Big health data: the need to earn public trust


Tjeerd-Pieter van Staa et al in the BMJ: “Better use of large scale health data has the potential to benefit patient care, public health, and research. The handling of such data, however, raises concerns about patient privacy, even when the risks of disclosure are extremely small.

The problems are illustrated by recent English initiatives trying to aggregate and improve the accessibility of routinely collected healthcare and related records, sometimes loosely referred to as “big data.” One such initiative, care.data, was set to link and provide access to health and social care information from different settings, including primary care, to facilitate the planning and provision of healthcare and to advance health science.1 Data were to be extracted from all primary care practices in England. A related initiative, the Clinical Practice Research Datalink (CPRD), evolved from the General Practice Research Database (GPRD). CPRD was intended to build on GPRD by linking patients’ primary care records to hospital data, around 50 disease registries and clinical audits, genetic information from UK Biobank, and even the loyalty cards of a large supermarket chain, creating an integrated data repository and linked services for all of England that could be sold to universities, drug companies, and non-healthcare industries. Care.data has now been abandoned and CPRD has stalled. The flawed implementation of care.data plus earlier examples of data mismanagement have made privacy issues a mainstream public concern. We look at what went wrong and how future initiatives might gain public support….(More)”

US start-up aims to steer through flood of data


Richard Waters in the Financial Times: “The “open data” movement has produced a deluge of publicly available information this decade, as governments like those in the UK and US have released large volumes of data for general use.

But the flood has left researchers and data scientists with a problem: how do they find the best data sets, ensure these are accurate and up to date, and combine them with other sources of information?

The most ambitious in a spate of start-ups trying to tackle this problem is set to be unveiled on Monday, when data.world opens for limited release. A combination of online repository and social network, the site is designed to be a central platform to support the burgeoning activity around freely available data.

The aim closely mirrors Github, which has been credited with spurring the open source software movement by becoming both a place to store and find free programs as well as a crowdsourcing tool for identifying the most useful.

“We are at an inflection point,” said Jeff Meisel, chief marketing officer for the US Census Bureau. A “massive amount of data” has been released under open data provisions, he said, but “what hasn’t been there are the tools, the communities, the infrastructure to make that data easier to mash up”….

Data.world plans to seed its site with about a thousand data sets and attract academics as its first users, said Mr Hurt. By letting users create personal profiles on the site, follow others and collaborate around the information they are working on, the site hopes to create the kind of social dynamic that makes it more useful the more it is used.

An attraction of the service is the ability to upload data in any format and then use common web standards to link different data sets and create mash-ups with the information, said Dean Allemang, an expert in online data….(More)”

Can mobile usage predict illiteracy in a developing country?


Pål Sundsøy at arXiv: “The present study provides the first evidence that illiteracy can be reliably predicted from standard mobile phone logs. By deriving a broad set of mobile phone indicators reflecting users financial, social and mobility patterns we show how supervised machine learning can be used to predict individual illiteracy in an Asian developing country, externally validated against a large-scale survey. On average the model performs 10 times better than random guessing with a 70% accuracy. Further we show how individual illiteracy can be aggregated and mapped geographically at cell tower resolution. Geographical mapping of illiteracy is crucial to know where the illiterate people are, and where to put in resources. In underdeveloped countries such mappings are often based on out-dated household surveys with low spatial and temporal resolution. One in five people worldwide struggle with illiteracy, and it is estimated that illiteracy costs the global economy more than 1 trillion dollars each year. These results potentially enable cost-effective, questionnaire-free investigation of illiteracy-related questions on an unprecedented scale…(More)”.

Crowdsourcing biomedical research: leveraging communities as innovation engines


Julio Saez-Rodriguez et al in Nature: “The generation of large-scale biomedical data is creating unprecedented opportunities for basic and translational science. Typically, the data producers perform initial analyses, but it is very likely that the most informative methods may reside with other groups. Crowdsourcing the analysis of complex and massive data has emerged as a framework to find robust methodologies. When the crowdsourcing is done in the form of collaborative scientific competitions, known as Challenges, the validation of the methods is inherently addressed. Challenges also encourage open innovation, create collaborative communities to solve diverse and important biomedical problems, and foster the creation and dissemination of well-curated data repositories….(More)”

Enablers for Smart Cities


Book by Amal El Fallah Seghrouchni, Fuyuki Ishikawa, Laurent Hérault, and Hideyuki Tokuda: “Smart cities are a new vision for urban development.  They integrate information and communication technology infrastructures – in the domains of artificial intelligence, distributed and cloud computing, and sensor networks – into a city, to facilitate quality of life for its citizens and sustainable growth.  This book explores various concepts for the development of these new technologies (including agent-oriented programming, broadband infrastructures, wireless sensor networks, Internet-based networked applications, open data and open platforms), and how they can provide smart services and enablers in a range of public domains.

