Study commissioned by the European Parliament’s Policy Department for Citizens’ Rights and Constitutional Affairs at the request of the Committee on Legal Affairs: “This study analyses recent developments in data related practice, law and policy as well as the current legal framework for data access, sharing, and use in the European Union. The study identifies particular issues of concern and highlights respective need for action. On this basis, the study evaluates the Commission’s proposal for a Data Act…(More)”.
Your Boss Is an Algorithm: Artificial Intelligence, Platform Work and Labour
Book by Antonio Aloisi and Valerio De Stefano: “What effect do robots, algorithms, and online platforms have on the world of work? Using case studies and examples from across the EU, the UK, and the US, this book provides a compass to navigate this technological transformation as well as the regulatory options available, and proposes a new map for the era of radical digital advancements.
From platform work to the gig-economy and the impact of artificial intelligence, algorithmic management, and digital surveillance on workplaces, technology has overwhelming consequences for everyone’s lives, reshaping the labour market and straining social institutions. Contrary to preliminary analyses forecasting the threat of human work obsolescence, the book demonstrates that digital tools are more likely to replace managerial roles and intensify organisational processes in workplaces, rather than opening the way for mass job displacement.
Can flexibility and protection be reconciled so that legal frameworks uphold innovation? How can we address the pervasive power of AI-enabled monitoring? How likely is it that the gig-economy model will emerge as a new organisational paradigm across sectors? And what can social partners and political players do to adopt effective regulation?
Technology is never neutral. It can and must be governed, to ensure that progress favours the many. Digital transformation can be an essential ally, from the warehouse to the office, but it must be tested in terms of social and political sustainability, not only through the lenses of economic convenience. Your Boss Is an Algorithm offers a guide to explore these new scenarios, their promises, and perils…(More)”
14 tech-based innovations tackle youth mental health challenges
Blog by Elisha London and Anna Huber: “Depression, anxiety and behavioural conditions are the leading cause of illness for young people and suicide is the fourth most prevalent cause of death amongst 15- to 19-year-olds. Meanwhile, around 50 per cent of mental health conditions begin by the age 14 and 75 per cent by age 24. So, if youth mental health challenges and their environmental factors aren’t addressed, they extend into adulthood. Conversely, having good mental health means being better able to cope, connect and function, leading to more fulfilling and productive lives…
The Uplink Youth Mental Health Challenge by the World Economic Forum sought to identify some of the leading innovations around the world working to address these transformational needs, especially those led by young people themselves….
Here are the top 14 innovators selected:
1. Attensi and Dr. Raknes have developed the learning simulation Helping Hand, with the aim of preventing mental health disorders in adolescents. The game takes players through a series of life-like scenarios to reinforce positive decision-making, facilitate talking about feelings and thoughts, helping others master challenges and asking for help when needed.
2. Neolth Inc. offers a range of activities to help teens build coping skills and learn about mental health. Upon sign up, its proprietary algorithm matches teens with content personalized for their health needs, such as educational videos by clinicians and stigma-reducing content about lived experiences by teens.
3. Onkout connects a culturally relevant and unique trauma-informed, collective mental health peer support program to a virtual business training program, and the financial tools to improve young people’s lives. It supports young people in conflict-affected countries to be able to access services that are currently not available
4. Opa Mind has developed a “Voice Driven” support platform for people who struggle with emotional & mental health pressures. Opa Mind’s voice input system can listen and display various emotional based metrics, vocal biomarkers and supports, enabling individuals to undertake actionable follow-up steps in order to improve health and wellbeing.
5. OPTT, together with Curatio, offer an online psychotherapy tool to provide a technology-embedded, peer-to-peer social network for improved health outcomes. They allow mental wellness content producers, mental health teams, local health providers, and communities to work together to offer solutions proactively to their community members.
