Policymaking assessment framework

Curated on Posted on by Stefaan Verhulst

Guide by the Susan McKinnon Foundation: “This assessment tool supports the measurement of the quality of policymaking processes – both existing and planned – across  sectors. It provides a flexible framework for rating public policy processes using information available in the public domain. The framework’s objective is to simplify the path towards best practice, evidence-informed policy.

It is intended to accommodate the complexity of policymaking processes and reflect the realities and context within which policymaking is undertaken. The criteria can be tailored for different policy problems and policy types and applied across sectors and levels of government.

The framework is structured around five key domains:

  1. understanding the problem
  2. engagement with stakeholders and partners
  3. outcomes focus
  4. evidence for the solution, and
  5. design and communication…(More)”.

What 40 Million Devices Can Teach Us About Digital Literacy in America

Curated on Posted on by Stefaan Verhulst

Blog by Juan M. Lavista Ferres: “…For the first time, Microsoft is releasing a privacy-protected dataset that provides new insights into digital engagement across the United States. This dataset, built from anonymized usage data from 40 million Windows devices, offers the most comprehensive view ever assembled of how digital tools are being used across the country. It goes beyond surveys and self-reported data to provide a real-world look at software application usage across 28,000 ZIP codes, creating a more detailed and nuanced understanding of digital engagement than any existing commercial or government study.

In collaboration with leading researchers at Harvard University and the University of Pennsylvania, we analyzed this dataset and developed two key indices to measure digital literacy:

  • Media & Information Composite Index (MCI): This index captures general computing activity, including media consumption, information gathering, and usage of productivity applications like word processing, spreadsheets, and presentations.
  • Content Creation & Computation Index (CCI): This index measures engagement with more specialized digital applications, such as content creation tools like Photoshop and software development environments.

By combining these indices with demographic data, several important insights emerge:

Urban-Rural Disparities Exist—But the Gaps Are Uneven While rural areas often lag in digital engagement, disparities within urban areas are just as pronounced. Some city neighborhoods have digital activity levels on par with major tech hubs, while others fall significantly behind, revealing a more complex digital divide than previously understood.

Income and Education Are Key Drivers of Digital Engagement Higher-income and higher-education areas show significantly greater engagement in content creation and computational tasks. This suggests that digital skills—not just access—are critical in shaping economic mobility and opportunity. Even in places where broadband availability is the same, digital usage patterns vary widely, demonstrating that access alone is not enough.

Infrastructure Alone Won’t Close the Digital Divide Providing broadband connectivity is essential, but it is not a sufficient solution to the challenges of digital literacy. Our findings show that even in well-connected regions, significant skill gaps persist. This means that policies and interventions must go beyond infrastructure investments to include comprehensive digital education, skills training, and workforce development initiatives…(More)”.

Patients’ Trust in Health Systems to Use Artificial Intelligence

Curated on Posted on by Stefaan Verhulst

Paper by Paige Nong and Jodyn Platt: “The growth and development of artificial intelligence (AI) in health care introduces a new set of questions about patient engagement and whether patients trust systems to use AI responsibly and safely. The answer to this question is embedded in patients’ experiences seeking care and trust in health systems. Meanwhile, the adoption of AI technology outpaces efforts to analyze patient perspectives, which are critical to designing trustworthy AI systems and ensuring patient-centered care.

We conducted a national survey of US adults to understand whether they trust their health systems to use AI responsibly and protect them from AI harms. We also examined variables that may be associated with these attitudes, including knowledge of AI, trust, and experiences of discrimination in health care….Most respondents reported low trust in their health care system to use AI responsibly (65.8%) and low trust that their health care system would make sure an AI tool would not harm them (57.7%)…(More)”.

On conspiracy theories of ignorance

Curated on Posted on by Stefaan Verhulst

Essay by In “On the Sources of Knowledge and Ignorance”, Karl Popper identifies a kind of “epistemological optimism”—an optimism about “man’s power to discern truth and to acquire knowledge”—that has played a significant role in the history of philosophy. At the heart of this optimistic view, Popper argues, is the “doctrine that truth is manifest”:

“Truth may perhaps be veiled, and removing the veil may not be easy. But once the naked truth stands revealed before our eyes, we have the power to see it, to distinguish it from falsehood, and to know that it is truth.”

