Business Commons^™

Creating Data From Unstructured Text With Context Rule Assisted Machine Learning (Craml), Stephen Meisenbacher, Peter Norlander

School of Business: Faculty Publications and Other Works

Popular approaches to building data from unstructured text come with limitations, such as scalability, interpretability, replicability, and real-world applicability. These can be overcome with Context Rule Assisted Machine Learning (CRAML), a method and no-code suite of software tools that builds structured, labeled datasets which are accurate and reproducible. CRAML enables domain experts to access uncommon constructs within a document corpus in a low-resource, transparent, and flexible manner. CRAML produces document-level datasets for quantitative research and makes qualitative classification schemes scalable over large volumes of text. We demonstrate that the method is useful for bibliographic analysis, transparent analysis of proprietary data, …

President Biden's Executive Order On Competition: An Antitrust Analysis, Herbert J. Hovenkamp

All Faculty Scholarship

In July, 2021, President Biden signed a far ranging Executive Order directed to promoting competition in the American economy. This paper analyzes issues covered by the Order that are most likely to affect the scope and enforcement of antitrust law. The only passage that the Executive Order quoted from a Supreme Court antitrust decision captures its antitrust ideology well – that the Sherman Act:

rests on the premise that the unrestrained interaction of competitive forces will yield the best allocation of our economic resources, the lowest prices, the highest quality and the greatest material progress, while at the same time …

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.

Singapore Will Soon Have Workplace Anti-Discrimination Laws: Here’S What You Need To Know, Benjamin Joshua Ong

Research Collection Yong Pung How School Of Law

Work is often a significant part of one’s life. Decisions by employers — including hiring decisions and choices on how to treat employees at work — can have life-changing effects on lives and livelihoods. Therefore, if there were reason to suspect that some employers make such decisions on the grounds of applicants’ or employees’ race, sex, or other personal characteristics without a valid reason, then we should be worried. If that were to become widespread, our society would suffer. Some people would face greater challenges than others at work, and therefore in life, merely because of who they are.

Age’S Influence On Workplace Safety, Kelly Muhammad, Cheryl Marcham

Publications

According to the National Safety Council (NSC, n.d.), the total cost of work injuries in 2019 was an estimated $171 billion. This estimate includes wage and productivity losses, medical expenses, administrative expenses and employers’ uninsured costs. In that same year, an estimated 105 million workdays were lost due to injuries (NSC, n.d.). This report does not provide any specific details or any characteristics about the injured. However, knowledge of certain characteristics of the injured such as age can be critical information. This type of information could be useful in the development of workplace hazard prevention and mitigation programs.

Predictors Of Fraudulent Monday Effect Workers Compensation Claims Filing, Sharla St. Rose

FIU Electronic Theses and Dissertations

Monday Effect Claims refer to workers compensation claims filed on Mondays for easy to conceal injuries such as strains, sprains, and back injuries. Researchers and industry experts have long believed that there is an element of fraud in these claims, resulting from individuals who were injured during the weekend, while not at work, looking to take advantage of the medical benefits available through workers compensation insurance. Fraudulent Monday Effect Claims (FMEC), as presented in this study, specifically refer to workers compensation claims filed for injuries that occurred while an individual was not at work, presumably during the weekend.

A study …

Memorial Notice For Professor Emeritus, Dr. Charles Scontras, Bureau Of Labor Education. University Of Maine

Bureau of Labor Education

Dr. Scontras was a tireless advocate for workers and for the preservation Maine’s history of working class struggle. For more than half a century Dr. Scontras addressed the history and present condition of labor in Maine. His work appeared in the op-ed pages of Maine’s newspapers, in six volumes of Maine labor history covering the period from 1636 to the present, in presentations at labor halls and in his determination to make the historical records of Maine labor unions available at the University of Maine Fogler Library Labor Archives.

Race, Dignity, And Commerce, Lu-In Wang

Articles

This Essay was written at the invitation of the Journal of Law and Commerce to contribute a piece on racism and commerce—an invitation that was welcome and well timed. It arrived as renewed attention was focused on racialized policing following the killing of George Floyd and in the midst of the worsening pandemic that highlighted unrelenting racial, social, and economic inequities in our society.

