Digital Commons Network^™

Transparency And Algorithmic Governance, Cary Coglianese, David Lehr

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Machine-learning algorithms are improving and automating important functions in medicine, transportation, and business. Government officials have also started to take notice of the accuracy and speed that such algorithms provide, increasingly relying on them to aid with consequential public-sector functions, including tax administration, regulatory oversight, and benefits administration. Despite machine-learning algorithms’ superior predictive power over conventional analytic tools, algorithmic forecasts are difficult to understand and explain. Machine learning’s “black-box” nature has thus raised concern: Can algorithmic governance be squared with legal principles of governmental transparency? We analyze this question and conclude that machine-learning algorithms’ relative inscrutability does not pose a …

Startup Governance, Elizabeth Pollman

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Although previously considered rare, over three hundred startups have reached valuations over a billion dollars. Thousands of smaller startups aim to follow in their paths. Despite the enormous social and economic impact of venture-backed startups, their internal governance receives scant scholarly attention. Longstanding theories of corporate ownership and governance do not capture the special features of startups. They can grow large with ownership shared by diverse participants, and they face issues that do not fit the dominant principal-agent paradigm of public corporations or the classic narrative of controlling shareholders in closely held corporations.

This Article offers an original, comprehensive framework …

Back To The Future Of Cyber Insurance, Tom Baker

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Written for an insurance trade publication, this brief essay identifies five ways that insurers manage uncertainty in selling cyber insurance: (1) providing valuable services beyond risk transfer; (2) contract design, (3) rapid iteration of pricing and forms, (4) limits management and reinsurance, and (5) claims disputing. Cyber insurers provide easy-to-price loss prevention and mitigation services so that the value proposition includes more than the (difficult to price) risk transfer. Cyber insurers design their contracts to include narrowly defined categories of coverage, typically with separate limits and with claims-made coverage for liability risks, and traditional insurers design their contracts to limit …

The Self-Delegation False Alarm: Analyzing Auer Deference's Effect On Agency Rules, Daniel E. Walters

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Auer deference holds that reviewing courts should defer to agencies when the latter interpret their own preexisting regulations. This doctrine relieves pressure on agencies to undergo costly notice-and-comment rulemaking each time interpretation of existing regulations is necessary. But according to some leading scholars and jurists, the doctrine actually encourages agencies to promulgate vague rules in the first instance, augmenting agency power and violating core separation of powers norms in the process. The claim that Auer perversely encourages agencies to “self-delegate”—that is, to create vague rules that can later be informally interpreted by agencies with latitude due to judicial deference—has helped …

Anticompetitive Mergers In Labor Markets, Ioana Marinescu, Herbert J. Hovenkamp

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Mergers of competitors are conventionally challenged under the federal antitrust laws when they threaten to lessen competition in some product or service market in which the merging firms sell. Mergers can also injure competition in markets where the firms purchase. Although that principle is widely recognized, very few litigated cases have applied merger law to buyers. This article concerns an even more rarefied subset, and one that has barely been mentioned. Nevertheless, its implications are staggering. Some mergers may be unlawful because they injure competition in the labor market by enabling the post-merger firm anticompetitively to suppress wages or salaries. …

The Operational And Administrative Militaries, Mark P. Nevitt

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This Article offers a new way of thinking about the military. The U.S. military’s existing legal architecture arose from tragedy: in response to operational military failures in Vietnam, the 1980 failed Iranian hostage rescue attempt and other military misadventures, Congress revamped the Department of Defense (DoD)’s organization. The resulting law, the Goldwater-Nichols Act, formed two militaries within the DoD that endure to this day. These two militaries – the operational military and the administrative military – were once opaque to the outside observer but have emerged from the shadows in light of recent conflicts. The operational military remains the focus …

How Liability Insurers Protect Patients And Improve Safety, Tom Baker, Charles Silver

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Forty years after the publication of the first systematic study of adverse medical events, there is greater access to information about adverse medical events and increasingly widespread acceptance of the view that patient safety requires more than vigilance by well-intentioned medical professionals. In this essay, we describe some of the ways that medical liability insurance organizations contributed to this transformation, and we catalog the roles that those organizations play in promoting patient safety today. Whether liability insurance in fact discourages providers from improving safety or encourages them to protect patients from avoidable harms is an empirical question that a survey …

“Second Looks, Second Chances”: Collaborating With Lifers Inc. On A Video About Commutation Of Lwop Sentences, Regina Austin

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In Pennsylvania, life means life without the possibility of parole (“LWOP”) or “death by incarceration.” Although executive commutation offers long serving rehabilitated lifers hope of release, in the past 20 years, only 8 commutations have been granted by the state’s governors. This article describes the collaboration between an organization of incarcerated persons serving LWOP and the law-school-based Penn Program on Documentaries and the Law that produced a video supporting increased commutations for Pennsylvania lifers. The article details the methodology of collaborative videomaking employed, the strategic decisions over content that were impacted by the politics of commutation, and the contributions of …

