[{"data":1,"prerenderedAt":1599},["ShallowReactive",2],{"page-config-/news/2020-in-review-what-weve-learned-about-data-driven-problem-solving-in-a-year-of-crises":3,"news-post-2020-in-review-what-weve-learned-about-data-driven-problem-solving-in-a-year-of-crises":38,"all-faculty-news-detail":55},{"id":4,"title":5,"body":6,"description":10,"extension":13,"hero":14,"meta":32,"navigation":15,"path":33,"sections":34,"seo":35,"stem":36,"__hash__":37},"pages/pages/news.md","News",{"type":7,"value":8,"toc":9},"minimark",[],{"title":10,"searchDepth":11,"depth":11,"links":12},"",2,[],"md",{"showHero":15,"title":16,"badge":17,"description":18,"image":19,"imageCredit":20,"backgroundImage":21,"links":22},true,"Recent News & Updates","Latest Posts","Stay updated with the latest news, events, interviews, and videos from our community.","/images/news.webp","Sebastian Pfütze","/images/news-hero-bg.png",[23,28],{"label":24,"to":25,"target":26,"type":27},"Subscribe","https://mailchi.mp/4337f0e3e319/9262kjy9ck","_blank","primary",{"label":29,"to":30,"type":31},"Contact Us","/contact","secondary",{},"/pages/news",null,{"description":10},"pages/news","ATWPyIzBfpLDxYvll1Bbm4TfPyhAWlstJxCQJDVTKxs",{"id":39,"title":40,"author":41,"authorAvatar":34,"authors":42,"body":34,"category":34,"date":43,"description":44,"duration":34,"endTime":34,"extendedContent":34,"extension":45,"featured":46,"heading":40,"image":47,"location":34,"locationType":34,"mainContent":48,"meta":49,"navigation":15,"path":50,"registrationLink":34,"seo":51,"slug":52,"startTime":34,"stem":53,"tags":34,"videoUrl":34,"__hash__":54},"blogposts/blogposts/2020-in-review-what-weve-learned-about-data-driven-problem-solving-in-a-year-of-crises.json","2020 in Review: What Weve Learned about Data-Driven Problem Solving in a Year of Crises","The GovLab",[],"2020-12-16T20:47:59","Below, we provide: A selection of key findings and achievements across the projects we worked on this year to help policymakers…","json",false,"https://cdn-images-1.medium.com/max/800/0*g2nr3fxqJInOiYPV","\n\u003Csection name=\"f037\" class=\"section section--body section--first section--last\">\u003Cdiv class=\"section-divider\">\u003Chr class=\"section-divider\">\u003C/div>\u003Cdiv class=\"section-content\">\u003Cdiv class=\"section-inner sectionLayout--insetColumn\">\u003Ch3 name=\"9c61\" id=\"9c61\" class=\"graf graf--h3 graf--leading graf--title\">\u003Cstrong class=\"markup--strong markup--h3-strong\">2020 in Review: What We’ve Learned about Data-Driven Problem Solving in a Year of Crises\u003C/strong>\u003C/h3>\u003Cp name=\"e19a\" id=\"e19a\" class=\"graf graf--p graf-after--h3\">\u003Cem class=\"markup--em markup--p-em\">By The GovLab Data Program Team\u003C/em>\u003C/p>\u003Cfigure name=\"2a6d\" id=\"2a6d\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*g2nr3fxqJInOiYPV\" data-width=\"700\" data-height=\"485\" data-is-featured=\"true\" src=\"https://cdn-images-1.medium.com/max/800/0*g2nr3fxqJInOiYPV\">\u003Cfigcaption class=\"imageCaption\">Image from the \u003Ca href=\"https://www.flickr.com/photos/niaid/\" data-href=\"https://www.flickr.com/photos/niaid/\" class=\"markup--anchor markup--figure-anchor\" rel=\"noopener\" target=\"_blank\">National Institute of Allergy and Infectious Diseases\u003C/a> on \u003Ca href=\"https://www.flickr.com/photos/niaid/49531042907/\" data-href=\"https://www.flickr.com/photos/niaid/49531042907/\" class=\"markup--anchor markup--figure-anchor\" rel=\"noopener\" target=\"_blank\">Flickr\u003C/a>\u003C/figcaption>\u003C/figure>\u003Cp name=\"17d2\" id=\"17d2\" class=\"graf graf--p graf-after--figure\">It’s been a year that no one will forget. Between devastating Australian bushfires, a global pandemic, the largest economic recession since the Great Depression, the US presidential election, worldwide protests against police brutality, Brexit, a massive explosion in Beirut’s port, wildfires on the US West Coast, and a record-breaking hurricane season (among other developments), this year has seen plenty of world-shifting events.\u003C/p>\u003Cp name=\"49cd\" id=\"49cd\" class=\"graf graf--p graf-after--p\">We’ve tried to learn from these crises and help decision makers meet the immense challenges they face. This work included strengthening the ability of public interest institutions to work more openly, collaboratively, effectively, and legitimately. Toward that end, many of our projects were focused on making \u003Ca href=\"http://datacollaboratives.org/\" data-href=\"http://datacollaboratives.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">data collaboration\u003C/a> systematic, sustainable and responsible.\u003C/p>\u003Cp name=\"4fe6\" id=\"4fe6\" class=\"graf graf--p graf-after--p\">Below, we provide:\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"9ac3\" id=\"9ac3\" class=\"graf graf--li graf-after--p\">A selection of key findings and achievements across the projects we worked on this year to help policymakers, practitioners, and other decision-makers re-use data to address the many crises we face. Each entry includes a list of recommended readings that provide more context for the project.\u003C/li>\u003Cli name=\"8665\" id=\"8665\" class=\"graf graf--li graf-after--li\">A full list of the over 50 publications, initiatives, panels, and other projects that we’ve launched this year in a reversed chronological manner (starting with December 2020). Each of these resources seeks to support data stewards working in government, the private sector, academia, and elsewhere better pursue systematic, sustainable, and responsible data collaboration in the public interest.\u003C/li>\u003C/ul>\u003Ch3 name=\"5541\" id=\"5541\" class=\"graf graf--h3 graf-after--li\">\u003Cstrong class=\"markup--strong markup--h3-strong\">Highlights of Findings & Achievements\u003C/strong>\u003C/h3>\u003Cfigure name=\"8d12\" id=\"8d12\" class=\"graf graf--figure graf-after--h3\">\u003Cimg class=\"graf-image\" data-image-id=\"0*t4qtn2XdohwaCQIl\" data-width=\"1000\" data-height=\"463\" src=\"https://cdn-images-1.medium.com/max/800/0*t4qtn2XdohwaCQIl\">\u003C/figure>\u003Cp name=\"5369\" id=\"5369\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://opendatapolicylab.org/\" data-href=\"https://opendatapolicylab.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The Open Data Policy Lab\u003C/strong>\u003C/a>: “The Open Data Policy Lab supports decision-makers at the local, state and national levels as they accelerate the responsible re-use and opening of data for the benefit of society and the equitable spread of economic opportunity.”\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"7690\" id=\"7690\" class=\"graf graf--li graf-after--p\">\u003Ca href=\"https://opendatapolicylab.org/images/odpl/third-wave-of-opendata.pdf\" data-href=\"https://opendatapolicylab.org/images/odpl/third-wave-of-opendata.pdf\" class=\"markup--anchor markup--li-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">The Emergence of a Third Wave of Open Data:\u003C/em>\u003C/a> A report explaining the need for a more purpose-directed, impactful, and inter-sectoral approach to open data\u003C/li>\u003Cli name=\"e87c\" id=\"e87c\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://opendatapolicylab.org/third-wave-of-open-data/\" data-href=\"https://opendatapolicylab.org/third-wave-of-open-data/\" class=\"markup--anchor markup--li-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Summer of Open Data\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--li-em\">:\u003C/em> A series of 10 blogs and panels with data experts on their hopes for the Third Wave of Open Data.\u003C/li>\u003Cli name=\"5892\" id=\"5892\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://course.opendatapolicylab.org/\" data-href=\"https://course.opendatapolicylab.org/\" class=\"markup--anchor markup--li-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Data Stewardship: Developing a Data Reuse Strategy for Solving Public Problems\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--li-em\">: \u003C/em>A course that aims to teach individuals in the public and private sector how to be responsible data leaders.\u003C/li>\u003C/ul>\u003Cp name=\"7bb9\" id=\"7bb9\" class=\"graf graf--p graf-after--li\">\u003Ca href=\"https://the100questions.org/\" data-href=\"https://the100questions.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The 100 Questions Initiative\u003C/strong>\u003C/a>: “The 100 Questions seeks to improve the set of questions that if answered — using new data sources and data science — could transform the way we solve a variety of 21st-century challenges.”\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"313a\" id=\"313a\" class=\"graf graf--li graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/the-100-questions-initiative-a8c952e3664\" data-href=\"https://medium.com/data-stewards-network/the-100-questions-initiative-a8c952e3664\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Sourcing the 100 Questions That Matter: State of Play, Lessons Learned, and Next Steps\u003C/em>\u003C/a>: An explanation of the elements of the 100 Questions Initiative\u003C/li>\u003Cli name=\"aa43\" id=\"aa43\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://blog.thegovlab.org/post/designing-the-100-questions-for-nyc-panel-reflects-on-new-science-of-questioning-during-open-data-week\" data-href=\"https://blog.thegovlab.org/post/designing-the-100-questions-for-nyc-panel-reflects-on-new-science-of-questioning-during-open-data-week\" class=\"markup--anchor markup--li-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Designing the 100 Questions for NYC: Panel Reflects on New Science of Questioning During Open Data Week\u003C/em>\u003C/a>: Summary of a panel with New York stakeholders inspired by the 100 Questions Initiative.\u003C/li>\u003C/ul>\u003Cp name=\"d073\" id=\"d073\" class=\"graf graf--p graf-after--li\">\u003Ca href=\"https://ailocalism.org/\" data-href=\"https://ailocalism.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">AI Localism\u003C/strong>\u003C/a>: “AI Localism, a term coined by Stefaan Verhulst and Mona Sloane, refers to the actions taken by local decision-makers to address the use of AI within a city or community. AI Localism has often emerged because of gaps left by incomplete state, national or global governance frameworks.”\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"26ac\" id=\"26ac\" class=\"graf graf--li graf-after--p\">\u003Ca href=\"https://blog.thegovlab.org/post/announcing-ai-localism-a-new-platform-supporting-the-responsible-use-and-design-of-ai-at-the-local-level\" data-href=\"https://blog.thegovlab.org/post/announcing-ai-localism-a-new-platform-supporting-the-responsible-use-and-design-of-ai-at-the-local-level\" class=\"markup--anchor markup--li-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Announcing AI Localism\u003C/em>\u003C/a>: An announcement describing how The GovLab will study AI localism.\u003C/li>\u003Cli name=\"7100\" id=\"7100\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://www.project-syndicate.org/commentary/local-regulation-of-artificial-intelligence-uses-by-stefaan-g-verhulst-1-and-mona-sloane-2020-02?barrier=accesspaylog\" data-href=\"https://www.project-syndicate.org/commentary/local-regulation-of-artificial-intelligence-uses-by-stefaan-g-verhulst-1-and-mona-sloane-2020-02?barrier=accesspaylog\" class=\"markup--anchor markup--li-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Realizing the Potential of AI Localism\u003C/em>\u003C/a>: A Project Syndicate piece describing how cities and other local jurisdictions can regulate and harness AI applications.\u003C/li>\u003Cli name=\"428c\" id=\"428c\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://medium.com/swlh/the-emergence-of-ai-localism-governing-artificial-intelligence-at-the-local-and-city-level-4988c21cedd6\" data-href=\"https://medium.com/swlh/the-emergence-of-ai-localism-governing-artificial-intelligence-at-the-local-and-city-level-4988c21cedd6\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">The Emergence of AI Localism: Governing Artificial Intelligence at the Local and City Level\u003C/em>\u003C/a>: A presentation on the growing use of AI within cities.\u003C/li>\u003C/ul>\u003Cp name=\"2b07\" id=\"2b07\" class=\"graf graf--p graf-after--li\">\u003Ca href=\"https://data4covid19.org/\" data-href=\"https://data4covid19.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data4COVID19\u003C/strong>\u003C/a>: “#Data4COVID19 is a series of projects undertaken by The GovLab — with partners such as the OECD, Open Data Charter, Luce Foundation, Microsoft, Rockefeller Foundation, SDSN TRENDS, World Economic Forum, University of Washington, and others — to identify, collect, and analyze the value data can provide to the ongoing COVID-19 pandemic.”\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"f424\" id=\"f424\" class=\"graf graf--li graf-after--p\">\u003Ca href=\"https://medium.com/data-policy/mapping-how-data-can-help-address-covid19-a7be2e631aec\" data-href=\"https://medium.com/data-policy/mapping-how-data-can-help-address-covid19-a7be2e631aec\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Mapping how data can help address COVID-19\u003C/em>\u003C/a>: A mapping of 12 topic areas related to COVID-19 where data and analysis is needed.\u003C/li>\u003Cli name=\"fcfe\" id=\"fcfe\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://medium.com/data-stewards-network/a-call-for-action-813669f32244\" data-href=\"https://medium.com/data-stewards-network/a-call-for-action-813669f32244\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">A Call for Action\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--li-em\">: \u003C/em>A call to organizations to build the data infrastructure and infrastructure needed to tackle pandemics and other dynamic threats.\u003C/li>\u003Cli name=\"70c6\" id=\"70c6\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://medium.com/data-stewards-network/announcing-the-new-data4covid19-repository-34f8a9af46bc\" data-href=\"https://medium.com/data-stewards-network/announcing-the-new-data4covid19-repository-34f8a9af46bc\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Announcing the New Data4COVID19 Repository\u003C/em>\u003C/a>: An overview of the #Data4COVID19 repository and the projects in it.\u003C/li>\u003C/ul>\u003Cp name=\"15f8\" id=\"15f8\" class=\"graf graf--p graf-after--li\">\u003Ca href=\"https://thedataassembly.org/\" data-href=\"https://thedataassembly.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The Data Assembly\u003C/strong>\u003C/a>: “The Data Assembly is an initiative from The GovLab supported by the Henry Luce Foundation to solicit diverse, actionable public input on data re-use for crisis response in the United States. The initiative began in the summer of 2020 with an initial focus on the response to the COVID-19 pandemic in New York City.”\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"1d23\" id=\"1d23\" class=\"graf graf--li graf-after--p\">\u003Ca href=\"https://thedataassembly.org/files/nyc-data-assembly-report.pdf\" data-href=\"https://thedataassembly.org/files/nyc-data-assembly-report.pdf\" class=\"markup--anchor markup--li-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">The Data Assembly Responsible Data Re-Use Framework\u003C/em>\u003C/a>: A report on the results of The GovLab’s New York Data Assembly\u003C/li>\u003Cli name=\"2306\" id=\"2306\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://medium.com/data-stewards-network/toward-responsible-data-re-use-for-covid-19-in-new-york-city-key-takeaways-from-the-data-assembly-3a8b1b32e9e5\" data-href=\"https://medium.com/data-stewards-network/toward-responsible-data-re-use-for-covid-19-in-new-york-city-key-takeaways-from-the-data-assembly-3a8b1b32e9e5\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Toward Responsible Data Re-Use for COVID-19 in New York City: Key Takeaways from The Data Assembly\u003C/em>\u003C/a>: A blog summarizing the expert panel and public town hall that concluded the Data Assembly initiative in New York.\u003C/li>\u003C/ul>\u003Cp name=\"a300\" id=\"a300\" class=\"graf graf--p graf-after--li\">\u003Ca href=\"http://datastewards.net/\" data-href=\"http://datastewards.net/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data Stewards Network\u003C/strong>\u003C/a>:\u003Cem class=\"markup--em markup--p-em\"> \u003C/em>“This first-of-its-kind Data Stewards Network brings together responsible data leaders from across corporations to share knowledge and jointly advance a new, more professionalized approach for data collaboration.”\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"41eb\" id=\"41eb\" class=\"graf graf--li graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/wanted-data-stewards-re-defining-the-roles-and-responsibilities-of-data-stewards-for-an-age-of-274c2d5f033a\" data-href=\"https://medium.com/data-stewards-network/wanted-data-stewards-re-defining-the-roles-and-responsibilities-of-data-stewards-for-an-age-of-274c2d5f033a\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Wanted: Data Stewards\u003C/em>\u003C/a>: A report describing the role, responsibilities, and functions of a data steward.