The connections between racism and commerce are potentially numerous, but the relationship between discriminatory policing and commerce might not be apparent. This Essay links them through the concept of dignity. Legal scholar John Felipe Acevedo has …

Caremark And Esg, Perfect Together: A Practical Approach To Implementing An Integrated, Efficient, And Effective Caremark And Eesg Strategy, Leo E. Strine Jr., Kirby M. Smith, Reilly S. Steel

All Faculty Scholarship

With increased calls from investors, legislators, and academics for corporations to consider employee, environmental, social, and governance factors (“EESG”) when making decisions, boards and managers are struggling to situate EESG within their existing reporting and organizational structures. Building on an emerging literature connecting EESG with corporate compliance, this Essay argues that EESG is best understood as an extension of the board’s duty to implement and monitor a compliance program under Caremark. If a company decides to do more than the legal minimum, it will simultaneously satisfy legitimate demands for strong EESG programs and promote compliance with the law. Building …

Defined Contribution Plans And The Challenge Of Financial Illiteracy, Jill E. Fisch, Annamaria Lusardi, Andrea Hasler

All Faculty Scholarship

Retirement investing in the United States has changed dramatically. The classic defined-benefit (DB) plan has largely been replaced by the defined contribution (DC) plan. With the latter, individual employees’ decisions about how much to save for retirement and how to invest those savings determine the benefits available upon retirement.

We analyze data from the 2015 National Financial Capability Study to show that people whose only exposure to investment decisions is by virtue of their participation in an employer-sponsored 401(k) plan are poorly equipped to make sound investment decisions. Specifically, they suffer from higher levels of financial illiteracy than other investors. …

Dignity Transacted, Lu-In Wang, Zachary W. Brewster

Articles

In interactive customer service encounters, the dignity of the parties becomes the currency of a commercial transaction. Service firms that profit from customer satisfaction place great emphasis on emotional labor, the work that service providers do to make customers feel cared for and esteemed. But performing emotional labor can deny dignity to workers, by highlighting their subservience and requiring them to suppress their own emotions in an effort to elevate the status and experiences of their customers. Paradoxically, the burden of performing emotional labor may also impose transactional costs on some customers by facilitating discrimination in service delivery. Drawing on …

No-Hire Provisions In Mcdonald's Franchise Agreements, An Antitrust Violations Or Evidence Of Joint Employer?, Andrele Brutus St. Val

Articles

As the archetypical franchisor and industry leader, McDonald’s has come under much public and legal scrutiny in recent years for its business practices and its effects on low-wage and unskilled employees. Its no hire provision—which is a term included in its franchise agreements with franchisees that bars franchisees from hiring each others employees—has been found by economist to suppress wages and stagnate growth. This provision is being challenged under antitrust law while its employment practices are being disputed under labor law. McDonald’s is defending its business practices by presenting two seemingly contradictory defenses. This article explores how McDonald’s position in …

The Case For Tipping And Unrestricted Tip-Pooling: Promoting Intrafirm Cooperation, Samuel Estreicher, Jonathan R. Nash

Faculty Articles

This Article proceeds as follows. Part I presents doctrinal background. It discusses the laws governing tip-pooling, with an emphasis on relevant federal and state laws. Part II analyzes, from a law-and-economics perspective, how tip-pooling arrangements—both voluntary and mandatory—might arise, and what form they might take. Part III shows how governing law limits the ability of restaurateurs to put tip-pooling arrangements in place, and shapes the incentives of employees. It also analyzes the response of restaurants like the Union Square Hospitality Group that have barred all tipping. Part IV suggests revisions to existing law that would free up management’s freedom to …

Digital Media And Unionization In The “Guilded" Age: How Labor Organizations In The Entertainment Industry Are Swimming Against The Current Of Streaming New Media And Technology, Jacqueline G.H. Kim

Prize Winning Papers

No abstract provided.

