Law Commons^™

The Remainder Effect: How Automation Complements Labor Quality, James Bessen, Erich Denk, Chen Meng

Faculty Scholarship

This paper argues that automation both complements and replaces workers. Extending the Acemoglu-Restrepo model of automation to consider labor quality, we obtain a Remainder Effect: while automation displaces labor on some tasks, it raises the returns to skill on remaining tasks across skill groups. This effect increases between-firm pay inequality while labor displacement affects within-firm inequality. Using job ad data, we find firm adoption of information technologies leads to both greater demand for diverse skills and higher pay across skill groups. This accounts for most of the sorting of skills to high paying firms that is central to rising inequality.

From Negative To Positive Algorithm Rights, Cary Coglianese, Kat Hefter

All Faculty Scholarship

Artificial intelligence, or “AI,” is raising alarm bells. Advocates and scholars propose policies to constrain or even prohibit certain AI uses by governmental entities. These efforts to establish a negative right to be free from AI stem from an understandable motivation to protect the public from arbitrary, biased, or unjust applications of algorithms. This movement to enshrine protective rights follows a familiar pattern of suspicion that has accompanied the introduction of other technologies into governmental processes. Sometimes this initial suspicion of a new technology later transforms into widespread acceptance and even a demand for its use. In this paper, we …

Antitrust By Algorithm, Cary Coglianese, Alicia Lai

All Faculty Scholarship

Technological innovation is changing private markets around the world. New advances in digital technology have created new opportunities for subtle and evasive forms of anticompetitive behavior by private firms. But some of these same technological advances could also help antitrust regulators improve their performance in detecting and responding to unlawful private conduct. We foresee that the growing digital complexity of the marketplace will necessitate that antitrust authorities increasingly rely on machine-learning algorithms to oversee market behavior. In making this transition, authorities will need to meet several key institutional challenges—building organizational capacity, avoiding legal pitfalls, and establishing public trust—to ensure successful …

An Ecological And Holistic Analysis Of The Epistemic Value Of Law Libraries, Paul D. Callister, Dana Neacsu

Faculty Works

We examine the libraries' roles within the "epistemic foundation of society.” Our analysis is in response to the omission of Yale Law Dean Gerken of the role of libraries in her recent article about legal education's new focus and to remarks by AALS President Vicki Jackson that suggest an uncertain role for libraries. We have adapted holistic ecological media theory, as developed by Ronald Deibert, to reject a technologically deterministic view of libraries as having no future. We have considered the role of law libraries in the social epistemology or cognitive authority of the legal community, the role of law …

From Productivity To Firm Growth, James Bessen, Erich Denk

Faculty Scholarship

It is widely held that more productive firms grow faster, thus reallocating resources and raising aggregate productivity. Yet little empirical research identifies the features of the mechanisms affecting this process. This paper develops and tests a general model encompassing several mechanisms used to overcome informational frictions to growth. We find that firm size, productivity dispersion, and large firm investments in intangibles are all significantly related to changes in firm growth in response to productivity. These factors can account for much of the decline in the response to productivity since 2000 (Decker et al. 2020). Also, industry concentration is directly related …

Firm Differences: Skill Sorting And Software, James Bessen, Chen Meng, Erich Denk

Faculty Scholarship

Recent research shows that much recent rise in wage inequality comes from growing differences between firms, especially sorting of skilled workers to high-paying firms. This paper explores the role of proprietary software in these changes. Using job ad data, we find that proprietary software is strongly associated with firm wage fixed effects and also with firm skills. Software accounts for half or more of skill sorting across firms. Moreover, both skill sorting and firm wage effects are greater for larger firms. The huge growth in proprietary software helps explain the growth in skill sorting that increases wage inequality.

