national

Artificial Intelligence and the Need for Data Fairness in the Global South

Curated on March 21, 2018August 3, 2018 by Stefaan Verhulst

Medium blog by Yasodara Cordova: “…The data collected by industry represents AI opportunities for governments, to improve their services through innovation. Data-based intelligence promises to increase the efficiency of resource management by improving transparency, logistics, social welfare distribution — and virtually every government service. E-government enthusiasm took of with the realization of the possible applications, such as using AI to fight corruption by automating the fraud-tracking capabilities of cost-control tools. Controversially, the AI enthusiasm has spread to the distribution of social benefits, optimization of tax oversight and control, credit scoring systems, crime prediction systems, and other applications based in personal and sensitive data collection, especially in countries that do not have comprehensive privacy protections.

There are so many potential applications, society may operate very differently in ten years when the “datafixation” has advanced beyond citizen data and into other applications such as energy and natural resource management. However, many countries in the Global South are not being given necessary access to their countries’ own data.

Useful data are everywhere, but only some can take advantage. Beyond smartphones, data can be collected from IoT components in common spaces. Not restricted to urban spaces, data collection includes rural technology like sensors installed in tractors. However, even when the information is related to issues of public importance in developing countries —like data taken from road mesh or vital resources like water and land — it stays hidden under contract rules and public citizens cannot access, and therefore take benefit, from it. This arrangement keeps the public uninformed about their country’s operations. The data collection and distribution frameworks are not built towards healthy partnerships between industry and government preventing countries from realizing the potential outlined in the previous paragraph.

The data necessary to the development of better cities, public policies, and common interest cannot be leveraged if kept in closed silos, yet access often costs more than is justifiable. Data are a primordial resource to all stages of new technology, especially tech adoption and integration, so the necessary long term investment in innovation needs a common ground to start with. The mismatch between the pace of the data collection among big established companies and small, new, and local businesses will likely increase with time, assuming no regulation is introduced for equal access to collected data….

Currently, data independence remains restricted to discussions on the technological infrastructure that supports data extraction. Privacy discussions focus on personal data rather than the digital accumulation of strategic data in closed silos — a necessary discussion not yet addressed. The national interest of data is not being addressed in a framework of economic and social fairness. Access to data, from a policy-making standpoint, needs to find a balance between the extremes of public, open access and limited, commercial use.

A final, but important note: the vast majority of social media act like silos. APIs play an important role in corporate business models, where industry controls the data it collects without reward, let alone user transparency. Negotiation of the specification of APIs to make data a common resource should be considered, for such an effort may align with the citizens’ interest….(More)”.

The Refugee Identity

Curated on March 15, 2018October 23, 2018 by Stefaan Verhulst

Medium essay byPaul Currion: “From Article 6 of the UN Declaration of Human Rights (“Everyone has the right to recognition everywhere as a person before the law” ) to Sustainable Development Goal 16.9 (“By 2030, provide legal identity for all, including birth registration”) to the formation of the ID2020 Alliance (whose fourth goal is to “Enable more efficient and effective delivery of development and humanitarian aid), identity has been central to the modern project of development.

Discussion of identity within the aid sector is embedded in a much larger set of political, social, economic, legal and technical discussions at a national and global level. This review will not address that larger set of discussions, but will instead focus specifically on humanitarian aid, and more specifically refugees, and more specifically still on refugee camps as a location in which identity provision is both critical and contested. It is the first output of a DFID-funded research project examining data requirements for service delivery (by UN agencies and NGOs) within refugee camps.

Given how central the issue of identity is for refugees, there is surprisingly little literature about how identity provision is implemented in the context of refugee camps.1 This essay introduces some of the critical issues relating to identity (particularly in the context of the digitisation of aid) and explores how they relate to the research project. It is accompanied by a bibliography for those who are interested in exploring the issue further.,,,(More)”.

Making Better Use of Health Care Data

Curated on March 13, 2018August 3, 2018 by Stefaan Verhulst

Benson S. Hsu, MD and Emily Griese in Harvard Business Review: “At Sanford Health, a $4.5 billion rural integrated health care system, we deliver care to over 2.5 million people in 300 communities across 250,000 square miles. In the process, we collect and store vast quantities of patient data – everything from admission, diagnostic, treatment and discharge data to online interactions between patients and providers, as well as data on providers themselves. All this data clearly represents a rich resource with the potential to improve care, but until recently was underutilized. The question was, how best to leverage it.