\u003C/li>\u003Cli name=\"a8e3\" id=\"a8e3\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://medium.com/data-stewards-network/panel-redefining-the-role-of-data-stewardship-and-data-collaboration-for-covid-19-5edcf6aa610f\" data-href=\"https://medium.com/data-stewards-network/panel-redefining-the-role-of-data-stewardship-and-data-collaboration-for-covid-19-5edcf6aa610f\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">PANEL: Redefining the Role of Data Stewardship and Data Collaboration for COVID-19\u003C/em>\u003C/a>: A panel on how data stewards can produce public value amid the COVID-19 pandemic.\u003C/li>\u003Cli name=\"13d1\" id=\"13d1\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://medium.com/data-stewards-network/how-to-build-the-data-skills-toolkit-public-employees-need-6af3af43e627\" data-href=\"https://medium.com/data-stewards-network/how-to-build-the-data-skills-toolkit-public-employees-need-6af3af43e627\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">How to Build the Data Skills Toolkit Public Employees Need\u003C/em>\u003C/a>: A panel on how public employees can develop the skills they need to effectively use data.\u003C/li>\u003C/ul>\u003Cp name=\"3713\" id=\"3713\" class=\"graf graf--p graf-after--li\">\u003Ca href=\"https://rd4c.org/\" data-href=\"https://rd4c.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Responsible Data for Children\u003C/strong>\u003C/a>:\u003Cem class=\"markup--em markup--p-em\"> \u003C/em>“RD4C seeks to build awareness regarding the need for special attention to data issues affecting children — especially in this age of changing technology and data linkage; and to engage with governments, communities, and development actors to put the best interests of children and a child rights approach at the center of our data activities.”\u003C/p>\u003Cul class=\"postList\">\u003Cli name=\"9818\" id=\"9818\" class=\"graf graf--li graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/launch-the-responsible-data-for-chidlren-rd4c-toolkit-8f6b87e9626e\" data-href=\"https://medium.com/data-stewards-network/launch-the-responsible-data-for-chidlren-rd4c-toolkit-8f6b87e9626e\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">The Responsible Data for Children (RD4C) Toolkit\u003C/a> and \u003Ca href=\"https://medium.com/data-stewards-network/launch-the-responsible-data-for-children-rd4c-case-studies-94fd5eabd2a0\" data-href=\"https://medium.com/data-stewards-network/launch-the-responsible-data-for-children-rd4c-case-studies-94fd5eabd2a0\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">Case Studies\u003C/a>: Pieces intended to help users to identify the systems generating data about children and the key components of those systems.\u003C/li>\u003Cli name=\"79c7\" id=\"79c7\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://theconversation.com/why-we-need-responsible-data-for-children-134052\" data-href=\"https://theconversation.com/why-we-need-responsible-data-for-children-134052\" class=\"markup--anchor markup--li-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Why we need responsible data for children\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--li-em\">: \u003C/em>A piece published in \u003Cem class=\"markup--em markup--li-em\">The Conversation\u003C/em> describing how organizations can protect data subjects while using data\u003C/li>\u003Cli name=\"2197\" id=\"2197\" class=\"graf graf--li graf-after--li\">\u003Ca href=\"https://medium.com/data-stewards-network/video-andrew-young-discusses-responsible-data-for-children-on-american-geographical-society-blue-be5e3208aa3a\" data-href=\"https://medium.com/data-stewards-network/video-andrew-young-discusses-responsible-data-for-children-on-american-geographical-society-blue-be5e3208aa3a\" class=\"markup--anchor markup--li-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--li-em\">Vulnerable Publics: International Perspectives Blue Ribbon Panel\u003C/em>\u003C/a>: A panel with The GovLab’s Andrew Young on how the 7 RD4C principles can be applied to COVID-19 response;\u003C/li>\u003C/ul>\u003Ch3 name=\"22fc\" id=\"22fc\" class=\"graf graf--h3 graf-after--li\">\u003Cstrong class=\"markup--strong markup--h3-strong\">Chronological Overview of Curated Highlights\u003C/strong>\u003C/h3>\u003Ch4 name=\"3c68\" id=\"3c68\" class=\"graf graf--h4 graf-after--h3\">\u003Cstrong class=\"markup--strong markup--h4-strong\">December\u003C/strong>\u003C/h4>\u003Cfigure name=\"849b\" id=\"849b\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"0*YamleHWLkL4tZolt\" data-width=\"1000\" data-height=\"493\" src=\"https://cdn-images-1.medium.com/max/800/0*YamleHWLkL4tZolt\">\u003C/figure>\u003Cp name=\"60ed\" id=\"60ed\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://governance.the100questions.org/\" data-href=\"https://governance.the100questions.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The 100 Questions: Launch of the Governance Domain\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"20da\" id=\"20da\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The Governance Lab (The GovLab) at the NYU Tandon School of Engineering, along with the The Asia Foundation, the Centre for Strategic and International Studies in Indonesia, and the BRAC Institute of Governance and Development, announce the launch of the Governance domain of The 100 Questions Initiative, which identifies the most pressing, impactful questions for which data and data science have the potential to answer.”\u003C/em>\u003C/p>\u003Cp name=\"88ae\" id=\"88ae\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://future-of-work.the100questions.org/\" data-href=\"https://future-of-work.the100questions.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The 100 Questions: Public Voting for the Future of Work\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"1dcd\" id=\"1dcd\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“Recent technological advances are changing the way we do business, govern, and interact with each other. This shift is causing some concern over the future of work as technological innovations such as artificial intelligence and automation affect work. This challenge requires all members of the society to take action that will ensure technology creates a future that works and benefits everyone.”\u003C/em>\u003C/p>\u003Cp name=\"1924\" id=\"1924\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://datachallenge.africa/\" data-href=\"https://datachallenge.africa/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">#Data4COVID19 Africa Challenge\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"15c2\" id=\"15c2\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“From now through February 5, 2020, Agence Française de Développement (AFD), together with Expertise France and The GovLab, is soliciting innovative proposals (re)using data in a collaborative and responsible way to provide actionable intelligence for decision-makers and people to respond to COVID-19 and future pandemic challenges across Africa.”\u003C/em>\u003C/p>\u003Cp name=\"77b2\" id=\"77b2\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://online2020.mydata.org/programme-page/data-collaboration-in-the-age-of-covid-19/\" data-href=\"https://online2020.mydata.org/programme-page/data-collaboration-in-the-age-of-covid-19/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data Collaboration in the Age of COVID-19 Panel at the MyData Conference Online 2020\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> with Stefaan Verhulst, Claudia Juech, JoAnn Stonier, Kelly Jin, and Dave Green\u003C/strong>\u003C/p>\u003Cp name=\"868d\" id=\"868d\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“In the ongoing Covid19 crisis, several data collaborative models have emerged. This session will compare recent experiences; discuss lessons from real-world partnerships and consider whether these efforts have yielded value. In particular, we will consider ways to lower the transaction costs involved by professionalizing and systematizing certain roles within both the public and the private sector — such as data stewards.”\u003C/em>\u003C/p>\u003Ch4 name=\"6434\" id=\"6434\" class=\"graf graf--h4 graf-after--p\">\u003Cstrong class=\"markup--strong markup--h4-strong\">November\u003C/strong>\u003C/h4>\u003Cfigure name=\"80d3\" id=\"80d3\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"1*ZEDtiUyTPiQgP8CPwxRn8Q.png\" data-width=\"339\" data-height=\"433\" src=\"https://cdn-images-1.medium.com/max/800/1*ZEDtiUyTPiQgP8CPwxRn8Q.png\">\u003C/figure>\u003Cp name=\"73e3\" id=\"73e3\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://gmdac.iom.int/event/inaugural-bd4m-webinar-series-estimating-migrant-stocks-and-flows-using-social-media-data\" data-href=\"https://gmdac.iom.int/event/inaugural-bd4m-webinar-series-estimating-migrant-stocks-and-flows-using-social-media-data\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Inaugural BD4M Webinar Series: Estimating migrant stocks and flows using social media data\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> with Stefaan Verhulst, Frank Laczko, and Michele Vespe\u003C/strong>\u003C/p>\u003Cp name=\"16bb\" id=\"16bb\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The webinar series Harnessing Data Innovation for Migration Policy launched by the BD4M, aims to discuss good practices in using non-traditional data sources in the realms of migration and human mobility. Drawing on good practices from around the world and across different sectors, the series will bridge technical and practical aspects by providing hands-on insights into how non-traditional data sources have been utilized to analyze migration and inform policy.”\u003C/em>\u003C/p>\u003Cp name=\"cbe2\" id=\"cbe2\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://childethics.com/blog/data-and-children/\" data-href=\"https://childethics.com/blog/data-and-children/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The responsible use of data for and about children: treading carefully and ethically Q&A\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> with Andrew Young and Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"92f6\" id=\"92f6\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“In this series of Q&A, we speak with Stefaan G. Verhulst and Andrew Young from GovLab, (an action-oriented do-tank located at NYU) who are working in collaboration with UNICEF on an initiative called Responsible Data for Children initiative (RD4C) . Its focus is on data — the risks it poses to children, as well as the opportunities it offers.”\u003C/em>\u003C/p>\u003Cp name=\"6414\" id=\"6414\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://thedataassembly.org/files/nyc-data-assembly-report.pdf\" data-href=\"https://thedataassembly.org/files/nyc-data-assembly-report.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The Data Assembly Responsible Data Re-Use Framework\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Andrew Young, Stefaan G. Verhulst, Nadiya Safonova, and Andrew J. Zahuranec\u003C/strong>\u003C/p>\u003Cp name=\"cfca\" id=\"cfca\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The Data Assembly […] began in the summer of 2020 with an initial focus on the response to the COVID-19 pandemic in New York City. The GovLab, New York Public Library, and Brooklyn Public Library co-hosted remote deliberations with three “mini-publics” featuring data holders and policymakers, representatives of civic rights and advocacy organizations, and New Yorkers from across the five boroughs. These deliberations yielded five key takeaways regarding the responsible re-use of data for COVID-19.”\u003C/em>\u003C/p>\u003Ch4 name=\"03b8\" id=\"03b8\" class=\"graf graf--h4 graf-after--p\">\u003Cstrong class=\"markup--strong markup--h4-strong\">October\u003C/strong>\u003C/h4>\u003Cfigure name=\"dd29\" id=\"dd29\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"0*rwEYg4r3g_CPF17I\" data-width=\"1000\" data-height=\"475\" src=\"https://cdn-images-1.medium.com/max/800/0*rwEYg4r3g_CPF17I\">\u003C/figure>\u003Cp name=\"27a1\" id=\"27a1\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://opendatapolicylab.org/third-wave-of-open-data/\" data-href=\"https://opendatapolicylab.org/third-wave-of-open-data/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The Emergence of a Third Wave of Open Data\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Stefaan G. Verhulst, Andrew Young, Andrew J. Zahuranec, Susan Ariel Aaronson, Ania Calderon, and Matt Gee\u003C/strong>\u003C/p>\u003Cp name=\"1445\" id=\"1445\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“In this piece, we argue […] limitations necessitate additional improvements to accelerate the re-use of data to unleash the public good potential of the digital era. We reflect on the potential of what we call the “Third Wave of Open Data.” We discuss both what we see as the emerging elements of this wave and the actions several players have taken that may contribute to its realization. In doing so, we propose actions for how policymakers and data practitioners might address the limitations of previous waves and outline a set of actions that could accelerate data re-use and collaboration.”\u003C/em>\u003C/p>\u003Cp name=\"3379\" id=\"3379\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/the-100-questions-initiative-a8c952e3664\" data-href=\"https://medium.com/data-stewards-network/the-100-questions-initiative-a8c952e3664\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Sourcing the 100 Questions That Matter: State of Play, Lessons Learned, and Next Steps\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Alexandra Shaw and Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"be62\" id=\"be62\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“In what follows, we briefly describe four key areas with regard to The 100 Questions Initiative: the 1) current ‘state of play,’ 2) its defining characteristics, 3) lessons learned, and 4) areas where we can advance.”\u003C/em>\u003C/p>\u003Cp name=\"ab82\" id=\"ab82\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/toward-responsible-data-re-use-for-covid-19-in-new-york-city-key-takeaways-from-the-data-assembly-3a8b1b32e9e5\" data-href=\"https://medium.com/data-stewards-network/toward-responsible-data-re-use-for-covid-19-in-new-york-city-key-takeaways-from-the-data-assembly-3a8b1b32e9e5\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Toward Responsible Data Re-Use for COVID-19 in New York City: Key Takeaways from The Data Assembly\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Aditi Ramesh, Andrew Young, and Andrew J. Zahuranec\u003C/strong>\u003C/p>\u003Cp name=\"5996\" id=\"5996\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“With support from The Henry Luce Foundation, The GovLab launched The Data Assembly to pioneer a new methodology re-imagining how we engage society in creating ideas for data re-use. The Data Assembly aims to collect and synthesize actionable, diverse, public input to identify concerns, expectations, and opportunities in data-driven response to COVID-19. More importantly, it aims to identify the necessary conditions and procedures to enable responsible re-use for crisis response now and in the future.”\u003C/em>\u003C/p>\u003Cp name=\"0b88\" id=\"0b88\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/data-collaborative-case-study-leveraging-telecom-data-to-aid-humanitarian-efforts-9b5c2fc893a4\" data-href=\"https://medium.com/data-stewards-network/data-collaborative-case-study-leveraging-telecom-data-to-aid-humanitarian-efforts-9b5c2fc893a4\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data Collaborative Case Study #4: Leveraging Telecom Data to Aid Humanitarian Efforts\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by By Michelle Winowatan, Andrew J. Zahuranec, Andrew Young, and Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"1b30\" id=\"1b30\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“This is the fourth installment of an ongoing series of case studies on Data Collaboratives and Data Stewardship. . These case studies intend to provide insights toward leveraging private data for public good in a systematic, sustainable and responsible manner.”\u003C/em>\u003C/p>\u003Cp name=\"7e1f\" id=\"7e1f\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/data-to-go-the-value-of-data-portability-as-a-means-to-data-liquidity-682bb39368e0\" data-href=\"https://medium.com/data-stewards-network/data-to-go-the-value-of-data-portability-as-a-means-to-data-liquidity-682bb39368e0\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data to Go: The Value of Data Portability as a Means to Data Liquidity \u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\">by Juliet McMurren and Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"e91a\" id=\"e91a\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“[W]e have been exploring the current literature on data portability and liquidity, searching for lessons and insights into the benefits that can be unlocked when data liquidity is enabled through the right to data portability. Below we identify some of the greatest potential benefits for society, individuals, and data-holding organizations.”