Conference paper by Joshua Gelhaar et al: “In the increasingly interconnected business world, economic value is less and less created by one company alone but rather through the combination and enrichment of data by various actors in so-called data ecosystems. The research field around data ecosystems is, however, still in its infancy. With this study, we want to address this issue and contribute to a deeper understanding of data ecosystems. Therefore, we develop a taxonomy for data ecosystems which is grounded both theoretically through the linkage to the scientific knowledge base and empirically through the analyses of data ecosystem use cases. The resulting taxonomy consists of key dimensions and characteristics of data ecosystems and contributes to a better scientific understanding of this concept. Practitioners can use the taxonomy as an instrument to further understand, design and manage the data ecosystems their organizations are involved in….(More)”.
Rescuing Our Democracy by Rethinking New York Times Co. v. Sullivan
Paper by David Andrew Logan: “New York Times v. Sullivan (1964) is an iconic decision, foundational to modern First Amendment theory, and in a string of follow-on decisions the Court firmly grounded free speech theory and practice in the need to protect democratic discourse. To do this the Court provided broad and deep protections to the publishers of falsehoods. This article recognizes that New York Times and its progeny made sense in the “public square” of an earlier era, but the justices could never have foreseen the dramatic changes in technology and the media environment in the years since, nor predict that by making defamation cases virtually impossible to win they were harming, rather than helping self-government. In part because of New York Times, the First Amendment has been weaponized, frustrating a basic requirement of a healthy democracy: the development of a set of broadly agreed-upon facts. Instead, we are subject to waves of falsehoods that swamp the ability of citizens to effectively self-govern. As a result, and despite its iconic status, New York Times needs to be reexamined and retooled to better serve our democracy….(More)”
Blockchain and Citizenship: Uneasy Bedfellows
Paper by Oskar Josef Gstrein and Dimitry Kochenov: “…Distributed Ledger Technology can be an effective tool for resource distribution. As individuals and organisations explore innovations which allow to redefine the rules of access, possession and sharing these developments also become important for the future of self-determination. Demonstrated through credit scoring and ‘social credit systems’, the identity of an individual is intertwined with resource access, possession and transferability. A key pre-requisite for participation is formal legal status, which translates to citizenship. However, many proponents of Distributed Ledger Technology focus predominantly on technological features and capabilities, which might enable the implementation of concepts such as decentralised governance, ‘self-sovereign identity’ management, and trust-less transactions based on ‘zero-knowledge proof’. Nevertheless, such narrow consideration overlooks existing legal and political realities. Considering the lessons learned from citizenship, it becomes questionable whether Blockchain as player in the area of identity management will ultimately increase human dignity, or further manifest traditional patterns of discrimination and inequality….(More)”.
Can open data increase younger generations’ trust in democratic institutions? A study in the European Union
Paper by Nicolás Gonzálvez-Gallego and Laura Nieto-Torrejón: “Scholars and policy makers are giving increasing attention to how young people are involved in politics and their confidence in the current democratic system. In a context of a global trust crisis in the European Union, this paper examines if open government data, a promising governance strategy, may help to boost Millennials’ and Generation Z trust in public institutions and satisfaction with public outcomes. First, results from our preliminary analysis challenge some popular beliefs by revealing that younger generations tend to trust in their institutions notably more than the rest of the European citizens. In addition, our findings show that open government data is a trust-enabler for Millennials and Generation Z, not only through a direct link between both, but also thanks to the mediator role of citizens’ satisfaction. Accordingly, public officers are encouraged to spread the implementation of open data strategies as a way to improve younger generations’ attachment to democratic institutions….(More)”.
Nudging in Singapore: Current Implementation in Three Key Areas
Paper by Benjamin H. Detenber: “The city state of Singapore has a long history of social engineering efforts, yet only recently have social scientists and civil servants started to use behavioural insights (BI) to create ‘nudges’ and integrate them into the daily lives of citizens. Colloquially known as a nanny state for its extensive social programmes and sometimes heavy-handed approach to guiding social behaviour, Singapore is often regarded favourably by its neighbours in terms of its cleanliness, efficiency, and productivity. Yet how it manages its populace and the restrictions it imposes on unwanted behaviours are sometimes viewed sceptically by others in Asia and the West. Thus, many in the Singapore Civil Service have come to see nudging as a less coercive way to promote social welfare and well-being. This article reviews some of the latest actions in three areas: finance, health, and the environment. In discussing the range of nudging practices, their effectiveness will be assessed and some of the implications for society and individuals will be addressed. To the extent that Singapore can be considered a bellwether or harbinger, its use of nudges may offer a glimpse of what lies ahead for other countries in the region….(More)”.
