The Education Data Collaborative: A new kind of partnership.


About: “Whether we work within schools or as part of the broader ecosystem of parent-teacher associations, and philanthropic, nonprofit, and volunteer organizations, we need data to guide decisions about investing our time and resources.

This data is typically expensive to gather, often unvalidated (e.g. self-reported), and commonly available only to those who collect or report it. It can even be hard to ask for data when it’s not clear what’s available. At the same time, information – in the form of discrete research, report-card style PDFs, or static websites – is everywhere. The result is that many already resource-thin organizations that could be collaborating around strategies to help kids advance, spend a lot of time in isolation collecting and searching for data.

In the past decade, we’ve seen solid progress in addressing part of the problem: the emergence of connected longitudinal data systems (LDS). These warehouses and  linked databases contain data that can help us understand how students progress over time. No personally identifiable information (or PII) is shared, yet the data can reveal where interventions are most needed. Because these systems are typically designed for researchers and policy professionals, they are rarely accessible to the educators, parents, and partners – arts, sports, academic enrichment (e.g. STEM), mentoring, and family support programs – that play such important roles in helping young people learn and succeed…

“We need open tools for the ecosystem – parents, volunteers, non-profit organizations and the foundations and agencies that support them. These partners can realize significant benefit from the same kind of data policy makers and education leaders hold in their LDS.


That’s why we’re launching the Education Data Collaborative. Working together, we can build tools that help us use data to improve the design, efficacy, and impact of programs and interventions and find new  way to work with public education systems to achieve great things for kids. …Data collaboratives, data trusts, and other kinds of multi-sector data partnerships are among the most important civic innovations to emerge in the past decade….(More)”

Philanthropy’s Role


Jennifer Harris in Democracy. A Journal of Ideas: “…Today’s new ideas are just beginnings. Hence the need for philanthropic investment. One challenge is to get academics to work differently. In Hayek and Friedman’s day, creating beachheads at places like the University of Chicago and George Mason was necessary in part because the academy was fairly hostile to their ideas. Today’s situation is more one of distraction and benign neglect than outright hostility; the question is whether the most promising academics can reject pressures of over-specialization in favor of asking bigger questions, and can come to see themselves as part of a common project spanning relevant disciplines. Against this task, the role for philanthropy is less straightforward than financing a critical mass of endowed chairs at a couple of well-chosen universities.

Developing new ideas is only one front in this movement. If developing ideas is difficult, moving them in the world is more so, partly because it means contending with the power structures underpinning neoliberalism. Historians like Angus Burgin and Quinn Slobodian explain how neoliberalism’s rise was ultimately a marriage between libertarian intellectuals, big business, and white evangelicals. The amalgam that resulted was generous enough for each faction to take what suited their purposes and largely ignore the rest.

Upsetting this coalition will involve creating immediate stakes for what can often feel like abstract ideas. This is where social movement and grassroots organizing groups come in. Yet these groups are the first to admit, returning to Michael Shuman, that “Too little is being invested today in answering a fundamental question: What exactly are we organizing for? Many of our pat ‘answers’ are obsolete…. One unanswered question looming large, for example, is how to provide decent work to everyone without destroying our ecological base. Can anyone say, with confidence, what our economic program is?”

It’s not difficult to make out what these groups are against—consider the array of campaigns targeting the predatory behaviors of Wall Street or specific corporations. To the extent that campaigns do have affirmative aims, they tend to be for better minimums—the Fight for $15, for example, or paid sick days. To be sure, this is critical work and should continue. But these fights do not add up to, nor derive from, any coherent answer to neoliberalism.

Such is partly the nature of campaigning; outrage mobilizes. But at least part of the blame also falls on philanthropy—the foundations that tend to invest most heavily in economic and social justice work tend to support specific campaigns. There is too little focus on building power, and too little focus on ideas.

Arguably the lack of focus on ideas also partly stems from the fact that it has traditionally not been seen as the competency of these groups to be the idea generators. But that seems increasingly less true: The current push for reparations probably would not be mainstream if not for the Movement for Black Lives, just as teachers strikes in Oklahoma, West Virginia, and elsewhere are breathing new life into the labor movement.

