[{"data":1,"prerenderedAt":1599},["ShallowReactive",2],{"page-config-/news/2021-year-in-review-chronological-overview-of-curated-highlights":3,"news-post-2021-year-in-review-chronological-overview-of-curated-highlights":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/2021-year-in-review-chronological-overview-of-curated-highlights.json","2021 Year in Review: Chronological Overview of Curated Highlights","The GovLab",[],"2021-12-16T14:49:00","This piece is a supplement to The GovLab’s 2021 Year in Review blog, which provides an overview of some of the major research conducted by…","json",false,"https://cdn-images-1.medium.com/max/800/0*S_RC3j4MfvfRNNtz","\n\u003Csection name=\"512f\" 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=\"8f7d\" id=\"8f7d\" class=\"graf graf--h3 graf--leading graf--title\">\u003Cstrong class=\"markup--strong markup--h3-strong\">2021 Year in Review: Chronological Overview of Curated Highlights\u003C/strong>\u003C/h3>\u003Cfigure name=\"f33e\" id=\"f33e\" class=\"graf graf--figure graf-after--h3\">\u003Cimg class=\"graf-image\" data-image-id=\"0*S_RC3j4MfvfRNNtz\" data-width=\"1000\" data-height=\"667\" data-is-featured=\"true\" src=\"https://cdn-images-1.medium.com/max/800/0*S_RC3j4MfvfRNNtz\">\u003Cfigcaption class=\"imageCaption\">Photo: Unsplash/\u003Ca href=\"https://unsplash.com/photos/52gEprMkp7M\" data-href=\"https://unsplash.com/photos/52gEprMkp7M\" class=\"markup--anchor markup--figure-anchor\" rel=\"noopener\" target=\"_blank\">Dennis Kummer\u003C/a> is licensed under \u003Ca href=\"https://creativecommons.org/share-your-work/public-domain/cc0/\" data-href=\"https://creativecommons.org/share-your-work/public-domain/cc0/\" class=\"markup--anchor markup--figure-anchor\" rel=\"noopener\" target=\"_blank\">CC0\u003C/a>\u003C/figcaption>\u003C/figure>\u003Cp name=\"5c72\" id=\"5c72\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">This piece is a supplement to The GovLab’s \u003C/em>\u003Ca href=\"https://medium.com/data-stewards-network/2021-in-review-advancing-the-third-wave-of-open-data-in-a-responsible-way-4d4dbab56f66\" data-href=\"https://medium.com/data-stewards-network/2021-in-review-advancing-the-third-wave-of-open-data-in-a-responsible-way-4d4dbab56f66\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\">2021 Year in Review\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\"> blog, which provides an overview of some of the major research conducted by during the 2021 year. Unlike the other piece, which arranges research according to each part of the \u003C/em>\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\">\u003Cem class=\"markup--em markup--p-em\">Third Wave of Open Data\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">, this piece records developments chronologically.\u003C/em>\u003C/p>\u003Cp name=\"0e64\" id=\"0e64\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">JANUARY\u003C/strong>\u003C/p>\u003Cfigure name=\"c77c\" id=\"c77c\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*vb2VU4FylZaGuxYz\" data-width=\"1600\" data-height=\"877\" src=\"https://cdn-images-1.medium.com/max/800/0*vb2VU4FylZaGuxYz\">\u003C/figure>\u003Cp name=\"3141\" id=\"3141\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">100 Questions Future of Work Domain\u003C/em>\u003C/p>\u003Cp name=\"956c\" id=\"956c\" class=\"graf graf--p graf-after--p\">Generating a sound framing for what the future of work entails (and does not entail) is notoriously difficult and poses a monumental challenge to policymakers tasked with preparing for — and responding to — the future of work. Recognition of this need was the impetus for the \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\">100 Questions Future of Work Domain. The GovLab and its partner, The Bertelsmann Foundation, \u003C/a>\u003Ca href=\"https://drive.google.com/file/d/1P4vMwPhC05hjdamWsKA-PS5DmDH-I4XO/view\" data-href=\"https://drive.google.com/file/d/1P4vMwPhC05hjdamWsKA-PS5DmDH-I4XO/view\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">published a report\u003C/a>\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\"> providing an overview of the Future of Work domain for prospective partner organizations and stakeholders. It details the steps in the project, the methodology used, and it ends with a listing of the questions developed and potential next steps for the effort.\u003C/a>\u003C/p>\u003Cp name=\"eb4e\" id=\"eb4e\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">#Data4COVID19 Africa Challenge\u003C/em>\u003C/p>\u003Cp name=\"e289\" id=\"e289\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“The \u003Ca href=\"https://datachallenge.africa/\" data-href=\"https://datachallenge.africa/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">#Data4COVID19 Africa Challenge\u003C/a> was an initiative by The Govlab, Expertise France, and l’Agence française de développement (AFD) to mitigate these issues by spurring innovative, data-driven work to address COVID-19 and its secondary effects. We invited intersectoral teams (representing academic, government, and nonprofit actors) specializing in data analysis to submit proposals for funding for innovative projects that addressed challenges associated with COVID-19. We then supported seven of these groups over a six-month period as they unlocked datasets, worked with other actors in the field, and tried to translate their insights into action.”\u003C/p>\u003Cp name=\"284e\" id=\"284e\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">The Living Library’s Selected Readings Series: \u003C/em>\u003Ca href=\"https://medium.com/data-stewards-network/inaccurate-data-half-truths-disinformation-and-mob-violence-39a69279e0b0\" data-href=\"https://medium.com/data-stewards-network/inaccurate-data-half-truths-disinformation-and-mob-violence-39a69279e0b0\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\">Inaccurate Data, Half-Truths, Disinformation, and Mob Violence\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\"> by Fiona Cece, Uma Kalkar, and Stefaan Verhulst\u003C/em>\u003C/p>\u003Cp name=\"c0b9\" id=\"c0b9\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“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. Below, we provide a curation of findings and readings that illustrate the global danger of inaccurate data, half-truths, and willful disinformation.”