Tomorrow's Law Libraries: Academic Law Librarians Forging The Way To The Future In The New World Of Legal Education, Jessie Wallace Burchfield

Faculty Scholarship

This article briefly discusses the historical development of academic law libraries and reviews observations, analyses, and predictions of leading law librarians, examining recent changes and continuing trends. It examines academic law libraries in light of two of the drivers of change identified by Susskind: the “more-for-less” challenge and information technology. It briefly discusses one academic law library's experience with these drivers of change and gives a few examples of academic law librarians who are technology leaders. It notes the initial effects of an ongoing global pandemic that changed the face of public school, undergraduate, and postgraduate education–including legal education–in a …

Is The Digital Economy Too Concentrated?, Jonathan Klick

All Faculty Scholarship

Concentration in the digital economy in the United States has sparked loud criticism and spurred calls for wide-ranging reforms. These reforms include everything from increased enforcement of existing antitrust laws, such as challenging more mergers and breaking up firms, to an abandonment of the consumer welfare standard. Critics cite corruption and more systemic public choice problems, while others invoke the populist origins of antitrust to slay the digital Goliaths. On the other side, there is skepticism regarding these arguments. This chapter continues much of that skepticism.

Information Technology And Industry Concentration, James Bessen

Faculty Scholarship

Industry concentration has been rising in the US since 1980. Firm operating margins have also been rising. Are these signs of declining competition that call for a new antitrust policy? This paper explores the role of proprietary information technology systems (IT), which could increase industry concentration and margins by raising the productivity of top firms relative to others. Using instrumental variable estimates, this paper finds that IT system use is strongly associated with the level and growth of industry concentration and firm operating margins. The paper also finds that IT system use is associated with relatively larger establishment size and …

Information Technology And Firm Employment, James Bessen

Faculty Scholarship

Do firms displace labor with new information technologies such as “artificial intelligence”? It is challenging to distinguish the effects of technology adoption from unobserved productivity and demand shocks. We take a first look at the economic impacts of large custom software investment —“IT spikes”—using a novel methodology to obtain consistent estimates. Following these events, firm employment increases by about 7% and revenues by about 11%. Rather than displace labor, IT spikes increase revenues and markups, implying decreased labor share of output. Moreover, growth is greater for firms that use AI, IT-producing firms, newer firms, and those in the trade, service, …

Declining Industrial Disruption, James Bessen

Faculty Scholarship

Recent research finds that markups are rising, suggesting declining competition. But does less price competition mean less Schumpeterian “creative destruction”/industry dynamism? This paper reports the first recent estimates of trends in the displacement of industry-leading firms. Displacement hazards rose for several decades since 1970 but have declined sharply since 2000. Using a production function-based model to explore the role of investments, acquisitions, and lobbying, we find that investments by dominant firms in intangibles, especially software, are distinctly associated with greater persistence and reduced leapfrogging. Software investments by top firms soared around 2000, contributing substantially to the decline. Also, higher markups …

Industry Concentration And Information Technology, James Bessen

Faculty Scholarship

Industry concentration has been rising in the US since 1980. Does this signal declining competition and need for a new antitrust policy? Or are other factors causing concentration to rise? This paper explores the role of proprietary information technology (IT), which could increase the productivity of top firms relative to others and raise their market share. Instrumental variable estimates find a strong link between proprietary IT and rising industry concentration, accounting for much of its growth. Moreover, the top four firms in each industry benefit disproportionately. Large investments in proprietary software—$250 billion per year—appear to significantly impact industry structure.

Transparency And Algorithmic Governance, Cary Coglianese, David Lehr

All Faculty Scholarship

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 …

The Policy Challenge Of Artificial Intelligence, James Bessen

Faculty Scholarship

New "artificial intelligence" (AI) technology promises to bring dramatic social and economic changes, demanding major policy changes. In intellectual property and antitrust law, AI will exacerbate a damaging trend: across all major sectors of the economy, proprietary information technology is increasing the market dominance of large firms. This trend might not seem like bad news, but it is evidence of a slowdown in the spread of technical knowledge throughout the economy. The result is rising industry concentration, slower productivity growth and growing wage inequality. The key challenge to IP and antitrust policy will be counter this trend yet maintain innovation …