There is much to learn from the wisdom of angry crowds in America today, it seems. And philanthropy is well situated to help bring about a new set of relationships linking organizers and activists and academics. Through thoughtful funding of post-graduate career paths, it might even be possible to generate a new mold of organizer, who is some blend of the two. Take Ady Barkan, called the “most powerful activist in America.” Barkan studied social movements in college and law school, and went on to found Fed Up, a campaign premised on three insights: one, the Federal Reserve wields far more power over the economic well-being of the country than does any other single institution, including Congress; two, partly for that reason, monetary policy should be a topic of political discourse; three, the rules of the economy have sufficiently changed that it is possible to allow for much more expansionary monetary policy than most economists have advocated, without nearly the same risk of inflation. Affirmative, structural campaigns of this sort—ones that target key institutions of power and rewrite the rules over how the economy is managed—are possible.

But they are not easy. It is safe to assume they would be easier with less uniform opposition from the business community. There are rumblings of a new willingness to depart from the highly partisan, staunchly conservative activism business has adopted over the past four decades. The ultimate test of whether these rumblings amount to anything will likely center on business itself—specifically, on whether business is willing to dispense with one of neoliberalism’s most insidious ideas: shareholder primacy. There is an emerging policy agenda importantly grounded in the notion that “Corporations are creatures of public permission,” as economist Lenore Palladino has put it. And “The privileges granted to large corporations are just that—privileges—not rights, and they are granted by the government so that corporations can accomplish public purposes that otherwise would be hard to meet.”

Not least, any worthy successor to neoliberalism must involve a moral dimension. The most important periods of social and political struggle have always fought not just over who should have power, but over which ideas about morality should dominate. In the late twentieth century, as market logic pervaded more and more spheres of human life and became fused to moral arguments about freedom, markets assumed a moral force of their own. As this happened, other ideas about morality not tethered to markets receded. A course-correction may be brewing, though. “We ripped the market out of its moral and social context and let it operate purely by its own rules,” one prominent observer wrote recently. “We made the market its own priest and confessor.” Another put it this way: “The first thing we must recognize, is that economic justice is a moral issue. And economics can’t be separated from moral questions. It was never intended that way.”

The first quote belongs to conservative New York Times columnist David Brooks, and the second to Rev. William Barber II, leader of the Poor People’s Campaign—lending weight to the notion that some of the best arguments against market fundamentalism today are moral ones, and they are found on both the right and the left.

All of this adds up to a pretty different picture of philanthropy. We need foundations willing to try something different than issue-specific programs. We need to invest in institutions and individuals—academics, think tanks, movement actors, business leaders, moral and religious figures—willing to prioritize ideas over policy, and willing to see themselves as part of a common project….(More)”

Capacities for urban transformations governance and the case of New York City


Paper by Katharina Hölscher et al: “The narrative of urban sustainability transformations epitomises the hope that urban governance can create the conditions to plan and govern cities in a way that they contribute to local and global sustainability and resilience. So far, urban governance is not delivering: novel governance approaches are emerging in cities worldwide, yet are unable to transform conventional policymaking and planning to allow for innovative, co-beneficial and long-term solutions and actions to emerge and institutionalise. We present a capacities framework for urban transformations governance, starting from the need to fulfil distinct output functions (‘what needs to happen’) for mobilising and influencing urban transformation dynamics. The framework helps to diagnose and inform urban governance for responding to disturbances (stewarding capacity), phasing-out drivers of path-dependency (unlocking capacity), creating and embedding novelties (transformative capacity) and coordinating multi-actor processes (orchestrating capacity). Our case study of climate governance in New York City exemplifies the framework’s applicability and explanatory power to identify conditions and activities facilitating transformation (governance), and to reveal gaps and barriers of these vis-à-vis the existing governance regime. Our framework thereby functions as a tool to explore what new forms of urban transformation governance are emerging, how effective these are, and how to strengthen capacities….(More)”.

The clinician crowdsourcing challenge: using participatory design to seed implementation strategies


Paper by Rebecca E. Stewart et al: “In healthcare settings, system and organization leaders often control the selection and design of implementation strategies even though frontline workers may have the most intimate understanding of the care delivery process, and factors that optimize and constrain evidence-based practice implementation within the local system. Innovation tournaments, a structured participatory design strategy to crowdsource ideas, are a promising approach to participatory design that may increase the effectiveness of implementation strategies by involving end users (i.e., clinicians). We utilized a system-wide innovation tournament to garner ideas from clinicians about how to enhance the use of evidence-based practices (EBPs) within a large public behavioral health system…(More)”

The war to free science


Brian Resnick and Julia Belluz at Vox: “The 27,500 scientists who work for the University of California generate 10 percent of all the academic research papers published in the United States.