\u003C/p>\u003Cp name=\"c4e8\" id=\"c4e8\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">FEBRUARY\u003C/strong>\u003C/p>\u003Cfigure name=\"18b6\" id=\"18b6\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*D315tblyQUSGThgd\" data-width=\"1400\" data-height=\"787\" src=\"https://cdn-images-1.medium.com/max/800/0*D315tblyQUSGThgd\">\u003C/figure>\u003Cp name=\"0707\" id=\"0707\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">AI Ethics: Global Perspectives\u003C/em>\u003C/p>\u003Cp name=\"94bb\" id=\"94bb\" class=\"graf graf--p graf-after--p\">The GovLab, NYU Tandon School of Engineering, Global AI Ethics Consortium (GAIEC), Center for Responsible AI @ NYU (R/AI), and the TUM Institute for Ethics in Artificial Intelligence (IEAI) jointly launched the free, online course,\u003Ca href=\"https://aiethicscourse.org/index.html\" data-href=\"https://aiethicscourse.org/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\"> AI Ethics: Global Perspectives.\u003C/a> Designed for a global audience, it conveys the breadth and depth of the ongoing interdisciplinary conversation on AI ethics. This course seeks to bring together diverse perspectives from 20 experts across the field of ethical AI, to raise awareness and help institutions work towards more responsible use.\u003C/p>\u003Cp name=\"8783\" id=\"8783\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">Emerging Uses of Technology for Development: A New Intelligence Paradigm\u003C/em>\u003C/p>\u003Cp name=\"4de8\" id=\"4de8\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“The GovLab and French Development Agency (AFD) published the report \u003Ca href=\"https://www.afd.fr/en/ressources/emerging-uses-technology-development-new-intelligence-paradigm?utm_term=0_d90a01c7ff-7fe1727fd3-87819641\" data-href=\"https://www.afd.fr/en/ressources/emerging-uses-technology-development-new-intelligence-paradigm?utm_term=0_d90a01c7ff-7fe1727fd3-87819641\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Emerging Uses of Technology for Development: A New Intelligence Paradigm\u003C/a>, written by Peter Martey Addo, Dominik Baumann, Juliet McMurren, Stefaan G. Verhulst, Andrew Young, and Andrew J. Zahuranec. This paper examines how development practitioners can experiment with emerging forms of technology to advance development goals.”\u003C/p>\u003Cp name=\"e068\" id=\"e068\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">100 Questions Governance Domain\u003C/em>\u003C/p>\u003Cp name=\"f0e4\" id=\"f0e4\" class=\"graf graf--p graf-after--p\">The GovLab at NYU Tandon, alongside the Asia Foundation, the Centre for Strategic and International Studies in Indonesia, and the BRAC Institute of Governance and Development have launched the \u003Ca href=\"https://governance.the100questions.org/\" data-href=\"https://governance.the100questions.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Governance Domain of the 100 Questions Initiative\u003C/a>. This domain looks at governance, seeking to find ways data can make governance more efficient, effective, and equitable. The public voting phase of the Governance Domain seeks input on which questions around data use in governance are the most pressing. The public voting closes December 31, 2021.\u003C/p>\u003Cp name=\"4759\" id=\"4759\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">MARCH\u003C/strong>\u003C/p>\u003Cfigure name=\"3d57\" id=\"3d57\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*T7wVl88pz6tBHoHi\" data-width=\"1600\" data-height=\"470\" src=\"https://cdn-images-1.medium.com/max/800/0*T7wVl88pz6tBHoHi\">\u003C/figure>\u003Cp name=\"f9d8\" id=\"f9d8\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">The Data Responsibility Journey Mapping Tool\u003C/em>\u003C/p>\u003Cp name=\"5554\" id=\"5554\" class=\"graf graf--p graf-after--p\">The GovLab launched the public beta of \u003Ca href=\"https://dataresponsibilityjourney.org/?utm_source=Digest&utm_campaign=345e0eae33-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_d90a01c7ff-345e0eae33-87819641\" data-href=\"https://dataresponsibilityjourney.org/?utm_source=Digest&utm_campaign=345e0eae33-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_d90a01c7ff-345e0eae33-87819641\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">The Data Responsibility Journey Mapping Tool\u003C/a>, designed to help Data Stewards and other decision-makers assess and mitigate risks across the lifecycle of a data collaborative. The tool guides users through important questions and considerations across the lifecycle of data stewardship and collaboration: Planning, Collecting, Processing, Sharing, Analyzing, and Using.\u003C/p>\u003Cp name=\"87ac\" id=\"87ac\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">The Third Wave of Open Data Toolkit\u003C/em>\u003C/p>\u003Cp name=\"304e\" id=\"304e\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“The GovLab’s Open Data Policy Lab initiative released \u003Ca href=\"http://files.thegovlab.org/The-Third-Wave-of-Open-Data-Toolkit.pdf?utm_source=Digest&utm_campaign=c0a687ac70-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_d90a01c7ff-c0a687ac70-87819641\" data-href=\"http://files.thegovlab.org/The-Third-Wave-of-Open-Data-Toolkit.pdf?utm_source=Digest&utm_campaign=c0a687ac70-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_d90a01c7ff-c0a687ac70-87819641\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">The Third Wave of Open Data Toolkit\u003C/a>. The toolkit — co-authored by Andrew Young, Andrew J. Zahuranec, Stefaan G. Verhulst and Kateryna Gazaryan — builds off our report on the Third Wave of Open Data to support “the work of data stewards, responsible data leaders at public, private, and civil society organizations empowered to seek new ways to create public value through cross-sector data collaboration” and features eight actions items that outline “specific operational guidance on how to foster responsible, effective, and purpose-driven re-use.””