Better Data for Better Policy: Accessing New Data Sources for Statistics Through Data Collaboratives


Medium Blog by Stefaan Verhulst: “We live in an increasingly quantified world, one where data is driving key business decisions. Data is claimed to be the new competitive advantage. Yet, paradoxically, even as our reliance on data increases and the call for agile, data-driven policy making becomes more pronounced, many Statistical Offices are confronted with shrinking budgets and an increased demand to adjust their practices to a data age. If Statistical Offices fail to find new ways to deliver “evidence of tomorrow”, by leveraging new data sources, this could mean that public policy may be formed without access to the full range of available and relevant intelligence — as most business leaders have. At worst, a thinning evidence base and lack of rigorous data foundation could lead to errors and more “fake news,” with possibly harmful public policy implications.

While my talk was focused on the key ways data can inform and ultimately transform the full policy cycle (see full presentation here), a key premise I examined was the need to access, utilize and find insight in the vast reams of data and data expertise that exist in private hands through the creation of new kinds of public and private partnerships or “data collaboratives” to establish more agile and data-driven policy making.

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Applied to statistics, such approaches have already shown promise in a number of settings and countries. Eurostat itself has, for instance, experimented together with Statistics Belgium, with leveraging call detail records provided by Proximus to document population density. Statistics Netherlands (CBS) recently launched a Center for Big Data Statistics (CBDS)in partnership with companies like Dell-EMC and Microsoft. Other National Statistics Offices (NSOs) are considering using scanner data for monitoring consumer prices (Austria); leveraging smart meter data (Canada); or using telecom data for complementing transportation statistics (Belgium). We are now living undeniably in an era of data. Much of this data is held by private corporations. The key task is thus to find a way of utilizing this data for the greater public good.

Value Proposition — and Challenges

There are several reasons to believe that public policy making and official statistics could indeed benefit from access to privately collected and held data. Among the value propositions:

  • Using private data can increase the scope and breadth and thus insights offered by available evidence for policymakers;
  • Using private data can increase the quality and credibility of existing data sets (for instance, by complementing or validating them);
  • Private data can increase the timeliness and thus relevance of often-outdated information held by statistical agencies (social media streams, for example, can provide real-time insights into public behavior); and
  • Private data can lower costs and increase other efficiencies (for example, through more sophisticated analytical methods) for statistical organizations….(More)”.

“Nudge units” – where they came from and what they can do


Zeina Afif at the Worldbank: “You could say that the first one began in 2009, when the US government recruited Cass Sunstein to head The Office of Information and Regulatory Affairs (OIRA) to streamline regulations. In 2010, the UK established the first Behavioural Insights Unit (BIT) on a trial basis, under the Cabinet Office. Other countries followed suit, including the US, Australia, Canada, Netherlands, and Germany. Shortly after, countries such as India, Indonesia, Peru, Singapore, and many others started exploring the application of behavioral insights to their policies and programs. International institutions such as the World Bank, UN agencies, OECD, and EU have also established behavioral insights units to support their programs. And just this month, the Sustainable Energy Authority of Ireland launched its own Behavioral Economics Unit.

The Future
As eMBeD, the behavioral science unit at the World Bank, continues to support governments across the globe in the implementation of their units, here are some common questions we often get asked.

What are the models for a Behavioral Insights Unit in Government?
As of today, over a dozen countries have integrated behavioral insights with their operations. While there is not one model to prescribe, the setup varies from centralized or decentralized to networked….

In some countries, the units were first established at the ministerial level. One example is MineduLab in Peru, which was set up with eMBeD’s help. The unit works as an innovation lab, testing rigorous and leading research in education and behavioral science to address issues such as teacher absenteeism and motivation, parents’ engagement, and student performance….

What should be the structure of the team?
Most units start with two to four full-time staff. Profiles include policy advisors, social psychologists, experimental economists, and behavioral scientists. Experience in the public sector is essential to navigate the government and build support. It is also important to have staff familiar with designing and running experiments. Other important skills include psychology, social psychology, anthropology, design thinking, and marketing. While these skills are not always readily available in the public sector, it is important to note that all behavioral insights units partnered with academics and experts in the field.