Their university recently put them in a strange position: Sometime this year, these scientists will not be able to directly access much of the world’s published research they’re not involved in.

That’s because in February, the UC system — one of the country’s largest academic institutions, encompassing Berkeley, Los Angeles, Davis, and several other campuses — dropped its nearly $11 million annual subscription to Elsevier, the world’s largest publisher of academic journals.

On the face of it, this seemed like an odd move. Why cut off students and researchers from academic research?

In fact, it was a principled stance that may herald a revolution in the way science is shared around the world.

The University of California decided it doesn’t want scientific knowledge locked behind paywalls, and thinks the cost of academic publishing has gotten out of control.

Elsevier owns around 3,000 academic journals, and its articles account for some 18 percentof all the world’s research output. “They’re a monopolist, and they act like a monopolist,” says Jeffrey MacKie-Mason, head of the campus libraries at UC Berkeley and co-chair of the team that negotiated with the publisher.Elsevier makes huge profits on its journals, generating billions of dollars a year for its parent company RELX .

This is a story about more than subscription fees. It’s about how a private industry has come to dominate the institutions of science, and how librarians, academics, and even pirates are trying to regain control.

The University of California is not the only institution fighting back. “There are thousands of Davids in this story,” says University of California Davis librarian MacKenzie Smith, who, like so many other librarians around the world, has been pushing for more open access to science. “But only a few big Goliaths.”…(More)”.

Bringing Truth to the Internet


Article by Karen Kornbluh and Ellen P. Goodman: “The first volume of Special Counsel Robert Mueller’s report notes that “sweeping” and “systemic” social media disinformation was a key element of Russian interference in the 2016 election. No sooner were Mueller’s findings public than Twitter suspended a host of bots who had been promoting a “Russiagate hoax.”

Since at least 2016, conspiracy theories like Pizzagate and QAnon have flourished online and bled into mainstream debate. Earlier this year, a British member of Parliament called social media companies “accessories to radicalization” for their role in hosting and amplifying radical hate groups after the New Zealand mosque shooter cited and attempted to fuel more of these groups. In Myanmar, anti-Rohingya forces used Facebook to spread rumors that spurred ethnic cleansing, according to a UN special rapporteur. These platforms are vulnerable to those who aim to prey on intolerance, peer pressure, and social disaffection. Our democracies are being compromised. They work only if the information ecosystem has integrity—if it privileges truth and channels difference into nonviolent discourse. But the ecosystem is increasingly polluted.

Around the world, a growing sense of urgency about the need to address online radicalization is leading countries to embrace ever more draconian solutions: After the Easter bombings in Sri Lanka, the government shut down access to Facebook, WhatsApp, and other social media platforms. And a number of countries are considering adopting laws requiring social media companies to remove unlawful hate speech or face hefty penalties. According to Freedom House, “In the past year, at least 17 countries approved or proposed laws that would restrict online media in the name of fighting ‘fake news’ and online manipulation.”

The flaw with these censorious remedies is this: They focus on the content that the user sees—hate speech, violent videos, conspiracy theories—and not on the structural characteristics of social media design that create vulnerabilities. Content moderation requirements that cannot scale are not only doomed to be ineffective exercises in whack-a-mole, but they also create free expression concerns, by turning either governments or platforms into arbiters of acceptable speech. In some countries, such as Saudi Arabia, content moderation has become justification for shutting down dissident speech.

When countries pressure platforms to root out vaguely defined harmful content and disregard the design vulnerabilities that promote that content’s amplification, they are treating a symptom and ignoring the disease. The question isn’t “How do we moderate?” Instead, it is “How do we promote design change that optimizes for citizen control, transparency, and privacy online?”—exactly the values that the early Internet promised to embody….(More)”.

Return on Data


Paper by Noam Kolt: “Consumers routinely supply personal data to technology companies in exchange for services. Yet, the relationship between the utility (U) consumers gain and the data (D) they supply — “return on data” (ROD) — remains largely unexplored. Expressed as a ratio, ROD = U / D. While lawmakers strongly advocate protecting consumer privacy, they tend to overlook ROD. Are the benefits of the services enjoyed by consumers, such as social networking and predictive search, commensurate with the value of the data extracted from them? How can consumers compare competing data-for-services deals?

