Digital Commons Network^™

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 …

Law As A Lamp Post, Janet Freilich

Faculty Scholarship

Law produces all manner of public information: court documents, securities filings, patents, property records, and much more. This information is used in a multitude of ways—it teaches readers about individual cases, transactions, or entities, and is also aggregated to inform policymaking, set priorities, and drive predictive analytics and artificial intelligence.

But choices about the information produced (or hidden) by law are often unintentional. Doctrines and institutions that appear facially unrelated to information production—like subject matter jurisdiction—nonetheless affect the shape and quantity of data produced. And even doctrines focused on information— like property recordation—create data used for purposes never envisioned by …

Foundations For Platform Liability, Kathryn E. Spier, Rory Van Loo

Faculty Scholarship

From spreading misinformation to selling deadly products, bad actors use technology platforms to their advantage while causing devastating harms to privacy, health, and even democracy. Despite their central role in enabling these bad actors, the platforms almost entirely escape liability. This legal immunity is purportedly grounded in economics. From the beginning, courts and legislatures feared that liability would chill innovation, growth, and user access. They also speculated that platforms have sufficient market incentives to voluntarily police bad actors, making liability unnecessary.

Whereas many scholars have argued that platform immunity is blind to justice, this Article shows that it is also …

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 …

Unequal Ownership, Ofer Eldar, Rory Van Loo

Faculty Scholarship

Market concentration and weak competition do not just lead to lower efficiency but also result in corporate profits flowing primarily to wealthy households that own a disproportionate share of public corporations. We demonstrate that this is a growing distributional problem not only due to familiar reasons in the literature, most notably shifts in market power, but also due to changes in the socio-economic makeup of ownership. Over the past twenty years, households in the bottom 90 percent of wealth have seen their share of stock ownership decline by half. That is, the ownership of corporations has become increasingly concentrated among …

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 …

Technology-Facilitated Labor Trafficking Power And Control Wheel, Julie A. Dahlstrom

Faculty Scholarship

This wheel is based on the Article, "Digital Servitude", forthcoming in the Boston College Law Review.

Design Problems, Mark P. Mckenna, Jessica Silbey

Faculty Scholarship

This Essay draws on our empirical research into designers and their work to investigate the limits of intellectual property law for achieving its goal of progress in the design context. We focus on two related aspects of our research and also address a pressing doctrinal question in design patent law. The two research questions we discuss are: (1) How do designers conceive of and solve design problems through innovative design practice?; and (2) How do designers incorporate human values of coherence, inclusivity, and sustainability in their process, imbuing their practice with a kind of politics? The related doctrinal question concerns …

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 …

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 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 …

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 …

Panel Discussion: Mindfulness In The Law School Environment, Erika George, Nicky Boothe, Kellyn O. Mcgee

Faculty Scholarship

A 2016 study of 13,000 lawyers conducted by American Bar Association Commission on Lawyer Assistance Programs and the Hazelden Betty Ford Foundation found that approximately 28 percent struggle with depression, 19 percent anxiety and 23 percent stress.¹² The study found “younger lawyers in the first ten years of practice and those working in private firms experience the highest rates of problem drinking and depression.”¹³ At least one study suggests that 40-70 percent of disciplinary proceedings and malpractice claims against lawyers involve substance abuse or depression.

According to a 2016 Survey of Law Student Well-Being including over 3,300 law …

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 …

Human Rights Risks In Clean Energy Supply Chains: Racial Capitalism, Critical Minerals, And Corporate Responsibility, Erika George

Faculty Scholarship

This paper argues that decarbonization will fail to deliver climate justice unless the transition to clean energy confronts the racialized political economy that has historically structured extractive activity and shaped international economic law. Grounding its analysis in racial capitalism, the paper contends that the growing demand for critical minerals risks reproducing patterns of exploitation, expropriation, and expulsion. Using lithium extraction in Chile as a case study, it shows how colonial legacies, dictator-era neoliberal reforms, and present-day regulatory architectures governing foreign investment and natural resource extraction have prioritized investors over human rights and the environment. Recent decisions of the International Court …

Formal Victories And Roads Not Taken: Excavating Departures And Throughlines In Challenges To The Place Of Marriage, Linda C. Mcclain