While we have a mature data infrastructure including a centralized data and analytics team, a standalone virtual data warehouse linking all data silos, and strict enterprise-wide data governance, we reasoned that the best way forward would be to collaborate with other institutions that had additional and complementary data capabilities and expertise.

We reached out to potential academic partners who were leading the way in data science, from university departments of math, science, and computer informatics to business and medical schools and invited them to collaborate with us on projects that could improve health care quality and lower costs. In exchange, Sanford created contracts that gave these partners access to data whose use had previously been constrained by concerns about data privacy and competitive-use agreements. With this access, academic partners are advancing their own research while providing real-world insights into care delivery.

The resulting Sanford Data Collaborative, now in its second year, has attracted regional and national partners and is already beginning to deliver data-driven innovations that are improving care delivery, patient engagement, and care access. Here we describe three that hold particular promise.

Developing Prescriptive Algorithms…
Augmenting Patient Engagement…
Improving Access to Care…(More)”.

NASA’s Asteroid Grand Challenge: Strategy, results, and lessons learned

Curated on March 11, 2018August 3, 2018 by Stefaan Verhulst

Jennifer L. Gustetic et al in Space Policy: “Beginning in 2012, NASA utilized a strategic process to identify broad societal questions, or grand challenges, that are well suited to the aerospace sector and align with national priorities. This effort generated NASA’s first grand challenge, the Asteroid Grand Challenge (AGC), a large-scale effort using multi-disciplinary collaborations and innovative engagement mechanisms focused on finding and addressing asteroid threats to human populations. In April 2010, President Barack Obama announced a mission to send humans to an asteroid by 2025. This resulted in the agency’s Asteroid Redirect Mission (ARM) to leverage and maximize existing robotic and human efforts to capture and reroute an asteroid, with the goal of eventual human exploration. The AGC, initiated in 2013, complemented ARM by expanding public participation, partnerships, and other approaches to find, understand, and overcome these potentially harmful asteroids.

This paper describes a selection of AGC activities implemented from 2013 to 2017 and their results, excluding those conducted by NASA’s Near-Earth Object Observations Program and other organizations. The strategic development of the initiative is outlined as well as initial successes, strengths, and weaknesses resulting from the first four years of AGC activities and approaches. Finally, we describe lesson learned and areas for continued work and study. The AGC lessons learned and strategies could inform the work of other agencies and organizations seeking to conduct a global scientific investigation with matrixed organizational support, multiple strategic partners, and numerous internal and external open innovation approaches and audiences….(More)”.

Data Science Landscape

Curated on March 8, 2018August 3, 2018 by Stefaan Verhulst

Book edited by Usha Mujoo Munshi and Neeta Verma: “The edited volume deals with different contours of data science with special reference to data management for the research innovation landscape. The data is becoming pervasive in all spheres of human, economic and development activity. In this context, it is important to take stock of what is being done in the data management area and begin to prioritize, consider and formulate adoption of a formal data management system including citation protocols for use by research communities in different disciplines and also address various technical research issues. The volume, thus, focuses on some of these issues drawing typical examples from various domains….

In all, there are 21 chapters (with 21st Chapter addressing four different core aspects) written by eminent researchers in the field which deal with key issues of S&T, institutional, financial, sustainability, legal, IPR, data protocols, community norms and others, that need attention related to data management practices and protocols, coordinate area activities, and promote common practices and standards of the research community globally. In addition to the aspects touched above, the national / international perspectives of data and its various contours have also been portrayed through case studies in this volume. …(More)”.

The nation that thrived by ‘nudging’ its population

Curated on February 27, 2018May 29, 2019 by Stefaan Verhulst

Sarah Keating at the BBC: “Singapore has grown from almost nothing in 50 years. And this well-regarded society has been built up, partly, thanks to the power of suggestion….But while Singapore still loves a public campaign, it has moved toward a more nuanced approach of influencing the behaviours of its inhabitants.

Nudging the population isn’t uniquely Singaporean; more than 150 governments across the globe have tried nudging as a better choice. A medical centre in Qatar, for example, managed to increase the uptake of diabetes screening by offering to test people during Ramadan. People were fasting anyway so the hassle of having to not eat before your testing was removed. It was convenient and timely, two key components to a successful nudge.