\u003C/p>\u003Cp name=\"1006\" id=\"1006\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">Open data in action: initiatives during the initial stage of the COVID-19 pandemic\u003C/em>\u003C/p>\u003Cp name=\"2e77\" id=\"2e77\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“The Governance Lab and OECD released \u003Ca href=\"https://www.oecd.org/gov/digital-government/open-data-in-action-initiatives-during-the-initial-stage-of-the-covid-19-pandemic.pdf\" data-href=\"https://www.oecd.org/gov/digital-government/open-data-in-action-initiatives-during-the-initial-stage-of-the-covid-19-pandemic.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Open data in action: initiatives during the initial stage of the COVID-19 pandemic\u003C/a>. Building off The GovLab’s Call for Action to unleash the power of data collaboration for COVID-19, this report examines a number of open government data (OGD) initiatives “used to react and respond to the COVID-19 pandemic during the initial stage of the crisis (March-July 2020)”. It also seeks to transform lessons learned into considerations for policy makers on how to improve OGD policies to better prepare for future shocks.”\u003C/p>\u003Cp name=\"29ed\" id=\"29ed\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">#Data4COVID19 Mobility Repository\u003C/em>\u003C/p>\u003Cp name=\"0184\" id=\"0184\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“The GovLab, in partnership with Cuebiq and with support from the Open Data Institute, published a \u003Ca href=\"https://mobility.data4covid19.org/\" data-href=\"https://mobility.data4covid19.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">repository of data collaboratives\u003C/a> that use mobility data, passively collected data about the location of a device, for COVID-19 responses.” The reasoning behind the development of the repository can be found in a report by the partners titled \u003Ca href=\"http://theodi.org/wp-content/uploads/2021/04/Data4COVID19_0329_v3.pdf\" data-href=\"http://theodi.org/wp-content/uploads/2021/04/Data4COVID19_0329_v3.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">“The Use of Mobility Data for Responding to the COVID-19 Pandemic”\u003C/a>. The report explains how data on mobility have been collected and used to track the spread of COVID-19 and various responses to the pandemic.\u003C/p>\u003Cp name=\"2054\" id=\"2054\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">The Use of Mobility Data for Responding to the COVID-19 Pandemic\u003C/em>\u003C/p>\u003Cp name=\"4919\" id=\"4919\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">\u003Ca href=\"http://theodi.org/wp-content/uploads/2021/03/Data4COVID19_0318.pdf\" data-href=\"http://theodi.org/wp-content/uploads/2021/03/Data4COVID19_0318.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">“The Use of Mobility Data for Responding to the COVID-19 Pandemic”\u003C/a> was developed in a partnership between The GovLab, the Open Data Institute and Cuebiq. Written by Aditi Ramesh, Andrew Young, Andrew Zahuranec, Stefaan Verhulst, Brennan Lake, Ben Snaith and Olivier Thereaux, the report explains how data on mobility have been collected and used to track the spread of COVID-19 and various responses to the pandemic. It offers nine strategies to improve the re-use of mobility data to strengthen responses to the pandemic.\u003C/p>\u003Cp name=\"cde1\" id=\"cde1\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">APRIL\u003C/strong>\u003C/p>\u003Cfigure name=\"2c1f\" id=\"2c1f\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*fy3S8BLiNFe-Qba3\" data-width=\"1600\" data-height=\"745\" src=\"https://cdn-images-1.medium.com/max/800/0*fy3S8BLiNFe-Qba3\">\u003C/figure>\u003Cp name=\"eaef\" id=\"eaef\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">The Data Stewards Academy\u003C/em>\u003C/p>\u003Cp name=\"6efd\" id=\"6efd\" class=\"graf graf--p graf-after--p\">In April 2021, the GovLab, through its Open Data Policy Lab Initiative, launched \u003Ca href=\"https://opendatapolicylab.org/academy/data-reuse-strategy/syllabus-2021/\" data-href=\"https://opendatapolicylab.org/academy/data-reuse-strategy/syllabus-2021/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">The Data Stewards Academy\u003C/a>, a self-directed learning program intended to support data stewards in creating public value through data collaboration. The program is adapted from a selective \u003Ca href=\"https://course.opendatapolicylab.org/\" data-href=\"https://course.opendatapolicylab.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Executive Course on Data Stewardship\u003C/a>, an 8-week accelerated learning program to support public and private sector leaders to open data and reduce data access inequities in ways that advance their institution’s goals. The learning materials guide data stewards (and aspiring data stewards) through the process of designing and implementing a data reuse strategy for solving public problems. After this first successful experience, the second and third cohorts of students were launched.\u003C/p>\u003Cp name=\"398b\" id=\"398b\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">MAY\u003C/strong>\u003C/p>\u003Cfigure name=\"d8ef\" id=\"d8ef\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*VhnF1tqVS2SMhguO\" data-width=\"1600\" data-height=\"519\" src=\"https://cdn-images-1.medium.com/max/800/0*VhnF1tqVS2SMhguO\">\u003C/figure>\u003Cp name=\"7961\" id=\"7961\" class=\"graf graf--p graf-after--figure\">\u003Cstrong class=\"markup--strong markup--p-strong\">​​\u003C/strong>\u003Cem class=\"markup--em markup--p-em\">PLACE Data Trust\u003C/em>\u003C/p>\u003Cp name=\"e6bb\" id=\"e6bb\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“The GovLab and Future State, with support from the Rockefeller Foundation, are partnering with PLACE to design a new operational and governance approach to create, store, and access mapping data through a \u003Ca href=\"https://www.thisisplace.org/blog-1/introducingplace/establishing-a-data-trust\" data-href=\"https://www.thisisplace.org/blog-1/introducingplace/establishing-a-data-trust\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Data Trust\u003C/a>. On March 23, 2021, we hosted a kick off workshop with various non-profit and private sector stakeholders, where we focused on key governance questions when considering how to turn the theory of data trusts into practice.”