Faculty Scholarship

A decade after Obergefell, Professor Mayeri’s fascinating and meticulously detailed new book, Marital Privilege: Marriage, Inequality, and the Transformation of American Law, tells the stories of “marriage’s challengers,”from the 1960s to the beginning of the twenty-first century.¹⁶ Along with the stories of some “well-known” lawyers, advocates, and scholars, Mayeri also “rescu[es]” the stories of now “obscure” Americans who “pushed marital boundaries” to protect their parental rights, their careers, or their “freedom to make decisions about their bodies and families.”¹⁷ Such rescue allows readers to “see change as a bottom-up as well as a top-down process.”¹⁸ Mayeri …

Why Did Prosecution Strengthen President Trump In The 2024 Election?, Steven Arrigg Koh

Faculty Scholarship

Why did criminal prosecution strengthen President Donald Trump's electoral prospects in the 2024 federal election? It was not supposed to be this way: after President Trump's 2024 New York state conviction, many speculated that President Trump's "felon" status would imperil his political career. In fact, the opposite occurred: federal and state criminal prosecutions reenergized President Trump's 2024 presidential candidacy. Contemporary criminal law theories-traditional individualist, expressivist, and critical-struggle to explain why. 

This Article advances a theory of criminal coalescence to explain why the Trump prosecutions led the former President to political victory. Criminal coalescence is the intensification of mass support for …

How Not To Democratize Algorithms, Ngozi Okidegbe

Faculty Scholarship

A growing set of jurisdictions has embraced “consultative algorithmic governance,” the idea that community members, particularly racially and otherwise politically marginalized ones, should be involved in the processes by which state institutions procure, construct, implement, and oversee artificially intelligent algorithms employed in public sector decision-making. Consultative processes range from public hearings that provide communities with an opportunity to comment about anticipated algorithmic use to community advisory boards that help public officials evaluate the impact of current or future algorithmic use.

This Article argues that consultative algorithmic governance is critically flawed and then builds upon this critique to point toward a …

Predicting Federal Third-Party Funding Regulation, Victoria Sahani

Faculty Scholarship

Third-party funding is a global phenomenon, although regulatory enforcement is local. Regulatory approaches vary widely from country to country and within countries, especially in federal legal systems, such as Canada, Australia, and the United States. The United States federal government is learning about third-party funding with an eye toward potential future regulation. Congress has been investigating funding, as evidenced by testimony in congressional hearings, proposed federal legislation, and a nonpartisan study on third-party funding by the Government Accountability Office. In addition, after more than a decade of observation, the United States Federal Civil Rules Advisory Committee recently formed a committee …

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 …

Automatic Reaction - What Happens To Workers At Firms That Automate?, James Bessen, Maarten Goos, Anna Salomons, Wiljan Van Den Berge

Faculty Scholarship

We provide the first estimate of the impacts of automation on individual workers by combining Dutch micro-data with a direct measure of automation expenditures covering firms in all private non-financial industries over 2000-2016. Using an event study differences-indifferences design, we find that automation at the firm increases the probability of workers separating from their employers and decreases days worked, leading to a 5-year cumulative wage income loss of about 8% of one year’s earnings for incumbent workers. We find little change in wage rates. Further, lost wage earnings are only partially offset by various benefits systems and are disproportionately borne …

Instructional Design And Technology Professionals: Why Are Some Laggards?, Hayley Mendelson Smith

Theses and Dissertations

Laggards are often thought of as aloof and uninformed late adopters, as traditionalists living in the past (Rogers,2003). Laggards represent the last 16% of a population to adopt an innovation, and, as a result, they are often depicted for their resistance to adopt an innovation much later than the rest of the population, if ever (Jahanmir et al., 2020; Rogers, 2003). The present study attempted to expand the research on laggards, specifically laggard Instructional Design and Technology (IDT) professionals.

IDT professionals were the target group because of their perceived innovativeness as a result of their high exposure to instructional technology …

Exploring The Self-Efficacy Of Physical Education Teachers To Teach Adapted Physical Education, Carolann Cautin

Theses and Dissertations

This applied dissertation was designed to explore experienced physical education teachers and their self-efficacy when teaching students with a disability. This qualitative analysis examined physical education teachers’ experience and their confidence level when teaching adapted physical education. Physical education teachers are expected to provide differentiated instruction for each student; however, this can be a challenge for teachers. The challenge lies in the fact that not all physical education teachers have the confidence or basic training to teach and instruct students who have a disability.