\u003C/em>\u003C/p>\u003Cp name=\"90e8\" id=\"90e8\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://www.unicef.org/globalinsight/reports/responsible-group-data-children\" data-href=\"https://www.unicef.org/globalinsight/reports/responsible-group-data-children\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Responsible Group Data for Children \u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\">by Andrew Young\u003C/strong>\u003C/p>\u003Cp name=\"e8e8\" id=\"e8e8\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“To achieve Responsible Data for Children (RD4C) and ensure effective and legitimate governance of children’s data, government policymakers, data practitioners, and institutional decision makers need to ensure children’s group data are a core consideration in all relevant policies, procedures, and practices.”\u003C/em>\u003C/p>\u003Cp name=\"6131\" id=\"6131\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/selected-readings-on-indigenous-data-sovereignty-59ffc0b36bfe\" data-href=\"https://medium.com/data-stewards-network/selected-readings-on-indigenous-data-sovereignty-59ffc0b36bfe\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Selected Readings on Indigenous Data Sovereignty\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Juliet McMurren\u003C/strong>\u003C/p>\u003Cp name=\"f43a\" id=\"f43a\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“In this edition, to recognize and honor Indigenous Peoples’ Day, we have curated below a selection of literature on Indigenous data sovereignty (IDS), the principle that Indigenous peoples should be able to control the data collected by and about them, to determine how and by whom it is accessed, stored, and used, and to develop data practices and methodologies that reflect their lived experiences, cultures, and worldviews.”\u003C/em>\u003C/p>\u003Ch4 name=\"69d8\" id=\"69d8\" class=\"graf graf--h4 graf-after--p\">\u003Cstrong class=\"markup--strong markup--h4-strong\">September\u003C/strong>\u003C/h4>\u003Cfigure name=\"e5d7\" id=\"e5d7\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"0*-sWmZXGjxgAO-qDJ\" data-width=\"1000\" data-height=\"495\" src=\"https://cdn-images-1.medium.com/max/800/0*-sWmZXGjxgAO-qDJ\">\u003C/figure>\u003Cp name=\"254c\" id=\"254c\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://medium.com/data-stewards-network/announcing-ai-localism-a-new-platform-supporting-the-responsible-use-and-design-of-ai-at-the-76f3fd5f3170\" data-href=\"https://medium.com/data-stewards-network/announcing-ai-localism-a-new-platform-supporting-the-responsible-use-and-design-of-ai-at-the-76f3fd5f3170\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">AI Localism\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"fde6\" id=\"fde6\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“Today, The GovLab is excited to launch a new platform which seeks to monitor, analyze and guide how AI is being governed in cities around the world: AI Localism. AI Localism refers to the actions taken by local decision-makers to address the use of AI within a city or community. AI Localism has often emerged because of gaps left by incomplete state, national or global governance frameworks.”\u003C/em>\u003C/p>\u003Cp name=\"8de7\" id=\"8de7\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/selected-readings-on-data-portability-4f7296d69c9c\" data-href=\"https://medium.com/data-stewards-network/selected-readings-on-data-portability-4f7296d69c9c\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Selected Readings on Data Portability\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Juliet McMurren, Andrew Young, and Stefaan G. Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"f63a\" id=\"f63a\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“As part of an ongoing effort to build a knowledge base for the field of improving governance through technology, The GovLab publishes a series of Selected Readings, which provide an annotated and curated collection of recommended works on themes such as open data, data collaboration, and civic technology. In this edition, we explore selected literature on data portability.”\u003C/em>\u003C/p>\u003Cp name=\"eff1\" id=\"eff1\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/open-data-policy-lab/the-world-is-on-fire-data-can-help-bd8551841bfe\" data-href=\"https://medium.com/open-data-policy-lab/the-world-is-on-fire-data-can-help-bd8551841bfe\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The World is On Fire. Data Can Help.\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Andrew J. Zahuranec\u003C/strong>\u003C/p>\u003Cp name=\"7885\" id=\"7885\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“Data is key to achieving serious reductions in carbon emissions and blunting climate change’s ongoing impact. Through improved situational awareness, a better understanding of cause and effect, enhanced predictive capabilities, or real-time impact assessments — all possible by leveraging data in new ways — we can develop the policies and interventions needed for this crisis. Organizations such as the International Open Data Charter and the World Resources Institute have already published guides showing how open data assets can be used to pursue these values for climate action.”\u003C/em>\u003C/p>\u003Cp name=\"ef53\" id=\"ef53\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://resourcegovernance.org/sites/default/files/documents/the_practice_and_potential_of_blockchain_technologies_for_extractive_sector_governance_with_annex_0.pdf\" data-href=\"https://resourcegovernance.org/sites/default/files/documents/the_practice_and_potential_of_blockchain_technologies_for_extractive_sector_governance_with_annex_0.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The Practice and Potential of Blockchain Technologies for Extractive Sector Governance\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Stefaan G. Verhulst, Andrew Young, and Daniella Heard\u003C/strong>\u003C/p>\u003Cp name=\"316e\" id=\"316e\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“Important questions are being raised about whether blockchain technologies can contribute to solving governance challenges in the mining, oil and gas sectors. This report seeks to begin addressing such questions, with particular reference to current blockchain applications and transparency efforts in the extractive sector.”\u003C/em>\u003C/p>\u003Cp name=\"0daa\" id=\"0daa\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://dataforpolicy.org/data-for-policy-2020/\" data-href=\"https://dataforpolicy.org/data-for-policy-2020/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data for Policy 2020 Conference\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"433a\" id=\"433a\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The Fifth International Data for Policy Conference [took] place virtually September 15–17, 2020. The\u003C/em>\u003Cstrong class=\"markup--strong markup--p-strong\">\u003Cem class=\"markup--em markup--p-em\"> \u003C/em>\u003C/strong>\u003Cem class=\"markup--em markup--p-em\">Data for Policy conference series is the premier global forum for multiple disciplinary and cross-sector discussions around the theories, applications and implications of data science innovation in governance and the public sector.”\u003C/em>\u003C/p>\u003Ch4 name=\"0d93\" id=\"0d93\" class=\"graf graf--h4 graf-after--p\">\u003Cstrong class=\"markup--strong markup--h4-strong\">August\u003C/strong>\u003C/h4>\u003Cfigure name=\"569f\" id=\"569f\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"0*_QEVhB6_faOlKvUE\" data-width=\"700\" data-height=\"382\" src=\"https://cdn-images-1.medium.com/max/800/0*_QEVhB6_faOlKvUE\">\u003C/figure>\u003Cp name=\"1d1f\" id=\"1d1f\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://medium.com/data-stewards-network/video-andrew-young-discusses-responsible-data-for-children-on-american-geographical-society-blue-be5e3208aa3a\" data-href=\"https://medium.com/data-stewards-network/video-andrew-young-discusses-responsible-data-for-children-on-american-geographical-society-blue-be5e3208aa3a\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Vulnerable Publics: International Perspectives Blue Ribbon Panel\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> with Andrew Young\u003C/strong>\u003C/p>\u003Cp name=\"665f\" id=\"665f\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The GovLab’s Knowledge Director Andrew Young recently participated in the Vulnerable Publics: International Perspectives Blue Ribbon Panel. His remarks centered on Responsible Data for Children (RD4C), an initiative created in partnership with UNICEF to advance the safe and ethical handling of data for and about children. Andrew discussed how the 7 RD4C Principles can be applied in the context of COVID-19.”\u003C/em>\u003C/p>\u003Ch4 name=\"a7ff\" id=\"a7ff\" class=\"graf graf--h4 graf-after--p\">\u003Cstrong class=\"markup--strong markup--h4-strong\">July\u003C/strong>\u003C/h4>\u003Cfigure name=\"3e90\" id=\"3e90\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"0*fTlj8bMBUOf6xCO0\" data-width=\"700\" data-height=\"350\" src=\"https://cdn-images-1.medium.com/max/800/0*fTlj8bMBUOf6xCO0\">\u003C/figure>\u003Cp name=\"405c\" id=\"405c\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://opendatapolicylab.org/third-wave-of-open-data/\" data-href=\"https://opendatapolicylab.org/third-wave-of-open-data/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Summer of Open Data\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"a7b5\" id=\"a7b5\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The Summer of Open Data was a three-month project spearheaded by the Open Data Policy Lab (an initiative of The GovLab with support from Microsoft) in partnership with the Digital Trade & Data Governance Hub, Open Data Institute, the Open Data Charter, and BrightHive. From July through September 2020, we spoke with data experts in local and regional governments, national statistical agencies, international bodies, and private companies to advance our understanding of The Third Wave of Open Data.”\u003C/em>\u003C/p>\u003Cp name=\"43fd\" id=\"43fd\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/panel-redefining-the-role-of-data-stewardship-and-data-collaboration-for-covid-19-5edcf6aa610f\" data-href=\"https://medium.com/data-stewards-network/panel-redefining-the-role-of-data-stewardship-and-data-collaboration-for-covid-19-5edcf6aa610f\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Panel on Redefining the Role of Data Stewardship and Data Collaboration for COVID-19\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"3545\" id=\"3545\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“In a panel published Tuesday for the 2020 Responsible Data Summit, The GovLab’s Co-Founder and Chief Research and Development Officer Stefaan Verhulst spoke with real-world data stewards Claudia Juech (Cloudera Foundation), Richard Benjamins (Telefonica), and Brennan Lake (Cuebiq) about the value of their role. Addressing the renewed need for data amid the ongoing COVID-19 pandemic, they spoke specifically about how they had contributed to the COVID-19 response and recovery effort.”\u003C/em>\u003C/p>\u003Cp name=\"ae23\" id=\"ae23\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/adolescent-mental-health-using-a-participatory-mapping-methodology-to-jointly-identify-key-topics-a5a392188654\" data-href=\"https://medium.com/data-stewards-network/adolescent-mental-health-using-a-participatory-mapping-methodology-to-jointly-identify-key-topics-a5a392188654\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Adolescent Mental Health: Using A Participatory Mapping Methodology to Jointly Identify Key Topics, Questions, and Priorities for Future Work and Data Collaboration\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Alexandra Shaw, Andrew J. Zahuranec, Andrew Young, Stefaan G. Verhulst, Jennifer Requejo, and Liliana Carvajal\u003C/strong>\u003C/p>\u003Cp name=\"2dd2\" id=\"2dd2\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“In June, The GovLab partnered with colleagues at UNICEF’s Health and HIV team in the Division of Data, Analysis, Planning & Monitoring and the\u003C/em>\u003Ca href=\"https://www.dataforchildrencollaborative.com/\" data-href=\"https://www.dataforchildrencollaborative.com/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\"> Data for Children Collaborative\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\"> — a collaboration between UNICEF, the Scottish Government, and the University of Edinburgh — to design and apply a new methodology of participatory mapping and prioritization of key topics and issues associated with adolescent mental health that could be addressed through enhanced data collaboration.”\u003C/em>\u003C/p>\u003Cp name=\"3731\" id=\"3731\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"http://springer.nl.go.kr/referenceworkentry/10.1007%2F978-3-030-13895-0_92-1\" data-href=\"http://springer.nl.go.kr/referenceworkentry/10.1007%2F978-3-030-13895-0_92-1\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data Collaboratives [Encyclopedia Entry]\u003C/strong>\u003C/a> \u003Cstrong class=\"markup--strong markup--p-strong\">by Andrew Young and Stefaan G. Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"c082\" id=\"c082\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“Data collaboratives are an emerging form of public-private partnership in which actors from across sectors exchange and analyze data, or provide data science insights and expertise to create new public value and generate fresh insights (Verhulst & Sangokoya,\u003C/em>\u003Ca href=\"http://springer.nl.go.kr/referenceworkentry/10.1007%2F978-3-030-13895-0_92-1#CR17\" data-href=\"http://springer.nl.go.kr/referenceworkentry/10.1007%2F978-3-030-13895-0_92-1#CR17\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\"> 2015\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">). Data collaboratives, sometimes referred to as “corporate data philanthropy” (Taddeo,\u003C/em>\u003Ca href=\"http://springer.nl.go.kr/referenceworkentry/10.1007%2F978-3-030-13895-0_92-1#CR15\" data-href=\"http://springer.nl.go.kr/referenceworkentry/10.1007%2F978-3-030-13895-0_92-1#CR15\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\"> 2017\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">), can be considered a new form of corporate social responsibility in the data age (Verhulst,\u003C/em>\u003Ca href=\"http://springer.nl.go.kr/referenceworkentry/10.1007%2F978-3-030-13895-0_92-1#CR16\" data-href=\"http://springer.nl.go.kr/referenceworkentry/10.1007%2F978-3-030-13895-0_92-1#CR16\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\"> 2017\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">).”\u003C/em>\u003C/p>\u003Ch4 name=\"c547\" id=\"c547\" class=\"graf graf--h4 graf-after--p\">\u003Cstrong class=\"markup--strong markup--h4-strong\">June\u003C/strong>\u003C/h4>\u003Cfigure name=\"ad58\" id=\"ad58\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"0*XahtNnTRaksn3dpT\" data-width=\"700\" data-height=\"350\" src=\"https://cdn-images-1.medium.com/max/800/0*XahtNnTRaksn3dpT\">\u003C/figure>\u003Cp name=\"24ea\" id=\"24ea\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://thedataassembly.org/\" data-href=\"https://thedataassembly.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data Assembly\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"901c\" id=\"901c\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The Data Assembly is an initiative from The GovLab supported by the Henry Luce Foundation to solicit diverse, actionable public input on data re-use for crisis response in the United States. The initiative began in the summer of 2020 with an initial focus on the response to the COVID-19 pandemic in New York City.”\u003C/em>\u003C/p>\u003Cp name=\"3065\" id=\"3065\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://engineering.nyu.edu/news/global-collaboration-human-migration-launches-digital-hub\" data-href=\"https://engineering.nyu.edu/news/global-collaboration-human-migration-launches-digital-hub\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Big Data for Migration Alliance\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"9789\" id=\"9789\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The International Organization for Migration (IOM) and the Joint Research Centre (JRC) of the European Commission joined forces with The Governance Lab (The GovLab) at the NYU Tandon School of Engineering to launch an online home for the Big Data for Migration (BD4M) Alliance, the first-ever global network dedicated to facilitating responsible data innovation and collaboration for informed decision making on migration and human mobility.”