\u003C/p>\u003Cp name=\"712a\" id=\"712a\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">JUNE\u003C/strong>\u003C/p>\u003Cfigure name=\"019f\" id=\"019f\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*IoE2e5Avzj5Isycv\" data-width=\"1600\" data-height=\"876\" src=\"https://cdn-images-1.medium.com/max/800/0*IoE2e5Avzj5Isycv\">\u003C/figure>\u003Cp name=\"b424\" id=\"b424\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">100 Questions Food Systems Sustainability Domain\u003C/em>\u003C/p>\u003Cp name=\"ba82\" id=\"ba82\" class=\"graf graf--p graf-after--p\">Together with the Barilla Foundation, and the Center for European Policy Studies, the GovLab launched the \u003Ca href=\"https://food.the100questions.org/\" data-href=\"https://food.the100questions.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Food Systems Sustainability Domain of the 100 Questions Initiative\u003C/a>. It seeks to identify the 10 most impactful questions that will help make our food systems healthier for us, and the planet. “To make food production, distribution, and consumption healthier for people, animals, and the environment, we need to redesign today’s food systems. Data and data science can help us develop sustainable solutions — but only if we manage to define those questions that matter.” (Read more about it in \u003Ca href=\"https://medium.com/data-stewards-network/help-us-identify-how-data-can-make-food-healthier-for-us-and-the-environment-3907bdaaafeb\" data-href=\"https://medium.com/data-stewards-network/help-us-identify-how-data-can-make-food-healthier-for-us-and-the-environment-3907bdaaafeb\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">Fiona Cece’s piece\u003C/a>).\u003C/p>\u003Cp name=\"e275\" id=\"e275\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">AI Localism Repository\u003C/em>\u003C/p>\u003Cp name=\"5fa1\" id=\"5fa1\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“Early last year, The GovLab’s Stefaan Verhulst and Mona Sloane coined the term “AI localism” to describe how local governments have stepped up to regulate AI policies, design governance frameworks, and monitor AI use in the public sector. The \u003Ca href=\"https://list.ailocalism.org/\" data-href=\"https://list.ailocalism.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">AI Localism repository\u003C/a> is a curated collection of AI localism initiatives across the globe categorized by geographic regions, types of technological and governmental innovation in AI regulation, mechanisms of governance, and sector focus.”\u003C/p>\u003Cp name=\"c4d6\" id=\"c4d6\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">The Living Library’s Selected Readings Series: \u003C/em>\u003Ca href=\"https://thelivinglib.org/selected-readings-on-the-use-of-artificial-intelligence-in-the-public-sector/\" data-href=\"https://thelivinglib.org/selected-readings-on-the-use-of-artificial-intelligence-in-the-public-sector/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\">Selected Readings on the Use of Artificial Intelligence in the Public Sector\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\"> by Kateryna Gazaryan and Uma Kalkar\u003C/em>\u003C/p>\u003Cp name=\"a9a5\" id=\"a9a5\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“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. This curated and annotated collection of recommended works focuses on algorithms and artificial intelligence in the public sector.”\u003C/p>\u003Cp name=\"9443\" id=\"9443\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">JULY\u003C/strong>\u003C/p>\u003Cfigure name=\"7643\" id=\"7643\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*Rgru3C3PocFQntaO\" data-width=\"1600\" data-height=\"527\" src=\"https://cdn-images-1.medium.com/max/800/0*Rgru3C3PocFQntaO\">\u003C/figure>\u003Cp name=\"12fe\" id=\"12fe\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">Responsible Data for Children (RD4C) initiative — Second Phase:\u003C/em>\u003C/p>\u003Cp name=\"96b1\" id=\"96b1\" class=\"graf graf--p graf-after--p\">In 2021, the \u003Ca href=\"https://rd4c.org/articles/announcement-announcing-the-next-phase-of-rd4c/index.html\" data-href=\"https://rd4c.org/articles/announcement-announcing-the-next-phase-of-rd4c/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">second phase\u003C/a> of the \u003Ca href=\"https://rd4c.org/files/rd4c-report-final.pdf\" data-href=\"https://rd4c.org/files/rd4c-report-final.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Responsible Data for Children Initiative (RD4C)\u003C/a> was launched. RD4C aims to advance best practice in data responsibility; identify challenges and develop practical tools to assist practitioners in evaluating and addressing them; and encourage a broader discussion on actionable principles, insights, and approaches for responsible data management. In the initiative’s second phase, The GovLab and UNICEF continue to promote and enable the use of \u003Ca href=\"https://rd4c.org/principles/\" data-href=\"https://rd4c.org/principles/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">RD4C Principles\u003C/a>; develop and test a new methodology and platform for auditing data systems; develop detailed case studies on diverse, instructive uses of data from across the UNICEF ecosystem; and regularly disseminate new insights and findings through the newly established \u003Ca href=\"https://rd4c.org/blog/\" data-href=\"https://rd4c.org/blog/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">RD4C Blog\u003C/a>.