The Colombian Anti-Corruption Referendum: Why It Failed?

Curated on Posted on by Stefaan Verhulst

Paper by Michael Haman: “The objective of this article is to analyze the results of the anti-corruption referendum in Colombia in 2018. Colombia is a country with a significant corruption problem. More than 99% of the voters who came to the polls voted in favor of the proposals. However, the anti-corruption referendum nonetheless failed because not enough citizens were mobilized to participate. The article addresses the reasons why turnout was very low…

Conclusions: I find that the more transparent a municipality, the higher the percentage of the municipal electorate that voted for proposals in the anti-corruption referendum. Moreover, I find that in municipalities where support for Sergio Fajardo in the presidential election was higher and support for Iván Duque was lower, support for the referendum proposals was higher. Also, turnout was lower in municipalities with higher poverty rates and higher homicide rates…(More)”.

Data Power: tactics, access and shaping

Curated on Posted on by Stefaan Verhulst

Introduction to the Data Power Special Issue of Online Information Review by Ysabel Gerrard and Jo Bates : “…The Data Power Conference 2017, and by extension the seven papers in this Special Issue, addressed three questions:

  1. How can we reclaim some form of data-based power and autonomy, and advance data-based technological citizenship, while living in regimes of data power?
  2. Is it possible to regain agency and mobilise data for the common good? To do so, which theories help to interrogate and make sense of the operations of data power?
  3. What kind of design frameworks are needed to build and deploy data-based technologies with values and ethics that are equitable and fair? How can big data be mobilised to improve how we live, beyond notions of efficiency and innovation?

These questions broadly emphasise the reclamation of power, retention of agency and ethics of data-based technologies, and they reflect a broader moment in recent data studies scholarship. While early critical research on “big data” – a term that captures the technologies, analytics and mythologies of increasingly large data sets (Boyd and Crawford, 2012) – could only hypothesise the inequalities and deepened forms discrimination that might emerge as data sets grew in volume, many of those predictions have now become real. The articles in this Special Issue ask pressing questions about data power at a time when we have learned that data are too frequently handled in a way that deepens social inequalities and injustices (amongst others, Eubanks, 2018; Noble, 2018).

The papers in this Special Issue approach discussions of inequality and injustice through three broad lenses: the tactics people use to confront unequal distributions of (data) power; the access to data that are most relevant and essential for particular social groups, coupled with the changing and uncertain legalities of data access; and the shaping of social relations by and through data, whether through the demands placed on app users to disclose more personal information, the use of data to construct cultures of compliance or through the very methodologies commonly used to organise and label information. While these three themes do not exhaustively capture the range of topics addressed in this Special Issue, at the Data Power Conferences, or within the field at large, they represent an emphasis within data studies scholarship on shedding light on the most pressing issues confronting our increasingly datafied world…(More)”.

Contracting for Personal Data

Curated on Posted on by Stefaan Verhulst

Paper by Kevin E. Davis and Florencia Marotta-Wurgler: “Is contracting for the collection, use, and transfer of data like contracting for the sale of a horse or a car or licensing a piece of software? Many are concerned that conventional principles of contract law are inadequate when some consumers may not know or misperceive the full consequences of their transactions. Such concerns have led to proposals for reform that deviate significantly from general rules of contract law. However, the merits of these proposals rest in part on testable empirical claims.

We explore some of these claims using a hand-collected data set of privacy policies that dictate the terms of the collection, use, transfer, and security of personal data. We explore the extent to which those terms differ across markets before and after the adoption of the General Data Protection Regulation (GDPR). We find that compliance with the GDPR varies across markets in intuitive ways, indicating that firms take advantage of the flexibility offered by a contractual approach even when they must also comply with mandatory rules. We also compare terms offered to more and less sophisticated subjects to see whether firms may exploit information barriers by offering less favorable terms to more vulnerable subjects….(More)”.

Civic Duty Days: One Way Employers Can Strengthen Democracy

Curated on Posted on by Stefaan Verhulst

Blog by Erin Barnes: “As an employer, I’m always looking for structural ways to support my team in their health and wellbeing. We know that individual health is so often tied to community health: strong communities mean, among other things, better health outcomes, reduced crime, and better education for our children, so making space for my team to be able to be active participants in their neighborhoods gives them and their families better health outcomes. So, from my perspective, allowing time to give back to the community is just as important as providing sick days.

