Data Collaboratives

Curated on Posted on by Stefaan Verhulst

Policy Brief by Center for the Governance of Change: “Despite the abundance of data generated, it is becoming increasingly clear that its accessibility and advantages are not equitably or effectively distributed throughout society. Data asymmetries, driven in large part by deeply entrenched inequalities and lack of incentives by many public- and private-sector organizations to collaborate, are holding back the public good potential of data and hindering progress and innovation in key areas such as financial inclusion, health, and the future of work.

More (and better) collaboration is needed to address the data asymmetries that exist across society, but early efforts at opening data have fallen short of achieving their intended aims. In the EU, the proposed Data Act is seeking to address these shortcomings and make more data available for public use by setting up new rules on data sharing. However, critics say its current reading risks limiting the potential for delivering innovative solutions by failing to establish cross-sectoral data-sharing frameworks, leaving the issue of public data stewardship off the table, and avoiding the thorny question of business incentives.

This policy brief, based on Stefaan Verhulst’s recent policy paper for the Center for the Governance of Change, argues that data collaboratives, an emerging model of collaboration in which participants from different sectors exchange data to solve public problems, offer a promising solution to address these data asymmetries and contribute to a healthy data economy that can benefit society as a whole. However, data collaboratives require a systematic, sustainable, and responsible approach to be successful, with a particular focus on..(More):

Establishing a new science of questions, to help identify the most pressing public and private challenges that can be addressed with data sharing.Fostering a new profession of data stewards, to promote a culture of responsible sharing within organizations and recognize opportunities for productive collaboration.Clarifying incentives, to bring the private sector to the table and help operationalize data collaboration, ideally with some sort of market-led compensation model.
Establishing a social license for data reuse, to promote trust among stakeholders through public engagement, data stewardship, and an enabling regulatory framework.Becoming more data-driven about data, to improve our understanding of collaboration, build sustainable initiatives, and achieve project accountability.

Unleashing the metaverse for skills and workforce development

Curated on Posted on by Stefaan Verhulst

Article by Gemma Rodon, Marjorie Chinen, and Diego Angel-Urdinola: “The metaverse is revolutionizing skills and workforce development, reshaping learning in fields like auto-mechanics, health care, welding and various vocations. It offers future workers with invaluable, cost-effective, flexible, standardized and safe apprenticeship opportunities tailored for the demands of the global economy….Given its importance and potential, the World Bank’s EdTech team, with support from a Digital Development Partnership Grant, has recently completed a knowledge pack (KP) that provides evidence and case studies showcasing the advantages and results of using the metaverse, notably virtual and extended reality (XR) labs, for workforce development and offers guidance on implementation and steps necessary to deploy this technology. XR is an umbrella term that encompasses all immersive technologies that blend physical and digital worlds, including virtual reality (VR), augmented reality (AR), and mixed reality (MR).

The KP compiles a catalog of available virtual and XR labs in the market in high-demand sectors, such as auto-mechanics, nursing, and welding. Overall, the metaverse is reshaping workforce development in three key aspects:

  • Reducing risks and fostering safety: Some training situations and learning experiences may be dangerous or difficult to access (e.g., health care, welding training, emergency preparedness, mass disasters, etc.).
  • Promoting technical proficiency: The metaverse allows for unlimited practice opportunities and can personalize the pace (and scenarios) of the learning experiences in a simulated environment.

Enhancing efficiency and monitoring: Training in the metaverse requires less investment in inputs and consumables; allows for easier adjustments to changes in the industry and facilitates data collection and analysis on students’ use and performance…(More)”.

The Secret Solution To Increasing Resident Trust

Curated on Posted on by Stefaan Verhulst

Report by CivicPlus: “We surveyed over 16,000 Americans to determine what factors most impacted community members in fostering feelings of trust in their local government. We found that residents in communities with digital resident self-service technology are more satisfied with their local government than residents still dependent on analog interactions to obtain government services. Residents in technology-forward communities also tend to be more engaged civic participants…(More)”.