Currently, the legal frameworks regulating these transactions, including privacy law, aim primarily to protect personal data. They treat data protection as a standalone issue, distinct from the benefits which consumers receive. This article suggests that privacy concerns should not be viewed in isolation, but as part of ROD. Just as companies can quantify return on investment (ROI) to optimize investment decisions, consumers should be able to assess ROD in order to better spend and invest personal data. Making data-for-services transactions more transparent will enable consumers to evaluate the merits of these deals, negotiate their terms and make more informed decisions. Pivoting from the privacy paradigm to ROD will both incentivize data-driven service providers to offer consumers higher ROD, as well as create opportunities for new market entrants….(More)”.

Federal Data Strategy: Use Cases


US Federal Data Strategy: “For the purposes of the Federal Data Strategy, a “Use Case” is a data practice or method that leverages data to support an articulable federal agency mission or public interest outcome. The Federal Data Strategy sought use cases from the public that solve problems or demonstrate solutions that can help inform the four strategy areas: Enterprise Data Governance; Use, Access, and Augmentation; Decision-making and Accountability; and Commercialization, Innovation, and Public Use. The Federal Data Strategy team was in part informed by these submissions, which are posted below…..(More)”.

We Read 150 Privacy Policies. They Were an Incomprehensible Disaster.


Kevin Litman-Navarro at the New York Times: “….I analyzed the length and readability of privacy policies from nearly 150 popular websites and apps. Facebook’s privacy policy, for example, takes around 18 minutes to read in its entirety – slightly above average for the policies I tested….

Despite efforts like the General Data Protection Regulation to make policies more accessible, there seems to be an intractable tradeoff between a policy’s readability and length. Even policies that are shorter and easier to read can be impenetrable, given the amount of background knowledge required to understand how things like cookies and IP addresses play a role in data collection….

So what might a useful privacy policy look like?

Consumers don’t need a technical understanding of data collection processes in order to protect their personal information. Instead of explaining the excruciatingly complicated inner workings of the data marketplace, privacy policies should help people decide how they want to present themselves online. We tend to go on the internet privately – on our phones or at home – which gives the impression that our activities are also private. But, often, we’re more visible than ever.

A good privacy policy would help users understand how exposed they are: Something as simple as a list of companies that might purchase and use your personal information could go a long way towards setting a new bar for privacy-conscious behavior. For example, if you know that your weather app is constantly tracking your whereabouts and selling your location data as marketing research, you might want to turn off your location services entirely, or find a new app.

Until we reshape privacy policies to meet our needs — or we find a suitable replacement — it’s probably best to act with one rule in mind. To be clear and concise: Someone’s always watching….(More)”.

Number of fact-checking outlets surges to 188 in more than 60 countries


Mark Stencel at Poynter: “The number of fact-checking outlets around the world has grown to 188 in more than 60 countries amid global concerns about the spread of misinformation, according to the latest tally by the Duke Reporters’ Lab.

Since the last annual fact-checking census in February 2018, we’ve added 39 more outlets that actively assess claims from politicians and social media, a 26% increase. The new total is also more than four times the 44 fact-checkers we counted when we launched our global database and map in 2014.

Globally, the largest growth came in Asia, which went from 22 to 35 outlets in the past year. Nine of the 27 fact-checking outlets that launched since the start of 2018 were in Asia, including six in India. Latin American fact-checking also saw a growth spurt in that same period, with two new outlets in Costa Rica, and others in Mexico, Panama and Venezuela.

The actual worldwide total is likely much higher than our current tally. That’s because more than a half-dozen of the fact-checkers we’ve added to the database since the start of 2018 began as election-related partnerships that involved the collaboration of multiple organizations. And some those election partners are discussing ways to continue or reactivate that work— either together or on their own.

Over the past 12 months, five separate multimedia partnerships enlisted more than 60 different fact-checking organizations and other news companies to help debunk claims and verify information for voters in MexicoBrazilSweden,Nigeria and the Philippines. And the Poynter Institute’s International Fact-Checking Network assembled a separate team of 19 media outlets from 13 countries to consolidate and share their reporting during the run-up to last month’s elections for the European Parliament. Our database includes each of these partnerships, along with several others— but not each of the individual partners. And because they were intentionally short-run projects, three of these big partnerships appear among the 74 inactive projects we also document in our database.

Politics isn’t the only driver for fact-checkers. Many outlets in our database are concentrating efforts on viral hoaxes and other forms of online misinformation — often in coordination with the big digital platforms on which that misinformation spreads.

We also continue to see new topic-specific fact-checkers such as Metafact in Australia and Health Feedback in France— both of which launched in 2018 to focus on claims about health and medicine for a worldwide audience….(More)”.