\u003C/p>\u003Cp name=\"d4ff\" id=\"d4ff\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">Data & Policy’s Special Collection: Telco Big Data Analytics for COVID-19\u003C/em>\u003C/p>\u003Cp name=\"e525\" id=\"e525\" class=\"graf graf--p graf-after--p\">\u003Ca href=\"https://www.cambridge.org/core/journals/data-and-policy\" data-href=\"https://www.cambridge.org/core/journals/data-and-policy\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">\u003Cem class=\"markup--em markup--p-em\">Data & Policy\u003C/em>\u003C/a> is an open access journal by Cambridge University Press. The journal’s editors-in-chief are: Zeynip Engin (UCL & Data for Policy, UK), Jon Crowcroft (University of Cambridge & Alan Turing Institute, UK) and Stefaan Verhulst (The GovLab, New York University, USA). This year, they released two Special Collections of peer-reviewed, open access articles on specific data-related challenges guest edited by experts from the respective fields. Guest Edited by Richard Benjamins (Telefónica) and Jeanine Vos (GSMA) with editor-in-chief Stefaan Verhulst, the first special collection, \u003Ca href=\"https://www.cambridge.org/core/journals/data-and-policy/special-collections/telco-big-data-analytics-for-covid-19\" data-href=\"https://www.cambridge.org/core/journals/data-and-policy/special-collections/telco-big-data-analytics-for-covid-19\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Telco Big Data Analytics for COVID-19\u003C/a>, looks at the opportunities and challenges offered by mobile big data in the fight against COVID-19. The collection consists of 5 papers from 33 researchers and experts from different sectors around the world.\u003C/p>\u003Cp name=\"bb30\" id=\"bb30\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">ODPL City Incubator:\u003C/em>\u003C/p>\u003Cp name=\"9f26\" id=\"9f26\" class=\"graf graf--p graf-after--p\">The GovLab’s \u003Ca href=\"https://opendatapolicylab.org/\" data-href=\"https://opendatapolicylab.org/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Open Data Policy Lab\u003C/a> launched the \u003Ca href=\"https://incubator.opendatapolicylab.org/?utm_source=Digest&utm_campaign=f0b15a6576-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_d90a01c7ff-f0b15a6576-87819641\" data-href=\"https://incubator.opendatapolicylab.org/?utm_source=Digest&utm_campaign=f0b15a6576-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_d90a01c7ff-f0b15a6576-87819641\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">City Incubator\u003C/a> in July 2021. This is a first-of-its-kind program to support data innovations in cities’ success and scale, the City Incubator is giving 10 city officials access to hands-on training and access to mentors to take their ideas to the next level. It enables cutting edge work on various urban challenges and empowers officials to create \u003Ca href=\"https://thegovlab.us6.list-manage.com/track/click?u=1a990feb5c&id=12c67a9e86&e=a9c04e01ec\" data-href=\"https://thegovlab.us6.list-manage.com/track/click?u=1a990feb5c&id=12c67a9e86&e=a9c04e01ec\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">data collaboratives\u003C/a>, data-sharing agreements, and other systems. This work is supported by Microsoft, Mastercard City Possible, Luminate, NYU CUSP and the Public Sector Network.\u003C/p>\u003Cp name=\"07d8\" id=\"07d8\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">AUGUST\u003C/strong>\u003C/p>\u003Cfigure name=\"8628\" id=\"8628\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*Gkzo2-gJnEZnlKa8\" data-width=\"957\" data-height=\"557\" src=\"https://cdn-images-1.medium.com/max/800/0*Gkzo2-gJnEZnlKa8\">\u003C/figure>\u003Cp name=\"6002\" id=\"6002\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">Designing Data Collaboratives to Better Understand Human Mobility and Migration in West Africa\u003C/em>\u003C/p>\u003Cp name=\"19f0\" id=\"19f0\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“The Big Data for Migration Alliance (BD4M), an effort spearheaded by the International Organization for Migration’s Global Migration Data Analysis Centre (IOM GMDAC), European Commission’s Joint Research Centre (JRC), and The GovLab, released the report \u003Ca href=\"https://odpl.thegovlab.com/uploads/ccm-directus/originals/aa45abf2-743d-4d58-8471-e25bff956ba5.pdf?utm_source=Digest&utm_campaign=4736adf672-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_d90a01c7ff-4736adf672-87819641\" data-href=\"https://odpl.thegovlab.com/uploads/ccm-directus/originals/aa45abf2-743d-4d58-8471-e25bff956ba5.pdf?utm_source=Digest&utm_campaign=4736adf672-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_d90a01c7ff-4736adf672-87819641\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Designing Data Collaboratives to Better Understand Human Mobility and Migration in West Africa\u003C/a>, providing findings from a first-of-its-kind rapid co-design and prototyping workshop, or “Studio.”\u003C/p>\u003Cp name=\"fb22\" id=\"fb22\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">SEPTEMBER\u003C/strong>\u003C/p>\u003Cfigure name=\"12c1\" id=\"12c1\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*HvlEOxiSVokc99JZ\" data-width=\"820\" data-height=\"596\" src=\"https://cdn-images-1.medium.com/max/800/0*HvlEOxiSVokc99JZ\">\u003C/figure>\u003Cp name=\"b93a\" id=\"b93a\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">Where Is Everyone? The Importance of Population Density Data\u003C/em>\u003C/p>\u003Cp name=\"0f94\" id=\"0f94\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“The GovLab released a new report examining data and information about population density that can help to create social and economic value. The report, \u003Ca href=\"http://files.thegovlab.org/data-artefact-study-hrsl.pdf\" data-href=\"http://files.thegovlab.org/data-artefact-study-hrsl.pdf\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">“Where Is Everyone? The Importance of Population Density Data”\u003C/a> by Aditi Ramesh, Stefaan Verhulst, Andrew Young and Andrew Zahuranec, is the first in a new series of Data Artefact Studies from The GovLab. The piece focuses in particular on Facebook’s Population Density Map and several of its implementations to understand promising practices, opportunities, challenges, and risks in the use of population density data more broadly.”