Article by Marina Micheli: “Public bodies’ access to private sector data of public interest (also referred to as business-to-government (B2G) data sharing) is still an emerging and sporadic practice. The article discusses the findings of a qualitative research that examined B2G data sharing in European local administrations. Drawing from semi-structured interviews with managers and project leaders of twelve municipalities, the study contextualizes access to private sector data in the perspectives of those working in the field. The findings examine the four operational models to access data that featured more prominently in the interviews: data donorship, public procurement of data, data partnerships and pools, and data sharing obligations. The analysis highlights the power unbalances embedded in B2G data sharing as perceived by representatives of local administrations. In particular, the findings address the gap between municipalities in the opportunities to access private sector data of public interest, the lack of negotiating power of local administrations vis-à-vis private sector data holders and the strategies envisioned to foster more inclusive forms of data governance…(More)”.
A 680,000-person megastudy of nudges to encourage vaccination in pharmacies
Paper by Katherine L. Milkman et al: “Encouraging vaccination is a pressing policy problem. To assess whether text-based reminders can encourage pharmacy vaccination and what kinds of messages work best, we conducted a megastudy. We randomly assigned 689,693 Walmart pharmacy patients to receive one of 22 different text reminders using a variety of different behavioral science principles to nudge flu vaccination or to a business-as-usual control condition that received no messages. We found that the reminder texts that we tested increased pharmacy vaccination rates by an average of 2.0 percentage points, or 6.8%, over a 3-mo follow-up period. The most-effective messages reminded patients that a flu shot was waiting for them and delivered reminders on multiple days. The top-performing intervention included two texts delivered 3 d apart and communicated to patients that a vaccine was “waiting for you.” Neither experts nor lay people anticipated that this would be the best-performing treatment, underscoring the value of simultaneously testing many different nudges in a highly powered megastudy….(More)”.
Still Muted: The Limited Participatory Democracy of Zoom Public Meetings
Paper by Katherine Levine Einstein: “Recent research has demonstrated that participants in public meetings are unrepresentative of their broader communities. Some suggest that reducing barriers to meeting attendance can improve participation, while others believe doing so will produce minimal changes. The COVID-19 pandemic shifted public meetings online, potentially reducing the time costs associated with participating. We match participants at online public meetings with administrative data to learn whether: (1) online participants are representative of their broader communities and (2) representativeness improves relative to in-person meetings. We find that participants in online forums are quite similar to those in in-person ones. They are similarly unrepresentative of residents in their broader communities and similarly overwhelmingly opposed to the construction of new housing. These results suggest important limitations to public meeting reform. Future research should continue to unpack whether reforms might prove more effective at redressing inequalities in an improved economic and public health context…(More)”.
Data Federalism
Article by Bridget A. Fahey: “Private markets for individual data have received significant and sustained attention in recent years. But data markets are not for the private sector alone. In the public sector, the federal government, states, and cities gather data no less intimate and on a scale no less profound. And our governments have realized what corporations have: It is often easier to obtain data about their constituents from one another than to collect it directly. As in the private sector, these exchanges have multiplied the data available to every level of government for a wide range of purposes, complicated data governance, and created a new source of power, leverage, and currency between governments.
This Article provides an account of this vast and rapidly expanding intergovernmental marketplace in individual data. In areas ranging from policing and national security to immigration and public benefits to election management and public health, our governments exchange data both by engaging in individual transactions and by establishing “data pools” to aggregate the information they each have and diffuse access across governments. Understanding the breadth of this distinctly modern practice of data federalism has descriptive, doctrinal, and normative implications.
In contrast to conventional cooperative federalism programs, Congress has largely declined to structure and regulate intergovernmental data exchange. And in Congress’s absence, our governments have developed unorthodox cross-governmental administrative institutions to manage data flows and oversee data pools, and these sprawling, unwieldy institutions are as important as the usual cooperative initiatives to which federalism scholarship typically attends.
Data exchanges can also go wrong, and courts are not prepared to navigate the ways that data is both at risk of being commandeered and ripe for use as coercive leverage. I argue that these constitutional doctrines can and should be adapted to police the exchange of data. I finally place data federalism in normative frame and argue that data is a form of governmental power so unlike the paradigmatic ones our federalism is believed to distribute that it has the potential to unsettle federalism in both function and theory…(More)”.
Direct democracy and equality: a global perspective
Paper by Anna Krämling et al: “Direct democracy is seen as a potential cure to the malaise of representative democracy. It is increasingly used worldwide. However, research on the effects of direct democracy on important indicators like socio-economic, legal, and political equality is scarce, and mainly limited to Europe and the US. The global perspective is missing. This article starts to close this gap. It presents descriptive findings on direct democratic votes at the national level in the (partly) free countries of the Global South and Oceania between 1990 and 2015. It performs the first comparative analysis of direct democracy on these continents. Contradicting concerns that direct democracy may be a threat to equality, we found more bills aimed at increasing equality. Likewise, these votes produced more pro- than contra-equality outputs. This held for all continents as well as for all dimensions of equality….(More)”.
