Paper by Jennifer Larson et al for Political Networks Workshops & Conference 2016: “Pinning down the role of social ties in the decision to protest has been notoriously elusive, largely due to data limitations. The era of social media and its global use by protesters offers an unprecedented opportunity to observe real-time social ties and online behavior, though often without an attendant measure of real-world behavior. We collect data on Twitter activity during the 2015 Charlie Hebdo protests in Paris which, unusually, record both real-world protest attendance and high-resolution network structure. We specify a theory of participation in which an individual’s decision depends on her exposure to others’ intentions, and network position determines exposure. Our findings are strong and consistent with this theory, showing that, relative to comparable Twitter users, protesters are significantly more connected to one another via direct, indirect, triadic, and reciprocated ties. These results offer the first large-scale empirical support for the claim that social network structure influences protest participation….(More)’
The Racist Algorithm?
Anupam Chander in the Michigan Law Review (2017 Forthcoming) : “Are we on the verge of an apartheid by algorithm? Will the age of big data lead to decisions that unfairly favor one race over others, or men over women? At the dawn of the Information Age, legal scholars are sounding warnings about the ubiquity of automated algorithms that increasingly govern our lives. In his new book, The Black Box Society: The Hidden Algorithms Behind Money and Information, Frank Pasquale forcefully argues that human beings are increasingly relying on computerized algorithms that make decisions about what information we receive, how much we can borrow, where we go for dinner, or even whom we date. Pasquale’s central claim is that these algorithms will mask invidious discrimination, undermining democracy and worsening inequality. In this review, I rebut this prominent claim. I argue that any fair assessment of algorithms must be made against their alternative. Algorithms are certainly obscure and mysterious, but often no more so than the committees or individuals they replace. The ultimate black box is the human mind. Relying on contemporary theories of unconscious discrimination, I show that the consciously racist or sexist algorithm is less likely than the consciously or unconsciously racist or sexist human decision-maker it replaces. The principal problem of algorithmic discrimination lies elsewhere, in a process I label viral discrimination: algorithms trained or operated on a world pervaded by discriminatory effects are likely to reproduce that discrimination.
I argue that the solution to this problem lies in a kind of algorithmic affirmative action. This would require training algorithms on data that includes diverse communities and continually assessing the results for disparate impacts. Instead of insisting on race or gender neutrality and blindness, this would require decision-makers to approach algorithmic design and assessment in a race and gender conscious manner….(More)“
Using Behavioral Science to Combat Climate Change
Cass R. Sunstein and Lucia A. Reisch in the Oxford Research Encyclopedia of Climate Science (Forthcoming): “Careful attention to choice architecture promises to open up new possibilities for reducing greenhouse gas emissions – possibilities that go well beyond, and that may supplement or complement, the standard tools of economic incentives, mandates, and bans. How, for example, do consumers choose between climate-friendly products or services and alternatives that are potentially damaging to the climate but less expensive? The answer may well depend on the default rule. Indeed, climate-friendly default rules may well be a more effective tool for altering outcomes than large economic incentives. The underlying reasons include the power of suggestion; inertia and procrastination; and loss aversion. If well-chosen, climate-friendly defaults are likely to have large effects in reducing the economic and environmental harms associated with various products and activities. In deciding whether to establish climate-friendly defaults, choice architects (subject to legal constraints) should consider both consumer welfare and a wide range of other costs and benefits. Sometimes that assessment will argue strongly in favor of climate-friendly defaults, particularly when both economic and environmental considerations point in their direction. Notably, surveys in the United States and Europe show that majorities in many nations are in favor of climate-friendly defaults….(More)”
The Politics of Mapping Platforms: Participatory Radiation Mapping after the Fukushima Daiichi Disaster
Paper by Jean-Christophe Plantin: “The release of the Google Maps API in 2005 spurred a trend of mapping mashups, adding cartography to online participatory culture. This article will present how the affordances of these “platforms” give shape to the online participation of concerned citizens willing to access information during an environmental crisis. Based on the analysis of the radiation mashups created after the disaster at the Fukushima Daiichi power plant in 2011, this article will highlight two types of online participation. First, participation as data extraction, where concerned actors either monitored data using Geiger counters or extracted and republished data from official websites. Second, participation as data aggregation, where maps were used to display and compare radiation measurements from official or crowdsourced venues. The conclusion will highlight the necessity to study how online platforms assign a place and temporality to online participation….(More)”