The most significant research, both established and emerging, is brought together to enable academics and practitioners to investigate the possibilities of smart cities, and to generate the knowledge and solutions required to develop and maintain them…(More)”

MapSwipe


Pete Masters at MissingMaps: “Downloading MapSwipe means that in a matter of minutes you can contribute to the work being done around the world by MSF, the Red Cross and others, and all from the comfort of your own phone!

In a humanitarian crisis, the location of the most vulnerable people is fundamental information for delivering food, shelter, medical care and other services where they are most needed. And, although it may be hard to believe, millions people around the world are not represented on any accessible map.

Part of the Missing Maps project, MapSwipe enables anyone with a smartphone to contribute to the mapping of these vulnerable communities.Download the app, choose a mission, read the instructions and get started! One tap identifies features, a second tap indicates possible features (if you’re not sure) and a third flags cloudy or bad quality imagery areas. If there is nothing to identify, just swipe to the next image! You can download imagery for offline MapSwiping on an underground train or plane, so say goodbye to your wasted commuter hours on Candy Crush or Angry Birds!

Screenshots from MapSwipe

Screenshots from MapSwipe

Developed by Medecins Sans Frontieres / Doctors Without Borders (MSF), MapSwipe serves a direct purpose for NGOs. For example, when MSF responds to major disease outbreaks with mass vaccination campaigns, hundreds of teams have to cover enormous areas (as in the measles outbreak in Democratic Republic of Congo last year). Now, with MapSwipe, we can give vaccination campaign coordinators a super-fast snapshot of where the population clusters are, helping them to send their teams to the locations where they are most needed to achieve maximum vaccination coverage.

The Missing Maps project is a collaborative project in which a large and committed community of NGOs, academic institutes, companies and most of all individual mappers map vulnerable areas in OpenStreetMap. By using MapSwipe to identify where communities are located, you also give these mappers the ability to use their talents to map the towns and villages in these areas without having to search through miles of jungle and bush to find them, saving time and helping to put valuable data into the hands of field teams even faster….(More)”

The big health data sale


Philip Hunter at the EMBO Journal: “Personal health and medical data are a valuable commodity for a number of sectors from public health agencies to academic researchers to pharmaceutical companies. Moreover, “big data” companies are increasingly interested in tapping into this resource. One such firm is Google, whose subsidiary Deep Mind was granted access to medical records on 1.6 million patients who had been treated at some time by three major hospitals in London, UK, in order to develop a diagnostic app. The public discussion it raised was just another sign of the long‐going tensions between drug companies, privacy advocates, regulators, legislators, insurers and patients about privacy, consent, rights of access and ownership of medical data that is generated in pharmacies, hospitals and doctors’ surgeries. In addition, the rapid growth of eHealth will add a boon of even more health data from mobile phones, portable diagnostic devices and other sources.

These developments are driving efforts to create a legal framework for protecting confidentiality, controlling communication and governing access rights to data. Existing data protection and human rights laws are being modified to account for personal medical and health data in parallel to the campaign for greater transparency and access to clinical trial data. Healthcare agencies in particular will have to revise their procedures for handling medical or research data that is associated with patients.

Google’s foray into medical data demonstrates the key role of health agencies, in this case the Royal Free NHS Trust, which operates the three London hospitals that granted Deep Mind access to patient data. Royal Free approached Deep Mind with a request to develop an app for detecting acute kidney injury, which, according to the Trust, affects more than one in six inpatients….(More)”

Participatory Budgeting — Not A One-Size-Fits All Approach


Alexandra Flynn at Osgood Digital Commons: “Municipal staff and politicians are moving aside to let someone else make budget decisions – community residents. This practice, known as participatory budgeting or PB, is a completely different way of managing public money. It allows the public to both identify projects and programs that they want to see in their neighbourhoods, and to vote on which ones to fund. The process was developed twenty-five years ago and there are now over 1,500 participatory budgets around the world …

There is no one-size-fits all model for participatory budgeting. The UN-Habitat suggests that the following are essential pieces for the introduction of a participatory budgeting process: the will of the mayor, public interest, clarity on administration and the decisionmaking process, education tools on the budgeting process, widely distributed information on the participatory budgeting process through all possible means, and information on infrastructure and public service shortfalls. The UN-Habitat recommends that participatory budgeting should not be used if honesty and transparency are lacking in local administration. Municipal governments should be clear that the final decision rests with the elected representatives of the local authority and that the process does not replace representative democracy with direct referendums.