6. Renewal International Trust developed Positive Konnections (PK), a mobile application with a mental health intervention for young people with HIV that is designed to counter effects of stigma and help them access services privately or anonymously. The PK model uses creative narrative therapy techniques delivered on an accessible, youth-friendly platform…(More)”
Digital Wallets and Migration Policy: A Critical Intersection
Report by the German Marshall Fund: “A range of international bodies have recently begun experimenting with digital wallets. Digital wallets take many forms but are typically mobile phone-based systems that enable people to make electronic transactions and/or share identity credentials. In cross-border and migration contexts, digital wallets promise to have wide ranging implications for global governance, especially in identity management and finance. Aid organizations, governments, technology companies, and other interested parties are testing digital wallet projects that either target, or incidentally affect, migrants and refugees along with mainstream citizens.
A pertinent example is Ukraine’s Diia wallet. Precipitated by the COVID-19 pandemic and the reliance on digital systems for governance, the Ukrainian government launched the Diia wallet in 2020. Diia provides Ukrainians with a centralized, digital platform for storing, managing, and sharing official credentials such as vaccination records, insurance documents, passports, ID cards, and licenses. Through the Diia mobile application, Ukrainian people can engage with the government to update residence or driving license information, pay taxes, or access benefits, among other uses.
In early 2022, Russia’s war on Ukraine prompted the mass displacement of Ukrainian refugees. Key government infrastructures have been and continue to be targeted, compromised, and/or destroyed by Russian forces. Some Ukrainians have lost access to their devices, network connections, and digital ID documents in the Diia wallet (see Figure 1). However, others are using the wallet to access vital assistance. Internally displaced people are receiving monthly aid to cover living expenses; refugees are using Diia to donate to the army, report on enemy troops, and access TV and radio. The Diia wallet is a key example of a mainstream digital wallet system being stress tested in circumstances of political conflict and displacement. It illustrates the urgent need to investigate the implications of national digital wallet systems for governments and people in crisis:
- Does the digital wallet infrastructure support the secure continuation of government services and assistance?
- Do digital wallets boost the resilience of internally displaced people and refugees rebuilding their lives across borders, including marginalized groups?
- What are the risks of a digital wallet system, and how are they playing out in conditions of mass displacement?…(More)”.
The People Versus The Algorithm: Stakeholders and AI Accountability
Paper by Jbid Arsenyan and Julia Roloff: “As artificial intelligence (AI) applications are used for a wide range of tasks, the question about who is responsible for detecting and remediating problems caused by AI applications remains disputed. We argue that responsibility attributions proposed by management scholars fail to enable a practical solution as two aspects are overlooked: the difficulty to design a complex algorithm that does not produce adverse outcomes, and the conflict of interest inherited in some AI applications by design as proprietors and users employ the application for different purposes. In this conceptual paper, we argue that effective accountability can only be delivered through solutions that enable stakeholders to employ their collective intelligence effectively in compiling problem reports and analyze problem patterns. This allows stakeholders, including governments, to hold providers of AI applications accountable, and ensure that appropriate corrections are carried out in a timely manner…(More)”.
Mobile Big Data for Cities: Urban climate resilience strategies for low- and middle-income countries
GSMA Report: “Cities in low- and middle-income countries (LMICs) are increasingly vulnerable to the impacts of climate change, including rising sea levels and storm surges, heat stress, extreme precipitation, inland and coastal flooding and landslides. The physical effects of climate change have disrupted supply chains, led to lost productivity from health issues and incurred costs associated with rebuilding or repairing physical assets, such as buildings and transport infrastructure.
Resulting from the adverse effects of climate change, municipal governments and systems often lack the adaptive capacity or resources to keep up. Hence, the adaptative capacity of cities can be enhanced by corresponding to more comprehensive and real-time data. Such data will give municipal agencies the ability to watch events as they unfold, understand how demand patterns are changing and respond with faster and lower-cost solutions. This provides a solid basis for innovative data sources, such as mobile big data (MBD), to help strengthen urban climate resilience.
