Digital Commons Network^™

Mobility And Power In Temp Work, Andrew Elmore

Faculty Scholarship

Labor mobility is an underdiscussed determinant of temp worker power. Drawing on original interviews with professional and blue-collar workers who work as and alongside temps, this Article shows how businesses use staffing agencies to restrict the labor mobility of contingent workers. Staffing agencies limit worker mobility by imposing user- and worker-side contractual restraints while misrepresenting themselves to temp workers as their sole employer. They also exploit state-imposed mobility limitations by recruiting foreign nationals and people leaving incarceration and channeling them into their most precarious work. This enables clients to dismantle internal labor markets and to fill staffing shortages without raising …

Do Academic Researchers Care About Patent Infringement? A Pcr Case Study, Janet Freilich

Faculty Scholarship

Because much cutting-edge academic research involves building on other new technologies, university research often involves making or using a patented invention—an act of patent infringement. The problem of how patents affect academic researchers has attracted considerable attention, but legal scholars are divided on the magnitude of patents’ potential impact. Many scholars fear that patents will entirely hobble academic scientific research, while others find that academic researchers entirely ignore patents and thus that they have little impact. This Article adds a piece of empirical evidence to the debate by studying the example of polymerase chain reaction (PCR) technology. In the early …

Legislative Speech & Decorum, Sean J. Kealy

Faculty Scholarship

Decorum requires legislators to self-limit their free speech rights as citizens; things that may be said and done in the public square would violate legislative decorum rules. In 2023, two legislatures made headlines by using decorum rules to silence young legislators with minority views. In Tennessee, the House expelled two representatives after they walked into the House well and led protestors in the galleries in several chants demanding the House take up gun control legislation. In Montana, the House excluded a representative from the House Floor after she spoke against a bill to forbid minors access to gender affirming care. …

What We Should Know About The Reliability Of Empirical Legal Studies, Kathryn Zeiler

Faculty Scholarship

The findings of replication studies conducted in the early 2010s led many to declare that science was in the midst of a “replication crisis.” Since then, a growing number of reforms have been proposed and tested. The field of empirical legal studies seems behind other fields such as psychology, economics, political science, medicine, biology, and others that have taken significant steps toward uncovering the general reliability of the field’s empirical work, investigating the causes of observed unreliability, and instituting and testing the effects of various reforms. The purpose of this Article is to summarize what we know about the reliability …

Discriminatory Censorship Laws, Jonathan Feingold, Joshua Weishart

Faculty Scholarship

The summer of 2020 ignited global protests for racial justice. Across the United States, millions marched with a modest plea: that America reckon with its racism. For K-12 schools, this moment pushed local communities and district leaders to create more inclusive classrooms and curricula. Yet before the summer had ended, America's antiracist turn provoked a backlash campaign that has proven far more impactful and enduring.

This campaign has featured the rise and spread of "discriminatory censorship laws"-a term we apply to government action designed to demean inclusionary values and to deny students access to critical knowledge, inquiry, and thinking. As …

The Great Scrape: The Clash Between Scraping And Privacy, Daniel J. Solove, Woodrow Hartzog

Faculty Scholarship

Artificial intelligence (AI) systems depend on massive quantities of data, often gathered by “scraping”—the automated extraction of large amounts of data from the internet. A great deal of scraped data contains people’s personal information. This personal data provides the grist for AI tools such as facial recognition, deep fakes, and generative AI. Although scraping enables web searching, archiving of records, and meaningful scientific research, scraping for AI can also be objectionable and even harmful to individuals and society.

Organizations are scraping at an escalating pace and scale, even though many privacy laws are seemingly incongruous with the practice. In this …

Gig Work At What Cost? Exploring Privacy Risks Of Gig Work Platform Participation In The U.S., Amogh Pradeep, Johanna Gunawan, Álvaro Feal, Woodrow Hartzog, David Choffnes

Faculty Scholarship

In recent years, "gig work" platforms have gained popularity as a way for individuals to earn money; as of 2021, 16% of Americans have at some point earned money from such platforms. Despite their popularity and their history of unfair data collection practices and worker safety, little is known about the data collected from workers (and users) by gig platforms and about the privacy dark pattern designs present in their apps.

