magazine article

The giant plan to track diversity in research journals

Curated on February 28, 2022February 28, 2022 by Stefaan Verhulst

Article by Holly Else & Jeffrey M. Perkel: “In the next year, researchers should expect to face a sensitive set of questions whenever they send their papers to journals, and when they review or edit manuscripts. More than 50 publishers representing over 15,000 journals globally are preparing to ask scientists about their race or ethnicity — as well as their gender — in an initiative that’s part of a growing effort to analyse researcher diversity around the world. Publishers say that this information, gathered and stored securely, will help to analyse who is represented in journals, and to identify whether there are biases in editing or review that sway which findings get published. Pilot testing suggests that many scientists support the idea, although not all.

The effort comes amid a push for a wider acknowledgement of racism and structural racism in science and publishing — and the need to gather more information about it. In any one country, such as the United States, ample data show that minority groups are under-represented in science, particularly at senior levels. But data on how such imbalances are reflected — or intensified — in research journals are scarce. Publishers haven’t systematically looked, in part because journals are international and there has been no measurement framework for race and ethnicity that made sense to researchers of many cultures.

“If you don’t have the data, it is very difficult to understand where you are at, to make changes, set goals and measure progress,” says Holly Falk-Krzesinski, vice-president of research intelligence at the Dutch publisher Elsevier, who is working with the joint group and is based in Chicago, Illinois.

In the absence of data, some scientists have started measuring for themselves. Computational researchers are scouring the literature using software that tries to estimate racial and ethnic diversity across millions of published research articles, and to examine biases in who is represented or cited. Separately, over the past two years, some researchers have criticized publishers for not having diversity data already, and especially for being slow to collate information about small groups of elite decision makers: journal editors and editorial boards. At least one scientist has started publicizing those numbers himself….(More)”.

NIH issues a seismic mandate: share data publicly

Curated on February 26, 2022February 26, 2022 by Stefaan Verhulst

Max Kozlov at Nature: “In January 2023, the US National Institutes of Health (NIH) will begin requiring most of the 300,000 researchers and 2,500 institutions it funds annually to include a data-management plan in their grant applications — and to eventually make their data publicly available.

Researchers who spoke to Nature largely applaud the open-science principles underlying the policy — and the global example it sets. But some have concerns about the logistical challenges that researchers and their institutions will face in complying with it. Namely, they worry that the policy might exacerbate existing inequities in the science-funding landscape and could be a burden for early-career scientists, who do the lion’s share of data collection and are already stretched thin.

Because the vast majority of laboratories and institutions don’t have data managers who organize and curate data, the policy — although well-intentioned — will probably put a heavy burden on trainees and early-career principal investigators, says Lynda Coughlan, a vaccinologist at the University of Maryland School of Medicine in Baltimore, who has been leading a research team for fewer than two years and is worried about what the policy will mean for her.

Jorgenson says that, although the policy might require researchers to spend extra time organizing their data, it’s an essential part of conducting research, and the potential long-term boost in public trust for science will justify the extra effort…(More)”.

Russian disinformation frenzy seeds groundwork for Ukraine invasion

Curated on February 23, 2022February 23, 2022 by Stefaan Verhulst

Zachary Basu and Sara Fischer at Axios: “Russia is testing its agility at weaponizing state media to win backing at home, in occupied territories in eastern Ukraine and with sympathizers abroad for a war of aggression.

The big picture: State media has pivoted from accusing the West of hysterical warnings about a non-existent invasion to pumping out minute-by-minute coverage of the tensions.

Zoom in: NewsGuard, a misinformation tech firm, identified three of the most common false narratives being propagated by Russian state media like RT, Sputnik News, and TASS:

The West staged a coup in 2014 to overthrow the Ukrainian government
Ukrainian politics is dominated by Nazi ideology
Ethnic Russians in Ukraine’s Donbas region have been subjected to genocide

Between the lines: Social media platforms have been on high alert for Russian disinformation that would violate their policies but have less control over private messaging, where some propaganda efforts have moved to avoid detection.

A Twitter spokesperson notes: “As we do around major global events, our safety and integrity teams are monitoring for potential risks associated with conflicts to protect the health of the platform.”
YouTube’s threat analysis group and trust and safety teams have also been closely monitoring the situation in Ukraine. The platform’s policies ban misleading titles, thumbnails or descriptions that trick users into believing the content is something it is not….(More)”.

Commit to transparent COVID data until the WHO declares the pandemic is over

Curated on February 23, 2022 by Stefaan Verhulst

Edouard Mathieu at Nature: “…There are huge inequalities in data reporting around the world. Most of my time over the past two years has been spent digging through official websites and social-media accounts of hundreds of governments and health authorities. Some governments still report official statistics in low-resolution images on Facebook or infrequent press conferences on YouTube — often because they lack resources to do better. Some countries, including China and Iran, have provided no files at all.