The U.S. team, originally called the Social and Behavioral Sciences Team, is staffed mostly by seconded academic faculty, researchers, and other departmental staff. MineduLab in Peru partnered with leading experts, including the Abdul Latif Jameel Poverty Action Lab (J-PAL), Fortalecimiento de la Gestión de la Educación (FORGE), Innovations for Poverty Action (IPA), and the World Bank….(More)”

Creative campaign helps earthquake victims


Springwise: “There were many offers of help after the shocking earthquake in Mexico on 19th September, but two creative directors from Mexico City agency Anonimo decided to do something a bit different. They created Arriba Mexico (which roughly translates as Up With Mexico), a website that initially looks very similar to a home rental site such as Airbnb, but rather than paying to stay in the home, the money paid actually goes directly to help those affected.

The site lists a number of properties destroyed in the earthquake, along with a description and photographs. Titles like ‘Rent a Loft in the Roma Neighborhood’ and ‘Stay in a Room in the Heart of Chiapas’ lead through to a description of the property and the price per night’s stay – which the site naturally informs is a symbolic stay. The user picks the property and the number of nights they’d like to stay for, and the total figure is their donation. 100 percent of the money raised goes directly to CADENA, a disaster relief charity. Some of the money was spent on shelters to provide temporary accommodation, while the eventual aim is to use the remaining funds to rebuild homes in the most heavily damaged areas of Mexico City, Puebla, Oaxaca and Chiapas. At the time of writing, the total money donated was just over USD 473,500. Over 350 died in the earthquake, which registered 8.1 on the Richter scale. Many organizations, governments and charities from all over the world have donated money and time to help the people of Mexico rebuild their lives.

Many innovators and companies are working hard to help those effected by natural disasters. One company in India has produced a modular home that’s built to withstand earthquakes, and MyShake is an app that helps people prepare for earthquakes….(More)”.

The Unexpected Power of Google-Doc Activism


 at The Cut: “Earlier this month, after major news outlets published detailed allegations of abuse and harassment by Harvey Weinstein, an anonymous woman created a public Google spreadsheet titled Shitty Media Men. It was a space for other anonymous women to name men in media who had exhibited bad behavior ranging from sleazy DMs to rape. There were just a few rules: “Please never name an accuser,” it said at the top. “Please never share this spreadsheet with a man.” The document was live for less than 48 hours, in which time it was shared with dozens of women — and almost certainly a few men.

The goal of the document was not public accountability, according to its creator. It was to privately warn other women, especially those who are not well connected in the industry, about which men in their profession to avoid. This is information women have always shared among themselves, at after-work drinks and in surreptitious chat messages, but the Google Doc sought to collect it in a way that transcended any one woman’s immediate social network. And because the goal was to occupy a kind of middle ground — not public, not quite private either — with little oversight, it made perfect sense that the information appeared as a Google Doc.

Especially in the year since the election, the shared Google Doc has become a familiar way station on the road to collective political action. Shared documents are ideal for collecting resources in one place quickly and easily, without gatekeepers, because they’re free and easy to use. They have been used to crowdsource tweets and hashtags for pushing back against Trump’s first State of the Union address, to spread information on local town-hall events with members of Congress, and to collect vital donation and evacuee info for people affected by the fires in Northern California. A shared Google Doc allows collaborators to work together across time zones and is easy to update as circumstances change.

But perhaps most notably, a Google Doc can be technically public while functionally quite private, allowing members of a like-minded community to reach beyond their immediate friends and collaborators while avoiding the abuse and trolling that comes with publishing on other platforms….(More)”.