The research included 10 experienced physical education participants from Grades K–12. All participants completed a self-efficacy …

Factors That Contribute To Employment Success For Young Adults With Disabilities Completing A Postsecondary Education Program, Leatha Pfanmiller

Theses and Dissertations

The problem addressed in this research was low employment rates for young adults with disabilities. Young adults with disabilities are employed at a much lower rate than their neurotypical peers. The factors identified in this study could be beneficial to other college and postsecondary education (PSE) programs with employment components, to promote higher rates of employment for students with disabilities who attend those institutions.

The purpose of this qualitative study was to identify factors that contribute to employment success for young adults with disabilities completing a PSE program. The study was conducted at a medium-sized, 4-year, public university in the …

Teacher Views Of Augmentative And Alternative Communication With Nonverbal Students With Severe Intellectual Disabilities: A Generic Qualitative Study, Lelita K. Thomas

Theses and Dissertations

Students with significant intellectual disabilities who are nonverbal often depend on augmentative and alternative communication devices to engage with lessons and participate in secondary educational environments. Despite advancements in this technology, issues pertaining to training, consistency, and institutional support persist, hindering effective application in urban schools. The objective of this generic qualitative study was to investigate the perspectives of teachers and related service providers regarding the utilization of these devices for nonverbal students with severe intellectual disabilities in urban secondary schools.

Data were gathered via semi-structured interviews with 11 participants, comprising special education instructors, related service providers, and special education …

The Perceptions Of Training And Development And Emotional Intelligence Among Virtual Leaders In Public And Private Institutions Of Higher Education, Ryan J. Trautweiler

Theses and Dissertations

This applied qualitative dissertation explored virtual leadership in higher education, examining virtual leaders' perceptions of training and development and emotional intelligence. Using an inductive research approach, data were collected through semistructured interviews and a questionnaire distributed via Google Forms to eight virtual leaders from public and private higher education institutions. Data were analyzed using interpretive phenomenological analysis (IPA) and thematic analysis to identify key patterns and themes. Findings revealed distinctions between public and private institutions. In public institutions, training and development focused on faculty preparedness, resourcefulness in overcoming limitations, and its impact on student engagement. In private institutions, training was …

Perceptions Of Victims On The Influence Of Domestic Violence Programs On The Decision To Leave, Tiffany Kleiman-Bourdeau

Theses and Dissertations

Dating back to earlier times, domestic violence was referred to as marital disputes and was not even considered a crime by law enforcement. However, that has since changed and now individuals are convicted for such crimes against another person. There are several treatment plans and options for these abusive individuals to take to receive the help they need to refrain from being abusive towards others, but what of the victims? What programs and/or services are available to them? Do these services even help the victims? This Idea Paper will examine the effectiveness of the programs and services available to domestic …

Intimate Partner Violence Against American Indian/Alaska Native Women, Jessica Sanchez-Cowan

Theses and Dissertations

Intimate partner violence is not a new problem. Many forms of intimate partner violence can be found worldwide, and evidence of its occurrences can be traced back as far as history goes. However, while intimate partner violence may have been recognized and treated as a private family matter in earlier years, current research shows that it is coming to the forefront as it becomes an increasing issue in the United States and its marginalized communities. With the victimization rate being much higher for American Indian/Alaska Natives in comparison to other races, addressing the issue of intimate partner violence should be …

A Multifactorial Approach To Improve Piglet Health And Survival, Aryeri Stephanie Bardales Castellanos

Electronic Theses and Dissertations

Pre-weaning mortality (PWM) remains a significant challenge in modern swine production systems, particularly in the context of hyper prolific sows. Although genetic selection has successfully increased litter sizes, these advancements have also intensified physiological stress on sows and increased the vulnerability of neonatal piglets. The majority of PWM occurs within the first 72 hours postpartum, with crushing by the sow as the leading cause of death. Additionally, iron deficiency anemia remains one of the most widespread nutritional disorders in piglets, further compromising survival, immune function, and growth. This thesis adopts a multifactorial approach to evaluate two management interventions aimed at …