Survey Data and Human Computation for Improved Flu Tracking
Paper by Stefan Wojcik et al: “While digital trace data from sources like search engines hold enormous potential for tracking and understanding human behavior, these streams of data lack information about the actual experiences of those individuals generating the data. Moreover, most current methods ignore or under-utilize human processing capabilities that allow humans to solve problems not yet solvable by computers (human computation). We demonstrate how behavioral research, linking digital and real-world behavior, along with human computation, can be utilized to improve the performance of studies using digital data streams. This study looks at the use of search data to track prevalence of Influenza-Like Illness (ILI). We build a behavioral model of flu search based on survey data linked to users’ online browsing data. We then utilize human computation for classifying search strings. Leveraging these resources, we construct a tracking model of ILI prevalence that outperforms strong historical benchmarks using only a limited stream of search data and lends itself to tracking ILI in smaller geographic units. While this paper only addresses searches related to ILI, the method we describe has potential for tracking a broad set of phenomena in near real-time….(More)”
From Rationality to Relationality: Ubuntu as an Ethical and Human Rights Framework for Artificial Intelligence Governance
Paper by Sabelo Mhlambi: “What is the measure of personhood and what does it mean for machines to exhibit human-like qualities and abilities? Furthermore, what are the human rights, economic, social, and political implications of using machines that are designed to reproduce human behavior and decision making? The question of personhood is one of the most fundamental questions in philosophy and it is at the core of the questions, and the quest, for an artificial or mechanical personhood.
The development of artificial intelligence has depended on the traditional Western view of personhood as rationality. However, the traditional view of rationality as the essence of personhood, designating how humans, and now machines, should model and approach the world, has always been marked by contradictions, exclusions, and inequality. It has shaped Western economic structures (capitalism’s free markets built on colonialism’s forced markets), political structures (modernity’s individualism imposed through coloniality), and discriminatory social hierarchies (racism and sexism as institutions embedded in enlightenment-era rationalized social and gender exclusions from full person status and economic, political, and social participation), which in turn shape the data, creation, and function of artificial intelligence. It is therefore unsurprising that the artificial intelligence industry reproduces these dehumanizations. Furthermore, the perceived rationality of machines obscures machine learning’s uncritical imitation of discriminatory patterns within its input data, and minimizes the role systematic inequalities play in harmful artificial intelligence outcomes….(More)”.
COVID-19 Tests Gone Rogue: Privacy, Efficacy, Mismanagement and Misunderstandings
Paper by Manuel Morales et al: “COVID-19 testing, the cornerstone for effective screening and identification of COVID-19 cases, remains paramount as an intervention tool to curb the spread of COVID-19 both at local and national levels. However, the speed at which the pandemic struck and the response was rolled out, the widespread impact on healthcare infrastructure, the lack of sufficient preparation within the public health system, and the complexity of the crisis led to utter confusion among test-takers. Invasion of privacy remains a crucial concern. The user experience of test takers remains low. User friction affects user behavior and discourages participation in testing programs. Test efficacy has been overstated. Test results are poorly understood resulting in inappropriate follow-up recommendations. Herein, we review the current landscape of COVID-19 testing, identify four key challenges, and discuss the consequences of the failure to address these challenges. The current infrastructure around testing and information propagation is highly privacy-invasive and does not leverage scalable digital components. In this work, we discuss challenges complicating the existing covid-19 testing ecosystem and highlight the need to improve the testing experience for the user and reduce privacy invasions. Digital tools will play a critical role in resolving these challenges….(More)”.
CommunityClick: Capturing and Reporting Community Feedback from Town Halls to Improve Inclusivity
Paper by Mahmood Jasim: “Local governments still depend on traditional town halls for community consultation, despite problems such as a lack of inclusive participation for attendees and difficulty for civic organizers to capture attendees’ feedback in reports. Building on a formative study with 66 town hall attendees and 20 organizers, we designed and developed CommunityClick, a community sourcing system that captures attendees’ feedback in an inclusive manner and enables organizers to author more comprehensive reports. During the meeting, in addition to recording meeting audio to capture vocal attendees’ feedback, we modify iClickers to give voice to reticent attendees by allowing them to provide real-time feedback beyond a binary signal. This information then automatically feeds into a meeting transcript augmented with attendees’ feedback and organizers’ tags. The augmented transcript along with a feedback-weighted summary of the transcript generated from text analysis methods is incorporated into an interactive authoring tool for organizers to write reports. From a field experiment at a town hall meeting, we demonstrate how CommunityClick can improve inclusivity by providing multiple avenues for attendees to share opinions. Additionally, interviews with eight expert organizers demonstrate CommunityClick’s utility in creating more comprehensive and accurate reports to inform critical civic decision-making. We discuss the possibility of integrating CommunityClick with town hall meetings in the future as well as expanding to other domains….(More)”.
COVID-19, Death Records and the Public Interest: Now is the Time to Push for Transparency
Paper by Amy Kristin Sanders at the Journal of Civic Information: “As the U.S. has grappled with COVID-19, the government has resisted repeated requests to follow open records laws, which are essential to transparency. Current efforts to reduce access to death records and other public information amid the pandemic jeopardizes government accountability and undermines the public’s trust. Given that COVID-19 has disproportionately affected low-income Americans, incarcerated populations and people of color, access to government-held data has serious implications for social justice. Importantly, those goals can be met without violating personal privacy. After analyzing state open records laws, court decisions and attorney general opinions, the author has developed a set of best practices for advocating access to death records to provide journalists and government watchdogs with important public health information that’s squarely in the public interest….(More)”.