\u003C/p>\u003Cp name=\"a2b6\" id=\"a2b6\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">OCTOBER\u003C/strong>\u003C/p>\u003Cfigure name=\"02ed\" id=\"02ed\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*62hh7lVq4Rcxmosv\" data-width=\"1600\" data-height=\"836\" src=\"https://cdn-images-1.medium.com/max/800/0*62hh7lVq4Rcxmosv\">\u003C/figure>\u003Cp name=\"e4ec\" id=\"e4ec\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">Data Science for Social Good: Philanthropy and Social Impact in a Complex World\u003C/em>\u003C/p>\u003Cp name=\"5eaa\" id=\"5eaa\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“SpringerLink published the book \u003Ca href=\"https://link.springer.com/book/10.1007/978-3-030-78985-5\" data-href=\"https://link.springer.com/book/10.1007/978-3-030-78985-5\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">“Data Science for Social Good: Philanthropy and Social Impact in a Complex World.”\u003C/a> Edited by Ciro Cattuto and Massimo Lapucci, the publication compiles recent research on data science for social impact, machine learning, and artificial intelligence. In addition to The GovLab’s Stefaan Verhulst, the book contains chapters from frequent GovLab collaborators and various world-class experts on science for social impact.”\u003C/p>\u003Cp name=\"0b14\" id=\"0b14\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">Data & Policy’s Special Collection: Data and Migration Policy\u003C/em>\u003C/p>\u003Cp name=\"7d24\" id=\"7d24\" class=\"graf graf--p graf-after--p\">The \u003Ca href=\"https://www.cambridge.org/core/journals/data-and-policy\" data-href=\"https://www.cambridge.org/core/journals/data-and-policy\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Data & Policy\u003C/a> second special collection was focused on \u003Ca href=\"https://www.cambridge.org/core/journals/data-and-policy/special-collections/data-and-migration-policy#\" data-href=\"https://www.cambridge.org/core/journals/data-and-policy/special-collections/data-and-migration-policy#\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Data and Migration Policy\u003C/a> and is part of the Big Data for Migration Alliance. It includes a series of articles on complex, cross-border human mobility, emphasizing the role of data in informing policy responses and humanitarian aid.” Marzia Rango (IOM) and Michele Vespe (EC JRC) act as Editors for this Special Collection with support from editor-in-chief Stefaan Verhulst.\u003C/p>\u003Cp name=\"6ece\" id=\"6ece\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">International Digital Self-Determination Network\u003C/em>\u003C/p>\u003Cp name=\"6042\" id=\"6042\" class=\"graf graf--p graf-after--p\">The \u003Ca href=\"https://idsd.network/\" data-href=\"https://idsd.network/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">International Digital Self-Determination Network\u003C/a> was formed in October 2021 and is composed of the \u003Ca href=\"https://www.eda.admin.ch/eda/en/fdfa/fdfa/organisation-fdfa/directorates-divisions/directorate-international-law.html\" data-href=\"https://www.eda.admin.ch/eda/en/fdfa/fdfa/organisation-fdfa/directorates-divisions/directorate-international-law.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Directorate of International Law\u003C/a>, Swiss Federal Department of Foreign Affairs; the \u003Ca href=\"https://caidg.smu.edu.sg/\" data-href=\"https://caidg.smu.edu.sg/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Centre for Artificial Intelligence and Data Governance\u003C/a> at Singapore Management University; the \u003Ca href=\"https://cyber.harvard.edu/\" data-href=\"https://cyber.harvard.edu/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">Berkman Klein Center\u003C/a> at Harvard University; the Global Tech Policy Practice at the \u003Ca href=\"https://www.mcts.tum.de/en/\" data-href=\"https://www.mcts.tum.de/en/\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">TUM School of Social Sciences and Technology\u003C/a> and The GovLab at New York University. \u003Ca href=\"https://medium.com/data-stewards-network/announcing-the-international-digital-self-determination-network-dc58ce9a1c9d\" data-href=\"https://medium.com/data-stewards-network/announcing-the-international-digital-self-determination-network-dc58ce9a1c9d\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">It seeks\u003C/a> to “bring together diverse perspectives from different fields around the world to study and design ways to engage in trustworthy data spaces and ensure human centric approaches.”\u003C/p>\u003Cp name=\"5113\" id=\"5113\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">NOVEMBER\u003C/strong>\u003C/p>\u003Cfigure name=\"932f\" id=\"932f\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*VE9uMiwi393iBaUd\" data-width=\"1600\" data-height=\"510\" src=\"https://cdn-images-1.medium.com/max/800/0*VE9uMiwi393iBaUd\">\u003C/figure>\u003Cp name=\"544e\" id=\"544e\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">22 Questions to Assess Responsible Data for Children (RD4C)\u003C/em>\u003C/p>\u003Cp name=\"a49e\" id=\"a49e\" class=\"graf graf--p graf-after--p\">The first product of this second phase is the \u003Ca href=\"https://rd4c.org/articles/rd4c-toolkit-launch-22-questions-to-assess-responsible-data-for-children-rd4c/index.html\" data-href=\"https://rd4c.org/articles/rd4c-toolkit-launch-22-questions-to-assess-responsible-data-for-children-rd4c/index.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">22 Questions to Assess Responsible Data for Children (RD4C)\u003C/a> tool. The RD4C principles were developed to act as a north star, guiding practitioners toward more responsible data practices. The 22 Questions to Assess Responsible Data for Children (RD4C) is an audit tool that helps stakeholders involved in the administration of data systems that handle data for and about children align their practices with the RD4C Principles.