When my cofounder Brandon Whitney and I started ioby — a nonprofit focused on building civic leadership in our neighborhoods — we wanted our internal organizational values to reflect our mission. For example, we’ve always given Election Day off, and Brandon created ioby’s Whole Person Policy inspired by the work of Parker Palmer. And a few years ago, after a series of high-profile killings of people of color by police made it difficult for many of our staff to feel fully present at work while also showing up for those in their community who were struggling with pain and grief, we decided to add an additional 5 days of Paid Time Off (PTO) for civic duty.

At ioby, a Civic Duty Day is not the same as jury duty. Civic Duty Days are designed to give ioby staff the time to do what we need to do to be active participants involved in everyday democracy. Activities can include neighborhood volunteering, get-out-the-vote volunteering, fundraising, self-care and community-care to respond to local and national emergencies, writing letters, meeting with local elected officials, making calls, going to a healing workshop, and personal health to recover from civic duty activities that fall on weekends.

A couple weeks ago, at a retreat with other nonprofit leaders, we were discussing structural ways to increase civic participation in the United States. Given that nearly 15% of Americans cite lack of time as their reason for not voting, and 75% of Americans cite it as their reason for not volunteering, employers can make a big difference in how Americans show up in public life.

I asked my team what sorts of things they’ve used Civic Duty Days for. In addition to the typical answers about park cleanups, phone banking, door knocking and canvassing, postcard writing, attending demonstrations like the Women’s March and the Climate Strike, I heard some interesting stories.

  • One ioby staff person used her Civic Duty Days to attend Reverse Ride Alongs where she acts as a guide with cadets for the entire day. This program allows cadets to see the community they will be serving and for the community to have a voice in how they see policing and what ways best to be approached by new police officers.
  • An ioby staff person used Civic Duty Days to attend trial for an activist who was arrested for protesting; this would have been impossible to attend otherwise since trials are often during the day.
  • Another ioby staff person used his days to stay home with his kids while his wife attended demonstrations….(More)”

How to ensure that your data science is inclusive

Curated on Posted on by Stefaan Verhulst

Blog by Samhir Vasdev: “As a new generation of data scientists emerges in Africa, they will encounter relatively little trusted, accurate, and accessible data upon which to apply their skills. It’s time to acknowledge the limitations of the data sources upon which data science relies, particularly in lower-income countries.

The potential of data science to support, measure, and amplify sustainable development is undeniable. As public, private, and civic institutions around the world recognize the role that data science can play in advancing their growth, an increasingly robust array of efforts has emerged to foster data science in lower-income countries.

This phenomenon is particularly salient in Sub-Saharan Africa. There, foundations are investing millions into building data literacy and data science skills across the continent. Multilaterals and national governments are pioneering new investments into data science, artificial intelligence, and smart cities. Private and public donors are building data science centers to build cohorts of local, indigenous data science talent. Local universities are launching graduate-level data science courses.

Despite this progress, among the hype surrounding data science rests an unpopular and inconvenient truth: As a new generation of data scientists emerges in Africa, they will encounter relatively little trusted, accurate, and accessible data that they can use for data science.

We hear promises of how data science can help teachers tailor curricula according to students’ performances, but many school systems don’t collect or track that performance data with enough accuracy and timeliness to perform those data science–enabled tweaks. We believe that data science can help us catch disease outbreaks early, but health care facilities often lack the specific data, like patient origin or digitized information, that is needed to discern those insights.

These fundamental data gaps invite the question: Precisely what data would we perform data science on to achieve sustainable development?…(More)”.

Merging the ‘Social’ and the ‘Public’: How Social Media Platforms Could Be a New Public Forum

Curated on Posted on by Stefaan Verhulst

Paper by Amélie Pia Heldt: “When Facebook and other social media sites announced in August 2018 they would ban extremist speakers such as conspiracy theorist Alex Jones for violating their rules against hate speech, reactions were strong. Either they would criticize that such measures were only a drop in the bucket with regards to toxic and harmful speech online, or they would despise Facebook & Co. for penalizing only right-wing speakers, hence censoring political opinions and joining some type of anti-conservative media conglomerate. This anecdote foremost begged the question: Should someone like Alex Jones be excluded from Facebook? And the question “should” includes the one of “may Facebook exclude users for publishing political opinions?”.