This paper presents an empirical measurement of 16 gig work platforms' data practices in the U.S. We analyze what data is collected by these platforms, and how it is …

Corporate Scenarios: Drawing Lessons From History, Madison Condon

Faculty Scholarship

As corporations are increasingly pressed to reveal information about their exposure to climate-related risks, they are often asked to undertake and disclose the outcome of “scenario analysis.” In this exercise, corporations, including financial institutions, examine how their business would fare under different pathways the future may take. One oft-used scenario, for example, is the International Energy Agency’s “Net-Zero by 2050: A Roadmap for the Energy Sector.” This Essay presents a history of the use of scenarios as a corporate planning tool, particularly in the oil industry, arguing that it is key for understanding our present moment and the role of …

Preventing Unjust Enrichment And Copyright Opportunism: An Equitable Interpretation Of Section 103(A), Pamela Samuelson, Jessica Silbey

Faculty Scholarship

A stealth issue in many close copyright fair use cases is the potential invalidity of second comers’ copyrights under 17 U.S.C. § 103(a) if the secondary use is ultimately held to infringe the derivative work right. Section 103(a) of the Copyright Act says, in effect, that no copyright exists in any part of a derivative work in which the first work’s expression was “used unlawfully.” Courts have largely ignored § 103(a). But recent cases, such as Andy Warhol Foundation for the Visual Arts, Inc. v. Goldsmith (2023), have raised the profile of § 103(a). This Article traces the origins, history, …

How Theories Of Art Can Inform Debates About Ai, Jessica Silbey

Faculty Scholarship

Debates about artificial intelligence (AI) tend to swing between the optimistic and the apocalyptic. I propose a less binary approach that frames conversations about AI from the perspectives of theories of art and creativity. Whether we agree that AI is artificial or intelligent, whether it should be constrained or liberated, we cannot deny its influence on literary, artistic, and innovative production. AI may be described as simply a new tool to produce art and science, like the camera or the microscope, or it may transform art and science, the way the internet transformed global communication. Either way, these debates about …

Consumer Agents, Rory Van Loo

Faculty Scholarship

In the twenty-first century economy, individuals need market help that they are not getting. The technology has long existed for a browser plug-in that would filter out toxic social media content or a virtual shopping assistant that would find and even purchase the best deals online without having to go to many different websites and product pages. Yet tech platforms have used lawsuits and data control to stifle such tools. The lack of digital helpers has potentially profound consequences. Social media use is linked to alarming increases in teenage depression and anxiety. Businesses’ ability to manipulate consumers into paying higher …

Rebalancing Retirement: How 401(K) Plans Exacerbate Inequality And What We Can Do About It, Quinn Curtis, Leo E. Strine, David H. Webber

Faculty Scholarship

Incentives for individuals to save for retirement currently total 1.5% of US GDP. For that substantial investment, we get a system that actually deepens wealth inequality. The top 10% of earners capture 60% of the associated tax benefits, and employer matching contributions disproportionately favor the highest earners. Although defined contribution plans have long been subject to non-discrimination requirements aimed at ensuring that benefits do not accrue predominantly to the wealthiest participants, these rules have little bite. In an irony, we estimate that the entire 401(k) system would fail the non-discrimination test that every employer offering such a plan is expected …

Normalizing Facial Recognition Technology And The End Of Obscurity, Woodrow Hartzog, Evan Selinger, Judy Hyojoo Rhee

Faculty Scholarship

This article argues that facial recognition technology is the most dangerous surveillance tool ever invented. Given the unique threats this morally suspect tool poses to privacy, civil liberties, human flourishing, and democracy, the only appropriate response is a ban. To justify our position, we explain why facial recognition is distinctive among biometrics, clarify how even seemingly benign and positive uses of the technology can trigger dangerous normalization dynamics, and pinpoint why current United States laws (with reverberations in the EU’s AI Act) are designed to accelerate a slippery slope that makes mass surveillance nearly inevitable. Our most fundamental contribution lies …

Policing Gender: The Interest Convergence Of Women's And Transgender Rights, Michael Ulrich