According to Popper, this doctrine inspired the birth of modern science, technology, and liberalism. If the truth is manifest, there is “no need for any man to appeal to authority in matters of truth because each man carried the sources of knowledge in himself”:

“Man can know: thus he can be free. This is the formula which explains the link between epistemological optimism and the ideas of liberalism.”

Although a liberal himself, Popper argues that the doctrine of manifest truth is false. “The simple truth,” he writes, “is that truth is often hard to come by, and that once found it may easily be lost again.” Moreover, he argues that the doctrine is pernicious. If we think the truth is manifest, we create “the need to explain falsehood”:

“Knowledge, the possession of truth, need not be explained. But how can we ever fall into error if truth is manifest? The answer is: through our own sinful refusal to see the manifest truth; or because our minds harbour prejudices inculcated by education and tradition, or other evil influences which have perverted our originally pure and innocent minds.”

In this way, the doctrine of manifest truth inevitably gives rise to “the conspiracy theory of ignorance”…

In previous work, I have criticised how the concept of “misinformation” is applied by researchers and policy-makers. Roughly, I think that narrow applications of the term (e.g., defined in terms of fake news) are legitimate but focus on content that is relatively rare and largely symptomatic of other problems, at least in Western democracies. In contrast, broad definitions inevitably get applied in biased and subjective ways, transforming misinformation research and policy-making into “partisan combat by another name”…(More)”

Using human mobility data to quantify experienced urban inequalities

Curated on Posted on by Stefaan Verhulst

Paper by Fengli Xu et al: “The lived experience of urban life is shaped by personal mobility through dynamic relationships and resources, marked not only by access and opportunity, but also inequality and segregation. The recent availability of fine-grained mobility data and context attributes ranging from venue type to demographic mixture offer researchers a deeper understanding of experienced inequalities at scale, and pose many new questions. Here we review emerging uses of urban mobility behaviour data, and propose an analytic framework to represent mobility patterns as a temporal bipartite network between people and places. As this network reconfigures over time, analysts can track experienced inequality along three critical dimensions: social mixing with others from specific demographic backgrounds, access to different types of facilities, and spontaneous adaptation to unexpected events, such as epidemics, conflicts or disasters. This framework traces the dynamic, lived experiences of urban inequality and complements prior work on static inequalities experience at home and work…(More)”.

Why these scientists devote time to editing and updating Wikipedia

Curated on Posted on by Stefaan Verhulst

Article by Christine Ro: “…A 2018 survey of more than 4,000 Wikipedians (as the site’s editors are called) found that 12% had a doctorate. Scientists made up one-third of the Wikimedia Foundation’s 16 trustees, according to Doronina.

Although Wikipedia is the best-known project under the Wikimedia umbrella, there are other ways for scientists to contribute besides editing Wikipedia pages. For example, an entomologist could upload photos of little-known insect species to Wikimedia Commons, a collection of images and other media. A computer scientist could add a self-published book to the digital textbook site Wikibooks. Or a linguist could explain etymology on the collaborative dictionary Wiktionary. All of these are open access, a key part of Wikimedia’s mission.

Although Wikipedia’s structure might seem daunting for new editors, there are parallels with academic documents.

For instance, Jess Wade, a physicist at Imperial College London, who focuses on creating and improving biographies of female scientists and scientists from low- and middle-income countries, says that the talk page, which is the behind-the-scenes portion of a Wikipedia page on which editors discuss how to improve it, is almost like the peer-review file of an academic paper…However, scientists have their own biases about aspects such as how to classify certain topics. This matters, Harrison says, because “Wikipedia is intended to be a general-purpose encyclopaedia instead of a scientific encyclopaedia.”

One example is a long-standing battle over Wikipedia pages on cryptids and folklore creatures such as Bigfoot. Labels such as ‘pseudoscience’ have angered cryptid enthusiasts and raised questions about different types of knowledge. One suggestion is for the pages to feature a disclaimer that says that a topic is not accepted by mainstream science.