Consumer Reviews and Regulation: Evidence from NYC Restaurants
Paper by Chiara Farronato & Georgios Zervas: “We investigate the informativeness of hygiene signals in online reviews, and their effect on consumer choice and restaurant hygiene. We first extract signals of hygiene from Yelp. Among all dimensions that regulators monitor through mandated restaurant inspections, we find that reviews are more informative about hygiene dimensions that consumers directly experience – food temperature and pests – than other dimensions. Next, we find causal evidence that consumer demand is sensitive to these hygiene signals. We also find suggestive evidence that restaurants that are more exposed to Yelp are cleaner along dimensions for which online reviews are more informative…(More)”.
Artificial Intelligence Bias and Discrimination: Will We Pull the Arc of the Moral Universe Towards Justice?
Paper by Emile Loza de Siles: “In 1968, the Reverend Martin Luther King Jr. foresaw the inevitability of society’s eventual triumph over the deep racism of his time and the stain that continues to cast its destructive oppressive pall today. From the pulpit of the nation’s church, Dr King said, “We shall overcome because the arc of the moral universe is long but it bends toward justice”. More than 40 years later, Eric Holder, the first African American United States Attorney General, agreed, but only if people acting with conviction exert to pull that arc towards justice.
With artificial intelligence (AI) bias and discrimination rampant, the need to pull the moral arc towards algorithmic justice is urgent. This article offers empowering clarity by conceptually bifurcating AI bias problems into AI bias engineering and organisational AI governance problems, revealing proven legal development pathways to protect against the corrosive harms of AI bias and discrimination…(More)”.
Crowdsourcing research questions in science
Paper by Susanne Beck, Tiare-Maria Brasseur, Marion Poetz and Henry Sauermann: “Scientists are increasingly crossing the boundaries of the professional system by involving the general public (the crowd) directly in their research. However, this crowd involvement tends to be confined to empirical work and it is not clear whether and how crowds can also be involved in conceptual stages such as formulating the questions that research is trying to address. Drawing on five different “paradigms” of crowdsourcing and related mechanisms, we first discuss potential merits of involving crowds in the formulation of research questions (RQs). We then analyze data from two crowdsourcing projects in the medical sciences to describe key features of RQs generated by crowd members and compare the quality of crowd contributions to that of RQs generated in the conventional scientific process. We find that the majority of crowd contributions are problem restatements that can be useful to assess problem importance but provide little guidance regarding potential causes or solutions. At the same time, crowd-generated research questions frequently cross disciplinary boundaries by combining elements from different fields within and especially outside medicine. Using evaluations by professional scientists, we find that the average crowd contribution has lower novelty and potential scientific impact than professional research questions, but comparable practical impact. Crowd contributions outperform professional RQs once we apply selection mechanisms at the level of individual contributors or across contributors. Our findings advance research on crowd and citizen science, crowdsourcing and distributed knowledge production, as well as the organization of science. We also inform ongoing policy debates around the involvement of citizens in research in general, and agenda setting in particular.Author links open overlay panel…(More)”.
Citizen science and the right to research: building local knowledge of climate change impacts
Paper by Sarita Albagli & Allan Yu Iwama: “The article presents results of a research project aiming to develop theoretical and empirical contributions on participatory approaches and methods of citizen science for risk mapping and adaptation to climate change. In the first part, the paper presents a review of the literature on key concepts and perspectives related to participatory citizen science, introducing the concept of the “right to research”. It highlights the mutual fertilization with participatory mapping methods to deal with disaster situations associated to climate change. In the second part, the paper describes and presents the results and conclusions of an action-research developed on the coastline between the states of São Paulo and Rio de Janeiro, Brazil in 2017–2018. It involved affected communities as protagonists in mapping and managing risks of natural disasters caused by extreme climate events, by combining citizen science approaches and methods with Participatory Geographic Information Systems (PGIS) and social cartography. The article concludes by pointing out the contributions and limits of the “right to research” as a relevant Social Science approach to reframe citizen science from a democratic view….(More)”.
When Do Informational Interventions Work? Experimental Evidence from New York City High School Choice
Paper by Sarah Cohodes, Sean Corcoran, Jennifer Jennings & Carolyn Sattin-Bajaj: “This paper reports the results of a large, school-level randomized controlled trial evaluating a set of three informational interventions for young people choosing high schools in 473 middle schools, serving over 115,000 8th graders. The interventions differed in their level of customization to the student and their mode of delivery (paper or online); all treated schools received identical materials to scaffold the decision-making process. Every intervention reduced likelihood of application to and enrollment in schools with graduation rates below the city median (75 percent). An important channel is their effect on reducing nonoptimal first choice application strategies. Providing a simplified, middle-school specific list of relatively high graduation rate schools had the largest impacts, causing students to enroll in high schools with 1.5-percentage point higher graduation rates. Providing the same information online, however, did not alter students’ choices or enrollment. This appears to be due to low utilization. Online interventions with individual customization, including a recommendation tool and search engine, induced students to enroll in high schools with 1-percentage point higher graduation rates, but with more variance in impact. Together, these results show that successful informational interventions must generate engagement with the material, and this is possible through multiple channels…(More)”.