Faculty Scholarship

The social, political, and legal landscape has seen a resurgence of gender fundamentalism, seeking to reinforce archaic notions of what it means to be a woman. Social media movements run in tandem with this resurgence of gender fundamentalism. For instance, the “tradwife” phenomenon that romanticizes a domestic, subservient role for women.¹ Alabama Senator Katie Britt most infamously reflected the convergence of these trends when she delivered her response to the State of the Union from a kitchen table and proclaimed that her message was “a direct appeal” to her “fellow moms.”² Meanwhile, executive orders and state laws have …

Copyright Law And Property Law, Keith N. Hylton

Faculty Scholarship

Property is at the core of state law since it is the exclusive power of the individual state governments to define and protect property rights within their jurisdiction. In this paper I will discuss the general connection between copyright and property generally. I will argue that property law sheds important light on copyright law and can help us cut through modern controversies in copyright law. If I am correct in this view, any judge sufficiently familiar with property law doctrines could do better than the Supreme Court of the United States in resolving a new copyright controversy. Specifically, property law …

The Perverse Effects Of Mandatory Judicial Reporting To Bar Authorities Of Ineffective Assistance Of Counsel Determinations, Tigran W. Eldred, David M. Siegel

Faculty Scholarship

California Business & Professions Code § 6086.7(a)(2) provides that a court shall notify the State Bar “[w]henever a modification or reversal of a judgment in a judicial proceeding is based in whole or in part on the misconduct, incompetent representation, or willful misrepresentation of an attorney.” Some California judges now interpret this provision as mandating referral to the State Bar in any case in which a new trial or withdrawal of a plea is granted due to ineffective assistance of counsel. This interpretation directly conflicts with an attorney’s continuing duty to her former client. It is unnecessary and has profoundly …

The Major Questions Doctrine, Post-Chevron?: Skidmore, Loper-Bright, And A Good-Faith Emergency Question Doctrine, Jed Handelsman Shugerman

Faculty Scholarship

When my students and colleagues fretted about Chevron's fate, I have said, "Worry less. Skid-more." Just as old Skidmore "weight" or "respect" returns post-Chevron, the new (and newer) major questions doctrine(s) survive as a reason to give less weight to an agency interpretation. This symposium essay suggests a special role for the post-Chevron major questions doctrine: an Emergency Questions Doctrine. When the executive asserts an emergency power, when the statutory basis is open-ended (often for very good reasons), majorness means less deference to simple and fast textualism, and more time for courts to engage in deeper purposivism to …

Managing The Cost Of Services For People With Disabilities: An International Approach. Part I: Poland, Dana Pugh, Jaroslaw Richard Romaniuk

Faculty Scholarship

Introduction: The cost of care for people with disabilities is rising, whereas all forms of support for them are decreasing. Countries and communities develop different ways to serve the disabled. We examined the comprehensive state of care from the perspective of cost management of services for individuals with disabilities in Poland. Method: This paper is based on a review of relevant international literature, with a special focus on the situation in Poland. A keyword search was completed in both Polish- and English-language databases. Results: In Poland, people with disabilities usually live with their families, and specialized services are offered outside …

Reply Brief For Plaintiff-Appellant Brandon Velez, Stephen T. Martin, Seth J. Hipple, Madeline H. Meth

Faculty Scholarship

Defendants don’t want to face the evidence, including video footage, that shows them escalating a traffic stop in front of Velez’s home to a forceful arrest because Velez exercised his First Amendment rights. So, instead of dealing with the record directly, Defendants rely entirely on the district court’s (improper) view of the record, which on appeal from that court’s grant of summary judgment is subject to this Court’s de novo review. Besides ignoring the evidence that favors Velez, Defendants leave unaddressed this Court’s key cases, citing only precedent in which officers confronted wildly different circumstances from those presented here.

When …

Opportunities To Address Health Disparities In Suicidality For Sexual And Gender Minority Youth In Public Systems, Dana M. Prince, Kathleen Lewis, Peter S. Hovmand

Faculty Scholarship

No abstract provided.