Towns in Iceland, India and China have trialed ‘floating zebra crossings’ – 3D optical illusions which make the crossings look like they are floating above the ground designed to urge drivers to slow down. And in order to get people to pay their taxes in the UK, people were sent a letter saying that the majority of taxpayers pay their taxes on time which has had very positive results. Using social norms make people want to conform.

In Singapore some of the nudges you come across are remarkably simple. Rubbish bins are placed away from bus stops to separate smokers from other bus users. Utility bills display how your energy consumption compares to your neighbours. Outdoor gyms have been built near the entrances and exits of HDB estates so they are easy to use, available and prominent enough to consistently remind you. Train stations have green and red arrows on the platform indicating where you should stand so as to speed up the alighting process. If you opt to travel at off-peak times (before 0700), your fare is reduced.

And with six out of 10 Singaporeans eating at food courts four or more times a week, getting people to eat healthier is also a priority. As well as the Healthier Dining Programme, some places make it cheaper to take the healthy option. If you’re determined to eat that Fried Bee Hoon at Khoo Teck Puat Hospital, for example, you’re going to have to pay more for it.

The National Steps Challenge, which encourages participants to get exercising using free step counters in exchange for cash and prizes, has been so successful that the programme name has been trademarked. This form of gamifying is one of the more successful ways of engaging users in achieving objectives. Massive queues to collect the free fitness tracker demonstrated the programme’s popularity.

And it’s not just in tangible ways that nudges are being rolled out. Citizens pay into a mandatory savings programme called the Central Provident Fund at a high rate. This can be accessed for healthcare, housing and pensions as a way to get people to save long-term because evidence has shown that people are too short-sighted when it comes to financing their future

And as the government looks to increase the population 30% by 2030, the city-state’s ageing population and declining birth rate is a problem. The Baby Bonus Scheme goes some way to encouraging parents to have more children by offering cash incentives. Introduced in 2001, the scheme means that all Singapore citizens who have a baby get a cash gift as well as a money into a Child Development Account (CDA) which can be used to pay for childcare and healthcare. The more children you have, the more money you get – since March 2016 you get a cash gift of $8,000 SGD (£4,340) for your first child and up to $10,000 (£5,430) for the third and any subsequent children, as well as money into your CDA.

So do people like being nudged? Is there any cultural difference in the way people react to being swayed toward a ‘better’ choice or behaviour? Given the breadth of the international use of behavioural insights, there is relatively little research done into whether people are happy about it….(More)”.

Open data sharing and the Global South—Who benefits?

Curated on February 27, 2018August 3, 2018 by Stefaan Verhulst

David Serwadda et al in Science: “A growing number of government agencies, funding organizations, and publishers are endorsing the call for increased data sharing, especially in biomedical research, many with an ultimate goal of open data. Open data is among the least restrictive forms of data sharing, in contrast to managed access mechanisms, which typically have terms of use and in some cases oversight by the data generators themselves. But despite an ethically sound rationale and growing support for open data sharing in many parts of the world, concerns remain, particularly among researchers in low- and middle-income countries (LMICs) in Africa, Latin America, and parts of Asia and the Middle East that comprise the Global South. Drawing on our perspective as researchers and ethicists working in the Global South, we see opportunities to improve community engagement, raise awareness, and build capacity, all toward improving research and data sharing involving researchers in LMICs…African scientists have expressed concern that open data compromises national ownership and reopens the gates for “parachute-research” (i.e., Northern researchers absconding with data to their home countries). Other LMIC researchers have articulated fears over free-riding scientists using the data collected by others for their own career advancement …(More)”

Power of the People: A Technical, Ethical and Experimental Examination of the Use of Crowdsourcing to Support International Nuclear Safeguards Verification

Curated on February 26, 2018August 3, 2018 by Stefaan Verhulst

A Sandia National Laboratories Report by Zoe N. Gastelum, Meili C. Swanson, Kari Sentz and Christina Rinaudo : “Recent advances in information technology have led to an expansion of crowdsourcing activities that utilize the “power of the people” harnessed via online games, communities of interest, and other platforms to collect, analyze, verify, and provide technological solutions for challenges from a multitude of domains. To related this surge in popularity, the research team developed a taxonomy of crowdsourcing activities as they relate to international nuclear safeguards, evaluated the potential legal and ethical issues surrounding the use of crowdsourcing to support safeguards, and proposed experimental designs to test the capabilities and prospect for the use of crowdsourcing to support nuclear safeguards verification….(More)”.