Unbundling Freedom In The Sharing Economy, Deepa Das Acevedo

Faculty Articles

Courts and scholars point to the sharing economy as proof that our labor and employment infrastructure is obsolete because it rests on a narrow and outmoded idea that only workers subjected to direct, personalized control by their employers need work-related protections and benefits. Since they diagnose the problem as being our system’s emphasis on control, these critics have long called for reducing or eliminating the primacy of the “control test” in classifying workers as either protected employees or unprotected independent contractors. Despite these persistent criticisms, however, the concept of control has been remarkably sticky in scholarly and judicial circles.

This …

Ai And Jobs: The Role Of Demand, James Bessen

Faculty Scholarship

In manufacturing, technology has sharply reduced jobs in recent decades. But before that, for over a century, employment grew, even in industries experiencing rapid technological change. What changed? Demand was highly elastic at first and then became inelastic. The effect of artificial intelligence (AI) on jobs will similarly depend critically on the nature of demand. This paper presents a simple model of demand that accurately predicts the rise and fall of employment in the textile, steel, and automotive industries. This model provides a useful framework for exploring how AI is likely to affect jobs over the next 10 or 20 …

Invisible Bosses For Invisible Workers, Or Why The Sharing Economy Is Actually Minimally Disruptive, Deepa Das Acevedo

Faculty Articles

Because the idea that sharing economy companies operate as invisible bosses is central to many critiques of this new approach to labor exchange, Part I begins by explaining just what it is about their authority that makes it “invisible.” Part II extends this discussion to two earlier developments that, like the sharing economy, also significantly transformed the way Americans work: the franchise explosion of the 1950s and the spread of the independent contractor model in the late twentieth century. This article is the first to offer a detailed comparison of work practices used by sharing economy companies, franchises, and some …

Prop Up The Heavenly Chorus? Labor Unions, Tax Policy, And Political Voice Equality, Philip Hackney

Articles

Labor Unions are nonprofit organizations that provide laborers a voice before their employer and governments. They are classic interest groups. United States federal tax policy exempts labor unions from the income tax, but effectively prohibits labor union members from deducting union dues from the individual income tax. Because these two policies directly impact the political voice of laborers, I consider primarily the value of political fairness in evaluating these tax policies rather than the typical tax critique of economic fairness or efficiency. I apply a model that presumes our democracy should aim for one person, one political voice. For the …

Initiative And Referendum: A Maine Odyssey, Charles A. Scontras

Bureau of Labor Education

Maine is no stranger to the nation’s battles involving the development of the tools of direct democracy and how to use them. Since the citizen initiative and referendum were passed in late 1908, Mainers have used “the power of the people” to vote directly on many laws, bypassing the Legislature. Now, after more than 100 years in use, the initiative process may be facing a test: Gov. Paul LePage is preparing blueprints to use the initiative in an attempt to change the state’s welfare system and reduce the income tax — victories denied to him in the Legislature. It’s a …

Digital Self-Ownership: A Publicity-Rights Framework For Determining Employee Social Media Rights, Susan Park, Patricia Sánchez Abril

Management Faculty Publications and Presentations

Imagine an upandcoming company hires you as one of its first employees. Passionate about your employer, you put in long hours doing everything from marketing to accounting to event planning. You are also proud of your employer's product, so you begin to publicize it to your friends through your social network accounts. (In fact, the company's founder is also one of your Facebook friends.) You tell your friends about the product launch, invite them to marketing events, and eventually blog about your industry, amassing a significant social media following while creating buzz about your employer. But one day, during layoffs …

Supreme Court Tie In Teacher Case Delivers A Crucial Victory To Unions, Angela B. Cornell

Cornell Law Faculty Publications

No abstract provided.

When The Customer Is King: Employment Discrimination As Customer Service, Lu-In Wang

Articles

Employers profit from giving customers opportunities to discriminate against service workers. Employment discrimination law should not, but in many ways does, allow them to get away with it. Employers are driven by self-interest to please customers, whose satisfaction is critical to business success and survival. Pleasing customers often involves cultivating and catering to their discriminatory expectations with respect to customer service — including facilitating customers’ direct discrimination against workers.