Enabling Blockchain Innovation in the U.S. Federal Government


Primer by the American Council for Technology – Industry Advisory Council: “… intended to be a foundational tool in the understanding of blockchain and its use cases within the United States federal government. To that end, it should help allay the concerns that some may have about this new technology by providing an introduction to blockchain and its related technologies, and how blockchain can be safely and securely applied to the right government use cases. Blockchain has the potential to help government to reduce fraud, errors and the cost of paper-intensive processes, while enabling collaboration across multiple divisions and agencies to provide more efficient and effective services to citizens. Moreover, the adoption of blockchain may also allow governmental agencies to provide new value-added services to businesses and others which can generate new sources of revenue for these agencies….(More)”.

The Arsenal of Exclusion and Inclusion


Book by Tobias Armborst, Daniel D’Oca and Georgeen Theodore: “Urban History 101 teaches us that the built environment is not the product of invisible, uncontrollable market forces, but of human-made tools that could have been used differently (or not at all). The Arsenal of Exclusion & Inclusion is an encyclopedia of 202 tools–or what we call “weapons”–used by architects, planners, policy-makers, developers, real estate brokers, activists, and other urban actors in the United States use to restrict or increase access to urban space. The Arsenal of Exclusion & Inclusion inventories these weapons, examines how they have been used, and speculates about how they might be deployed (or retired) to make more open cities in which more people feel welcome in more spaces.

The Arsenal of Exclusion & Inclusion includes minor, seemingly benign weapons like no loitering signs and bouncers, but also big, headline-grabbing things like eminent domaon and city-county consolidation. It includes policies like expulsive zoning and annexation, but also practices like blockbusting, institutions like neighborhood associations, and physical things like bombs and those armrests that park designers put on benches to make sure homeless people don’t get too comfortable. It includes historical things that aren’t talked about too much any more (e.g., ugly laws), things that seem historical but aren’t (e.g., racial steering), and things that are brand new (e.g., aging improvement district).

With contributions from over fifty of the best minds in architecture, urban planning, urban history, and geography, The Arsenal of Exclusion & Inclusion offers a wide-ranging view of the policies, institutions, and social practices that shape our cities. It can be read as a historical account of the making of the modern American city, a toolbox of best practices for creating better, more just spaces, or as an introduction to the process of city-making in The United States….(More)”.

Open Space: The Global Effort for Open Access to Environmental Satellite Data


Book by Mariel Borowitz: “Key to understanding and addressing climate change is continuous and precise monitoring of environmental conditions. Satellites play an important role in collecting climate data, offering comprehensive global coverage that can’t be matched by in situ observation. And yet, as Mariel Borowitz shows in this book, much satellite data is not freely available but restricted; this remains true despite the data-sharing advocacy of international organizations and a global open data movement. Borowitz examines policies governing the sharing of environmental satellite data, offering a model of data-sharing policy development and applying it in case studies from the United States, Europe, and Japan—countries responsible for nearly half of the unclassified government Earth observation satellites.

Borowitz develops a model that centers on the government agency as the primary actor while taking into account the roles of such outside actors as other government officials and non-governmental actors, as well as the economic, security, and normative attributes of the data itself. The case studies include the U.S. National Aeronautics and Space Administration (NASA) and the U.S. National Oceanographic and Atmospheric Association (NOAA), and the United States Geological Survey (USGS); the European Space Agency (ESA) and the European Organization for the Exploitation of Meteorological Satellites (EUMETSAT); and the Japanese Aerospace Exploration Agency (JAXA) and the Japanese Meteorological Agency (JMA). Finally, she considers the policy implications of her findings for the future and provides recommendations on how to increase global sharing of satellite data….(More)”.

Using Facebook data as a real-time census


Phys.org: “Determining how many people live in Seattle, perhaps of a certain age, perhaps from a specific country, is the sort of question that finds its answer in the census, a massive data dump for places across the country.

But just how fresh is that data? After all, the census is updated once a decade, and the U.S. Census Bureau’s smaller but more detailed American Community Survey, annually. There’s also a delay between when data are collected and when they are published. (The release of data for 2016 started gradually in September 2017.)