This study highlights the potential value of using mobile big data (MBD) in preparing for and responding to climate-related disasters in cities. In line with the “3As” of urban climate resilience, a framework adopted by the GSMA Mobile for Development programme, this study examines how MBD could help cities and their populations adapt to multiple long-term challenges brought about by climate change, anticipate climate hazards or events and/or absorb (face, manage and recover from) adverse conditions, emergencies or disasters…(More)”.
The Secret Language of Maps
Book by Carissa Carter: “Maps aren’t just geographic, they are also infographic and include all types of frameworks and diagrams. Any figure that sorts data visually and presents it spatially is a map. Maps are ways of organizing information and figuring out what’s important. Even stories can be mapped! The Secret Language of Maps provides a simple framework to deconstruct existing maps and then shows you how to create your own.
An embedded mystery story about a woman who investigates the disappearance of an old high school friend illustrates how to use different maps to make sense of all types of information. Colorful illustrations bring the story to life and demonstrate how the fictional character’s collection of data, properly organized and “mapped,” leads her to solve the mystery of her friend’s disappearance.
You’ll learn how to gather data, organize it, and present it to an audience. You’ll also learn how to view the many maps that swirl around our daily lives with a critical eye, aware of the forces that are in play for every creator…(More)”.
Responsible Data for Children Goes Polyglot: New Translations of Principles & Resources Available
Responsible Data for Children Blog: “In 2018, UNICEF and The GovLab launched the Responsible Data for Children (RD4C) initiative with the aim of supporting organisations and practitioners in ensuring that the interest of children is put at the centre of any work involving data for and about them.
Since its inception, the RD4C initiative has aimed to be field-oriented, driven by the needs of both children and practitioners across sectors and contexts. It has done so by ensuring that actors from the data responsibility sphere are informed and engaged on the RD4C work.
We want them to know what responsible data for and about children entails, why it is important, and how they can realize it in their own work.
In this spirit, the RD4C initiative has started translating its resources into different languages. We would like anyone willing to enhance their responsible data handling practices for and about children to be equipped with resources they can understand. As a global effort, we want to guarantee anyone willing to share their expertise and contribute be given the opportunity to do it.
Importantly, we would like children around the world—including the most marginalised and vulnerable groups—to be aware of what they can expect from organisations handling data for and about them and to have the means to demand and enforce their rights.
Last month, we released the RD4C Video, which is now available in Arabic, French and Spanish. Soon, the rest of the RD4C resources, such as our principles, tools and case studies will be translated as well.”
Democracy Disrupted: Governance in an Increasingly Virtual and Massively Distributed World.
Essay by Eric B. Schnurer: “…In short, it is often difficult to see where new technologies actually will lead. The same technological development can, in different settings, have different effects: The use of horses in warfare, which led seemingly inexorably in China and Europe to more centralized and autocratic states, had the effect on the other side of the world of enabling Hernán Cortés, with an army of roughly five hundred Spaniards, to defeat the massed infantries of the highly centralized, autocratic Aztec regime. Cortés’s example demonstrates that a particular technology generally employed by a concentrated power to centralize and dominate can also be used by a small insurgent force to disperse and disrupt (although in Cortés’s case this was on behalf of the eventual imposition of an even more despotic rule).
Regardless of the lack of inherent ideological content in any given technology, however, our technological realities consistently give metaphorical shape to our ideological constructs. In ancient Egypt, the regularity of the Nile’s flood cycle, which formed the society’s economic basis, gave rise to a belief in recurrent cycles of life and death; in contrast, the comparatively harsh and static agricultural patterns of the more-or-less contemporaneous Mesopotamian world produced a society that conceived of gods who simply tormented humans and then relegated them after death to sit forever in a place of dust and silence; meanwhile, the pastoral societies of the Fertile Crescent have handed down to us the vision of God as shepherd of his flock. (The Bible also gives us, in the story of Cain and Abel, a parable of the deadly conflict that technologically driven economic changes wreak: Abel was a traditional pastoralist—he tended sheep—while Cain, who planted seeds in the ground, represented the disruptive “New Economy” of settled agriculture. Tellingly, after killing off the pastoralist, the sedentarian Cain exits to found the first city.88xGenesis 4:17.)