Sometimes, it’s a lack of awareness: government officials might think that a topline figure somewhere in a press release is sufficient. Sometimes, the problem is reluctance: publishing the first file would mean a flood of requests for more data that authorities can’t or won’t publish.

Some governments rushed to launch pandemic dashboards, often built as one-off jobs by hired contractors. Civil servants couldn’t upgrade them as the pandemic shifted and new metrics and charts became more relevant. I started building our global data set on COVID-19 vaccinations in 2021, but many governments didn’t supply data for weeks — sometimes months — after roll-outs because their dashboards couldn’t accommodate the data. Worse, they rarely supplied underlying data essential for others to download and produce their own analyses. (My team asked repeatedly.)

Over and over, I’ve seen governments emphasize making dashboards look good when the priority should be making data available. A simple text file would do. After all, research groups like mine and citizens with expertise in data-visualization tools are more than willing to create a useful website or mobile app. But to do so, we need the raw material in a machine-readable format….(More)”.

Ukraine prepares to remove data from Russia’s reach

Curated on February 22, 2022February 24, 2022 by Stefaan Verhulst

Article by Eric Geller: “Ukraine’s government is preparing to wipe its computer servers and transfer its sensitive data out of Kyiv if Russian troops move to seize the capital, a senior Ukrainian cyber officialsaid Tuesday.

The worst-case contingency planning addresses an unintended consequence of a security measure the government took in 2014, when it began centralizing its computer systems after Russia and pro-Moscow separatists seized control of Crimea and the Donbas region.

That measure made it harder for Russian hackers to penetrate computers that store critical data and provide services such as pension benefits, or to use formerly government-run networks in the occupied territories to launch cyberattacks on Kyiv. But it’s also created a tempting target in the capital for Russia’s military, which has begun moving into separatist-controlled territories of eastern Ukraine.

Seizing Ukraine’s computer networks intact would give Moscow not only troves of classified documents but also detailed information about the population under its control. So Ukrainian President Volodymyr Zelenskyy’s administration says it isn’t taking any chances.

“We have plans and we have scenarios,” Victor Zhora, the deputy chief of Ukraine’s State Service of Special Communications and Information Protection, said in an interview from Kyiv. “We can move to new locations, we can save data and we can delete data and prevent capturing all this data,” even if Russian forces take control of the government’s offices….(More)”

We need to build a deliberative democracy

Curated on February 21, 2022February 23, 2022 by Stefaan Verhulst

Article by Neera Chandhoke: “There was a time when elections in India were described as ‘the carnival of democracy’. Today, they are a theatre of war. And war has no rules. In the Mahabharata, law-giver Krishna advises deceit: recollect the killing of Karna, the tragic hero who epitomised courage, valour, honour, generosity and loyalty. Analogously, in the current elections to five Assemblies, every rule protecting human dignity has been violated. Wild allegations are thrown around, history is distorted, people are divided, the hijab becomes a core issue, poverty and unemployment are non-issues and politicians strike Faustian bargains. Political languages are turned upside down, and we no longer know who stands for what, or whether they stand for anything at all.

The unnecessary hype over elections is odd. In parliamentary democracies, elections come and go, politicians appear and disappear, and life goes on. In India, elections are a matter of life and death. Television channels carry no other news. Ministers of the Central government focus their attention on state and even panchayat elections, and pay scant attention to what they should be doing: governing the country, providing jobs, ensuring wellbeing, moderating political excesses.

Considering that every year some or the other state goes into the election mode, we are fated to live amidst this hysteria and this name-calling, this empty symbolism and even emptier rhetoric…(More)”.

End the State Monopoly on Facts

Curated on February 21, 2022February 21, 2022 by Stefaan Verhulst

Essay by Adam J. White: “…This Covid-era dynamic has accelerated broader trends toward the consolidation of informational power among a few centralized authorities. And it has further deformed the loose set of institutions and norms that Jonathan Rauch, in a 2018 National Affairs article, identified as Western civilization’s “constitution of knowledge.” This is an arrangement in science, journalism, and the courts in which “any hypothesis can be floated” but “can join reality only insofar as it persuades people after withstanding vigorous questioning and criticism.” The more that Americans delegate the hard work of developing and distributing information to a small number of regulatory institutions, the less capable we all will be of correcting the system’s mistakes — and the more likely the system will be to make mistakes in the first place.