Current doctrine allows employers to escape responsibility for customers’ discrimination against workers because it takes an overly narrow view of the employment relationship. The doctrine focuses on the formal lines of …

Gaming The System: The Exemption Of Professional Sports Teams From The Fair Labor Standards Act, Charlotte S. Alexander, Nathaniel Grow

Faculty Publications By Year

This article examines a little known exemption to the Fair Labor Standards Act relieving seasonal recreational or amusement employers from their obligation to pay the minimum wage and overtime. After evaluating the existing, confused case law surrounding the exemption, we propose a new, simplified framework for applying the provision. We then apply this framework to a recent wave of FLSA lawsuits brought by cheerleaders, minor league baseball players, and stadium workers against professional sports teams. The article concludes by considering the policy implications of exempting this class of employers from the FLSA's wage and hour requirements.

From Hierarchies To Markets: Fedex Drivers And The Work Contract As Institutional Marker, Julia Tomassetti

Georgetown Law Faculty Publications and Other Works

Judges are often called upon today to determine whether certain workers are “employees” or “independent contractors.” The distinction is important, because only employees have rights under most statutes regulating work, including wage and hour, anti-discrimination, and collective bargaining law. Too often judges exclude workers from statutory protection who resemble what legal scholars have described as typical, industrial employees — long-term, full-time workers with set wages and routinized responsibilities within a large firm. To explain how courts reach these counterintuitive results, the article examines recent federal decisions finding that FedEx delivery drivers are independent contractors rather than employees. It argues that …

Right-To-Work:' The Issue That Won't Die — A Historical Perspective, Charles A. Scontras

Bureau of Labor Education

Phoenix-like, "right-to-work" measures have again surfaced in the state Legislature. Such measures are designed to prohibit employers from negotiating union security clauses by which all who benefit from union bargaining agreements pay their share of the costs involved in the union's legal obligation to represent all workers.

Your Former Employer’S 401(K) Plan, Jeanne Medeiros Jd

Pension Action Center Publications

When you leave a job where you have participated in a 401(k) plan, you may have a number of different options about what to do with the money in that account. This fact sheet explains those options and offers guidance about the pros and cons of each option.

Here are some frequently asked questions answered in this face sheet:

Q. Can I leave my money in my former employer’s plan?

Q. What are my other options?

Q. If I decide to withdraw the account balance from my former employer’s plan, how do I do that, and how long should it …

Illinois Secure Choice Savings Program Act (Passed Jan. 4, 2015), Emily G. Brown Jd, Ellen Bruce Jd

Pension Action Center Publications

The Illinois Secure Choice Savings Program Act, passed on January 4, 2015, creates an automatic enrollment payroll deduction IRA. The purpose of the program is to promote increased retirement savings participation for employees in the private sector. This fact sheet answers some basic questions about how this new program will affect workers and their employers in Illinois.

Newsroom: Yelnosky On Firefighters Decision, Roger Williams University School Of Law

Life of the Law School (1993- )

No abstract provided.

Do I Have To Cross The Picket Line?, Bureau Of Labor Education. University Of Maine

Bureau of Labor Education

Refusing to cross a lawfully established picket line is protected by the National Labor Relations Act. You have the legal right not to cross a picket line in solidarity with your own union, out of sympathy for workers from another union, or just to avoid confrontation. By refusing to cross a picket line while on duty you are essentially engaging in a strike in sympathy with the picketing workers. Refusing to cross a picket line is a legally protected act. When you approach a picket line you may be asked to honor the picket line. Politely asking someone not to …

Work Made For Hire – Analyzing The Multifactor Balancing Test, Ryan G. Vacca

Akron Law Faculty Publications

Authorship, and hence, initial ownership of copyrighted works is oftentimes controlled by the 1976 Copyright Act’s work made for hire doctrine. This doctrine states that works created by employees within the scope of their employment result in the employer owning the copyright. One key determination in this analysis is whether the hired party is an employee or independent contractor. In 1989, the U.S. Supreme Court, in CCNV v. Reid, answered the question of how employees are distinguished from independent contractors by setting forth a list of factors courts should consider. Unfortunately, the Supreme Court did not give further guidance on …