Transparency and the open society: Practical lessons for effective policy
Book by Roger Taylor and Tim Kelsey: “Greater transparency is increasingly seen as the answer to a wide range of social issues by governments, NGOs and businesses around the world. However, evidence of its impact is mixed. Using case studies from around the world including India, Tanzania, the UK and US, Transparency and the open society surveys the adoption of transparency globally, providing an essential framework for assessing its likely performance as a policy and the steps that can be taken to make it more effective. It addresses the role of transparency in the context of growing use by governments and businesses of surveillance and database driven decision making. The book is written for anyone involved in the use of transparency whether campaigning from outside or working inside government or business to develop policies….(More)”
Building digital trust: The role of data ethics in the digital age
Accenture: “The digital economy is built on data—massive streams of data being created, collected, combined and shared—for which traditional governance frameworks and risk-mitigation strategies are insufficient. In the digital age, analyzing and acting on insights from data can introduce entirely new classes of risk. These include unethical or even illegal use of insights, amplifying biases that exacerbate issues of social and economic justice, and using data for purposes to which its original disclosers would not have agreed, and without their consent. These and other practices can permanently damage consumer trust in a brand.
In the past, the scope for digital risk was limited to cybersecurity threats but leading organizations must now also recognize risks from lackluster ethical data practices. Mitigating these internal threats is critical for every player in the digital economy, and cannot be addressed with strong cybersecurity alone.
Accenture Labs launched a research collaboration with leading thinkers on data ethics to help provide guidelines for security executives and data practitioners and enable development of robust ethical controls throughout data supply chains. Download Report [PDF]”
What if Cities Used Data to Drive Inclusive Neighborhood Change?
This essay is part of a five-part series that explores how city leaders can promote local economies that are inclusive of all their residents. The framing brief, “Open Cities: From Economic Exclusion to Urban Inclusion,” defines economic exclusion and discusses city-level trends across high-income countries (Greene et al. 2016). The four “What if?” essays suggest bold and innovative solutions, and they are intended to spark debate on how cities might harness new technologies, rising momentum, and new approaches to governance in order to overcome economic exclusion….(More)”
Transforming governance: how can technology help reshape democracy?
Research Briefing by Matt Leighninger: “Around the world, people are asking how we can make democracy work in new and better ways. We are frustrated by political systems in which voting is the only legitimate political act, concerned that many republics don’t have the strength or appeal to withstand authoritarian figures, and disillusioned by the inability of many countries to address the fundamental challenges of health, education and economic development.
We can no longer assume that the countries of the global North have ‘advanced’ democracies, and that the nations of the global South simply need to catch up. Citizens of these older democracies have increasingly lost faith in their political institutions; Northerners cherish their human rights and free elections, but are clearly looking for something more. Meanwhile, in the global South, new regimes based on a similar formula of rights and elections have proven fragile and difficult to sustain. And in Brazil, India and other Southern countries, participatory budgeting and other valuable democratic innovations have emerged. The stage is set for a more equitable, global conversation about what we mean by democracy.
How can we adjust our democratic formulas so that they are more sustainable, powerful, fulfilling – and, well, democratic? Some of the parts of this equation may come from the development of online tools and platforms that help people to engage with their governments, with organisations and institutions, and with each other. Often referred to collectively as ‘civic technology’ or ‘civic tech’, these tools can help us map public problems, help citizens generate solutions, gather input for government, coordinate volunteer efforts, and help neighbours remain connected. If we want to create democracies in which citizens have meaningful roles in shaping public decisions and solving public problems, we should be asking a number of questions about civic tech, including:
- How can online tools best support new forms of democracy?
- What are the examples of how this has happened?
- What are some variables to consider in comparing these examples?
- How can we learn from each other as we move forward?