Feasibility Of A Low-Intensity Intervention To Influence Antibiotic Prescribing Rates Use In Outpatient Settings: A Cluster Randomized Controlled Clinical Trial, Brigid M. Wilson, Sunah Song, Robin L.P. Jump, Federico Perez

Faculty Scholarship

Background. Primary care providers (PCPs) may modify their antibiotic prescription practices if aware of their potentially damaging impact. Methods. We conducted a cluster randomized controlled trial at 12 Veterans Affairs community-based outpatient clinics. PCPs at clinics randomized to the intervention group received quarterly antibiotic use reports with feedback about antibiotics prescribed for acute respiratory infections and adverse event letters alerting about Clostridioides difficile infection or antibiotic-resistant gram-negative bacteria among their patients. The main outcome, antibiotic prescriptions in primary care visits, was compared in the preintervention (April–September 2020), intervention (October 2020 to September 2021), and postintervention periods (September 2021 to September …

Stress Testing Deep Learning Models For Prostate Cancer Detection On Biopsies And Surgical Specimens, Brennan T. Flannery, Anant Madabhushi

Faculty Scholarship

The presence, location, and extent of prostate cancer is assessed by pathologists using H&E-stained tissue slides. Machine learning approaches can accomplish these tasks for both biopsies and radical prostatectomies. Deep learning approaches using convolutional neural networks (CNNs) have been shown to identify cancer in pathologic slides, some securing regulatory approval for clinical use. However, differences in sample processing can subtly alter the morphology between sample types, making it unclear whether deep learning algorithms will consistently work on both types of slide images. Our goal was to investigate whether morphological differences between sample types affected the performance of biopsy-trained cancer detection …

Effect Of Polyacrylamide Gel Elasticity On Collagen Type Ii Fibril Assembly, Kathryn G. Wilcox, Stephanie Kramer, Surajit Chatterjee, Adam Linscott, Sneha Suresh, Lydia Kisley, Svetlana Morozova

Faculty Scholarship

Collagen type II fibrils provide structural integrity to the articular cartilage extracellular matrix. However, the conditions that control the fibril radial size scale, distribution, and formation inside of dense networks are not well understood. We have investigated how surrounding elastic networks affect fibril formation by observing the structure and dynamics of collagen type II in model polyacrylamide gels of varying moduli. Cryogenic transmission electron microscopy (cryo-TEM) is used to image the fibril structure and is verified qualitatively with optical microscopy of fluorescently-tagged collagen within the gels. Using fluorescence correlation spectroscopy super-resolution optical fluctuation imaging (fcsSOFI), the diffusion dynamics of the …

Structural And Electronic Factors Controlling The Efficiency And Rate Of Intersystem Crossing To The Triplet State In Thiophene Polycyclic Derivatives, Cameron Griffrith, Sarah E. Krul, Sean J. Hoehn, Tram Phan, Carlos E. Crespo-Hernández

Faculty Scholarship

Thiophene polycyclic derivatives are widely used in organic light-emitting diodes, photovoltaics, and medicinal chemistry applications. Understanding the electronic and structural factors controlling their intersystem crossing rates is paramount for these applications to be successful. This study investigates the photophysical, electronic structure, and excited state dynamics of 1,2-benzodiphenylene sulfide, benzo[b]naphtho[1,2-d]thiophene, and benzo[b]naphtho[2,3-d]thiophene in polar aprotic and non-polar solvents. Steady-state absorption and emission spectroscopy, femtosecond transient absorption spectroscopy, and DFT and TD-DFT calculations are employed. Low fluorescence quantum yields of 1.2 to 2.7 % are measured in acetonitrile and cyclohexene, evidencing that the primary relaxation pathways in these thiophene derivatives are nonradiative. …

Assistive Technologies For Internet Navigation: A Review Of Screen Reader Solutions For The Blind And Visually Impaired, Juan Nino, Sherezada Ochoa, Jocelyne Kiss, Geoffreyjen Edwards, Ernesto Morales, James Hutson, Frédérique Poncet, Walter Wittich