As social media platforms take up more and more space in our daily lives, enabling not only individual and mass communication, but also offering payment and other services, there is still a need for a common understanding with regards to the social and communicative space they create in cyberspace. By common I mean on a global scale since this is the way most social media platforms operate or aim for (see Facebook’s mission statement: “bring the world closer together”). While in social science a new digital sphere was proclaimed and social media platforms can be categorized as “personal publics”, there is no such denomination in legal scholarship that is globally agreed upon. Public space can be defined as a free room between the state and society, as a space for freedom. Generally, it is where individuals are protected by their fundamental rights while operating in the public sphere. However, terms like forum, space, and sphere may not be used as synonyms in this discussion. Under the First Amendment, the public forum doctrine mainly serves the purposes of democracy and truth and could be perpetuated in communication services that promote direct dialogue between the state and citizens. But where and by whom is the public forum guaranteed in cyberspace? The notion of the public space in cyberspace is central and it constantly evolves as platforms become broader in their services, hence it needs to be examined more closely. When looking at social media platforms we need to take into account how they moderate speech and subsequently how they influence social processes. If representative democracies are built on the grounds of deliberation, it is essential to safeguard the room for public discourse to actually happen. Are constitutional concepts for the analog space transferable into the digital? Should private actors such as social media platforms be bound by freedom of speech without being considered state actors? And, accordingly, create a new type of public forum?

The goal of this article is to provide answers to the questions mentioned….(More)”.

Future Government 2030+: Policy Implications and Recommendations

Curated on Posted on by Stefaan Verhulst

European Commission: “This report provides follow-up insights into the policy implications and offers a set of 57 recommendations, organised in nine policy areas. These stem from a process based on interviews with 20 stakeholders. The recommendations include a series of policy options and actions that could be implemented at different levels of governance systems.

The Future of Government project started in autumn 2017 as a research project of the Joint Research Centre in collaboration with Directorate General Communication Network and Technologies. It explored how we can rethink the social contract according to the needs of today’s society, what elements need to be adjusted to deliver value and good to people and society, what values we need to improve society, and how we can obtain a new sense of responsibility.

Following the “The Future of Government 2030+: A Citizen-Centric Perspective on New Government Models report“, published on 6 March, the present follow-up report provides follow-up insights into the policy implications and offers a set of 54 recommendations, organised in nine policy areas.

The recommendations of this report include a series of policy options and actions that could be implemented at different levels of governance systems. Most importantly, they include essential elements to help us build our future actions on digital government and address foundational governance challenges of the modern online world (i.e regulation of AI ) in the following 9 axes:

  1. Democracy and power relations: creating clear strategies towards full adoption of open government
  2. Participatory culture and deliberation: skilled and equipped public administration and allocation of resources to include citizens in decision-making
  3. Political trust: new participatory governance mechanisms to raise citizens’ trust
  4. Regulation: regulation on technology should follow discussion on values with full observance of fundamental rights
  5. Public-Private relationship: better synergies between public and private sectors, collaboration with young social entrepreneurs to face forthcoming challenges
  6. Public services: modular and adaptable public services, support Member States in ensuring equal access to technology
  7. Education and literacy: increase digital data literacy, critical thinking and education reforms in accordance to the needs of job markets
  8. Big data and artificial intelligence: ensure ethical use of technology, focus on technologies’ public value, explore ways to use technology for more efficient policy-making
  9. Redesign and new skills for public administration: constant re-evaluation of public servants’ skills, foresight development, modernisation of recruitment processes, more agile forms of working.

As these recommendations have shown, collaboration is needed across different policy fields and they should be acted upon as integrated package. The majority of recommendations is intended for the EU policymakers but their implementation could be more effective if done through lower levels of governance, eg. local, regional or even national. (Read full text)… (More).