As humans developed more advanced technologies, these in turn reshaped our conceptions of the world around us, including the proper social order. Those who possessed superior technological knowledge were invested with supernatural authority: The key to early Rome’s defense was the ability quickly to assemble and disassemble the bridges across the Tiber, so much so that the pontifex maximus—literally the “greatest bridge-builder”—became the high priest, from whose Latin title we derive the term pontiff. The most sophisticated—and arguably most crucial—technology in any town in medieval Europe was its public clock. The clock, in turn, became a metaphor for the mechanical working of the universe—God, in fact, was often conceived of as a clockmaker (a metaphor still frequently invoked to argue against evolution and for the necessity of an intelligent creator)—and for the proper form of social organization: All should know their place and move through time and space as predictably as the figurines making their regular appearances and performing their routinized interactions on the more elaborate and entertaining of these town-square timepieces.
In our own time, the leading technologies continue to provide the organizing concepts for our economic, political, and theological constructs. The factory became such a ubiquitous reflection of economic and social realities that, from the early nineteenth century onward, virtually every social and cultural institution—welfare (the poorhouse, or, as it was often called, the “workhouse”), public safety (the penitentiary), health care (the hospital), mental health (the insane asylum), “workforce” or public housing, even (as teachers often suggest to me) the education system—was consciously remodeled around it. Even when government finally tried to get ahead of the challenges posed by the Industrial Revolution by building the twentieth-century welfare state, it wound up constructing essentially a new capital of the Industrial Age in Washington, DC, with countless New Deal ministries along the Mall—resembling, as much as anything, the rows of factory buildings one can see in the steel and mill towns of the same era.
By the middle of the twentieth century, the atom and the computer came to dominate most intellectual constructs. First, the uncertainty of quantum mechanics upended mechanistic conceptions of social and economic relations, helping to foster conceptions of relativism in everything from moral philosophy to literary criticism. More recently, many scientists have come to the conclusion that the universe amounts to a massive information processor, and popular culture to the conviction that we all simply live inside a giant video game.
In sum, while technological developments are not deterministic—their outcomes being shaped, rather, by the uses we conceive to employ them—our conceptions are largely molded by these dominant technologies and the transformations they effect.99xI should note that while this argument is not deterministic, like those of most current thinkers about political and economic development such as Francis Fukuyama, Jared Diamond, and Yuval Noah Harari, neither is it materialistic, like that of Karl Marx. Marx thoroughly rejected human ideas and thinking as movers of history, which he saw as simply shaped and dictated by the technology. I am suggesting instead a dialectic between the ideal and the material. To repeat the metaphor, technological change constitutes the plate tectonics on which human contingencies are then built. To understand, then, the deeper movements of thought, economic arrangements, and political developments, both historical and contemporary, one must understand the nature of the technologies underlying and driving their unfolding…(More)“.
Responsible by Design – Principles for the ethical use of behavioural science in government
OECD Report: “The use of behavioural insights (BI) in public policy has grown over the last decade, with the largest increase of new behavioural teams emerging in the last five years. More and more governments are turning to behavioural science – a multidisciplinary approach to policy making encompassing lessons from psychology, cognitive science, neuroscience, anthropology, economics and more. There are a wide variety of frameworks and resources currently available, such as the OECD BASIC framework, designed with the purpose of helping BI practitioners and government officials infusing behavioural science throughout the policy cycle.
Despite the availability of such frameworks, there are less resources available with the primary purpose of safeguarding the responsible use of behavioural science in government. Oftentimes, teams are left to establish their own ethical standards and practices, which has resulted in an uncoordinated mosaic of procedures guiding the international community interested in upholding ethical behavioural practices. Until now, few attempts have been made to standardize ethical principles for behavioural science in public policy, and to concisely gather and present international best practices.
In light of this, we developed the first-of-its-kind Good Practice Principles for the Ethical Use of Behavioural Science in Public Policy to advance the responsible use of BI in government…(More)”.