Municipalities may want to consider the following issues when implementing participatory budgeting in their communities….(More)”

Understanding Institutions: The Science and Philosophy of Living Together


New book by Francesco Guala: “Understanding Institutions proposes a new unified theory of social institutions that combines the best insights of philosophers and social scientists who have written on this topic. Francesco Guala presents a theory that combines the features of three influential views of institutions: as equilibria of strategic games, as regulative rules, and as constitutive rules.

Guala explains key institutions like money, private property, and marriage, and develops a much-needed unification of equilibrium- and rules-based approaches. Although he uses game theory concepts, the theory is presented in a simple, clear style that is accessible to a wide audience of scholars working in different fields. Outlining and discussing various implications of the unified theory, Guala addresses venerable issues such as reflexivity, realism, Verstehen, and fallibilism in the social sciences. He also critically analyses the theory of “looping effects” and “interactive kinds” defended by Ian Hacking, and asks whether it is possible to draw a demarcation between social and natural science using the criteria of causal and ontological dependence. Focusing on current debates about the definition of marriage, Guala shows how these abstract philosophical issues have important practical and political consequences.

Moving beyond specific cases to general models and principles, Understanding Institutions offers new perspectives on what institutions are, how they work, and what they can do for us….(More)”

Building a Civic Tech Sector to Last: Design Principles to Generate a Civic Tech Movement


Stefaan G. Verhulst at Positive Returns (Medium): “Over the last few years we have seen growing recognition of the potential of “civic tech,” or the use of technology that “empowers citizens to make government more accessible, efficient and effective (definition provided in “Engines of Change”)”. One commentator recently described “civic tech as the next big thing.” At the same time, we are yet to witness a true tech-enabled transformation of how government works and how citizens engage with institutions and with each other to solve societal problems. In many ways, civic tech still operates under the radar screen and often lacks broad acceptance. So how do we accelerate and expand the civic tech sector? How can we build a civic tech field that can last and stand the test of time?

The “Engines of Change” report written for Omidyar Network by Purpose seeks to provide an answer to these questions in the context of the United States….

Given the new insights gained from the report, how to move forward? How to translate its findings into a strategy that seeks to improve people’s lives and addresses societal problems by leveraging technology? What emerges from reading the report, and reflecting on how fields and movements have been built in other areas (e.g., the digital learning movement by theMacArthur Foundation or the Hewlett Foundation’s efforts to build a conflict resolution field), are a set of design principles that, when applied consistently, may generate a true lasting civic tech movement. These principles include:

  • Define a common problem that matters enough to work on collectively and identify a unique opportunity to solve it. Most successful movements seek to solve hard problems. So what is the problem that civic tech seeks to address? …
  • Encourage experimentation. As it stands, there is no shortage of experimentation with new platforms and tools in the civic tech space.What is missing, however, is the type of assessment that uncovers whether or not such efforts are actually working, and why or why not. Rather than viewing experimentation as simply “trying new things,” the field could embrace “fast-cycle action research” to understand both more quickly, and more precisely, when an innovation works, for whom, and under what conditions.
  • Establish an evidence base and a common set of metrics. While there is good reason to believe that breakthrough solutions may come from using technology, there are still too little studies measuring exactly how impactful civic tech is. Without a deeper understanding of whether, when, why and to what extent an intervention has made an impact, the civic tech movement will lack credibility. To accelerate the rate of experimentation and create more agile institutions capable of piloting civic tech solutions, we need research that will enable the sector to move away from “faith-based” initiatives toward “evidence-based” ones. The TicTec conference, the Opening Governance Research Network and the recently launched Open Governance Research Exchange are some initiatives that seek to address this shortcoming. Yet more analysis and translation of current findings into clear baselines of impact against common metrics is needed to make the sector more reliable.
  • Develop a Network Infrastructure…
  • Identify the signal…

As every engineer knows, building engines requires a set of basic design principles. Similarly, transforming the civic tech sector into a sustainable engine of change may require the implementation of the principles outlined above. Let’s build a civic tech sector to last….(More)”