Creating Action with Data: Using Data to Increase Equity in Urban Development

Curated on Posted on by Stefaan Verhulst

Report by Justin Kollar, Niko McGlashan, and Sarah Williams: “The use of data in urban development is controversial because of the numerous examples showing its use to reinforce inequality rather than inclusion. From the development of Home Owners Loan Corporation (HOLC) maps, which excluded many minority communities from mortgages, to zoning laws used to reinforce structural racism, data has been used by those in power to elevate some while further marginalizing others. Yet data can achieve the opposite outcome by exposing inequity, encouraging dialogue and debate, making developers and cities more accountable, and ultimately creating new digital tools to make development processes more inclusive. Using data for action requires that we build teams to ask and answer the right questions, collect the right data, analyze the data ingeniously, ground-truth the results with communities, and share the insights with broader groups so they can take informed action. This paper looks at the development of two recent approaches in New York and Seattle to measure equity in urban development. We reflect on these approaches through the lens of data action principles (Williams 2020). Such reflections can highlight the challenges and opportunities for furthering the measurement and achievement of equitable development by other groups, such as real estate developers and community organizations, who seek to create positive social impact through their activities…(More)”.

State Capacities and Wicked Problems of Public Policy: Addressing Vulnerabilities that Affect Human Development

Curated on Posted on by Stefaan Verhulst

Report by Mosqueira, Edgardo; and Alessandro, Martín: “There is a growing mismatch between the types of public problems that governments face and the capabilities of the public administrations that design and implement policies to address them. Traditional administrative processes, the division of labor into ministries and agencies with clearly defined mandates, and even results-based management tools (such as logical frameworks or project management methodologies) are useful to address problems with relatively linear and predictable cause-effect relationships, in which success depends on the reliable execution of a predefined plan. In contrast, when dealing with wicked problems, multiple factors and actors are involved, often pushing in opposite directions and generating impacts across different sectors. Therefore, it is difficult to both align incentives and predict the effect of interventions. Such complex systems require a different approach, one that promotes collaboration among diverse actors, experimentation and learning to understand what works, and the ability to make rapid adjustments to interventions. This report illustrates the characteristics of wicked problems in two crucial development areas for Latin American and Caribbean countries: inequality and climate change. For each, it proposes institutional and managerial reforms that would expand the intervention capacities of LAC governments and analyzes the most relevant contexts for each option…(More)”.

Social approach to the transition to smart cities

Curated on Posted on by Stefaan Verhulst

Report by the European Parliamentary Research Services (EPRS): “This study explores the main impacts of the smart city transition on our cities and, in particular, on citizens and territories. In our research, we start from an analysis of smart city use cases to identify a set of key challenges, and elaborate on the main accelerating factors that may amplify or contain their impact on particular groups and territories. We then present an account of best practices that can help mitigate or prevent such challenges, and make some general observations on their scalability and replicability. Finally, based on an analysis of EU regulatory frameworks and a mapping of current or upcoming initiatives in the domain of smart city innovation, capacity-building and knowledge capitalisation, we propose six policy options to inform future policy-making at EU level to support a more inclusive smart city transition…(More)”.

Rules of Order: Assessing the State of Global Governance

Curated on Posted on by Stefaan Verhulst

Paper by Stewart Patrick: “The current disorder has multiple causes, although their relative weight can be debated. They include intensifying strategic competition between the United States and China, two superpowers with dramatically different world order visions and clashing material interests; Russia’s brazen assault against its neighbor, resulting in the most serious armed conflict in Europe since World War II; an ongoing diffusion of power from advanced market democracies to emerging nations with diverse preferences, combined with resistance from established powers against accommodating them in multilateral institutions; a widespread retreat from turbocharged globalization, as national governments seek to claw back autonomy from market forces to pursue industrial, social, national security, and other policies and, in some cases, to weaponize interdependence; growing alienation between richer and poorer nations, exacerbated by accelerating climate change and stalled development; a global democratic recession now in its seventeenth year that has left no democracy unscathed; and a resurgence of sovereignty-minded nationalism that calls on governments to take back control from forces blamed for undermining national security, prosperity, and identity. (The “America First” ethos of Donald Trump’s presidency, which rejected the tenets of post-1945 U.S. internationalism, is but the most prominent recent example.) In sum, the crisis of cooperation is as much a function of the would-be global problem-solvers as it is a function of the problems themselves.

