition, microscopes are easy to misuse because they will generally always produce an image even if that image is suboptimal, misleading, or …

In Search Of A State, Maeve Glass

Faculty Scholarship

This article offers a legal history of one of America’s earliest campaigns of state legislative resistance: the effort in Massachusetts to protest the national government’s perceived dismantling of an old Atlantic commercial order from 1803 to 1815. To date, scholars have either condemned this protest as a dangerous harbinger of the Civil War or vindicated it as an inevitable and salutary extension of the Founding. This article steers a different course. By focusing on the evolving language of protest and the complex hybrid of ideas and material realities from which this language emerged, this article illuminates how Federalist leaders who …

Interplanetary Risk Regulation, Jonathan B. Wiener, Charles (Chase) Hamilton

Faculty Scholarship

Space exploration promises new opportunities but also new risks. After centuries of national settlements and international conflicts on Earth, and the Cold War era of two great power states racing to the Moon, today we see a rapidly proliferating arena of actors, both governmental and non-governmental, undertaking bold new ventures off-Earth while posing an array of new risks. These multiple activities, actors, and risks raise the prospects of regulatory gaps, costs, conflicts, and complexities that warrant reconsideration and renovation of legacy legal regimes such as the international space law agreements. New approaches are needed, beyond current national and international law, …