Outcome Prediction In The Practice Of Law, Mark K. Osbeck, Michael Gilliland

Articles

Business forecasters typically use time-series models to predict future demands, the forecasts informing management decision making and guiding organizational planning. But this type of forecasting is merely a subset of the broader field of predictive analytics, models used by data scientists in all manner of applications, including credit approvals, fraud detection, product-purchase and music-listening recommendations, and even the real-time decisions made by self-driving vehicles. The practice of law requires decisions that must be based on predictions of future legal outcomes, and data scientists are now developing forecasting methods to support the process. In this article, Mark Osbeck and Mike Gilliland …

Optimizing Regulation For An Optimizing Economy, Cary Coglianese

All Faculty Scholarship

Much economic activity in the United States today emanates from technological advances that optimize through contextualization. Innovations as varied as Airbnb and Uber, fintech firms, and precision medicine are transforming major sectors in the economy by customizing goods and services as well as refining matches between available resources and interested buyers. The technological advances that make up the optimizing economy create new challenges for government oversight of the economy. Traditionally, government has overseen economic activity through general regulations that aim to treat all individuals equally; however, in the optimizing economy, business is moving in the direction of greater individualization, not …

Regulating By Robot: Administrative Decision Making In The Machine-Learning Era, Cary Coglianese, David Lehr

All Faculty Scholarship

Machine-learning algorithms are transforming large segments of the economy, underlying everything from product marketing by online retailers to personalized search engines, and from advanced medical imaging to the software in self-driving cars. As machine learning’s use has expanded across all facets of society, anxiety has emerged about the intrusion of algorithmic machines into facets of life previously dependent on human judgment. Alarm bells sounding over the diffusion of artificial intelligence throughout the private sector only portend greater anxiety about digital robots replacing humans in the governmental sphere. A few administrative agencies have already begun to adopt this technology, while others …

The Impact Of Emerging Information Technologies On The Employment Relationship: New Gigs For Labor And Employment Law, Kenneth G. Dau-Schmidt

Articles by Maurer Faculty

The technology of production has always shaped the employment relationship and the issues that are important in labor and employment law. Since at least the late 1970s the American economy has adopted information technology that promises to change the employment relationship in ways at least as profound as those wrought by the other revolutions in general production technology, such as the adoption of steam power, electricity, or methods of mass production. The global network of programmable machines of the information age allows us to communicate and process much more information, much more quickly than ever previously imagined. This increased informational …

Whither (Not Wither) Copyleft, Eben Moglen

Faculty Scholarship

This article contains an edited version of Professor Eben Moglen’s speech at the SFLC Fall Conference 2016. It explores the topic of Copyleft, enforcement and community engagement from the perspective of one of the key individuals in the rise of Free and Open Source Software from interesting idea to a central pillar of the global technology industry.

Information Technology And Learning On-The-Job, James Bessen

Faculty Scholarship

Economists disagree how much technology raises demand for workers with pre-existing skills. But technology might affect wages another way: through skills learned on the job. Using instrumental variables on 9 panels of workers from 1989 to 2013, this paper estimates that workers who use information technology (IT) have wage growth that is about 2% greater than non-IT workers, all else equal, implying substantial learning. This effect persists over time, implying sustained productivity growth from IT. Also, it benefits workers both with and without college degrees. Because many more college-educated workers use IT, college wages grow faster, contributing to economic inequality.

Big Data And The Fourth Estate: Protecting The Development Of News Media Monitoring Databases, Joseph A. Tomain

Articles by Maurer Faculty

No abstract provided.

When Biopharma Meets Software: Bioinformatics At The Patent Office, Saurabh Vishnubhakat, Arti K. Rai

Faculty Scholarship

Scholars have spilled much ink questioning patent quality. Complaints encompass concern about incoming applications, examination by the U.S. Patent and Trademark Office (“USPTO”), and the USPTO’s ultimate output. The literature and some empirical data also suggest, however, that applications, examination, and output may differ considerably based on technology. Most notably, although definitions of patent quality are contested, quality in the biopharmaceutical industry is often considered substantially higher than that in information and communications technology (ICT) industries.