\u003C/em>\u003C/p>\u003Cp name=\"b554\" id=\"b554\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://www.nature.com/articles/s41599-020-0500-x\" data-href=\"https://www.nature.com/articles/s41599-020-0500-x\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Gender gaps in urban mobility\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Laetitia Gauvin, Michele Tizzoni, Simone Piaggesi, Andrew Young, Natalia Adler, Stefaan Verhulst, Leo Ferres & Ciro Cattuto\u003C/strong>\u003C/p>\u003Cp name=\"aecf\" id=\"aecf\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“Here we study urban mobility from a gendered perspective, combining commercial and open datasets for the city of Santiago, Chile. We analyze call detail records for a large cohort of anonymized mobile phone users and reveal a gender gap in mobility: women visit fewer unique locations than men, and distribute their time less equally among such locations.”\u003C/em>\u003C/p>\u003Cp name=\"260e\" id=\"260e\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/how-data-can-map-and-make-racial-inequality-more-visible-if-done-responsibly-9074ed84e2bf\" data-href=\"https://medium.com/data-stewards-network/how-data-can-map-and-make-racial-inequality-more-visible-if-done-responsibly-9074ed84e2bf\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">How Data Can Map and Make Racial Inequality More Visible (If Done Responsibly)\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"3573\" id=\"3573\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The GovLab developed this living reflection document with diverse input from our network to help identify the opportunities, risks, challenges, and lessons about the use of data to make racial inequalities more visible and the ways it may be systematically and collaboratively countered.”\u003C/em>\u003C/p>\u003Cp name=\"83b1\" id=\"83b1\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/registration-open-online-workshop-on-solving-urban-challenges-using-data-54662cac70d9\" data-href=\"https://medium.com/data-stewards-network/registration-open-online-workshop-on-solving-urban-challenges-using-data-54662cac70d9\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Online Workshop on Solving Urban Challenges Using Data\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"c04f\" id=\"c04f\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“On Thursday, June 11th at 11:30am, the NYU Center for Urban Science + Progress and The Governance Lab at NYU Tandon are hosting an online workshop: Solving Urban Challenges Using Data: Toward a Data Skills Toolkit for Public Employees to Shape the Future. This online workshop will seek to inform the creation of NYU’s new data skills program and to highlight key considerations, opportunities, and challenges more generally.”\u003C/em>\u003C/p>\u003Cp name=\"069b\" id=\"069b\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://disinformation.the100questions.org/\" data-href=\"https://disinformation.the100questions.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The 100 Questions Disinformation Domain\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"d9e1\" id=\"d9e1\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“Today, The Governance Lab (The GovLab) at the NYU Tandon School of Engineering announced a partnership with the Organisation for Economic Co-operation and Development that will focus on addressing a topic of growing public concern: disinformation. The new collaboration is part of The 100 Questions Initiative, an effort to identify the most important societal questions for which greater access to data and data science methods could find answers.”\u003C/em>\u003C/p>\u003Cp name=\"352e\" id=\"352e\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://thelivinglib.org/selected-readings-on-ai-for-development/\" data-href=\"https://thelivinglib.org/selected-readings-on-ai-for-development/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Selected Readings on AI for Development \u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\">by Dominik Baumann, Jeremy Pesner, Alexandra Shaw, Stefaan Verhulst, Michelle Winowatan, Andrew Young, Andrew J. Zahuranec\u003C/strong>\u003C/p>\u003Cp name=\"b625\" id=\"b625\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“In this edition, we explore selected literature on AI and Development. While the majority of AI initiatives today come from the private sector, international development actors increasingly experiment with AI-enabled programs. These initiatives focus on, for example, climate modelling, urban mobility, and disease transmission. These early efforts demonstrate the promise of AI for supporting more efficient, targeted, and impactful development efforts. Yet, the intersection of AI and development remains nascent, and questions remain regarding how this emerging technology can deliver on its promise while mitigating risks to intended beneficiaries.”\u003C/em>\u003C/p>\u003Cp name=\"7900\" id=\"7900\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://opendatapolicylab.org/articles/building-a-knowledge-base-selected-readings-on-open-data-legislation-and-policy/index.html\" data-href=\"https://opendatapolicylab.org/articles/building-a-knowledge-base-selected-readings-on-open-data-legislation-and-policy/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Selected Readings on Open Data Legislation and Policy\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Danuta Egle\u003C/strong>\u003C/p>\u003Cp name=\"8b75\" id=\"8b75\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“To aid in the development and feasible implementation of open data legislation, this curated reading list examines institutional proposals and legislative examples to guide the design of comprehensive open data laws. These materials offer an outline of the founding (and evolving) principles of open data, principles of open access and information, assessment\u003C/em>\u003Ca href=\"https://theodi.org/service/tools-resources/\" data-href=\"https://theodi.org/service/tools-resources/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\"> tools\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">, institutional\u003C/em>\u003Ca href=\"https://thelivinglib.org/the-govlab-selected-readings-on-data-governance/\" data-href=\"https://thelivinglib.org/the-govlab-selected-readings-on-data-governance/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\"> practices\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">,\u003C/em>\u003Ca href=\"https://thelivinglib.org/the-govlab-selected-readings-on-personal-data-security-and-use/\" data-href=\"https://thelivinglib.org/the-govlab-selected-readings-on-personal-data-security-and-use/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\"> privacy\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\"> risks and strategy, guidelines for fostering public-private\u003C/em>\u003Ca href=\"https://thelivinglib.org/the-govlab-selected-readings-on-data-collaboratives/\" data-href=\"https://thelivinglib.org/the-govlab-selected-readings-on-data-collaboratives/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\"> partnerships\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">, and maturity and sustainability models.”\u003C/em>\u003C/p>\u003Ch4 name=\"6e0a\" id=\"6e0a\" class=\"graf graf--h4 graf-after--p\">\u003Cstrong class=\"markup--strong markup--h4-strong\">May\u003C/strong>\u003C/h4>\u003Cfigure name=\"b365\" id=\"b365\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"0*GXvPHq_bzJix-Jyu\" data-width=\"1000\" data-height=\"611\" src=\"https://cdn-images-1.medium.com/max/800/0*GXvPHq_bzJix-Jyu\">\u003C/figure>\u003Cp name=\"cef0\" id=\"cef0\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://gender.the100questions.org/\" data-href=\"https://gender.the100questions.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The 100 Questions: Gender\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"3a35\" id=\"3a35\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“As part of efforts to identify priorities across sectors in which data and data science could make a difference, The Governance Lab (The GovLab) at the New York University Tandon School of Engineering has partnered with Data2X, the gender data alliance housed at the United Nations Foundation, to release ten pressing questions on gender that experts have determined can be answered using data. Members of the public are invited to share their views and vote to help develop a data agenda on gender.”\u003C/em>\u003C/p>\u003Cp name=\"b684\" id=\"b684\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/data4covid19-round-up-7-may-e5339da97705?source=collection_category---4------15-----------------------\" data-href=\"https://medium.com/data-stewards-network/data4covid19-round-up-7-may-e5339da97705?source=collection_category---4------15-----------------------\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data4COVID19 Round-Up and Newsletter\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"17d0\" id=\"17d0\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“This short-term, weekly curation will provide you with notable updates to the #Data4COVID19 data collaborative repository and other information meant to facilitate data stewardship in the ongoing pandemic.”\u003C/em>\u003C/p>\u003Ch4 name=\"7394\" id=\"7394\" class=\"graf graf--h4 graf-after--p\">\u003Cstrong class=\"markup--strong markup--h4-strong\">April\u003C/strong>\u003C/h4>\u003Cfigure name=\"86bc\" id=\"86bc\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"0*pgBPNLB60pFBKl5L\" data-width=\"352\" data-height=\"329\" src=\"https://cdn-images-1.medium.com/max/800/0*pgBPNLB60pFBKl5L\">\u003C/figure>\u003Cp name=\"3b59\" id=\"3b59\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://medium.com/data-stewards-network/data-collaborative-case-study-the-atlas-of-inequality-and-cuebiqs-data-for-good-initiative-345db2d10eda\" data-href=\"https://medium.com/data-stewards-network/data-collaborative-case-study-the-atlas-of-inequality-and-cuebiqs-data-for-good-initiative-345db2d10eda\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data Collaborative Case Study #3: The Atlas of Inequality and Cuebiq’s Data for Good Initiative \u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\">by Michelle Winowatan, Andrew Young, and Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"8155\" id=\"8155\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“This is the third installment of an ongoing series of case studies on Data Collaboratives and Data Stewardship. These case studies intend to provide insights toward leveraging private data for public good in a systematic, sustainable and responsible manner.”\u003C/em>\u003C/p>\u003Cp name=\"4b97\" id=\"4b97\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://ieai.mcts.tum.de/launch-of-the-global-ai-ethics-consortium-gaiec/\" data-href=\"https://ieai.mcts.tum.de/launch-of-the-global-ai-ethics-consortium-gaiec/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Global AI Ethics Consortium (GAIEC) on Ethics and the Use of Data and Artificial Intelligence in the Fight Against COVID-19 and other Pandemics\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"58ed\" id=\"58ed\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The TUM Institute for Ethics in Artificial Intelligence has led the way in the creation of the Global AI Ethics Consortium (GAIEC), joining forces with academic institutions, research centers and distinguished members of academia worldwide in order to foster trust in data and technology, maximize the potential of AI while limiting its harms, help all the involved parties navigate current uncertainty and create ethical frameworks.”\u003C/em>\u003C/p>\u003Cp name=\"49f2\" id=\"49f2\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-policy/mapping-how-data-can-help-address-covid19-a7be2e631aec\" data-href=\"https://medium.com/data-policy/mapping-how-data-can-help-address-covid19-a7be2e631aec\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Mapping how data can help address COVID-19\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Andrew J. Zahuranec and Stefaan G. Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"8c66\" id=\"8c66\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“Using The GovLab’s rapid-research methodology, we’ve compiled a list of 12 topic areas related to COVID-19 where data and analysis is needed.“\u003C/em>\u003C/p>\u003Cp name=\"90df\" id=\"90df\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/new-tool-to-establish-responsible-data-collaboratives-in-the-time-of-covid-19-7debaccf18f0\" data-href=\"https://medium.com/data-stewards-network/new-tool-to-establish-responsible-data-collaboratives-in-the-time-of-covid-19-7debaccf18f0\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">New Tool to Establish Responsible Data Collaboratives in the Time of COVID-19\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Andrew Young\u003C/strong>\u003C/p>\u003Cp name=\"61c3\" id=\"61c3\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“Today, to support the development of data collaboratives in a responsible and agile way, we are sharing a new tool that addresses the complexity in preparing a Data Sharing Agreement from Contracts for Data Collaboration (a joint initiative of SDSN-TReNDS, the World Economic Forum, The GovLab, and the University of Washington’s Information Risk Research Initiative). Providing a checklist to support organizations with reviewing, negotiating and preparing Data Sharing Arrangements, the intent is to strengthen stakeholder trust and help accelerate responsible data sharing arrangements given the urgency of the global pandemic.”\u003C/em>\u003C/p>\u003Cp name=\"1151\" id=\"1151\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/the-potential-of-data-collaboratives-for-covid19-682946da7bdc\" data-href=\"https://medium.com/data-stewards-network/the-potential-of-data-collaboratives-for-covid19-682946da7bdc\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The Potential of Data Collaboratives for COVID-19 \u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\">by Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"f858\" id=\"f858\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“As we explain in what follows, there is ample evidence that the re-use of data can help mitigate health pandemics. A robust (if somewhat unsystematized) body of knowledge could direct policymakers and others in their efforts. In the second part of this article, we outline eight steps that key stakeholders can and should take to better re-use data in the fight against COVID-19. “\u003C/em>\u003C/p>\u003Cp name=\"b42f\" id=\"b42f\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/from-idea-to-reality-why-we-need-an-open-data-policy-lab-b5f706b144e6\" data-href=\"https://medium.com/data-stewards-network/from-idea-to-reality-why-we-need-an-open-data-policy-lab-b5f706b144e6\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The Open Data Policy Lab\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"9b7b\" id=\"9b7b\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“[W]ith support from Microsoft and under the counsel of a global advisory board of open data leaders, The GovLab is launching an initiative designed precisely to build such a resource. Our Open Data Policy Lab will draw on lessons and experiences from around the world to conduct analysis, provide guidance, build community, and take action to accelerate the responsible re-use and opening of data for the benefit of society and the equitable spread of economic opportunity.”\u003C/em>\u003C/p>\u003Cp name=\"cd67\" id=\"cd67\" class=\"graf graf--p graf-after--p\">On the occasion of the launch, The GovLab published a new \u003Ca href=\"https://opendatapolicylab.org/articles/building-a-knowledge-base-open-data-index/index.html\" data-href=\"https://opendatapolicylab.org/articles/building-a-knowledge-base-open-data-index/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Open Data Index\u003C/strong>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">. “For the last few years, The GovLab has curated and identified hundreds of\u003C/em>\u003Ca href=\"http://ogrx.org/categories/open-data.html\" data-href=\"http://ogrx.org/categories/open-data.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\"> studies\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\"> on the use and value of opening up data while conducting numerous detailed case studies seeking to understand what makes open data impactful. For the launch of the\u003C/em>\u003Ca href=\"https://opendatapolicylab.org/\" data-href=\"https://opendatapolicylab.