Certainty Versus Flexibility In The Conflict Of Laws, Kermit Roosevelt Iii

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Traditional choice of law theory conceives of certainty and flexibility as opposed values: increase one, and you inevitably decrease the other. This article challenges the received wisdom by reconceptualizing the distinction. Rather than caring about certainty or flexibility for their own sake, it suggests, we care about them because each makes it easier to promote a certain cluster of values. And while there may be a necessary tradeoff between certainty and flexibility, there is no necessary tradeoff between the clusters of values. It is possible to improve a choice of law system with regard to both of them. The article …

Global Standards For Securities Holding Infrastructures: A Soft Law/Fintech Model For Reform, Charles W. Mooney Jr.

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Intermediaries such as stockbrokers and banks are ubiquitous in global securities markets, playing essential roles in markets, including trading, settling trades, and post-settlement holding of securities. This essay focuses in particular on the roles of intermediaries in securities holding systems. It proposes an IOSCO-led “soft-law-to-hard-law” approach to the development of Global Standards for reforms to these holding systems. States would be expected to adopt “hard law” reforms through statutory and regulatory adjustments to securities holding systems. The reforms would embrace not only important standards of a functional and regulatory nature, but also holistic standards relating to the private law, insolvency …

Borders Rules, Beth A. Simmons

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International political borders have historically performed one overriding function: the delimitation of a state’s territorial jurisdiction, but today they are sites of intense security scrutiny and law enforcement. Traditionally they were created to secure peace through territorial independence of political units. Today borders face new pressures from heightened human mobility, economic interdependence (legal and illicit), and perceived challenges from a host of nonstate threats. Research has only begun to reveal what some of these changes mean for the governance of interstate borders. The problems surrounding international borders today go well-beyond traditional delineation and delimitation. These problems call for active forms …

Do Self-Reporting Regimes Matter? Evidence From The Convention Against Torture, Beth A. Simmons, Cosette D. Creamer

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International regulatory agreements depend largely on self-reporting for implementation, yet we know almost nothing about whether or how such mechanisms work. We theorize that self-reporting processes provide information for domestic constituencies, with the potential to create pressure for better compliance. Using original data on state reports submitted to the Committee Against Torture, we demonstrate the influence of this process on the pervasiveness of torture and inhumane treatment. We illustrate the power of self-reporting regimes to mobilize domestic politics through evidence of civil society participation in shadow reporting, media attention, and legislative activity around anti-torture law and practice. This is the …

Reconsidering Judicial Independence: Forty-Five Years In The Trenches And In The Tower, Stephen B. Burbank

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Trusting in the integrity of our institutions when they are not under stress, we focus attention on them both when they are under stress or when we need them to protect us against other institutions. In the case of the federal judiciary, the two conditions often coincide. In this essay, I use personal experience to provide practical context for some of the important lessons about judicial independence to be learned from the periods of stress for the federal judiciary I have observed as a lawyer and concerned citizen, and to provide theoretical context for lessons I have deemed significant as …

Unlocking Access To Health Care: A Federalist Approach To Reforming Occupational Licensing, Gabriel Scheffler

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Several features of the existing occupational licensing system impede access to health care without providing appreciable protections for patients. Licensing restrictions prevent health care providers from offering services to the full extent of their competency, obstruct the adoption of telehealth, and deter foreign-trained providers from practicing in the United States. Scholars and policymakers have proposed a number of reforms to this system over the years, but these proposals have had a limited impact for political and institutional reasons.

Still, there are grounds for optimism. In recent years, the federal government has taken a range of initial steps to reform licensing …

Chapter: “Health Law And Ethics”, Allison K. Hoffman, I. Glenn Cohen, William M. Sage

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Law and ethics are both essential attributes of a high-functioning health care system and powerful explainers of why the existing system is so difficult to improve. U.S. health law is not seamless; rather, it derives from multiple sources and is based on various theories that may be in tension with one another. There are state laws and federal laws, laws setting standards and laws providing funding, laws reinforcing professional prerogatives, laws furthering social goals, and laws promoting market competition. Complying with law is important, but health professionals also should understand that the legal and ethical constraints under which health systems …

Paul Baran, Network Theory, And The Past, Present, And Future Of Internet, Christopher S. Yoo

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Paul Baran’s seminal 1964 article “On Distributed Communications Networks” that first proposed packet switching also advanced an underappreciated vision of network architecture: a lattice-like, distributed network, in which each node of the Internet would be homogeneous and equal in status to all other nodes. Scholars who have subsequently embraced the concept of a lattice-like network approach have largely overlooked the extent to which it is both inconsistent with network theory (associated with the work of Duncan Watts and Albert-László Barabási), which emphasizes the importance of short cuts and hubs in enabling networks to scale, and the actual way, the Internet …