Given these centrifugal tendencies, is there any hope for a renewed open, rules-based world order? As a first step in answering this question, this paper surveys areas of global convergence and divergence on principles and rules of state conduct across fourteen major global issue areas. These are grouped into four categories: (1) rules to promote basic stability and peaceful coexistence by reducing the specter of violence; (2) rules to facilitate economic exchange and prosperity; (3) rules to promote cooperation on transnational and even planetary challenges like climate change, pandemics, the global commons, and the regulation of cutting-edge technologies; and (4) rules that seek to embed liberal values, particularly principles of democracy and human rights, in the international sphere. This stocktaking reveals significant preference diversity and normative disagreement among nations in both emerging and long-established spheres of interdependence. Ideally, this brief survey will give global policymakers a better sense of what, collectively, they are up against—and perhaps even suggest ways to bridge existing differences…(More)”

Assembling an Assembly Guide

Curated on Posted on by Stefaan Verhulst

Guide prepared by DemocracyNext: :The Assembling an Assembly Guide is a resource for any institution, organisation, city administration, or policy maker interested in running a Citizens’ Assembly. It is also a useful tool for citizens and activists wishing to learn more about what a Citizens’ Assembly is and how it works, in order to strengthen their advocacy efforts.

This 3-stage guide will accompany you through the different steps of designing, running, and acting on the results of a Citizens’ Assembly. It draws on and points to a curated selection of the best available resources. From deciding how to choose and define an issue, to setting the budget, timeline, and which people to involve, this guide aims to make it a simple and clear process…(More)”.

Valuing Data: Where Are We, and Where Do We Go Next?

Curated on Posted on by Stefaan Verhulst

Article by Tim Sargent and Laura Denniston: “The importance of data as a driver of technological advancement cannot be underestimated, but how can it be measured? This paper looks at measuring the value of data in national accounts using three different categories of data-related assets: data itself, databases and data science. The focus then turns to three recent studies by statistical agencies in Canada, the Netherlands and the United States to examine how each country uses a cost-based analysis to value data-related assets. Although there are two other superior ways of valuing data (the income-based method and the market-based method, as well as a hybrid approach), the authors find that these methods will be difficult to implement. The paper concludes with recommendations that include widening data-valuation efforts to the public sector, which is a major holder of data. The social value of data also needs to be calculated by considering both the positive and negative aspects of data-related investment and use. Appropriate data governance strategies are needed to ensure that data is being used for everyone’s benefit…(More)”.

Mapping the landscape of data intermediaries

Curated on Posted on by Stefaan Verhulst

Report by the European Commission’s Joint Research Centre: “…provides a landscape analysis of key emerging types of data intermediaries. It reviews and syntheses current academic and policy literature, with the goal of identifying shared elements and definitions. An overall objective is to contribute to establishing a common vocabulary among EU policy makers, experts, and practitioners. Six types are presented in detail: personal information management systems (PIMS), data cooperatives, data trusts, data unions, data marketplaces, and data sharing pools. For each one, the report provides information about how it works, its main features, key examples, and business model considerations. The report is grounded in multiple perspectives from sociological, legal, and economic disciplines. The analysis is informed by the notion of inclusive data governance, contextualised in the recent EU Data Governance Act, and problematised according to the economic literature on business models.

The findings highlight the fragmentation and heterogeneity of the field. Data intermediaries range from individualistic and business-oriented types to more collective and inclusive models that support greater engagement in data governance, while certain types do aim at facilitating economic transactions between data holders and users, others mainly seek to produce collective benefits or public value. In the conclusions, it derives a series of take-aways regarding main obstacles faced by data intermediaries and identifies lines of empirical work in this field…(More)”.