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\"> Open Data Policy Lab\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">, we went through these studies again and selected 10 insights that have statistical and numerical evidence and estimates on the wide-ranging value of open data — with a particular focus on open government data.”\u003C/em>\u003C/p>\u003Cp name=\"2ef8\" id=\"2ef8\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/launch-the-responsible-data-for-chidlren-rd4c-toolkit-8f6b87e9626e\" data-href=\"https://medium.com/data-stewards-network/launch-the-responsible-data-for-chidlren-rd4c-toolkit-8f6b87e9626e\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The Responsible Data for Children (RD4C) Toolkit\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> and \u003C/strong>\u003Ca href=\"https://medium.com/data-stewards-network/launch-the-responsible-data-for-children-rd4c-case-studies-94fd5eabd2a0\" data-href=\"https://medium.com/data-stewards-network/launch-the-responsible-data-for-children-rd4c-case-studies-94fd5eabd2a0\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Case Studies\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"46d7\" id=\"46d7\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The RD4C Data Ecosystem Mapping Tool intends to help users to identify the systems generating data about children and the key components of those systems. After using this tool, users will be positioned to understand the breadth of data they generate and hold about children; assess data systems’ redundancies or gaps; identify opportunities for responsible data use; and achieve other insights.”\u003C/em>\u003C/p>\u003Cp name=\"e39e\" id=\"e39e\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The RD4C Case Studies analyze data systems deployed in diverse country environments, with a focus on their alignment with the RD4C Principles. This week’s release includes case studies arising from field missions to Romania, Kenya, and Afghanistan in 2019.”\u003C/em>\u003C/p>\u003Ch4 name=\"c31d\" id=\"c31d\" class=\"graf graf--h4 graf-after--p\">\u003Cstrong class=\"markup--strong markup--h4-strong\">March\u003C/strong>\u003C/h4>\u003Cfigure name=\"b7cc\" id=\"b7cc\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"0*r_vrm7GTIkeQHg2l\" data-width=\"700\" data-height=\"540\" src=\"https://cdn-images-1.medium.com/max/800/0*r_vrm7GTIkeQHg2l\">\u003C/figure>\u003Cp name=\"11b6\" id=\"11b6\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://arxiv.org/ftp/arxiv/papers/2003/2003.12347.pdf\" data-href=\"https://arxiv.org/ftp/arxiv/papers/2003/2003.12347.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Mobile phone data and COVID-19: Missing an opportunity?\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Stefaan Verhulst with Nuria Oliver et al.\u003C/strong>\u003C/p>\u003Cp name=\"591e\" id=\"591e\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“This paper describes how mobile phone data can guide government and public health authorities in determining the best course of action to control the COVID-19 pandemic and in assessing the effectiveness of control measures such as physical distancing. It identifies key gaps and reasons why this kind of data is only scarcely used, although their value in similar epidemics has proven in a number of use cases.”\u003C/em>\u003C/p>\u003Cp name=\"53d9\" id=\"53d9\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/a-call-for-action-813669f32244?source=collection_archive---------0-----------------------\" data-href=\"https://medium.com/data-stewards-network/a-call-for-action-813669f32244?source=collection_archive---------0-----------------------\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">#Data4Covid Call for Action\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"3c29\" id=\"3c29\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The undersigned concerned individuals, all of whom have worked responsibly to harness the potential of data to address critical societal and environmental challenges, call upon major stakeholders to take seven key actions to unleash the potential of #datacollaboration in addressing the ongoing COVID-19 pandemic and to improve preparedness for the future.”\u003C/em>\u003C/p>\u003Cp name=\"a7bf\" id=\"a7bf\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://list.data4covid19.org/\" data-href=\"https://list.data4covid19.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">#Data4COVID Living Repository\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"9786\" id=\"9786\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“A living repository for data collaboratives seeking to address the spread of COVID-19.”\u003C/em>\u003C/p>\u003Cp name=\"f859\" id=\"f859\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://docs.google.com/document/d/1BdSnXzCZ1Z7ovOrPue3O0osRUpiqTKlu8pwG9U4DwWw/edit\" data-href=\"https://docs.google.com/document/d/1BdSnXzCZ1Z7ovOrPue3O0osRUpiqTKlu8pwG9U4DwWw/edit\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">OECD–GovLab — Call for Evidence Use of Open Government Data in COVID-19 Outbreak\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"0ee5\" id=\"0ee5\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The OECD Digital Government and Data Unit and NYU’s The GovLab have issued this call for evidence on the release and use of Open Government Data (OGD) in response to the Covid-19 outbreak […] In the short run, this call for evidence will support knowledge sharing and easy access to relevant practices happening worldwide. In the long run, it will help us generate collective learning to assist governments in understanding and leveraging the data dimension of a crisis.”\u003C/em>\u003C/p>\u003Cp name=\"131c\" id=\"131c\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://www.thegovlab.org/static/files/publications/wanted-data-stewards.pdf\" data-href=\"https://www.thegovlab.org/static/files/publications/wanted-data-stewards.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Wanted: Data Stewards — Re-defining the roles and responsibilities of data stewards for an age of data collaboration\u003C/strong>\u003C/a> \u003Cstrong class=\"markup--strong markup--p-strong\">by Stefaan G. Verhulst, Andrew J. Zahuranec, Andrew Young, and Michelle Winowatan\u003C/strong>\u003C/p>\u003Cp name=\"c8ae\" id=\"c8ae\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“This paper is meant to inform the on-going exploration of how to enable systematic, sustainable, and responsible re-use of data through cross-sector data collaboration in the public interest (often called Data for Good). Data stewards build trust between organizations, agilely creating relationships between leaders from different sectors and backgrounds.”\u003C/em>\u003C/p>\u003Cp name=\"9213\" id=\"9213\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://theconversation.com/why-we-need-responsible-data-for-children-134052\" data-href=\"https://theconversation.com/why-we-need-responsible-data-for-children-134052\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Why we need responsible data for children\u003C/strong>\u003C/a> \u003Cstrong class=\"markup--strong markup--p-strong\">by Stefaan G. Verhulst and Andrew Young in \u003Cem class=\"markup--em markup--p-em\">The Conversation\u003C/em>\u003C/strong>\u003C/p>\u003Cp name=\"699a\" id=\"699a\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“Child rights organizations are using or exploring the use of a variety of data-driven technologies to bolster services provided to children, including biometrics, digital identity systems, remote-sensing technologies, mobile and social media messaging apps, and administrative data systems […] Given this increasingly datafied environment, and the emerging challenges involved in upholding the Convention on the Rights of the Child in our data age, there is a clear need to develop and disseminate responsible approaches for handling data for and about children.”\u003C/em>\u003C/p>\u003Cp name=\"5a7b\" id=\"5a7b\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://blog.thegovlab.org/post/designing-the-100-questions-for-nyc-panel-reflects-on-new-science-of-questioning-during-open-data-week\" data-href=\"https://blog.thegovlab.org/post/designing-the-100-questions-for-nyc-panel-reflects-on-new-science-of-questioning-during-open-data-week\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Designing the 100 Questions for NYC: Panel Reflects on New Science of Questioning During Open Data Week\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"2a3c\" id=\"2a3c\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“New Yorkers face many problems in their daily lives. Whether it’s public health or public transit, residents have many concerns about the place they call home. The question many policymakers face, then, is how to identify the most urgent issues for the public in an open, participatory manner and mobilize the resources needed to solve them. On Tuesday, March 3, 2020, The GovLab and\u003C/em>\u003Ca href=\"https://www.reaktor.com/\" data-href=\"https://www.reaktor.com/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\"> Reaktor\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\"> facilitated a discussion aimed at tackling this need.”\u003C/em>\u003C/p>\u003Ch4 name=\"69d9\" id=\"69d9\" class=\"graf graf--h4 graf-after--p\">\u003Cstrong class=\"markup--strong markup--h4-strong\">February\u003C/strong>\u003C/h4>\u003Cfigure name=\"0eac\" id=\"0eac\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"0*L_Rfyljm3MWqyICn\" data-width=\"1000\" data-height=\"511\" src=\"https://cdn-images-1.medium.com/max/800/0*L_Rfyljm3MWqyICn\">\u003C/figure>\u003Cp name=\"6e44\" id=\"6e44\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://www.project-syndicate.org/commentary/local-regulation-of-artificial-intelligence-uses-by-stefaan-g-verhulst-1-and-mona-sloane-2020-02?barrier=accesspaylog\" data-href=\"https://www.project-syndicate.org/commentary/local-regulation-of-artificial-intelligence-uses-by-stefaan-g-verhulst-1-and-mona-sloane-2020-02?barrier=accesspaylog\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Realizing the Potential of AI Localism\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Stefaan Verhulst and Mona Sloane\u003C/strong>\u003C/p>\u003Cp name=\"9101\" id=\"9101\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“With national innovation strategies focused primarily on achieving dominance in artificial intelligence, the problem of actually regulating AI applications has received less attention. Fortunately, cities and other local jurisdictions are picking up the baton and conducting policy experiments that will yield lessons for everyone.”\u003C/em>\u003C/p>\u003Cp name=\"b988\" id=\"b988\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://medium.com/data-stewards-network/responsible-data-for-children-rd4c-10-takeaways-from-the-literature-c73503651a39\" data-href=\"https://medium.com/data-stewards-network/responsible-data-for-children-rd4c-10-takeaways-from-the-literature-c73503651a39\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Responsible Data for Children (RD4C): 10 Takeaways from the Literature\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Andrew Young\u003C/strong>\u003C/p>\u003Cp name=\"6a49\" id=\"6a49\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“In this piece, we highlight 10 key takeaways from the Selected Readings on RD4C. Our review of the literature focused on policies, technical guidance, and other relevant documentation driving activity in the space. The review was ecosystem-wide, considering not only global policies uniquely focused on children’s data, but also documentation with any relevant guidance or lessons learned.”\u003C/em>\u003C/p>\u003Cp name=\"57b1\" id=\"57b1\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://future-of-work.the100questions.org/\" data-href=\"https://future-of-work.the100questions.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The 100 Questions: Future of Work Domain Launch\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"46a6\" id=\"46a6\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The Governance Lab (The GovLab) at NYU Tandon School of Engineering and the Bertelsmann Foundation have partnered to launch the “Future of Work” domain of The 100 Questions Initiative, an effort to identify the most important societal questions for which greater access to data and data science methods could find the answers.”\u003C/em>\u003C/p>\u003Ch4 name=\"9bdd\" id=\"9bdd\" class=\"graf graf--h4 graf-after--p\">\u003Cstrong class=\"markup--strong markup--h4-strong\">January\u003C/strong>\u003C/h4>\u003Cfigure name=\"f7ea\" id=\"f7ea\" class=\"graf graf--figure graf-after--h4\">\u003Cimg class=\"graf-image\" data-image-id=\"1*ZaBy8xf9ouFpzBtZpKY61A.png\" data-width=\"400\" data-height=\"533\" src=\"https://cdn-images-1.medium.com/max/800/1*ZaBy8xf9ouFpzBtZpKY61A.png\">\u003C/figure>\u003Cp name=\"d5e1\" id=\"d5e1\" class=\"graf graf--p graf-after--figure\">\u003Ca href=\"https://medium.com/data-stewards-network/data-collaborative-case-study-global-fishing-watch-8e92bc72fae6\" data-href=\"https://medium.com/data-stewards-network/data-collaborative-case-study-global-fishing-watch-8e92bc72fae6\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data Collaborative Case Study #1: Global Fishing Watch\u003C/strong>\u003C/a>\u003Cstrong class=\"markup--strong markup--p-strong\"> by Michelle Winowatan, Andrew Young, and Stefaan Verhulst\u003C/strong>\u003C/p>\u003Cp name=\"3572\" id=\"3572\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">This case study examines the Global Fishing Watch, originally set up through a collaboration between Oceana, SkyTruth and Google. It is an independent nonprofit organization dedicated to advancing responsible stewardship of our oceans through increased transparency in fishing activity and scientific research.\u003C/em>\u003C/p>\u003Cp name=\"0038\" id=\"0038\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://migration.the100questions.org/\" data-href=\"https://migration.the100questions.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">The 100 Questions: Migration Domain Voting\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"d364\" id=\"d364\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">“The Governance Lab at New York University Tandon School of Engineering and its partners released the most pressing questions on migration that could be answered leveraging data and data science and asked the public to prioritize the order in which resources should be applied. The questions were curated through an innovative process of sourcing “bilinguals” — individuals who have both subject matter and data expertise.”\u003C/em>\u003C/p>\u003Cp name=\"5553\" id=\"5553\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://www.cambridge.org/core/journals/data-and-policy/latest-issue?sort=titleSort%3Aasc&searchWithinIds=3555B26C32D5A8774BD517B4052CAAD8&productType=JOURNAL_ARTICLE&template=cambridge-core%2Fjournal%2Farticle-listings%2Flistings-wrapper&hideArticleJournalMetaData=true&displayNasaAds=false\" data-href=\"https://www.cambridge.org/core/journals/data-and-policy/latest-issue?sort=titleSort%3Aasc&searchWithinIds=3555B26C32D5A8774BD517B4052CAAD8&productType=JOURNAL_ARTICLE&template=cambridge-core%2Fjournal%2Farticle-listings%2Flistings-wrapper&hideArticleJournalMetaData=true&displayNasaAds=false\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cstrong class=\"markup--strong markup--p-strong\">Data & Policy Journal\u003C/strong>\u003C/a>\u003C/p>\u003Cp name=\"e872\" id=\"e872\" class=\"graf graf--p graf-after--p graf--trailing\">\u003Cem class=\"markup--em markup--p-em\">Data & Policy is a peer-reviewed, open access journal dedicated to the impact of data science on policy and governance. In Volume 2 (2020) of Data & Policy, 16 new entries were published — ranging from articles on \u003C/em>\u003Ca href=\"https://www.cambridge.org/core/journals/data-and-policy/article/data-protection-issues-in-crossborder-interoperability-of-electronic-health-record-systems-within-the-european-union/0B2DA4D11A8515E10E1F87EE23A1D37E\" data-href=\"https://www.cambridge.org/core/journals/data-and-policy/article/data-protection-issues-in-crossborder-interoperability-of-electronic-health-record-systems-within-the-european-union/0B2DA4D11A8515E10E1F87EE23A1D37E\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\">Data protection issues in cross-border interoperability of Electronic Health Record systems within the European Union\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\"> to \u003C/em>\u003Ca href=\"https://www.cambridge.org/core/journals/data-and-policy/article/data-governance-and-citizen-participation-in-the-digital-welfare-state/CCF2E1914C7E2D4593D550C6BC9E4C70\" data-href=\"https://www.cambridge.org/core/journals/data-and-policy/article/data-governance-and-citizen-participation-in-the-digital-welfare-state/CCF2E1914C7E2D4593D550C6BC9E4C70\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\">Data Governance and Citizen Participation in the Digital Welfare State.