Abnormal Speech Motor Control In Individuals With 16p11.2 Deletions, Carly Demopoulos, Hardik Kothare, Danielle Mizuiri, Jennifer Henderson-Sabes, Brieana Fregeau, Jennifer Tjernagel, John F. Houde, Elliott H. Sherr, Srikantan S. Nagarajan

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Speech and motor deficits are highly prevalent (>70%) in individuals with the 600 kb BP4-BP5 16p11.2 deletion; however, the mechanisms that drive these deficits are unclear, limiting our ability to target interventions and advance treatment. This study examined fundamental aspects of speech motor control in participants with the 16p11.2 deletion. To assess capacity for control of voice, we examined how accurately and quickly subjects changed the pitch of their voice within a trial to correct for a transient perturbation of the pitch of their auditory feedback. When compared to controls, 16p11.2 deletion carriers show an over-exaggerated pitch compensation response …

Whatever Did Happen To The Antitrust Movement?, Herbert J. Hovenkamp

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Antitrust in the United States today is caught between its pursuit of technical rules designed to define and implement defensible economic goals, and increasing calls for a new antitrust “movement.” The goals of this movement have been variously defined as combating industrial concentration, limiting the economic or political power of large firms, correcting the maldistribution of wealth, control of high profits, increasing wages, or protection of small business. High output and low consumer prices are typically unmentioned.

In the 1960s the great policy historian Richard Hofstadter lamented the passing of the antitrust “movement” as one of the “faded passions of …

Prophylactic Merger Policy, Herbert J. Hovenkamp

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An important purpose of the antitrust merger law is to arrest certain anticompetitive practices or outcomes in their “incipiency.” Many Clayton Act decisions involving both mergers and other practices had recognized the idea as early as the 1920s. In Brown Shoe the Supreme Court doubled down on the idea, attributing to Congress a concern about a “rising tide of economic concentration” that must be halted “at its outset and before it gathered momentum.” The Supreme Court did not explain why an incipiency test was needed to address this particular problem. Once structural thresholds for identifying problematic mergers are identified there …

Class Actions, Statutes Of Limitations And Repose, And Federal Common Law, Stephen B. Burbank, Tobias Barrington Wolff

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After more than three decades during which it gave the issue scant attention, the Supreme Court has again made the American Pipe doctrine an active part of its docket. American Pipe addresses the tolling of statutes of limitations in federal class action litigation. When plaintiffs file a putative class action in federal court and class certification is denied, absent members of the putative class may wish to pursue their claims in some kind of further proceeding. If the statute of limitations would otherwise have expired while the class certification issue was being resolved, these claimants may need the benefit of …

Factors Influencing Recruitment And Appearance Of Bull Kelp, Nereocystis Luetkeana (Phylum Ochrophyta), Katie Dobkowski, K. Darby Flanagan, Jessica R. Nordstrom

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The dynamics of annual species are strongly tied to their capacity for recruitment each year. We examined how competition and propagule availability influence recruitment and appearance and tracked survivorship of an annual species of marine macroalgae, the bull kelp (Nereocystis luetkeana), which serves as major biogenic habitat in the Salish Sea of Washington State. We hypothesized that 1) juvenile N. luetkeana would exhibit a seasonal appearance as a cohort in the spring and 2) competition for space would be more limiting than propagules (spores) to recruitment at sites adjacent to established N. luetkeana beds. We tagged N. luetkeana …

Debating Immigration Restriction: The Case For Low And Slow, Amy L. Wax

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This article critiques our current politics of immigration, which is dominated by moralized and sentimental rhetoric. It argues for a more honest and balanced discussion of the merits of the status quo. A more mature debate would take into account many factors that now receive insufficient attention from politicians, academics, and the mainstream media, including the interests of voters and citizens as well as newcomers, legitimate nationalistic concerns both economic and cultural, the need for unity, stability, and cohesion through assimilation to a common culture, the primacy of American sovereignty through the maintenance of secure borders, and the integrity of …

Falling Between The Cracks: Understanding Why States Fail In Protecting Our Children From Crime, Michal Gilad

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The article is the first to take an inclusive look at the monumental problem of crime exposure during childhood, which is estimated to be one of the most damaging and costly public health and public safety problem in our society today. It takes-on the challenging task of ‘naming’ the problem by coining the term Comprehensive Childhood Crime Impact or in short the Triple-C Impact. Informed by scientific findings, the term embodies the full effect of direct and indirect crime exposure on children due to their unique developmental characteristics, and the spillover effect the problem has on our society as …

Effects Of Inter-Stimulus Interval On Speech-Evoked Frequency-Following Response In Elderly Adults, Dongxin Liu, Jiong Hu, Ruijuan Dong, Jing Chen, Gabriella Musacchia, Shuo Wang