This background note has been developed to help democratic innovators explore these questions and examine how their work can provide answers….(More)”
The Seductions of Quantification: Measuring Human Rights, Gender Violence, and Sex Trafficking
Book by Sally Engle Merry: “We live in a world where seemingly everything can be measured. We rely on indicators to translate social phenomena into simple, quantified terms, which in turn can be used to guide individuals, organizations, and governments in establishing policy. Yet counting things requires finding a way to make them comparable. And in the process of translating the confusion of social life into neat categories, we inevitably strip it of context and meaning—and risk hiding or distorting as much as we reveal.
With The Seductions of Quantification, leading legal anthropologist Sally Engle Merry investigates the techniques by which information is gathered and analyzed in the production of global indicators on human rights, gender violence, and sex trafficking. Although such numbers convey an aura of objective truth and scientific validity, Merry argues persuasively that measurement systems constitute a form of power by incorporating theories about social change in their design but rarely explicitly acknowledging them. For instance, the US State Department’s Trafficking in Persons Report, which ranks countries in terms of their compliance with antitrafficking activities, assumes that prosecuting traffickers as criminals is an effective corrective strategy—overlooking cultures where women and children are frequently sold by their own families. As Merry shows, indicators are indeed seductive in their promise of providing concrete knowledge about how the world works, but they are implemented most successfully when paired with context-rich qualitative accounts grounded in local knowledge….(More)”.
What Can Civic Tech Learn From Social Movements?
Stacy Donohue at Omidyar Network: “…In order to spur creative thinking about how the civic tech sector could be accelerated and expanded, we looked to Purpose, a public benefit corporation that works with NGOs, philanthropies, and brands on movement building strategies. We wanted to explore what we might learn from taking the work that Purpose has done mapping the progress of of 21st century social movements and applying its methodology to civic tech.
So why consider viewing civic tech using the lens of 21st century movements? Movements are engines of change in society that enable citizens to create new and better paths to engage with government and to seek recourse on issues that matter to millions of people. At first glance, civic tech doesn’t appear to be a movement in the purest sense of the term, but on closer inspection, it does share some fundamental characteristics. Like a movement, civic tech is mission driven, is focused on making change that benefits the public, and in most cases enables better public input into decision making.
We believe that better understanding the essential components of movements, and observing the ways in which civic tech does or does not behave like one, can yield insights on how we as a civic tech community can collectively drive the sector forward….
report Engines of Change: What Civic Tech Can Learn From Social Movements….provides a lot of rich insight and detail which we invite everyone to explore. Meanwhile, we have summarized five key findings:
- Grassroots activity is expanding across the US – Activity is no longer centralized around San Francisco and New York; it’s rapidly growing and spreading across the US – in fact, there was an 81% increase in the number of cities hosting civic tech MeetUps from 2013 to 2015, and 45 of 50 states had at least one MeetUp on civic tech in 2015.
- Talk is turning to action – We are walking the talk. One way we can see this is that growth in civic tech Twitter discussion is highly correlated with the growth in GitHub contributions to civic tech projects and related Meetup events. Between 2013-2015, over 8,500 people contributed code to GitHub civic tech projects and there were over 76,000 MeetUps for civic tech events.
- There is an engaged core, but it is very small in number – As with most social movements, civic tech has a definite core of highly engaged evangelists, advocates and entrepreneurs that are driving conversations, activity, and events and this is growing. The number of Meetup groups holding multiple events a quarter grew by 136% between 2013 to 2015. And likewise there was a 60% growth in Engaged Tweeters in during this time period. However, this level of activity is dwarfed by other movements such as climate action.
- Civic tech is growing but still lacking scale – There are many positive indications of growth in civic tech; for example, the combination of nonprofit and for-profit funding to the sector increased by almost 120% over the period. But while growth compares favorably to other movements, again the scale just isn’t there.
- Common themes, but no shared vision or identity – Purpose examined the extent to which civic tech exhibits and articulates a shared vision or identity around which members of a movement can rally. What they found is that many fewer people are discussing the same shared set of themes. Two themes – Open Data and Government Transparency – are resonating and gaining traction across the sector and could therefore form the basis of common identity for civic tech.
While each of these insights is important in its own right and requires action to move the sector forward, the main thing that strikes us is the need for a coherent and clearly articulated vision and sense of shared identity for civic tech…
Read the full report: Engines of Change: What Civic Tech Can Learn From Social Movements