\u003C/em>\u003C/a>\u003C/p>\u003C/div>\u003C/div>\u003C/section>\n",{},"/blogposts/2020-in-review-what-weve-learned-about-data-driven-problem-solving-in-a-year-of-crises",{"title":40,"description":44},"2020-in-review-what-weve-learned-about-data-driven-problem-solving-in-a-year-of-crises","blogposts/2020-in-review-what-weve-learned-about-data-driven-problem-solving-in-a-year-of-crises","YNbMtZQrQdQ4bwgVPyFvCSH_PHKgTB3cIUiPfsH5AF8",[56,69,83,98,112,125,137,149,162,174,188,200,212,224,236,248,260,270,281,295,308,321,334,345,357,371,386,399,412,425,438,451,460,473,485,497,510,523,535,547,559,571,584,597,609,621,634,645,656,670,683,697,708,721,732,745,757,769,781,794,806,818,832,845,858,870,882,894,906,918,930,942,954,967,979,991,1005,1017,1029,1040,1054,1067,1081,1093,1106,1118,1130,1142,1154,1164,1176,1188,1200,1213,1225,1237,1252,1264,1276,1290,1302,1316,1330,1343,1356,1368,1381,1393,1405,1417,1429,1442,1454,1467,1478,1489,1503,1516,1528,1540,1552,1563,1575,1586],{"id":57,"title":58,"affiliation":34,"bio":59,"body":34,"category":60,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":61,"legacy":46,"linkedin":34,"meta":62,"name":58,"navigation":15,"path":64,"photo":34,"role":65,"seo":66,"stem":67,"topic":34,"website":34,"__hash__":68},"faculty/faculty/adam-zable.json","Adam Zable","Adam Zable is a Research Fellow at the GovLab. His work and research interests focus on the intersection of emerging technologies, data governance, and democracy. In his previous role as the Director of Emerging Technologies at the Digital Trade and Data Governance Hub, he spearheaded the development of the Global Data Governance Mapping Project, assessing national-level data governance efforts across the globe, and organized conferences on the international policy implications of extended reality and on data governance in the age of generative AI. He holds a Master of Public Policy from the Willy Brandt School of Public Policy and resides in Freiburg, Germany.","author","https://cms.thegovlab.com/assets/1646f23a-0139-43d8-b0b2-51a455000728",{"slug":63},"adam-zable","/faculty/adam-zable","Research Fellow",{},"faculty/adam-zable","5bR3wydz1eXMWjD7PSD8j4im9GZM7_x4k8iz5TN85Dw",{"id":70,"title":71,"affiliation":34,"bio":72,"body":34,"category":73,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":74,"legacy":15,"linkedin":75,"meta":76,"name":71,"navigation":15,"path":78,"photo":34,"role":79,"seo":80,"stem":81,"topic":34,"website":34,"__hash__":82},"faculty/faculty/adrienne-schmoeker.json","Adrienne Schmoeker","Adrienne Schmoeker is the former Deputy Chief Analytics Officer for the City of New York. During her tenure with the City of New York she led the team at the NYC Mayor's Office of Data Analytics, grew the NYC Open Data Program, co-founded NYC Open Data Week and was part of the founding team in the inaugural NYC CTO's Office. Prior to working for New York City government Adrienne led new market expansion and the development of the enterprise business for the social-impact company Catchafire. Adrienne is currently advising urban technology startups, helping design new data programs and advising on government technology programs working to close the digital divide.","instructor","https://cms.thegovlab.com/assets/d359af3c-47d4-4da8-a3b1-acc521906ceb","https://www.linkedin.com/in/schmoeker/",{"slug":77},"adrienne-schmoeker","/faculty/adrienne-schmoeker","Course Advisor",{},"faculty/adrienne-schmoeker","z_7IPuXoKOHDOgpFTsSqBY_T1QYYDk0kAWowjYGC3ow",{"id":84,"title":85,"affiliation":86,"bio":34,"body":34,"category":87,"cohort":88,"description":34,"expertise":34,"extension":45,"headshot":34,"image":89,"legacy":46,"linkedin":90,"meta":91,"name":85,"navigation":15,"path":93,"photo":34,"role":34,"seo":94,"stem":95,"topic":96,"website":34,"__hash__":97},"faculty/faculty/alex-hutchison.json","Alex Hutchison","Forr Data","guest-faculty","DS Berlin 2024, DS Berlin 2025","https://cms.thegovlab.com/assets/6c6e0f38-0cae-48d9-9c3d-acea65f0eb5c","https://www.linkedin.com/in/alex-hutchison-62517412/",{"slug":92},"alex-hutchison","/faculty/alex-hutchison",{},"faculty/alex-hutchison","Impact Measurement & Work of Data for Children Collaborative","Q6zJ9wxOc_kYKt4uhkMYd9u3Ptug0EKTJWUmU75-NX4",{"id":99,"title":100,"affiliation":101,"bio":34,"body":34,"category":87,"cohort":102,"description":34,"expertise":34,"extension":45,"headshot":34,"image":103,"legacy":15,"linkedin":104,"meta":105,"name":100,"navigation":15,"path":107,"photo":34,"role":34,"seo":108,"stem":109,"topic":110,"website":34,"__hash__":111},"faculty/faculty/alex-pompe.json","Alex Pompe","Freelancer, Open Mapping and Nature Photography","DS Turin 2024","https://cms.thegovlab.com/assets/049e41fa-e266-495e-80e1-0096c00bca85","https://www.linkedin.com/in/alexpompe/",{"slug":106},"alex-pompe","/faculty/alex-pompe",{},"faculty/alex-pompe","Data powered collaborations for social good & Meta's Data for Good Work","NxXESqPg21h7BH-7afZnYJ00dZxFvjnMPJZFkxAyNPY",{"id":113,"title":114,"affiliation":115,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":117,"legacy":15,"linkedin":118,"meta":119,"name":114,"navigation":15,"path":121,"photo":34,"role":34,"seo":122,"stem":123,"topic":34,"website":34,"__hash__":124},"faculty/faculty/alison-paprica.json","Alison Paprica","University of Toronto","DS Academy 2020-2022","https://cms.thegovlab.com/assets/22da179a-53e4-4752-aa1a-1f70bb07ffaa","https://www.linkedin.com/in/p-alison-paprica-4468326/",{"slug":120},"alison-paprica","/faculty/alison-paprica",{},"faculty/alison-paprica","GdVZUxEJDplSSVWpxCQFaDliddUXHhtXXbk2BbtBQeA",{"id":126,"title":127,"affiliation":128,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":129,"legacy":15,"linkedin":130,"meta":131,"name":127,"navigation":15,"path":133,"photo":34,"role":34,"seo":134,"stem":135,"topic":34,"website":34,"__hash__":136},"faculty/faculty/amen-ra-mashariki.json","Amen Ra Mashariki","Bezos Earth 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America","https://cms.thegovlab.com/assets/b5553bc1-fcf2-4012-b359-3e6d08b95202","https://www.linkedin.com/in/lcoral/",{"slug":974},"lilian-coral","/faculty/lilian-coral",{},"faculty/lilian-coral","PFVGbRvqYy1KzELxWJoua5jrbJnMNUzlngzC92NPKF4",{"id":980,"title":981,"affiliation":982,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":983,"legacy":15,"linkedin":984,"meta":985,"name":981,"navigation":15,"path":987,"photo":34,"role":34,"seo":988,"stem":989,"topic":34,"website":34,"__hash__":990},"faculty/faculty/lisa-moretti.json","Lisa Moretti","Freelance, Digital Sociologist","https://cms.thegovlab.com/assets/2ee04896-2db7-436c-b2b8-1de20e12c578","https://www.linkedin.com/in/lisataliamoretti/",{"slug":986},"lisa-moretti","/faculty/lisa-moretti",{},"faculty/lisa-moretti","EV8XLcbAFAoKtBzuzfT85iXeQ49CT2LH-2tTPcZln8I",{"id":992,"title":993,"affiliation":994,"bio":34,"body":34,"category":87,"cohort":995,"description":34,"expertise":34,"extension":45,"headshot":34,"image":996,"legacy":15,"linkedin":997,"meta":998,"name":993,"navigation":15,"path":1000,"photo":34,"role":34,"seo":1001,"stem":1002,"topic":1003,"website":34,"__hash__":1004},"faculty/faculty/ludovica-paseri.json","Ludovica Paseri","University of Turin","DS Turin 2024, DS Milan 2026","https://cms.thegovlab.com/assets/f7c1cd4c-45fe-44b5-8d73-7ba5b03f394d","https://www.linkedin.com/in/ludovica-paseri-616880149/",{"slug":999},"ludovica-paseri","/faculty/ludovica-paseri",{},"faculty/ludovica-paseri","Legal Implications to Data 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Innovation","https://cms.thegovlab.com/assets/453663e1-2ae9-4767-b18d-40c689edd62f","https://www.linkedin.com/in/lynn-overmann-325bb432/",{"slug":1012},"lynn-overmann","/faculty/lynn-overmann",{},"faculty/lynn-overmann","T_4VBcHNBpT91i3OLMPlturz60ufyjOayd4Wu5Y0s5E",{"id":1018,"title":1019,"affiliation":1020,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1021,"legacy":15,"linkedin":1022,"meta":1023,"name":1019,"navigation":15,"path":1025,"photo":34,"role":34,"seo":1026,"stem":1027,"topic":34,"website":34,"__hash__":1028},"faculty/faculty/marc-lepage.json","Marc Lepage","Asian Development Bank","https://cms.thegovlab.com/assets/0b25f882-fdb8-4cc3-bbf2-5d7a9f174c7a","https://www.linkedin.com/in/mlepage/",{"slug":1024},"marc-lepage","/faculty/marc-lepage",{},"faculty/marc-lepage","JCDw1BHIBhdOfzo1coSP7TDfQgIgSwdNw8P2txPefxY",{"id":1030,"title":1031,"affiliation":574,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1032,"legacy":15,"linkedin":1033,"meta":1034,"name":1031,"navigation":15,"path":1036,"photo":34,"role":34,"seo":1037,"stem":1038,"topic":34,"website":34,"__hash__":1039},"faculty/faculty/marcus-bartley-johns.json","Marcus Bartley Johns","https://cms.thegovlab.com/assets/a36a2963-d9c0-4f73-a66c-ca96ae2dad3e","https://www.linkedin.com/in/marcus-bartley-johns-57a84422/",{"slug":1035},"marcus-bartley-johns","/faculty/marcus-bartley-johns",{},"faculty/marcus-bartley-johns","6ezX8H4I7u6nV0D1iKncL_l-M-af7CYPz9NXFU1iaAk",{"id":1041,"title":1042,"affiliation":1043,"bio":34,"body":34,"category":87,"cohort":660,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1044,"legacy":46,"linkedin":1045,"meta":1046,"name":1048,"navigation":15,"path":1049,"photo":34,"role":34,"seo":1050,"stem":1051,"topic":1052,"website":34,"__hash__":1053},"faculty/faculty/martin-pompery.json","Martin Pompery","SINE Foundation","https://cms.thegovlab.com/assets/ed8cc1b5-1ca9-4bfa-9ae2-e954ddf739b6","https://www.linkedin.com/in/pompery/",{"slug":1047},"martin-pompery","Martin Pompéry","/faculty/martin-pompery",{},"faculty/martin-pompery","Data Commons (Governance and Technical Infrastructure)","tjuo0EubXDpXzFAIg_QIbXCZltPEmfV5O6BB2OiGxgk",{"id":1055,"title":1056,"affiliation":34,"bio":1057,"body":34,"category":60,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1058,"legacy":46,"linkedin":1059,"meta":1060,"name":1062,"navigation":15,"path":1063,"photo":34,"role":34,"seo":1064,"stem":1065,"topic":34,"website":34,"__hash__":1066},"faculty/faculty/martin-stewart-weeks.json","Martin Stewart Weeks","\u003Cp>A strategic thinker, organisational consultant, policy analyst, facilitator and writer, Martin’s work draws on over 35 years’ experience spanning government, the “for purpose” or social sector and the corporate sector.\u003C/p>\n\u003Cp>As well as his own advisory and research work, Martin has also been a senior advisor to Deloitte’s public sector team in Australia and with The Impact Assembly as part of PwC’s social impact practice.\u003C/p>\n\u003Cp>He is an ANZSOG Practice Fellow for Digital Government Strategy and Leadership and the founder and principal of Public Purpose Pty Ltd, working at the intersection of public policy, strategy, leadership and technology. He has led the development of new programs exploring the public leadership implications of digital, data and AI, including the role of ethics and ethical frameworks for public leaders. He co-directs ANZSOG’s Deputies Leadership Program with Kathryn Anderson, that integrates a significant focus on the evolution of leadership responses to the opportunities and risks of digital, data and AI capabilities and platforms.\u003C/p>\n\u003Cp>From 2001 to 2013, Martin led the Asia-Pacific public sector consulting and innovation team in Cisco’s Internet Business Solutions Group (IBSG). He led strategy and design work on digital transformation and public policy and public sector reform projects in government, education, health, human services and urbanisation in India, China, South-East Asia, Australia and New Zealand.\u003C/p>\n\u003Cp>Prior to his role in Cisco, Martin held various policy and management roles in the federal public sector, including Chief of Staff to a Minister in the Federal Government, a federal public servant (Communications, Sport, Recreation and Tourism) and as a research and strategy lead in the Office of Strategic Planning in the NSW Cabinet Office. For the past three years, and again in 2026, he has been a Learning Guide and facilities for the NSW Leadership Academy (Band 1 and Band 2 senior executives).\u003C/p>\n\u003Cp>He chaired the former NSW Digital Government Advisory Panel and the Expert Advisory Group for the Welfare Payments Infrastructure Transformation program (WPIT) for the former federal Department of Human Services (now Services Australia).\u003C/p>\n\u003Cp>He was a member of the Government 2.0 Task Force established by Federal Minister for Finance, Lindsay Tanner, in 2009. In 2017, Martin was one of 3 members of a review for the NSW Government, chaired by former NSW Premier Nick Greiner AC, of regulatory policy and strategy across the State.\u003C/p>\n\u003Cp>He was an inaugural member of the NSW AI Advisory Group which crafted the early versions of what has now become the NSW AI Assurance Framework which is also being adapted as a national AI assurance framework.\u003C/p>\n\u003Cp>Martin writes and speaks extensively on government, service design, digital transformation, the impact of AI in government and on public leadership for the digital age as well as on different dimensions of policy reform. Together with former Finance Minister Lindsay Tanner, he wrote Changing Shape: Institutions for a Digital Age (Longueville Press, February 2014).\u003C/p>\n\u003Cp>He is also co-author with Simon Cooper of (Are We There Yet? Digital Transformation of Government and the Public Sector in Australia (Longueville Press, July 2019).\u003C/p>\n\u003Cp>Martin holds an Honours degree in English from the University of York, a Masters degree in Social Science and Policy from the University of New South Wales as well as graduate qualifications in applied economics from what is now the University of Canberra.\u003C/p>","https://cms.thegovlab.com/assets/ae57bd4e-ccca-4e57-90ae-ccdea38ab424","https://www.linkedin.com/in/msweeks/",{"slug":1061},"martin-stewart-weeks","Martin Stewart-Weeks","/faculty/martin-stewart-weeks",{},"faculty/martin-stewart-weeks","nuHbo3Pfrch0Q_uq8-nDe3bEo8ZnLVP1A8Psh91GOYc",{"id":1068,"title":1069,"affiliation":1070,"bio":34,"body":34,"category":87,"cohort":88,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1071,"legacy":46,"linkedin":1072,"meta":1073,"name":1075,"navigation":15,"path":1076,"photo":34,"role":34,"seo":1077,"stem":1078,"topic":1079,"website":34,"__hash__":1080},"faculty/faculty/martin-wahlisch.json","Martin Wahlisch","University of Birmingham","https://cms.thegovlab.com/assets/7615dae2-797a-4f6f-9597-c7c7ed0e8b92","https://www.linkedin.com/in/martinwaehlisch/",{"slug":1074},"martin-wahlisch","Martin Wählisch","/faculty/martin-wahlisch",{},"faculty/martin-wahlisch","Institutionalizing Data Stewardship, data hubs and digital transformation of public organizations","cZUQPYrsyAC_ng4hHzqnYTmfJC5j8FWC-2Zq7Uc4moc",{"id":1082,"title":1083,"affiliation":1084,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1085,"legacy":15,"linkedin":1086,"meta":1087,"name":1083,"navigation":15,"path":1089,"photo":34,"role":34,"seo":1090,"stem":1091,"topic":34,"website":34,"__hash__":1092},"faculty/faculty/michael-khoo.json","Michael Khoo","Asia Travel Tech, Digital Platforms Industry Associations","https://cms.thegovlab.com/assets/2fd51780-b7e0-4f6a-9479-ee706f588580","https://www.linkedin.com/in/michael-khoo-/",{"slug":1088},"michael-khoo","/faculty/michael-khoo",{},"faculty/michael-khoo","vRl_-AO0A8xraN5t_Y_XgR1EMzL-G9WpJKI9LRhnKSM",{"id":1094,"title":1095,"affiliation":1096,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1097,"legacy":15,"linkedin":1098,"meta":1099,"name":1101,"navigation":15,"path":1102,"photo":34,"role":34,"seo":1103,"stem":1104,"topic":34,"website":34,"__hash__":1105},"faculty/faculty/michael-p-canares.json","Michael P Canares","Australian Department of Foreign Affairs and Trade","https://cms.thegovlab.com/assets/67c98b20-e643-4314-8e6c-3fb94387560e","https://www.linkedin.com/in/michaelcanares/",{"slug":1100},"michael-p-canares","Michael P. Cañares","/faculty/michael-p-canares",{},"faculty/michael-p-canares","6BbSAcLd0R0TuJaYMZ_bcmUHcwp5VrQCMy2iTB6QXlU",{"id":1107,"title":1108,"affiliation":34,"bio":1109,"body":34,"category":60,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1110,"legacy":46,"linkedin":34,"meta":1111,"name":1108,"navigation":15,"path":1113,"photo":34,"role":1114,"seo":1115,"stem":1116,"topic":34,"website":34,"__hash__":1117},"faculty/faculty/michelle-winowatan.json","Michelle Winowatan","Michelle Winowatan is a Research Assistant at The GovLab, where she focuses on exploring the ways data and collaboration can improve policymaking. Previously, she has worked at several international nonprofit organizations, such as Search for Common Ground and Human Rights Watch, implementing projects that focused on conflict and human rights issues. She is a Fulbright awardee, through which she obtained her MPA in Public