In a 1999 law review article, Timur Kuran and Cass Sunstein warned of availability cascades, a process in which activists promote factual assertions and narratives that in a self-reinforcing dynamic become more plausible the more widely available they are, and can eventually overwhelm the public’s perception. The Covid-19 era has been marked by the opposite problem: unavailability cascades, in which media institutions and social media platforms swiftly erase disfavored narratives and dissenting contentions from the marketplace of ideas, making them seem implausible by their near unavailability. Such cascades occur because legacy media and social media platforms have come to rely overwhelmingly, even exclusively, on federal regulatory agencies’ factual assertions and the pronouncements of a small handful of other favored institutions, such as the World Health Organization, as the gold standard of facts. But availability and unavailability cascades, even when intended in good faith to prevent the spread of disinformation among the public, risk misinforming the very people they purport to inform. A more diverse and vibrant ecosystem of informational institutions would disincentivize the platforms’ and media’s reflexive, cascading reactions to dissenting views.

This second problem — the concentration of informational power — exacerbates the first one: how to counterbalance the executive branch’s power after an emergency. In order for Congress, the courts, and other governing institutions to reassert their own constitutional roles after the initial weeks and months of crisis, they (and the public) need credible sources of information outside the administration itself. An informational ecosystem not overweighted so heavily toward administrative agencies, one that benefits more from the independent contributions of experts in universities, think tanks, journalism, and other public and private institutions, would improve the quality of information that it produces. It would also be less susceptible to the reflexively partisan skepticism that has become endemic in the polarization of modern president-centric government…(More)”.

This Is the Difference Between a Family Surviving and a Family Sinking

Curated on February 20, 2022February 20, 2022 by Stefaan Verhulst

Article by Bryce Covert: “…The excitement around policymaking is almost always in the moments after ink dries on a bill creating something new. But if a benefit fails to reach the people it’s designed for, it may as well not exist at all. Making government benefits more accessible and efficient doesn’t usually get the spotlight. But it’s often the difference between a family getting what it needs to survive and falling into hardship and destitution. It’s the glue of our democracy.

President Biden appears to have taken note of this. Late last year, he issued an executive order meant to improve the “customer experience and service delivery” of the entire federal government. He put forward some ideas, including moving Social Security benefit claims and passport renewals online, reducing paperwork for student loan forgiveness and certifying low-income people for all the assistance they qualify for at once, rather than making them seek out benefits program by program. More important, he shifted the focus of government toward whether or not the customers — that’s us — are having a good experience getting what we deserve.

It’s a direction all lawmakers, from the federal level down to counties and cities, should follow.

One of the biggest barriers to government benefits is all of the red tape to untangle, particularly for programs that serve low-income people. They were the ones wrangling with the I.R.S.’s nonfiler portal while others got their payments automatically. Benefits delivered through the tax code, which flow so easily that many people don’t think of them as government benefits at all, mostly help the already well-off. Programs for the poor, on the other hand, tend to be bloated with barriers like income tests, work requirements and in-person interviews. It’s not just about applying once, either; many require people to continually recertify, going through the process over and over again.

The hassle doesn’t just cost time and effort. It comes with a psychological cost. “You get mad at the D.M.V. because it takes hours to do something that should only take minutes,” Pamela Herd, a sociologist at Georgetown, said. “These kind of stresses can be really large when you’re talking about people who are on a knife’s edge in terms of their ability to pay their rent or feed their children.”…(More)”.

Effective and Trustworthy Implementation of AI Soft Law Governance

Curated on February 19, 2022February 23, 2022 by Stefaan Verhulst

Introduction by Carlos Ignacio Gutierrez, Gary E. Marchant and Katina Michael: “This double special issue (together with the IEEE Technology and Society Magazine, Dec 2021) is dedicated to examining the governance of artificial intelligence (AI) through soft law. This kind of law is considered “soft” as opposed to “hard” because it comes in the form of governance programs whose goal is to create substantive expectations that are not directly enforceable by government [1], [2]. Soft law materializes out of necessity to enable a technological innovation to thrive and not be hampered by disparate heterogeneous practices that may negatively impact its trajectory, causing a premature “valley of death” exit scenario [3]. Soft laws are meant to be “just in time” to grant industry fundamental guidance when dealing with complex socio-technical assemblages that may have significant socio-legal implications upon diffusion into the market. Anticipatory governance is closely connected with soft law, in that intended and unintended consequences of a new technology may well be anticipated and proactively addressed [4].

Soft law’s role in governance is to influence the implementation of new technologies whose inception into society have outpaced hard law. Its usage is not meant to diminish the need for regulations, but rather be considered an interim solution when the roll-out of a new technology is happening rapidly, resisting the urge to create reactive and premature laws that may well take too long to enter legislation in a given state. Mutual agreement and conformance toward common goals and technical protocols through soft law among industry representatives, associated government agencies, auxiliary service providers, and other stakeholders, can lead to positive gains. Including the potential for societal acceptance of a new technology, especially where there are adequate provisions to safeguard the customer and the general public…(More)”.