\u003C/p>\u003Cp name=\"e9ec\" id=\"e9ec\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">DECEMBER\u003C/strong>\u003C/p>\u003Cfigure name=\"8ce3\" id=\"8ce3\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" data-image-id=\"0*MybpddYJL34m-vO1\" data-width=\"1600\" data-height=\"827\" src=\"https://cdn-images-1.medium.com/max/800/0*MybpddYJL34m-vO1\">\u003C/figure>\u003Cp name=\"e064\" id=\"e064\" class=\"graf graf--p graf-after--figure\">\u003Cem class=\"markup--em markup--p-em\">NYC Council Testimony: Toward a Third Wave of Open Data for New York City\u003C/em>\u003C/p>\u003Cp name=\"9716\" id=\"9716\" class=\"graf graf--p graf--startsWithDoubleQuote graf-after--p\">“On December 10, 2021, The GovLab’s Stefaan Verhulst testified before the New York City Council Committee on Technology on “Open Data Compliance.” Joined by the mayor’s administration and a variety of experts from across the city, Stefaan reviewed the successes of New York’s open data platform, its status as an international leader in open data, and the ways New York could realize the Third Wave of Open Data. Specifically, Stefaan recommended that the City invest in data stewardship, democratize methods to surface demand, facilitate access to more non-governmental data, and explore opportunities at an even more localized level. You can read Stefaan’s full written remarks \u003Ca href=\"https://medium.com/data-stewards-network/nyc-council-testimony-toward-a-third-wave-of-open-data-for-new-york-city-e2fc816c1e7a\" data-href=\"https://medium.com/data-stewards-network/nyc-council-testimony-toward-a-third-wave-of-open-data-for-new-york-city-e2fc816c1e7a\" class=\"markup--anchor markup--p-anchor\" target=\"_blank\">here\u003C/a> and watch a recording of the full hearing \u003Ca href=\"https://livestream.com/nyccouncil/events/9152927/videos/227977103\" data-href=\"https://livestream.com/nyccouncil/events/9152927/videos/227977103\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">here\u003C/a>.”\u003C/p>\u003Cp name=\"7736\" id=\"7736\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">#Data4COVID19 Africa Challenge — Team Blogs\u003C/em>\u003C/p>\u003Cp name=\"0f59\" id=\"0f59\" class=\"graf graf--p graf-after--p graf--trailing\">To mark the end of the #Data4COVID19 Africa Challenge, the challenge teams published \u003Ca href=\"https://datachallenge.africa/blog.html\" data-href=\"https://datachallenge.africa/blog.html\" class=\"markup--anchor markup--p-anchor\" rel=\"noopener\" target=\"_blank\">blogs\u003C/a> explaining their projects and sharing their learnings from the initiative. Many also highlighted the current state of their work and their plans going forward.\u003C/p>\u003C/div>\u003C/div>\u003C/section>\n",{},"/blogposts/2021-year-in-review-chronological-overview-of-curated-highlights",{"title":40,"description":44},"2021-year-in-review-chronological-overview-of-curated-highlights","blogposts/2021-year-in-review-chronological-overview-of-curated-highlights","AERR6HWyOc3jPpTdUzohJwz4r2VfRE6IZv3hAjxV_dU",[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 Fund","https://cms.thegovlab.com/assets/a4701d40-6533-4230-8874-871ac94b3f34","https://www.linkedin.com/in/amen-ra-mashariki-1452885/",{"slug":132},"amen-ra-mashariki","/faculty/amen-ra-mashariki",{},"faculty/amen-ra-mashariki","B9EIq50RRHe6ou-4B7T6sCncR2ahTJxjNa8CKUzSMHg",{"id":138,"title":139,"affiliation":140,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":141,"legacy":15,"linkedin":142,"meta":143,"name":139,"navigation":15,"path":145,"photo":34,"role":34,"seo":146,"stem":147,"topic":34,"website":34,"__hash__":148},"faculty/faculty/amy-regas.json","Amy Regas","Tetra Tech","https://cms.thegovlab.com/assets/4b28666d-dde5-4d03-bd08-d7aa6009b6e3","https://www.linkedin.com/in/amykimregas/",{"slug":144},"amy-regas","/faculty/amy-regas",{},"faculty/amy-regas","YdWm44wcLD4bmciE5cbyAEjZTvsqHUtaxZLa3Hsy1I4",{"id":150,"title":151,"affiliation":152,"bio":34,"body":34,"category":87,"cohort":102,"description":34,"expertise":34,"extension":45,"headshot":34,"image":153,"legacy":46,"linkedin":154,"meta":155,"name":151,"navigation":15,"path":157,"photo":34,"role":34,"seo":158,"stem":159,"topic":160,"website":34,"__hash__":161},"faculty/faculty/andrea-zaramella.json","Andrea Zaramella","Vodafone Business","https://cms.thegovlab.com/assets/6bb956bb-52af-469e-8cdf-2dff4a4a4321","https://www.linkedin.com/in/andreazaramelladott/",{"slug":156},"andrea-zaramella","/faculty/andrea-zaramella",{},"faculty/andrea-zaramella","Use of TELCO Data for Impact Evaluation","VkhRswUzIdWPshGjj7Js6ub9aLPKoPWBg3C4mMWCB68",{"id":163,"title":164,"affiliation":165,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":166,"legacy":15,"linkedin":167,"meta":168,"name":164,"navigation":15,"path":170,"photo":34,"role":34,"seo":171,"stem":172,"topic":34,"website":34,"__hash__":173},"faculty/faculty/andrew-collinge.json","Andrew Collinge","Jacobs","https://cms.thegovlab.com/assets/6a9b4a0a-d447-4c44-aeaa-ab2155274359","https://www.linkedin.com/in/andrew-collinge-0708b91b/",{"slug":169},"andrew-collinge","/faculty/andrew-collinge",{},"faculty/andrew-collinge","CJI_-FFIpM7E761MupRMJsu5qZDTThFIU9aiNR1X2s0",{"id":175,"title":176,"affiliation":34,"bio":177,"body":34,"category":73,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":178,"legacy":46,"linkedin":179,"meta":180,"name":182,"navigation":15,"path":183,"photo":34,"role":184,"seo":185,"stem":186,"topic":34,"website":34,"__hash__":187},"faculty/faculty/andrew-j-zahuranec.json","Andrew J Zahuranec","\u003Cp dir=\"ltr\">Andrew J. Zahuranec is a Research and Partnership Manager at The GovLab, where he oversees projects focused on how advances in science and technology can improve governance and help society better address systemic challenges such as climate change and migration. Andrew has coordinated and managed various initiatives, including the #Data4COVID19 Africa Challenge—a collaboration between l'Agence française de développement (AFD), Expertise France, and The GovLab to accelerate responsible data innovation to tackle COVID-19 pandemic and its effects across Africa—and the Responsible Data for Children initiative—a collaboration with UNICEF to promote the more effective and responsible use of data for and about children in settings afflicted with challenges such as forced migration, climate change, and disaster response. \u003C/p>\n\u003Cp>\u003Cstrong id=\"docs-internal-guid-ccdeb17b-7fff-01a5-cb71-4ee622a7f2b9\">\u003Cbr>\u003C/strong>In addition, Andrew conducts significant research on data collaboration and data stewardship, especially as they relate to ongoing, dynamic crises. He developed publications including \u003Cem>The #Data4COVID19 Review, The Use of Mobility Data for Responding to the COVID-19 Pandemic, and What Is Mobility Data? Where Is It Used?