[{"data":1,"prerenderedAt":1600},["ShallowReactive",2],{"page-config-/news/the-potential-of-data-collaboratives-for-covid19":3,"news-post-the-potential-of-data-collaboratives-for-covid19":38,"all-faculty-news-detail":56},{"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":43,"date":44,"description":45,"duration":34,"endTime":34,"extendedContent":34,"extension":46,"featured":47,"heading":40,"image":48,"location":34,"locationType":34,"mainContent":49,"meta":50,"navigation":15,"path":51,"registrationLink":34,"seo":52,"slug":53,"startTime":34,"stem":54,"tags":34,"videoUrl":34,"__hash__":55},"blogposts/blogposts/the-potential-of-data-collaboratives-for-covid19.json","The potential of Data Collaboratives for COVID19","The GovLab",[],"blog","2020-04-02T19:57:09","We live in almost unimaginable times. The spread of COVID-19 is a human tragedy and global crisis that will impact our communities for many years to come...","json",false,"https://cdn-images-1.medium.com/max/800/1*HByzVKe13Yg-7Sl392JxdA.jpeg","\u003Csection class=\"section section--body section--first section--last\">\n\u003Cdiv class=\"section-divider\">\u003Chr class=\"section-divider\">\u003C/div>\n\u003Cdiv class=\"section-content\">\n\u003Cdiv class=\"section-inner sectionLayout--insetColumn\">\n\u003Ch3 id=\"2002\" class=\"graf graf--h3 graf--leading graf--title\">The potential of Data Collaboratives for COVID19\u003C/h3>\n\u003Cp id=\"96b2\" class=\"graf graf--p graf-after--h3\">\u003Cem class=\"markup--em markup--p-em\">By \u003C/em>\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://medium.com/@sverhulst\" target=\"_blank\" rel=\"noopener\" data-href=\"https://medium.com/@sverhulst\">\u003Cem class=\"markup--em markup--p-em\">Stefaan G. Verhulst\u003C/em>\u003C/a>\u003C/p>\n\u003Cfigure id=\"94f8\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" src=\"https://cdn-images-1.medium.com/max/800/1*HByzVKe13Yg-7Sl392JxdA.jpeg\" data-image-id=\"1*HByzVKe13Yg-7Sl392JxdA.jpeg\" data-width=\"5472\" data-height=\"3648\" data-is-featured=\"true\">\n\u003Cfigcaption class=\"imageCaption\">Photo by \u003Ca class=\"markup--anchor markup--figure-anchor\" href=\"https://unsplash.com/@margotd1?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText\" target=\"_blank\" rel=\"noopener\" data-href=\"https://unsplash.com/@margotd1?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText\">Margaret Weir\u003C/a> on \u003Ca class=\"markup--anchor markup--figure-anchor\" href=\"https://unsplash.com/s/photos/data?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText\" target=\"_blank\" rel=\"noopener\" data-href=\"https://unsplash.com/s/photos/data?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText\">Unsplash\u003C/a>\u003C/figcaption>\n\u003C/figure>\n\u003Cp id=\"28d3\" class=\"graf graf--p graf-after--figure\">We live in almost unimaginable times. The spread of COVID-19 is a human tragedy and global crisis that will impact our communities for many years to come. The \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.nytimes.com/2020/03/22/health/coronavirus-restrictions-us.html\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://www.nytimes.com/2020/03/22/health/coronavirus-restrictions-us.html\">social\u003C/a> and \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://news.un.org/en/story/2020/03/1059011\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://news.un.org/en/story/2020/03/1059011\">economic\u003C/a> costs are huge and mounting, and they are already contributing to \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.wsj.com/articles/global-stock-markets-dow-update-3-23-2020-11584925602?mod=article_inline\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://www.wsj.com/articles/global-stock-markets-dow-update-3-23-2020-11584925602?mod=article_inline\">a global slowdown\u003C/a>. Every day, the emerging pandemic reveals new vulnerabilities in various aspects of our economic, political and social lives. These include our vastly overstretched public health services, our dysfunctional political climate, and our fragile global supply chains and financial markets.\u003C/p>\n\u003Cp id=\"f6f9\" class=\"graf graf--p graf-after--p\">The unfolding crisis is also making shortcomings clear in another area: the way we re-use data responsibly. Although this aspect of the crisis has been less remarked upon than other, more obvious failures, those who work with data — and who have seen its potential to impact the public good — understand that we have failed to create the necessary governance and institutional structures that would allow us to harness data responsibly to halt or at least limit this pandemic. \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.statnews.com/2020/03/17/a-fiasco-in-the-making-as-the-coronavirus-pandemic-takes-hold-we-are-making-decisions-without-reliable-data/\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://www.statnews.com/2020/03/17/a-fiasco-in-the-making-as-the-coronavirus-pandemic-takes-hold-we-are-making-decisions-without-reliable-data/\">A recent article in Stat\u003C/a>, an online journal dedicated to health news, characterized the COVID-19 outbreak as “a once-in-a-century evidence fiasco.” The article continues:\u003C/p>\n\u003Cblockquote id=\"e202\" class=\"graf graf--blockquote graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--blockquote-em\">“At a time when everyone needs better information, […] we lack reliable evidence on how many people have been infected with SARS-CoV-2 or who continue to become infected. Better information is needed to guide decisions and actions of monumental significance and to monitor their impact.”