and Nonprofit Management and Policy from New York University. She also has a BA in International Relations from Universitas Pelita Harapan, in Indonesia.","https://cms.thegovlab.com/assets/3b47fcf8-abb4-4ef9-b85f-3ce0f73497e3",{"slug":1112},"michelle-winowatan","/faculty/michelle-winowatan","Research Assistant",{},"faculty/michelle-winowatan","ntoprYtYdb69qzeOoDH0OIZRyYocJVD0uWd0qtFkRIA",{"id":1119,"title":1120,"affiliation":1121,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1122,"legacy":15,"linkedin":1123,"meta":1124,"name":1120,"navigation":15,"path":1126,"photo":34,"role":34,"seo":1127,"stem":1128,"topic":34,"website":34,"__hash__":1129},"faculty/faculty/natalia-adler.json","Natalia Adler","Mitiga Solutions","https://cms.thegovlab.com/assets/57496f31-6ebb-41af-8fd7-eb98ff828199","https://www.linkedin.com/in/nataliaadler/",{"slug":1125},"natalia-adler","/faculty/natalia-adler",{},"faculty/natalia-adler","x3XYVJctiWzq4vPbSnpRVYZqJf4wJGw9XvT1lhOUHyk",{"id":1131,"title":1132,"affiliation":1133,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1134,"legacy":15,"linkedin":1135,"meta":1136,"name":1132,"navigation":15,"path":1138,"photo":34,"role":34,"seo":1139,"stem":1140,"topic":34,"website":34,"__hash__":1141},"faculty/faculty/natalia-carfi.json","Natalia Carfi","Open Data Charter","https://cms.thegovlab.com/assets/bd0e0761-0de4-45cd-a475-bd0ee12a36d9","https://www.linkedin.com/in/natalia-carfi-8683029/",{"slug":1137},"natalia-carfi","/faculty/natalia-carfi",{},"faculty/natalia-carfi","DWP3TEtP8jvPaTnVAcRhfUa81L0oknuD_Ov4ueMyB0s",{"id":1143,"title":1144,"affiliation":1145,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1146,"legacy":15,"linkedin":1147,"meta":1148,"name":1144,"navigation":15,"path":1150,"photo":34,"role":34,"seo":1151,"stem":1152,"topic":34,"website":34,"__hash__":1153},"faculty/faculty/natalia-domagala.json","Natalia Domagala","Freelance, AI Strategy, Ethics & Transparency","https://cms.thegovlab.com/assets/0702cbe7-3553-436c-b8cf-11c79af4cfe0","https://www.linkedin.com/in/nadomagala/",{"slug":1149},"natalia-domagala","/faculty/natalia-domagala",{},"faculty/natalia-domagala","z4UoxPAvcyt_19R6WsXAwqQ8KG3FlKWI1Df9ceQ2OAk",{"id":1155,"title":1156,"affiliation":34,"bio":34,"body":34,"category":60,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":34,"legacy":46,"linkedin":34,"meta":1157,"name":1159,"navigation":15,"path":1160,"photo":34,"role":34,"seo":1161,"stem":1162,"topic":34,"website":34,"__hash__":1163},"faculty/faculty/natalia-gonzalez-alarcon.json","Natalia Gonzalez Alarcon",{"slug":1158},"natalia-gonzalez-alarcon","Natalia González Alarcón","/faculty/natalia-gonzalez-alarcon",{},"faculty/natalia-gonzalez-alarcon","5_O4v0eHO9xJcxtyU5BUk1_2r3V-ybOjkdqGq_DXddQ",{"id":1165,"title":1166,"affiliation":1167,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1168,"legacy":15,"linkedin":1169,"meta":1170,"name":1166,"navigation":15,"path":1172,"photo":34,"role":34,"seo":1173,"stem":1174,"topic":34,"website":34,"__hash__":1175},"faculty/faculty/nick-hart.json","Nick Hart","Data Foundation","https://cms.thegovlab.com/assets/3112fb04-06e4-4c67-89ba-ba1344d58bfd","https://www.linkedin.com/in/nickrhart/",{"slug":1171},"nick-hart","/faculty/nick-hart",{},"faculty/nick-hart","nr_yHL5OvAPmgt58TYw04NVjf19AvCLixDQ-ZMwuRko",{"id":1177,"title":1178,"affiliation":1179,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1180,"legacy":15,"linkedin":1181,"meta":1182,"name":1178,"navigation":15,"path":1184,"photo":34,"role":34,"seo":1185,"stem":1186,"topic":34,"website":34,"__hash__":1187},"faculty/faculty/nicolas-schifano.json","Nicolas Schifano","Fastcatalog.ai","https://cms.thegovlab.com/assets/833ce985-df9a-44d7-9066-0b1e1c7777d9","https://www.linkedin.com/in/schifano/",{"slug":1183},"nicolas-schifano","/faculty/nicolas-schifano",{},"faculty/nicolas-schifano","4rKkBJGscyHEf8wdKvX5iTd--IdVRMqrSf7EtvF_M6g",{"id":1189,"title":1190,"affiliation":1191,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1192,"legacy":15,"linkedin":1193,"meta":1194,"name":1190,"navigation":15,"path":1196,"photo":34,"role":34,"seo":1197,"stem":1198,"topic":34,"website":34,"__hash__":1199},"faculty/faculty/nigel-jacob.json","Nigel Jacob","Barr Foundation","https://cms.thegovlab.com/assets/fecfd38e-9969-4fcf-b16e-06041d6aeaf6","https://www.linkedin.com/in/nsjacob/",{"slug":1195},"nigel-jacob","/faculty/nigel-jacob",{},"faculty/nigel-jacob","2p7Bz3gycQDE6ffGBxPzAkMwBrWHVA5ZrOR6huMWsIs",{"id":1201,"title":1202,"affiliation":1203,"bio":34,"body":34,"category":87,"cohort":375,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1204,"legacy":46,"linkedin":1205,"meta":1206,"name":1202,"navigation":15,"path":1208,"photo":34,"role":34,"seo":1209,"stem":1210,"topic":1211,"website":34,"__hash__":1212},"faculty/faculty/oksana-riba-grognuz.json","Oksana Riba Grognuz","Swiss Data Science Center","https://cms.thegovlab.com/assets/495267c3-3d55-4af6-ad6a-febd9d5af866","https://www.linkedin.com/in/oksana80/",{"slug":1207},"oksana-riba-grognuz","/faculty/oksana-riba-grognuz",{},"faculty/oksana-riba-grognuz","Creating a Loop for Sharing and Reuse of Processed Data (\"Data Products\")","vCN9ptAja28aOGuJB1BVKp9zxT4VSmIZx-ZtON_As4Y",{"id":1214,"title":1215,"affiliation":1216,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1217,"legacy":15,"linkedin":1218,"meta":1219,"name":1215,"navigation":15,"path":1221,"photo":34,"role":34,"seo":1222,"stem":1223,"topic":34,"website":34,"__hash__":1224},"faculty/faculty/paul-ko.json","Paul Ko","Grammarly","https://cms.thegovlab.com/assets/36f4d186-588e-4f9e-80b6-f1da1aae6e5d","https://www.linkedin.com/in/paulhko/",{"slug":1220},"paul-ko","/faculty/paul-ko",{},"faculty/paul-ko","xQQ0r2in4ZYZPu4O9cD4VvGB4veSoNYrx0eo5AZTaCk",{"id":1226,"title":1227,"affiliation":34,"bio":1228,"body":34,"category":73,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1229,"legacy":46,"linkedin":1230,"meta":1231,"name":1227,"navigation":15,"path":1233,"photo":34,"role":184,"seo":1234,"stem":1235,"topic":34,"website":34,"__hash__":1236},"faculty/faculty/paulina-behluli.json","Paulina Behluli","\u003Cp>Paulina is a Program Manager at the Data Tank in charge of the data stewardship program. She is a digital governance specialist, specifically, public sector innovation & transformation. At the Data Tank, she leads the Data Stewardship Program focusing on Data Stewards Bootcamps for senior executives across Europe. Paulina is also involved in fundraising and partnership building. In parallel, Paulina has supported in building the She Shapes AI initiative as a volunteer, and additionally served as an Expert Reviewer. She holds a Master’s Degree in Public Policy from the Hertie School in Berlin. Prior to joining The Data Tank, Ms Behluli has managed several projects at Open Data Kosovo - a Forbes 30 under 30 listed organization. She has led Kosovo’s membership in the Open Government Partnership leading a close collaboration with the Office of the Prime Minister. Ms Behluli has co-authored two reports measuring the openness and transparency of the Kosovo Parliament and the Office of the Prime Minister. She was also engaged in the Global Data Barometer study, where Open Data Kosovo acted as a regional hub responsible for monitoring data usage for public good in Kosovo and Albania. In Berlin, she worked for the Berlin Innovation Agency helping startups accelerate tech for social good. She also served as a student advisory board member at the Center for Digital Governance of the Hertie School for 2 consecutive academic years.\u003C/p>","https://cms.thegovlab.com/assets/92b175dd-c3ad-40bb-b67d-1bc77c854f4a","https://www.linkedin.com/in/paulinabehluli/",{"slug":1232},"paulina-behluli","/faculty/paulina-behluli",{},"faculty/paulina-behluli","KzMq7h-4JXW4j4bYqqTkIXwnl5QhtGb3qLT3UDEYy8Q",{"id":1238,"title":1239,"affiliation":1240,"bio":34,"body":34,"category":87,"cohort":1241,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1242,"legacy":46,"linkedin":1243,"meta":1244,"name":1246,"navigation":15,"path":1247,"photo":34,"role":34,"seo":1248,"stem":1249,"topic":1250,"website":34,"__hash__":1251},"faculty/faculty/peter-bjoern-larsen.json","Peter Bjoern Larsen","Smart City Insights","DS Turin 2024, DS Berlin 2025","https://cms.thegovlab.com/assets/635b6215-76f6-4db0-bd1b-05f209453bec","https://www.linkedin.com/in/peter-bj%C3%B8rn/",{"slug":1245},"peter-bjoern-larsen","Peter Bjørn Larsen","/faculty/peter-bjoern-larsen",{},"faculty/peter-bjoern-larsen","Local data collaboratives for developing new data products and encourage more re-use of data in urban development","Lp-yGgDtRiumjQDA7V0pCK9eKgypPaVB_AQ2vCJurf4",{"id":1253,"title":1254,"affiliation":1255,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1256,"legacy":15,"linkedin":1257,"meta":1258,"name":1254,"navigation":15,"path":1260,"photo":34,"role":34,"seo":1261,"stem":1262,"topic":34,"website":34,"__hash__":1263},"faculty/faculty/peter-lovelock.json","Peter Lovelock","Access Partnership","https://cms.thegovlab.com/assets/4a42ed27-8592-4d51-8dc4-7c06676d11e8","https://www.linkedin.com/in/peter-lovelock-24b234/",{"slug":1259},"peter-lovelock","/faculty/peter-lovelock",{},"faculty/peter-lovelock","T-0rMxQjEpVL0gBDJT3nu7rEeXXiZmVcF30aB_OECzk",{"id":1265,"title":1266,"affiliation":1267,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1268,"legacy":15,"linkedin":1269,"meta":1270,"name":1266,"navigation":15,"path":1272,"photo":34,"role":34,"seo":1273,"stem":1274,"topic":34,"website":34,"__hash__":1275},"faculty/faculty/peter-rabley.json","Peter Rabley","The Open Geospatial Consortium","https://cms.thegovlab.com/assets/f7df3113-939b-4ec7-b527-f50622634e74","https://www.linkedin.com/in/peterrabley/",{"slug":1271},"peter-rabley","/faculty/peter-rabley",{},"faculty/peter-rabley","DJ0hn_3mdyNHFgwu8wiVLPcziiRfljHClrWpRzW-3J4",{"id":1277,"title":1278,"affiliation":1279,"bio":34,"body":34,"category":87,"cohort":375,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1280,"legacy":46,"linkedin":1281,"meta":1282,"name":1284,"navigation":15,"path":1285,"photo":34,"role":34,"seo":1286,"stem":1287,"topic":1288,"website":34,"__hash__":1289},"faculty/faculty/petra-keller-gueguen.json","Petra Keller Gueguen","Federal Statistical Office FSO","https://cms.thegovlab.com/assets/13164688-806d-4e0f-ad7e-2a3ceb3e4c86","https://www.linkedin.com/in/petra-keller-gu%C3%A9guen-1b58264a/",{"slug":1283},"petra-keller-gueguen","Petra Keller Guéguen","/faculty/petra-keller-gueguen",{},"faculty/petra-keller-gueguen","Agriculture and voting results: 2 use cases for successful data stewardship","Urak9ekI5LPju5tXbCLNHMy4FFgSvEZjhMxaGoK48U4",{"id":1291,"title":1292,"affiliation":1293,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1294,"legacy":15,"linkedin":1295,"meta":1296,"name":1292,"navigation":15,"path":1298,"photo":34,"role":34,"seo":1299,"stem":1300,"topic":34,"website":34,"__hash__":1301},"faculty/faculty/pieter-de-leenheer.json","Pieter De Leenheer","DNAnexus, Collibra","https://cms.thegovlab.com/assets/4b3efc00-c8b9-4f27-9bc4-b5aa3bc7b28d","https://www.linkedin.com/in/pieterdeleenheer/",{"slug":1297},"pieter-de-leenheer","/faculty/pieter-de-leenheer",{},"faculty/pieter-de-leenheer","nAiKM_c4vT7YgMB6xtyozZ0sSP1dSe2FBYyadFwzBYI",{"id":1303,"title":1304,"affiliation":1305,"bio":34,"body":34,"category":87,"cohort":361,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1306,"legacy":46,"linkedin":1307,"meta":1308,"name":1310,"navigation":15,"path":1311,"photo":34,"role":34,"seo":1312,"stem":1313,"topic":1314,"website":34,"__hash__":1315},"faculty/faculty/prof-dr-maximilian-von-grafenstein.json","Prof Dr Maximilian Von Grafenstein","Humboldt Institute for Internet and Society (HIIG)","https://cms.thegovlab.com/assets/199a4fc2-a59e-40cd-9129-e1c500724065","https://www.linkedin.com/in/max-von-grafenstein-208a8632/",{"slug":1309},"prof-dr-maximilian-von-grafenstein","Prof. Dr. Maximilian von Grafenstein","/faculty/prof-dr-maximilian-von-grafenstein",{},"faculty/prof-dr-maximilian-von-grafenstein","Regulatory component to data sharing & pre-conditions for data governance and re-use","yw8vqvESuFtOZy5-U5JYfG2vp-D9avyR5X8pvXyC7s8",{"id":1317,"title":1318,"affiliation":1319,"bio":34,"body":34,"category":87,"cohort":361,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1320,"legacy":46,"linkedin":1321,"meta":1322,"name":1324,"navigation":15,"path":1325,"photo":34,"role":34,"seo":1326,"stem":1327,"topic":1328,"website":34,"__hash__":1329},"faculty/faculty/prof-ingmar-weber.json","Prof Ingmar Weber","University of Saarland","https://cms.thegovlab.com/assets/955b4d7d-da9f-45df-b55b-343053d0b05d","https://www.linkedin.com/in/ingmarweber/",{"slug":1323},"prof-ingmar-weber","Prof. Ingmar Weber","/faculty/prof-ingmar-weber",{},"faculty/prof-ingmar-weber","Computing for Society/Social Good","ePpzAhfnIE9mCjxcBmbJGDxpIVRb0-hToWFYEWasY5s",{"id":1331,"title":1332,"affiliation":34,"bio":1333,"body":34,"category":60,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1334,"legacy":46,"linkedin":1335,"meta":1336,"name":1338,"navigation":15,"path":1339,"photo":34,"role":34,"seo":1340,"stem":1341,"topic":34,"website":34,"__hash__":1342},"faculty/faculty/professor-brian-head-fassa.json","Professor Brian Head Fassa","\u003Cp>Professor Brian Head is a leading authority on public policy and governance, with extensive experience working across government, universities and the non-government sector. He is currently the President of the Scientific Advisory Committee for the UNESCO social sciences program and is a Fellow of the Academy of the Social Sciences in Australia.\u003C/p>\n\u003Cp>His work focuses on evidence-informed policy, policy expertise and complex or ‘wicked’ problems, with a long-standing commitment to bridging research, policy and practice. Professor Head has advised state and federal governments, contributed to major policy reviews, and delivered keynote addresses at national and international forums, including those organised by the OECD.\u003C/p>","https://cms.thegovlab.com/assets/78d98826-ff3d-4072-8992-ae5ec530b99c","https://www.linkedin.com/in/brian-head-377b7b15/",{"slug":1337},"professor-brian-head-fassa","Professor Brian Head FASSA","/faculty/professor-brian-head-fassa",{},"faculty/professor-brian-head-fassa","ISkmG6eQk4OVvOmFtV0GLkG0lVzQklOWBOHA0Rio7h8",{"id":1344,"title":1345,"affiliation":34,"bio":1346,"body":34,"category":60,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1347,"legacy":46,"linkedin":1348,"meta":1349,"name":1351,"navigation":15,"path":1352,"photo":34,"role":34,"seo":1353,"stem":1354,"topic":34,"website":34,"__hash__":1355},"faculty/faculty/professor-tahu-kukutai-phd-frsnz.json","Professor Tahu Kukutai Phd Frsnz","\u003Cp>Tahu Kukutai is Professor of Demography at Te Ngira Institute for Population Research and Co-Director of Ngā Pae o te Māramatanga Centre of Research Excellence. Tahu specialises in Māori and Indigenous demography and data sovereignty and has received a number of awards for her contribution to these fields. Her recent publications include \u003Cu>\u003Ca href=\"https://press.anu.edu.au/publications/series/caepr/indigenous-data-sovereignty\" target=\"_blank\" rel=\"noopener\">Indigenous data sovereignty: Toward an agenda\u003C/a>\u003C/u> (ANU Press), \u003Cu>\u003Ca href=\"https://www.taylorfrancis.com/books/oa-edit/10.4324/9780429273957/indigenous-data-sovereignty-policy-maggie-walter-tahu-kukutai-stephanie-russo-carroll-desi-rodriguez-lonebear\" target=\"_blank\" rel=\"noopener\">Indigenous data sovereignty and policy\u003C/a>\u003C/u> (Routledge), The \u003Cu>\u003Ca href=\"https://academic.oup.com/edited-volume/37077\">Oxford handbook of Indigenous sociology\u003C/a>\u003C/u> (Oxford), \u003Cu>\u003Ca href=\"https://www.routledge.com/Indigenous-Statistics-A-Quantitative-Research-Methodology/Walter-Andersen-Kukutai-Gabel/p/book/9781032002507?srsltid=AfmBOoqPLZnF318mBsuzlutgUWnCLEk1KjuEMjPAfaD6IfyzsMPYfn39\" target=\"_blank\" rel=\"noopener\">Indigenous statistics: From data deficits to data sovereignty\u003C/a>\u003C/u> (Routledge) and the \u003Cu>\u003Ca href=\"https://www.kahuiraraunga.io/maoridatagovernance\" target=\"_blank\" rel=\"noopener\">Māori Data Governance Model\u003C/a>\u003C/u> (Te Kāhui Raraunga). Tahu has undertaken research for numerous tribes, Māori communities, and Government agencies, and provided strategic advice across a range of sectors. She is a founding member of the Māori Data Sovereignty Network Te Mana Raraunga and the Global Indigenous Data Alliance.\u003C/p>\n\u003Cp>Tahu is an elected Fellow of the Royal Society Te Apārangi and a Life Member of the Population Association of New Zealand. Her affiliations are Ngāti Tiipa, Ngāti Māhanga, Ngāti Kinohaku and Te Aupōuri.