Faculty Scholarship

The internet is a critical resource for individuals with visual impairments (VI), including those with low vision or blindness, enabling access to information and fostering independent participation in society. However, despite advancements in screen reader software, challenges persist in navigating complex and dynamic web content. This narrative review evaluates Assistive Technologies (AT), which enhance internet navigation for VI screen reader users, focusing on design strategies and usability outcomes. A systematic search across the ACM Digital Library, IEEE Xplore, JSTOR, and ScienceDirect identified 698 studies, of which 33 met the inclusion criteria, encompassing 502 participants. Key themes were extracted from bibliographic …

From Codex To Code: Pedagogical Transformations In The Age Of Technological Innovation, James Hutson, W. Travis Mcmaken, Kathi Vosevich

Faculty Scholarship

Generative Artificial Intelligence (GAI) is revolutionizing education, echoing historic shifts such as the emergence of the codex and the printing press. GAI automates complex tasks and personalizes learning to individual needs, enhancing interdisciplinary collaboration and bolstering critical thinking and ethical reasoning skills. Initiatives in new, innovative programming illustrate the benefits of embedding these generative technologies to foster cultural competence and innovative problem-solving. Research indicates that intelligent tools significantly enhance learner engagement and access to quality education, enriching learning environments. However, integrating these tools introduces challenges, including ethical dilemmas, academic integrity issues, and resource disparities. These challenges necessitate comprehensive policy development, …

Neuroplasticity And Creativity: Transformative Potential Of Fibre Arts For Growth And Well-Being, Piper Hutson, James Hutson

Faculty Scholarship

This article explores the transformative potential of fibre arts—such as quilting, weaving, and embroidery—as tools for personal growth, neuroplasticity, and well-being. Drawing on neuroscience and psychology, it demonstrates how engaging with fibre arts stimulates brain regions associated with problem-solving, sensory integration, and adaptability, fostering neural growth and enhancing cognitive flexibility. Fibre arts, through their inherent challenges and opportunities for play, provide a perfect medium for stepping beyond familiar boundaries, cultivating resilience, and reducing stress. This interplay of creativity and tactile engagement is particularly effective due to the historical undervaluation of fibre arts, which makes them novel and accessible mediums that …

Beyond Pathology: Inclusive Mentorship, Accommodations, And Policy Reforms For Autistic Women In The Medical Profession, Piper Hutson, James Hutson

Faculty Scholarship

This article addresses the unique challenges faced by autistic women in the medical profession, particularly in navigating traditional medical frameworks that often marginalize neurodiverse individuals. Drawing from a targeted literature review, this paper highlights the importance of adapting medical curricula, establishing mentorship programs, and reforming policies to foster inclusivity. Autistic women in medicine encounter barriers such as a lack of mentorship tailored to their needs, inadequate accommodations, and systemic bias rooted in the pathologization of autism. The article synthesizes current research to provide evidence-based recommendations that address these barriers. Specific examples of successful mentorship programs demonstrate the critical role of …

Expanding Sensory Kit Utilization Across Age And Contexts: Bridging Gaps For Inclusive Accessibility, Piper Hutson, James Hutson

Faculty Scholarship

Sensory kits, initially developed for neurodivergent children, have seen growing integration into various educational, cultural, and therapeutic contexts. However, their broader applicability, particularly for adults and diverse populations, remains underexplored. This study examines existing practices in the design and use of sensory kits within academic, museum, and inclusion frameworks, highlighting their role in promoting focus, reducing anxiety, and supporting self-regulation. Using case studies from institutions such as the Smithsonian and the Metropolitan Museum of Art, alongside a review of evidence-based interventions like weighted items and fidget tools, the research underscores the potential of these tools in diverse environments. The methodology …

The Evolving Role Of Copyright Law In The Age Of Ai-Generated Works, James Hutson

Faculty Scholarship

Objective: to identify the prospects and directions of copyright law development associated with the increasing use of generative artificial intelligence.

Methods: the study is based on the formal-legal, comparative, historical methods, doctrinal analysis, legal forecasting and modeling.

Results:the article states that the emergence of generative artificial intelligence makes one rethink the processes occurring in the field of creative activity and the traditional copyright system, which becomes inadequate to modern realities. The author substantiates the necessity of legal reassessment of copyright and emphasizes the urgent need for updated means of copyright protection. Unlike previous digital tools, which expanded …