Enter Facebook, which, with some caveats, can serve as an even more current source of , especially about migrants. That’s the conclusion of a study led by Emilio Zagheni, associate professor of sociology at the University of Washington, published Oct. 11 in Population and Development Review. The study is believed to be the first to demonstrate how present-day migration statistics can be obtained by compiling the same data that advertisers use to target their audience on Facebook, and by combining that source with information from the Census Bureau.

Migration indicates a variety of political and economic trends and is a major driver of population change, Zagheni said. As researchers further explore the increasing number of databases produced for advertisers, Zagheni argues, social scientists could leverage Facebook, LinkedIn and Twitter more often to glean information on geography, mobility, behavior and employment. And while there are some limits to the data – each platform is a self-selected, self-reporting segment of the population – the number of migrants according to Facebook could supplement the official numbers logged by the U.S. Census Bureau, Zagheni said….(Full Paper).

How online citizenship is unsettling rights and identities


James Bridle at Open Democracy: “Historically, and for those lucky enough to be born under the aegis of stable governments and national regimes, there have been two ways in which citizenship is acquired at birth. Jus soli – the right of soil – confers citizenship upon those born within the territory of a state regardless of their parentage. This right is common in the Americas, but less so elsewhere (and, since 2004, is to be found nowhere in Europe). More frequently, Jus sanguinis – the right of blood – determines a person’s citizenship based on the rights held by their parents. One might be denied citizenship in the place of one’s birth, but obtain it elsewhere….

One of the places we see traditional notions of the nation state and its methods of organisation and control – particularly the assignation of citizenship – coming under greatest stress is online, in the apparently borderless expanses of the internet, where information and data flow almost without restriction across the boundaries between states. And as our rights and protections are increasingly assigned not to our corporeal bodies but to our digital selves – the accumulations of information which stand as proxies for us in our relationships to states, banks, and corporations – so new forms of citizenship arise at these transnational digital junctions.

Jus algoritmi is a term coined by John Cheney-Lippold to describe a new form of citizenship which is produced by the surveillance state, whose primary mode of operation, like other state forms before it, is control through identification and categorisation. Jus algoritmi – the right of the algorithm – refers to the increasing use of software to make judgements about an individual’s citizenship status, and thus to decide what rights they have, and what operations upon their person are permitted….(More)”.

When Cartography Meets Disaster Relief


Mimi Kirk at CityLab: “Almost three weeks after Hurricane Maria hit Puerto Rico, the island is in a grim state. Fewer than 15 percent of residents have power, and much of the island has no clean drinking water. Delivery of food and other necessities, especially to remote areas, has been hampered by a variety of ills, including a lack of cellular service, washed-out roads, additional rainfall, and what analysts and Puerto Ricans say is a slow and insufficient response from the U.S. government.

Another issue slowing recovery? Maps—or lack of them. While pre-Maria maps of Puerto Rico were fairly complete, their level of detail was nowhere near that of other parts of the United States. Platforms such as Google Maps are more comprehensive on the mainland than on the island, explains Juan Saldarriaga, a research scholar at the Center for Spatial Research at Columbia University. This is because companies like Google often create maps for financial reasons, selling them to advertisers or as navigation devices, so areas that have less economic activity are given less attention.

This lack of detail impedes recovery efforts: Without basic information on the location of buildings, for instance, rescue workers don’t know how many people were living in an area before the hurricane struck—and thus how much aid is needed.

Crowdsourced mapping can help. Saldarriaga recently organized a “mapathon” at Columbia, in which volunteers examined satellite imagery of Puerto Rico and added missing buildings, roads, bridges, and other landmarks in the open-source platform OpenStreetMap. While some universities and other groups are hosting similar events, anyone with an internet connection and computer can participate.

Saldarriaga and his co-organizers collaborated with Humanitarian OpenStreetMap Team (HOT), a nonprofit that works to create crowdsourced maps for aid and development work. Volunteers like Saldarriaga largely drive HOT’s “crisis mapping” projects, the first of which occurred in 2010 after Haiti’s earthquake…(More)”.