Wade raises a point about resourcing, saying it’s especially difficult for the platform to retain academics who might be enthusiastic about editing Wikipedia initially, but then drop off. One reason is time. For full-time researchers, Wikipedia editing could be an activity best left to evenings, weekends and holidays…(More)”.

Conflicts over access to Americans’ personal data emerging across federal government

Curated on Posted on by Stefaan Verhulst

Article by Caitlin Andrews: “The Trump administration’s fast-moving efforts to limit the size of the U.S. federal bureaucracy, primarily through the recently minted Department of Government Efficiency, are raising privacy and data security concerns among current and former officials across the government, particularly as the administration scales back positions charged with privacy oversight. Efforts to limit the independence of a host of federal agencies through a new executive order — including the independence of the Federal Trade Commission and Securities and Exchange Commission — are also ringing alarm bells among civil society and some legal experts.

According to CNN, several staff within the Office of Personnel Management’s privacy and records keeping department were fired last week. Staff who handle communications and respond to Freedom of Information Act requests were also let go. Though the entire privacy team was not fired, according to the OPM, details about what kind of oversight will remain within the department were limited. The report also states the staff’s termination date is 15 April.

It is one of several moves the Trump administration has made in recent days reshaping how entities access and provide oversight to government agencies’ information.

The New York Times reports on a wide range of incidents within the government where DOGE’s efforts to limit fraudulent government spending by accessing sensitive agency databases have run up against staffers who are concerned about the privacy of Americans’ personal information. In one incident, Social Security Administration acting Commissioner Michelle King was fired after resisting a request from DOGE to access the agency’s database. “The episode at the Social Security Administration … has played out repeatedly across the federal government,” the Times reported…(More)”.

Regulatory Markets: The Future of AI Governance

Curated on Posted on by Stefaan Verhulst

Paper by Gillian K. Hadfield, and Jack Clark: “Appropriately regulating artificial intelligence is an increasingly urgent policy challenge. Legislatures and regulators lack the specialized knowledge required to best translate public demands into legal requirements. Overreliance on industry self-regulation fails to hold producers and users of AI systems accountable to democratic demands. Regulatory markets, in which governments require the targets of regulation to purchase regulatory services from a private regulator, are proposed. This approach to AI regulation could overcome the limitations of both command-and-control regulation and self-regulation. Regulatory market could enable governments to establish policy priorities for the regulation of AI, whilst relying on market forces and industry R&D efforts to pioneer the methods of regulation that best achieve policymakers’ stated objectives…(More)”.

Tab the lab: A typology of public sector innovation labs

Curated on Posted on by Stefaan Verhulst

Paper by Aline Stoll and Kevin C Andermatt: “Many public sector organizations set up innovation laboratories in response to the pressure to tackle societal problems and the high expectations placed on them to innovate public services. Our understanding of the public sector innovation laboratories’ role in enhancing the innovation capacity of administrations is still limited. It is challenging to assess or compare the impact of innovation laboratories because of how they operate and what they do. This paper closes this research gap by offering a typology that organizes the diverse nature of innovation labs and makes it possible to compare various lab settings. The proposed typology gives possible relevant factors to increase the innovation capacity of public organizations. The findings are based on a literature review of primarily explorative papers and case studies, which made it possible to identify the relevant criteria. The proposed typology covers three dimensions: (1) value (intended innovation impact of the labs); (2) governance (role of government and financing model); and (3) network (stakeholders in the collaborative arrangements). Comparing European countries and regions with regards to the repartition of labs shows that Nordic and British countries tend to have broader scope than continental European countries…(More)”.

On Privacy and Technology

Curated on Posted on by Stefaan Verhulst

Book by Daniel J. Solove: “With the rapid rise of new digital technologies and artificial intelligence, is privacy dead? Can anything be done to save us from a dystopian world without privacy?

In this short and accessible book, internationally renowned privacy expert Daniel J. Solove draws from a range of fields, from law to philosophy to the humanities, to illustrate the profound changes technology is wreaking upon our privacy, why they matter, and what can be done about them. Solove provides incisive examinations of key concepts in the digital sphere, including control, manipulation, harm, automation, reputation, consent, prediction, inference, and many others.

Compelling and passionate, On Privacy and Technology teems with powerful insights that will transform the way you think about privacy and technology…(More)”.