This Article presents the first empirical examination of what happens when the two fields are combined. Specifically, it analyzes the creation and early history …

Personal Plight Legal Practice And Tomorrow's Lawyers, Noel Semple

Law Publications

Commentators have predicted that machine intelligence and off-shoring will steadily undermine demand for lawyers in North America and Europe. This essay argues that this prediction is not equally valid for all types of legal practice. Personal plight practice — in which lawyers help individuals and small businesses involved in legal disputes — is largely sheltered from computerization and off-shoring. The article calls for the profession and legal educators to open doors between tomorrow’s lawyers and personal plight legal practice. Doing so will not only address the economic insecurity confronting tomorrow’s lawyers, but also enhance access to justice.

Digital Innocence, Joshua A.T. Fairfield, Erik Luna

Scholarly Articles

Recent revelations have shown that almost all online activity and increasing amounts of offline activity are tracked using Big Data and data mining technologies. The ensuing debate has largely failed to consider an important consequence of mass surveillance: the obligation to provide access to information that might exonerate a criminal defendant. Although information technology can establish innocence—an ability that will only improve with technological advance—the fruits of mass surveillance have been used almost exclusively to convict. To address the imbalance and inform public dialogue, this Article develops the concept of “digital innocence” as a means of leveraging the tools of …

Boon Or Bane: Business And The Anti-Cybercrime Law, Atty. James Keith C. Heffron

Center for Business Research and Development

“The Internet is the first thing that humanity has built that humanity doesn't understand, the largest experiment in anarchy that we have ever had.” – Eric Schmidt, Executive Chairman, Google.

Minimizing The Costs Of Patent Trolling, Vincent R. Johnson

Faculty Articles

Patent trolling is a serious legal problem. In addressing patent trolling, disclosure requirements and periodic reporting standards will be critical to minimizing the costs of this controversial practice.

Patent trolling, at its most problematic, generally refers to patent infringement allegations made by non-practicing entities (NPEs) which produce essentially no products or services except in connection with the buying and selling of patent rights. The targets of these patent “trolls” often lack basic information that is relevant to their evaluation of the claims against them, and policymakers know too little about specialized patent assertion entities and their impact on innovation and …

In Personam And Beyond The Grasp: In Search Of Jurisdiction And Accountability For Foreign Defendants, Andrew Popper

Articles in Law Reviews & Other Academic Journals

The focus of this article is on the difficulty of securing in personam jurisdiction over foreign entities who steal information technology and intellectual property (IT and IP). The value of stolen IT and IP is somewhere in the range of a trillion dollars over the last decade. Given the current inability to prevent those losses or deter meaningfully those engaged in the misconduct, the article explores the core of the problem: the difficulty of satisfying the minimum contact/fairness requirements of Article III courts. The article addresses several alternative approaches that might allow for more efficient protection of IT and IP. …

Unraveling Privacy: The Personal Prospectus And The Threat Of A Full-Disclosure Future, Scott R. Peppet

Publications

Information technologies are reducing the costs of credible signaling, just as they have reduced the costs of data mining and economic sorting. The burgeoning informational privacy field has ignored this evolution, leaving it unprepared to deal with the consequences of these new signaling mechanisms. In an economy with robust signaling, those with valuable credentials, clean medical records, and impressive credit scores will want to disclose those traits to receive preferential economic treatment. Others may then find that they must also disclose private information to avoid the negative inferences attached to staying silent. This unraveling effect creates new types of privacy …

Independent Information Technology Assessment: Prepared For The Town Of Middleborough And The Middleborough School Department, Edward J. Collins, Jr. Center For Public Management, University Of Massachusetts Boston

Edward J. Collins Center for Public Management Publications

This Independent Information Technology Assessment (IT Assessment) arose from long­standing concerns among various elected and appointed officials in the Town of Middleborough about the efficiency and effectiveness of the procurement and deployment of information technology (IT) in both the Town and in the School Department. At Middleborough’s direction, the IT Assessment specifically excluded the Police and Fire Departments as well as the Middleborough Gas and Electric Department.

Recognizing the need for a completely independent analysis of these issues, Middleborough contracted with the Edward J. Collins, Jr. Center for Public Management (the Collins Center), located within the McCormack Graduate School of …

The Life Of The Mind And A Life Of Meaning: Reflections On Fahrenheit 451, Rodney A. Smolla

Scholarly Articles

Not available.