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Background: The speech-evoked frequency following response (FFR) has shown to be useful in assessing complex auditory processing abilities and in different age groups. While many aspects of FFR have been studied extensively, the effect of timing, as measured by inter-stimulus-interval (ISI), especially in the older adult population, has yet to be thoroughly investigated. Objective: The purpose of this study was to examine the effects of different ISIs on speech evoked FFR in older and younger adults who speak a tonal language, and to investigate whether the older adults’ FFR were more susceptible to the change in ISI. Materials and Methods: …

Effect Of Monetary Incentives On Mail Survey Response Rates For Midwestern Farmers, Zoe E. Glas, Jackie M. Getson, Yuling Gao, Ajay S. Singh, Francis R. Eanes, Laura A. Esman, Brian R. Bulla, Linda S. Prokopy

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Response rates to mail-based surveys have declined in recent decades, and survey response rates for farmers tend to be low overall. Maintaining high response rates is necessary to prevent non-response bias. Historically, incentives have been an effective tool to increase response rates with general populations. However, the effect of incentives on farmers has not been well tested. In this study, we experimentally manipulated the use of a $2 incentive in two surveys targeted at farmers. We tested both the use of the incentive and the timing of incentive distribution in the survey process. We found the incentive significantly increased response …

Wolfe Creek Crater: A Continuous Sediment Fill In The Australian Arid Zone Records Changes In Monsoon Strength Through The Late Quaternary, Gifford H. Miller, John W. Magee, Marilyn L. Fogel, Matthew J. Wooller, Paul P. Hesse, Nigel A. Spooner, Beverly J. Johnson, Lynley Wallis

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A bolide that impacted NW Australia during the Late Quaternary left a circular depression more than 100 m deep and nearly a kilometer in diameter, with a crater rim ∼30 m above the regional terrain. The resultant crater is a window into the regional water table. The surface of the contemporary central pan is 25 m below the adjacent terrain, coincident with the late Holocene regional water table modified by local evaporative processes. Shielded from aeolian deflation by the crater rim, the central depression has slowly filled with dust, sand, and chemical precipitates, estimated to be 20–100 m thick based …

A General Mitigation For Disturbance-Driven Crimes?: Psychic State, Personal Choice, And Normative Inquiries, Paul H. Robinson

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It is argued here that the narrow provoked “heat of passion” mitigation available under current law ought to be significantly expanded to include not just murder but all felonies and not just “heat of passion” but potentially all mental or emotional disturbances, whenever the offender’s situation and capacities meaningfully reduce the offender’s blameworthiness for the violation. In determining eligibility for mitigation, the jury should take into account (a) the extent to which the offender was acting under the influence of mental or emotional disturbance (the psychic state inquiry), (b) given the offender’s situation and capacities, the extent to which one …

Brief Of National Law Professors Of Criminal, Procedural, And Constitutional Law, In Re Humphrey, California Supreme Court, Regarding The Imposition Of Money Bail And Conditions Of Pretrial Release, Sandra G. Mayson, Kellen R. Funk

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When the government proposes to incarcerate a person before trial, it must provide thorough justification, whether the mechanism of detention is a transparent detention order or its functional equivalent, the imposition of unaffordable money bail. A court contemplating money bail must determine whether it is likely to result in detention. If so, and the court nonetheless wishes to impose it, the court must find, by clear and convincing evidence established through an adversary hearing, that the unaffordable bail amount serves a compelling interest of the state that no less restrictive condition of release can meet. This will rarely be the …

The Securities Law Implications Of Financial Illiteracy, Lisa Fairfax

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Every financial literacy study conducted over the last few decades concurs: Americans, including American investors, are financially illiterate. This Article argues that America’s financial illiteracy poses a significant, widespread, and long-term challenge for our federal securities regime because that regime is premised almost entirely on disclosure as the best form of investor protection and, by extension, on investors’ ability to understand disclosure. By advancing a typology of investors and their disclosure needs, this Article further argues that we may have significantly underestimated the extent of the financial illiteracy problem based on at least two flawed assumptions. First, we have presumed …

Rights And Retrenchment In The Trump Era, Stephen B. Burbank, Sean Farhang

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Our aim in this essay is to leverage archival research, data and theoretical perspectives presented in our book, Rights and Retrenchment: The Counterrevolution against Federal Litigation, as a means to illuminate the prospects for retrenchment in the current political landscape. We follow the scheme of the book by separately considering the prospects for federal litigation retrenchment in three lawmaking sites: Congress, federal court rulemaking under the Rules Enabling Act, and the Supreme Court. Although pertinent data on current retrenchment initiatives are limited, our historical data and comparative institutional perspectives should afford a basis for informed prediction. Of course, little in …