\u003C/em>, all of which examined the role that non-traditional data could play in understanding patterns of human mobility for pandemic response. He is a lead for the Data Stewards Academy and has facilitated courses on data stewardship for the State of Maryland.\u003C/p>","https://cms.thegovlab.com/assets/d7d6b2e8-0e2e-4f85-b1b7-2074e8ab6932","https://www.linkedin.com/in/ajzahuranec/",{"slug":181},"andrew-j-zahuranec","Andrew J. Zahuranec","/faculty/andrew-j-zahuranec","Course Facilitator",{},"faculty/andrew-j-zahuranec","yzaZQzcLZDC1c1DhsU9KAioBGaCIWd8NOlZVK5ui2Vw",{"id":189,"title":190,"affiliation":34,"bio":191,"body":34,"category":60,"cohort":34,"description":34,"expertise":34,"extension":45,"headshot":34,"image":192,"legacy":46,"linkedin":34,"meta":193,"name":190,"navigation":15,"path":195,"photo":34,"role":196,"seo":197,"stem":198,"topic":34,"website":34,"__hash__":199},"faculty/faculty/andrew-young.json","Andrew Young","Andrew Young is the Knowledge Director at The GovLab, where he leads research efforts focusing on the impact of technology on public institutions. Among the grant-funded projects he has directed are a global assessment of the impact of open government data; comparative benchmarking of government innovation efforts against those of other countries; a methodology for leveraging corporate data to benefit the public good; and crafting the experimental design for testing the adoption of technology innovations in federal agencies.","https://cms.thegovlab.com/assets/25da5949-b5b6-4d38-9536-d1c14254d987",{"slug":194},"andrew-young","/faculty/andrew-young","Knowledge Director",{},"faculty/andrew-young","ES3foDZEbla4rnSjm-O-j2YKaeuV7UJT-wYzo3nsWHM",{"id":201,"title":202,"affiliation":203,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":204,"legacy":15,"linkedin":205,"meta":206,"name":202,"navigation":15,"path":208,"photo":34,"role":34,"seo":209,"stem":210,"topic":34,"website":34,"__hash__":211},"faculty/faculty/astha-kapoor.json","Astha Kapoor","Aapti Institute","https://cms.thegovlab.com/assets/e6b4a35a-9c6b-4cca-a83f-ec6a030191cf","https://www.linkedin.com/in/astha-kapoor-020b4760/",{"slug":207},"astha-kapoor","/faculty/astha-kapoor",{},"faculty/astha-kapoor","1dBPf4BnttnxR4o4dPzmhz1cd59hs20Kcoz01SZiY50",{"id":213,"title":214,"affiliation":215,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":216,"legacy":15,"linkedin":217,"meta":218,"name":214,"navigation":15,"path":220,"photo":34,"role":34,"seo":221,"stem":222,"topic":34,"website":34,"__hash__":223},"faculty/faculty/audrey-tang.json","Audrey Tang","Ministry of Foreign Affairs, Taiwan","https://cms.thegovlab.com/assets/69c84800-8eba-4fc4-b536-4971a87729bb","https://www.linkedin.com/in/tangaudrey/",{"slug":219},"audrey-tang","/faculty/audrey-tang",{},"faculty/audrey-tang","guDc8SZ1teF85fU2ZpyjBo5kT7eFEi6aqz0KnMI3ZQc",{"id":225,"title":226,"affiliation":227,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":228,"legacy":15,"linkedin":229,"meta":230,"name":226,"navigation":15,"path":232,"photo":34,"role":34,"seo":233,"stem":234,"topic":34,"website":34,"__hash__":235},"faculty/faculty/bapu-vaitla.json","Bapu Vaitla","City of Davis & Data2X","https://cms.thegovlab.com/assets/55cfe9b5-222f-4521-8416-b6dca6f2969c","https://www.linkedin.com/in/bapu-vaitla-3389b94/",{"slug":231},"bapu-vaitla","/faculty/bapu-vaitla",{},"faculty/bapu-vaitla","xY4K5eu3CdK8TcDvRERRonurgCaRe7vfqME3ptSPXoQ",{"id":237,"title":238,"affiliation":239,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":240,"legacy":15,"linkedin":241,"meta":242,"name":238,"navigation":15,"path":244,"photo":34,"role":34,"seo":245,"stem":246,"topic":34,"website":34,"__hash__":247},"faculty/faculty/barbara-ubaldi.json","Barbara Ubaldi","Tony Blair Institute for Global Change","https://cms.thegovlab.com/assets/6a3cc3f2-b0d1-46d0-94fe-088d6607976f","https://www.linkedin.com/in/barbara-ubaldi-416146/",{"slug":243},"barbara-ubaldi","/faculty/barbara-ubaldi",{},"faculty/barbara-ubaldi","OqdWXuIUfhBjhmn9X4-G4P0L3YgggPM_hGvvy9C8Iho",{"id":249,"title":250,"affiliation":251,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":252,"legacy":15,"linkedin":253,"meta":254,"name":250,"navigation":15,"path":256,"photo":34,"role":34,"seo":257,"stem":258,"topic":34,"website":34,"__hash__":259},"faculty/faculty/bart-rousseau.json","Bart Rousseau","Digital Vlaanderen","https://cms.thegovlab.com/assets/1aa4a2bb-f3e7-4509-89e5-0605a0a92423","https://www.linkedin.com/in/bartrosseau/",{"slug":255},"bart-rousseau","/faculty/bart-rousseau",{},"faculty/bart-rousseau","FzXJOFe3JOVPVIw_CuvcAR_rOIaEScwzutzZ2svmUoI",{"id":261,"title":262,"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":263,"name":265,"navigation":15,"path":266,"photo":34,"role":34,"seo":267,"stem":268,"topic":34,"website":34,"__hash__":269},"faculty/faculty/begona-g-otero.json","Begona G Otero",{"slug":264},"begona-g-otero","Begoña G. 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University","https://cms.thegovlab.com/assets/e8770782-607b-4f62-8076-7980c7a7173f","https://www.linkedin.com/in/julia-stoyanovich-b184851/",{"slug":913},"julia-stoyanovich","/faculty/julia-stoyanovich",{},"faculty/julia-stoyanovich","Gw1KbXq3FyB0quxq7VTlz_EgLKDJlJrlDiEl2LQ0J0c",{"id":919,"title":920,"affiliation":921,"bio":34,"body":34,"category":87,"cohort":116,"description":34,"expertise":34,"extension":45,"headshot":34,"image":922,"legacy":15,"linkedin":923,"meta":924,"name":920,"navigation":15,"path":926,"photo":34,"role":34,"seo":927,"stem":928,"topic":34,"website":34,"__hash__":929},"faculty/faculty/kersten-jauer.json","Kersten Jauer","United 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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",1781873989750]