\u003C/p>","https://cms.thegovlab.com/assets/0de27b97-53c6-46ba-b2df-87d124b6fe35","https://www.linkedin.com/in/tahu-kukutai-phd-frsnz-167810/",{"slug":1350},"professor-tahu-kukutai-phd-frsnz","Professor Tahu Kukutai, PhD FRSNZ","/faculty/professor-tahu-kukutai-phd-frsnz",{},"faculty/professor-tahu-kukutai-phd-frsnz","Lzmn4cLNPFj29qN6t0_uVa3e7Lmqof_E9_rDqxsznIs",{"id":1357,"title":1358,"affiliation":1359,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1360,"legacy":15,"linkedin":1361,"meta":1362,"name":1358,"navigation":15,"path":1364,"photo":34,"role":34,"seo":1365,"stem":1366,"topic":34,"website":34,"__hash__":1367},"faculty/faculty/rachel-wells.json","Rachel Wells","Datakind","https://cms.thegovlab.com/assets/f8e45cd8-70a5-44f7-a129-241c854ead8b","https://www.linkedin.com/in/rachellaurynwells/",{"slug":1363},"rachel-wells","/faculty/rachel-wells",{},"faculty/rachel-wells","Zd9QUrN8U6ZrsSjhy-DLWFIY0ZYcw7MdP2uG5IdoZDs",{"id":1369,"title":1370,"affiliation":1371,"bio":34,"body":34,"category":87,"cohort":361,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1372,"legacy":46,"linkedin":1373,"meta":1374,"name":1370,"navigation":15,"path":1376,"photo":34,"role":34,"seo":1377,"stem":1378,"topic":1379,"website":34,"__hash__":1380},"faculty/faculty/ramy-hcini.json","Ramy Hcini","Think-It","https://cms.thegovlab.com/assets/8405f27d-b2e7-498e-aeb2-34b15fc92119","https://www.linkedin.com/in/ramy-hcini/",{"slug":1375},"ramy-hcini","/faculty/ramy-hcini",{},"faculty/ramy-hcini","Data Spaces in the context of matching demand and supply and security","-rWrvlNEWCn3XBHQmb9CWYvT0ahjPATj9z7NS8LhpXg",{"id":1382,"title":1383,"affiliation":1384,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1385,"legacy":15,"linkedin":1386,"meta":1387,"name":1383,"navigation":15,"path":1389,"photo":34,"role":34,"seo":1390,"stem":1391,"topic":34,"website":34,"__hash__":1392},"faculty/faculty/richard-benjamins.json","Richard Benjamins","OdiseIA","https://cms.thegovlab.com/assets/1b4d1a3a-4bc9-46bb-8f4c-59001cee0bdb","https://www.linkedin.com/in/richard-benjamins/",{"slug":1388},"richard-benjamins","/faculty/richard-benjamins",{},"faculty/richard-benjamins","qVN1VHgFK92frM8UkhDTLNHl1e7fKik9zKgXft5EHhY",{"id":1394,"title":1395,"affiliation":34,"bio":1396,"body":34,"category":60,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1397,"legacy":46,"linkedin":34,"meta":1398,"name":1395,"navigation":15,"path":1400,"photo":34,"role":1401,"seo":1402,"stem":1403,"topic":34,"website":34,"__hash__":1404},"faculty/faculty/roshni-singh.json","Roshni Singh","Roshni Singh is a Researcher at The GovLab. She holds a Master’s degree in International Affairs from The New School, with a concentration in conflict and security, and a Bachelor of Arts in Liberal Arts, where she designed her own major titled 'The Politics of Injustice: Examining the 'Other' in International Law and Security.' Roshni has worked with organizations such as UNHCR, the International Rescue Committee, and Generation Citizen, focusing on research and policy analysis. As a passionate advocate for human rights and refugee protection, her work at the Ritsona Refugee Camp and other initiatives highlights her commitment to making a positive social impact.","https://cms.thegovlab.com/assets/d04e315a-34dc-4939-abb2-9c276d703a30",{"slug":1399},"roshni-singh","/faculty/roshni-singh","Researcher",{},"faculty/roshni-singh","kUaO0OcbTVbPEwRHOjfHOS7QHtVgeVjEWIuGL18ywrM",{"id":1406,"title":1407,"affiliation":1408,"bio":34,"body":34,"category":87,"cohort":375,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1409,"legacy":46,"linkedin":34,"meta":1410,"name":1407,"navigation":15,"path":1412,"photo":34,"role":34,"seo":1413,"stem":1414,"topic":1415,"website":34,"__hash__":1416},"faculty/faculty/ross-purves.json","Ross Purves","University of Zürich","https://cms.thegovlab.com/assets/760a7335-c0af-4597-9f96-96e39bae928d",{"slug":1411},"ross-purves","/faculty/ross-purves",{},"faculty/ross-purves","Teaching with and about (Open)(Government) data","y1f3pdZUzV6y2h-35-8fSldW2Z6ct7TajTj1ikGqh8c",{"id":1418,"title":1419,"affiliation":1420,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1421,"legacy":15,"linkedin":1422,"meta":1423,"name":1419,"navigation":15,"path":1425,"photo":34,"role":34,"seo":1426,"stem":1427,"topic":34,"website":34,"__hash__":1428},"faculty/faculty/rudi-borrmann.json","Rudi Borrmann","Open Government Partnership","https://cms.thegovlab.com/assets/efeb6c92-a5bf-4d70-8af0-5c3f568e70ba","https://www.linkedin.com/in/rudiborrmann/",{"slug":1424},"rudi-borrmann","/faculty/rudi-borrmann",{},"faculty/rudi-borrmann","S95VUc9mtByKc1NUVAzZHo4KBPBdauoJdxLVaVn6Mbw",{"id":1430,"title":1431,"affiliation":1432,"bio":34,"body":34,"category":87,"cohort":375,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1433,"legacy":46,"linkedin":1434,"meta":1435,"name":1431,"navigation":15,"path":1437,"photo":34,"role":34,"seo":1438,"stem":1439,"topic":1440,"website":34,"__hash__":1441},"faculty/faculty/sachit-mahajan.json","Sachit Mahajan","ETH Zürich","https://cms.thegovlab.com/assets/2a8243e0-6507-43ca-8eb5-641cb710de93","https://www.linkedin.com/in/sachit-mahajan-9052b745/",{"slug":1436},"sachit-mahajan","/faculty/sachit-mahajan",{},"faculty/sachit-mahajan","Designing Routing as Civic Infrastructure: Open, Interoperable, Reusable","h2TFPUORfSpJrqXTOYHtmXLzbLYs7bNnHgPb79YXW6g",{"id":1443,"title":1444,"affiliation":34,"bio":1445,"body":34,"category":60,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1446,"legacy":46,"linkedin":34,"meta":1447,"name":1444,"navigation":15,"path":1449,"photo":34,"role":1450,"seo":1451,"stem":1452,"topic":34,"website":34,"__hash__":1453},"faculty/faculty/sampriti-saxena.json","Sampriti Saxena","Sampriti Saxena is a research intern at The GovLab. She recently completed her master’s degree in International Social Public Policy with a specialization in Development from the London School of Economics. At The GovLab, she supports the Data Program research team across a number of their projects. Sampriti also holds a bachelor’s degree in Economics with a double minor in Global Studies and French from the University of California, Berkeley.","https://cms.thegovlab.com/assets/7d058427-033e-421d-9960-6fa6dada36bb",{"slug":1448},"sampriti-saxena","/faculty/sampriti-saxena","Research Intern",{},"faculty/sampriti-saxena","1lFtbfZZp9b1-kPQmsAfiyWL97jl9yyGknrizGeyyQQ",{"id":1455,"title":1456,"affiliation":1457,"bio":34,"body":34,"category":87,"cohort":375,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1458,"legacy":46,"linkedin":1459,"meta":1460,"name":1456,"navigation":15,"path":1462,"photo":34,"role":34,"seo":1463,"stem":1464,"topic":1465,"website":34,"__hash__":1466},"faculty/faculty/sebastian-sigloch.json","Sebastian Sigloch","Switch","https://cms.thegovlab.com/assets/ba59d107-03c4-4ef2-bf4d-55c2f6377c76","https://www.linkedin.com/in/sebastian-s-3889b024a/",{"slug":1461},"sebastian-sigloch","/faculty/sebastian-sigloch",{},"faculty/sebastian-sigloch","Switch Data","0kYV6nwaqMpwvxd2A511FYmQqP7CvEYqhjs2h4ZyaTA",{"id":1468,"title":1469,"affiliation":821,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1470,"legacy":15,"linkedin":1471,"meta":1472,"name":1469,"navigation":15,"path":1474,"photo":34,"role":34,"seo":1475,"stem":1476,"topic":34,"website":34,"__hash__":1477},"faculty/faculty/shanna-crumley.json","Shanna Crumley","https://cms.thegovlab.com/assets/bfe62fac-d24c-4f90-9698-f67638348b00","https://www.linkedin.com/in/shannacrumley/",{"slug":1473},"shanna-crumley","/faculty/shanna-crumley",{},"faculty/shanna-crumley","iXUsWMnMY6mPvKHDLhgAZyhxocsHbNxH-_5w1E3Ffww",{"id":1479,"title":1480,"affiliation":821,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1481,"legacy":15,"linkedin":1482,"meta":1483,"name":1480,"navigation":15,"path":1485,"photo":34,"role":34,"seo":1486,"stem":1487,"topic":34,"website":34,"__hash__":1488},"faculty/faculty/smita-jain.json","Smita Jain","https://cms.thegovlab.com/assets/3dbab9bf-ab59-4ff4-8a3c-56310b628071","https://www.linkedin.com/in/smita-jain1/",{"slug":1484},"smita-jain","/faculty/smita-jain",{},"faculty/smita-jain","g6qNp1x4R9a3MCXfGu-OOgoj8Dze1jUxqKdMuaw29M4",{"id":1490,"title":1491,"affiliation":1492,"bio":1493,"body":34,"category":73,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1494,"legacy":46,"linkedin":1495,"meta":1496,"name":1491,"navigation":15,"path":1498,"photo":34,"role":1499,"seo":1500,"stem":1501,"topic":34,"website":34,"__hash__":1502},"faculty/faculty/stefaan-verhulst.json","Stefaan Verhulst","Data Stewards Founder","\u003Cp dir=\"ltr\">\u003Cstrong>Dr. Stefaan Verhulst \u003C/strong>is Co-Founder of the DataTank and The GovLab and the main lecturer of the data stewardship academy. In addition, he is a Research Professor at the Center for Urban Science and Progress at the Tandon School of Engineering of New York University; and a Senior Advisor to the Markle Foundation where he spent more than a decade as Chief of Research. He is also the Editor-in-Chief of the open-access journal Data & Policy (Cambridge University Press); the Research Director of the MacArthur Research Network on Opening Governance; Chair of the Data for Children Collaborative with Unicef; a member of the High-Level Expert Group to the European Commission on Business-to-Government Data Sharing; and of the Expert Group to Eurostat on using Private Sector data for Official Statistics. In addition he is also a member of the UNESCO Information Ethics Working Group; Researcher at the ISI Foundation (Torino, Italy); Senior Researcher at SMIT (Studies in Media, Innovation and Technology) at the Free University of Brussels (VUB) . In 2018 he was recognized as one of the 10 Most Influential Academics in Digital Government globally (by the global policy platform Apolitical). Previously at Oxford University, he was the UNESCO Chairholder in Communications Law and Policy and co-founded and was the Head of the Program in Comparative Media Law and Policy at the Center for Socio-Legal Studies. He was the Socio-Legal Fellow at Wolfson College, and is still an emeritus fellow at Oxford. He also taught for several years at the London School of Economics and was Co-Founder and Co-Director of the International Media and Info-Comms Policy and Law Studies (IMPS) at the University of Glasgow School of Law.\u003C/p>\n\u003Cp>He has published widely - including seven books- and his writings and work have appeared in the Harvard Business Review, Stanford Social Innovation Review, Project Syndicate, Wall Street Journal, and The Conversation (among many other outlets). He is asked regularly to present at international conferences including, for instance, TED, Collision, and the UN World Data Forum. Numerous organizations have sought his counsel on a variety of topics including data and AI governance - including the WorldBank; IDB, CAP, USAID, DFID, IDRC, AFP, the European Commission, Council of Europe, the World Economic Forum, UNICEF, OECD, UN-OCHA, UNDP, UNESCO and several other international and national private and public organizations. He is also a Linkedin Learning instructor seeking to democratize the practice of data stewardship globally.\u003C/p>","https://cms.thegovlab.com/assets/5f5b52b5-44d9-4840-88f3-8ac6e9cb5ae2","https://www.linkedin.com/in/stefaan-verhulst/",{"slug":1497},"stefaan-verhulst","/faculty/stefaan-verhulst","Course Lead",{},"faculty/stefaan-verhulst","OU0_J9qbLAdOggqbBTXHGlhgyazJ7eKPpwEn4eIiPdA",{"id":1504,"title":1505,"affiliation":1506,"bio":34,"body":34,"category":87,"cohort":375,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1507,"legacy":46,"linkedin":1508,"meta":1509,"name":1505,"navigation":15,"path":1511,"photo":34,"role":34,"seo":1512,"stem":1513,"topic":1514,"website":34,"__hash__":1515},"faculty/faculty/stefan-metzger.json","Stefan Metzger","Beyond Civic","https://cms.thegovlab.com/assets/0da4a628-95f3-434f-8281-043a04c9db29","https://www.linkedin.com/in/stefan-p-metzger/",{"slug":1510},"stefan-metzger","/faculty/stefan-metzger",{},"faculty/stefan-metzger","TriRegio Data Space / Data Space Concept","Si9xi0nfhdPCS4LYK1_0Zl3GtlwKsgmkY3IkaVGxIjM",{"id":1517,"title":1518,"affiliation":1519,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1520,"legacy":15,"linkedin":1521,"meta":1522,"name":1518,"navigation":15,"path":1524,"photo":34,"role":34,"seo":1525,"stem":1526,"topic":34,"website":34,"__hash__":1527},"faculty/faculty/stephen-chacha.json","Stephen Chacha","Development Transformations","https://cms.thegovlab.com/assets/a07ea099-6032-439c-b046-5ccb7f7c31f6","https://www.linkedin.com/in/stephenchacha/",{"slug":1523},"stephen-chacha","/faculty/stephen-chacha",{},"faculty/stephen-chacha","XFQOVAoxxF-67x3MvbGeTd21mOgiVjsQQPfmiv5hsA0",{"id":1529,"title":1530,"affiliation":1531,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1532,"legacy":15,"linkedin":1533,"meta":1534,"name":1530,"navigation":15,"path":1536,"photo":34,"role":34,"seo":1537,"stem":1538,"topic":34,"website":34,"__hash__":1539},"faculty/faculty/stuart-campo.json","Stuart Campo","IOM UN Migration","https://cms.thegovlab.com/assets/f0c094cc-6f8b-4ed2-a06f-9e11b0992bc2","https://www.linkedin.com/in/stuart-campo-102182a/",{"slug":1535},"stuart-campo","/faculty/stuart-campo",{},"faculty/stuart-campo","xXK07w7YG_SxEIXVQ7xX6hefQP1-rtKW0CU4ggTVc_w",{"id":1541,"title":1542,"affiliation":1543,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1544,"legacy":15,"linkedin":1545,"meta":1546,"name":1542,"navigation":15,"path":1548,"photo":34,"role":34,"seo":1549,"stem":1550,"topic":34,"website":34,"__hash__":1551},"faculty/faculty/tyler-kleykamp.json","Tyler Kleykamp","Connecticut Foodshare","https://cms.thegovlab.com/assets/93f81f60-f2fd-48bf-a4ba-edf9a5f76ed1","https://www.linkedin.com/in/tyler-kleykamp/",{"slug":1547},"tyler-kleykamp","/faculty/tyler-kleykamp",{},"faculty/tyler-kleykamp","DOVnyGWVqDjwZO2jmL5sZtThIYSc2L4-qLXFkUbHh6I",{"id":1553,"title":1554,"affiliation":34,"bio":1555,"body":34,"category":60,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1556,"legacy":46,"linkedin":34,"meta":1557,"name":1554,"navigation":15,"path":1559,"photo":34,"role":1114,"seo":1560,"stem":1561,"topic":34,"website":34,"__hash__":1562},"faculty/faculty/uma-kalkar.json","Uma Kalkar","Uma Kalkar is a research assistant at The GovLab and a dual-degree candidate for a Master of Public Policy specializing in Digital and New Technology at The Paris Institute of Political Studies (Sciences Po) and a Master of Global Affairs at the University of Toronto. She is also the Innovation Director of 18by Vote, a youth-led non-profit that helps 16, 17, and 18-year-olds understand how to vote, when to vote, and why to vote. Her work focuses on digital inequities, open data initiatives, and civic organizing in digital spaces. Uma was a 2019-2020 Presidential Fellow at the Center for the Study of the Presidency and Congress (CSPC) researching the political effects of the urban-rural digital divide in the United States. Uma holds a B.Sc. (Honors) majoring in Peace, Conflict, and Justice and double minoring in Mathematics and Biology from the University of Toronto.","https://cms.thegovlab.com/assets/32ba2a39-f9a4-4a58-8488-957ccdd54b41",{"slug":1558},"uma-kalkar","/faculty/uma-kalkar",{},"faculty/uma-kalkar","19ZAaVczDlFV-CVrOsdscP-9-93mnw4uUTgdHt78-6I",{"id":1564,"title":1565,"affiliation":1566,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1567,"legacy":15,"linkedin":1568,"meta":1569,"name":1565,"navigation":15,"path":1571,"photo":34,"role":34,"seo":1572,"stem":1573,"topic":34,"website":34,"__hash__":1574},"faculty/faculty/valentin-muresan.json","Valentin Muresan","ABQ.Institute, Equal 1, Primăria Municipiului Timișoara","https://cms.thegovlab.com/assets/48264b87-4afd-423b-bc22-60ea1553179f","https://www.linkedin.com/in/valmuresan/",{"slug":1570},"valentin-muresan","/faculty/valentin-muresan",{},"faculty/valentin-muresan","bMedh5cgp7_cnJQAqbyIyK6naTlb14-9oRlJ539yl5Q",{"id":1576,"title":1577,"affiliation":1371,"bio":34,"body":34,"category":87,"cohort":361,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1578,"legacy":46,"linkedin":1579,"meta":1580,"name":1577,"navigation":15,"path":1582,"photo":34,"role":34,"seo":1583,"stem":1584,"topic":1379,"website":34,"__hash__":1585},"faculty/faculty/wassim-kallel.json","Wassim Kallel","https://cms.thegovlab.com/assets/7fc3249b-36ae-4bf2-8a24-f17915701918","https://www.linkedin.com/in/wassimkallel/",{"slug":1581},"wassim-kallel","/faculty/wassim-kallel",{},"faculty/wassim-kallel","vHzByAWe3IfptF8--3FBseOaOdIP_uSWNAH37IgoZbs",{"id":1587,"title":1588,"affiliation":1589,"bio":34,"body":34,"category":87,"cohort":660,"description":34,"expertise":34,"extension":45,"headshot":34,"image":1590,"legacy":46,"linkedin":1591,"meta":1592,"name":1588,"navigation":15,"path":1594,"photo":34,"role":34,"seo":1595,"stem":1596,"topic":1597,"website":34,"__hash__":1598},"faculty/faculty/yannik-sassmann.json","Yannik Sassmann","Federal Ministry of Economic Cooperation and Development (BMZ)","https://cms.thegovlab.com/assets/39964c54-c032-44ee-855f-ea9a59546eb5","https://www.linkedin.com/in/yannik-sassmann/",{"slug":1593},"yannik-sassmann","/faculty/yannik-sassmann",{},"faculty/yannik-sassmann","BMZ Data and AI Lab","ZlegG-Md_hy5eQodCby9lZL8eA_6iQMH6KvMupVtYeA",1781873990129]