Human Rights in the Age of Platforms

Curated on Posted on by Stefaan Verhulst

Book edited by Rikke Frank Jørgensen: “Today such companies as Apple, Facebook, Google, Microsoft, and Twitter play an increasingly important role in how users form and express opinions, encounter information, debate, disagree, mobilize, and maintain their privacy. What are the human rights implications of an online domain managed by privately owned platforms? According to the Guiding Principles on Business and Human Rights, adopted by the UN Human Right Council in 2011, businesses have a responsibility to respect human rights and to carry out human rights due diligence. But this goal is dependent on the willingness of states to encode such norms into business regulations and of companies to comply. In this volume, contributors from across law and internet and media studies examine the state of human rights in today’s platform society.

The contributors consider the “datafication” of society, including the economic model of data extraction and the conceptualization of privacy. They examine online advertising, content moderation, corporate storytelling around human rights, and other platform practices. Finally, they discuss the relationship between human rights law and private actors, addressing such issues as private companies’ human rights responsibilities and content regulation…(More)”.

Digital dystopia: how algorithms punish the poor

Curated on Posted on by Stefaan Verhulst

Ed Pilkington at The Guardian: “All around the world, from small-town Illinois in the US to Rochdale in England, from Perth, Australia, to Dumka in northern India, a revolution is under way in how governments treat the poor.

You can’t see it happening, and may have heard nothing about it. It’s being planned by engineers and coders behind closed doors, in secure government locations far from public view.

Only mathematicians and computer scientists fully understand the sea change, powered as it is by artificial intelligence (AI), predictive algorithms, risk modeling and biometrics. But if you are one of the millions of vulnerable people at the receiving end of the radical reshaping of welfare benefits, you know it is real and that its consequences can be serious – even deadly.

The Guardian has spent the past three months investigating how billions are being poured into AI innovations that are explosively recasting how low-income people interact with the state. Together, our reporters in the US, Britain, India and Australia have explored what amounts to the birth of the digital welfare state.

Their dispatches reveal how unemployment benefits, child support, housing and food subsidies and much more are being scrambled online. Vast sums are being spent by governments across the industrialized and developing worlds on automating poverty and in the process, turning the needs of vulnerable citizens into numbers, replacing the judgment of human caseworkers with the cold, bloodless decision-making of machines.

At its most forbidding, Guardian reporters paint a picture of a 21st-century Dickensian dystopia that is taking shape with breakneck speed…(More)”.

Timing Technology

Curated on Posted on by Stefaan Verhulst

Blog by Gwern Branwen: “Technological forecasts are often surprisingly prescient in terms of predicting that something was possible & desirable and what they predict eventually happens; but they are far less successful at predicting the timing, and almost always fail, with the success (and riches) going to another.

Why is their knowledge so useless? The right moment cannot be known exactly in advance, so attempts to forecast will typically be off by years or worse. For many claims, there is no way to invest in an idea except by going all in and launching a company, resulting in extreme variance in outcomes, even when the idea is good and the forecasts correct about the (eventual) outcome.

Progress can happen and can be foreseen long before, but the details and exact timing due to bottlenecks are too difficult to get right. Launching too early means failure, but being conservative & launching later is just as bad because regardless of forecasting, a good idea will draw overly-optimistic researchers or entrepreneurs to it like moths to a flame: all get immolated but the one with the dumb luck to kiss the flame at the perfect instant, who then wins everything, at which point everyone can see that the optimal time is past. All major success stories overshadow their long list of predecessors who did the same thing, but got unlucky. So, ideas can be divided into the overly-optimistic & likely doomed, or the fait accompli. On an individual level, ideas are worthless because so many others have them too—‘multiple invention’ is the rule, and not the exception.

This overall problem falls under the reinforcement learning paradigm, and successful approaches are analogous to Thompson sampling/posterior sampling: even an informed strategy can’t reliably beat random exploration which gradually shifts towards successful areas while continuing to take occasional long shots. Since people tend to systematically over-exploit, how is this implemented? Apparently by individuals acting suboptimally on the personal level, but optimally on societal level by serving as random exploration.

A major benefit of R&D, then, is in laying fallow until the ‘ripe time’ when they can be immediately exploited in previously-unpredictable ways; applied R&D or VC strategies should focus on maintaining diversity of investments, while continuing to flexibly revisit previous failures which forecasts indicate may have reached ‘ripe time’. This balances overall exploitation & exploration to progress as fast as possible, showing the usefulness of technological forecasting on a global level despite its uselessness to individuals….(More)”.