Social and Behavioral Sciences Commons^™

What Do Consumers Understand About Predispute Arbitration Agreements? An Empirical Investigation, Roseanna Sommers

Articles

The results of a survey of 1,071 adults in the United States reveal that most consumers do not pay attention to, let alone understand, arbitration clauses in their everyday lives. The vast majority of survey respondents (over 97%) report having opened an account with a company that requires disputes to be submitted to binding arbitration (e.g., Netflix, Hulu, Cash App, a phone or cable company), yet most are unaware that they have, in fact, agreed to mandatory arbitration (also known as “forced arbitration”). Indeed, over 99% of respondents who think they have never entered into an arbitration agreement likely have …

Covid-19 Pandemic’S Impact On Online Sex Advertising And Sex Trafficking, Coxen O. Julia, Vanessa Castro, Bridgette Carr, Glen Redin

Articles

Disruptive social events such as the COVID-19 pandemic can have a significant impact on sex trafficking and the working conditions of victims, yet these effects have been little understood. This paper examines the effect of the COVID-19 pandemic on sex trafficking in the United States, based on analysis of over one million sexual service advertisements from the online platform Rubratings.com, using indicators of third-party management as potential proxies for trafficking. Our results show that there have been measurable changes in online commercial sexual service advertising, both with and without third-party management indicators, in the United States, with a significant decrease …

Regulating For Energy Justice, Alexandra B. Klass, Gabriel Chan

Articles

In this Article, we explore and critique the foundational norms that shape federal and state energy regulation and suggest pathways for reform that can incorporate principles of “energy justice.” These energy justice principles—developed in academic scholarship and social movements—include the equitable distribution of costs and benefits of the energy system, equitable participation and representation in energy decision making, and restorative justice for structurally marginalized groups.

While new legislation, particularly at the state level, is critical to the effort to advance energy justice, our focus here is on regulators’ ability to implement reforms now using their existing authority to advance the …

Why Are You Here? Modeling Illicit Massage Business Location Characteristics With Machine Learning, Anna White, Seth Guikema, Bridgette Carr

Articles

Illicit massage businesses are a venue for sex and labor trafficking in the United States. Though many of their locations are made publicly available through online advertising, little is known about why they choose to locate where they do. In this work, we use inferential modeling to better understand the spatial distribution of illicit massage businesses within the U.S. Based on addresses web-scraped weekly from online advertisements over 6 months, we modeled illicit massage business prevalence at the census tract and county levels. We used publicly available data to characterize census tracts and counties, finding that the state in which …

Respecting Autonomy And Enabling Diversity: The Effect Of Eligibility And Enrollment On Research Data Demographics, Kayte Spector-Bagdady, Shengpu Tang, Sarah Jabbour, Nicholson Price, Ana Bracic, Melissa S. Creary, Sachin Kheterpal, Chad M. Brummett, Jenna Wiens

Articles

Many promising advances in precision health and other Big Data research rely on large data sets to analyze correlations among genetic variants, behavior, environment, and outcomes to improve population health. But these data sets are generally populated with demographically homogeneous cohorts. We conducted a retrospective cohort study of patients at a major academic medical center during 2012–19 to explore how recruitment and enrollment approaches affected the demographic diversity of participants in its research biospecimen and data bank. We found that compared with the overall clinical population, patients who consented to enroll in the research data bank were significantly less diverse …

Hindsight And Causality, David Wasserman, Richard O. Lempert, Reid Hastie

Articles

When people know how an event turned out, they are usually unable to reproduce the judgments they would have made without outcome knowledge. Furthermore, they are unaware of their inability to recapture their pre-outcome state of mind. This tendency to overestimate what they would have known without the outcome knowledge is called "hindsight." An experiment explored the moderating effects of the type of cause to which the outcome was attributed on the magnitude of the hindsight effect. When the outcome was attributed to unforeseeable "chance" factors, such as an unexpected storm or an earthquake, the hindsight effect was virtually eliminated. …