\u003C/em>\u003C/blockquote>\n\u003Cp id=\"8472\" class=\"graf graf--p graf-after--blockquote\">It doesn’t have to be this way, and these data challenges are not an excuse for inaction. As we explain in what follows, there is ample evidence that the re-use of data can help mitigate health pandemics. A robust (if somewhat unsystematized) body of knowledge could direct policymakers and others in their efforts. In the second part of this article, we outline eight steps that key stakeholders can and should take to better re-use data in the fight against COVID-19. In particular, we argue that more responsible \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"http://datastewards.net\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"http://datastewards.net\">data stewardship\u003C/a> and increased use of \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"http://datacollaboratives.org\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"http://datacollaboratives.org\">data collaboratives\u003C/a> are critical.\u003C/p>\n\u003Cp id=\"8522\" class=\"graf graf--p graf-after--p\">I. Theory of the Case: How Data — and Data Re-Use — Can Fight Pandemics\u003C/p>\n\u003Cp id=\"a818\" class=\"graf graf--p graf-after--p\">A range of evidence exists from around the world to suggest that better use of data can help to address many complex public problems, including climate change, crime, economic inequality, and public health crises. At The GovLab, the action-research center at New York University which I co-founded, we have repeatedly seen that the sharing and reuse of aggregated and anonymized data — e.g., from telecommunications, social media, satellites, and Internet of Things sensors — can \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://techcrunch.com/2014/11/08/using-big-data-to-fight-pandemics/\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://techcrunch.com/2014/11/08/using-big-data-to-fight-pandemics/\">improve traditional models\u003C/a>for tracking disease propagation and other questions.\u003C/p>\n\u003Cp id=\"5857\" class=\"graf graf--p graf-after--p\">Such efforts often occur when private companies repurpose their data, collected during the normal course of business, toward public ends. For instance, telecommunications data from the company Orange has been re-used to support the response to \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4205120/\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4205120/\">Ebola\u003C/a> in Africa; and data from Telefónica in Mexico has been deployed to combat \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.theguardian.com/media-network/media-network-blog/2013/sep/05/combating-epidemics-big-mobile-data\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://www.theguardian.com/media-network/media-network-blog/2013/sep/05/combating-epidemics-big-mobile-data\">swine flu\u003C/a>. Social media data from Facebook has likewise been used to understand public perceptions around \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://datacollaboratives.org/cases/facebook-insights-for-impact-zika.html\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://datacollaboratives.org/cases/facebook-insights-for-impact-zika.html\">Zika in Brazil\u003C/a> while satellite data has helped track seasonal \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://science.sciencemag.org/content/334/6061/1424\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://science.sciencemag.org/content/334/6061/1424\">measles outbreaks in Niger\u003C/a>. In addition, geospatial data has\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://datacollaboratives.org/cases/disarm-disease-surveillance-and-risk-monitoring.html\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://datacollaboratives.org/cases/disarm-disease-surveillance-and-risk-monitoring.html\"> supported malaria surveillance and eradication\u003C/a> efforts in Sub-Saharan Africa and, more generally, many infectious diseases have been monitored\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.ncbi.nlm.nih.gov/pubmed/25022440?dopt=Abstract\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://www.ncbi.nlm.nih.gov/pubmed/25022440?dopt=Abstract\"> using mobile phones and other mobility-related\u003C/a> data.\u003C/p>\n\u003Cp id=\"0866\" class=\"graf graf--p graf-after--p\">The potential and realized contributions of all this data teach us several \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://science.sciencemag.org/content/early/2020/03/20/science.abb8021\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://science.sciencemag.org/content/early/2020/03/20/science.abb8021\">vital lessons\u003C/a>. Chief among these is the importance of re-using data, particularly involving entities working toward the public good leveraging data held by the private sector. In all the examples mentioned above, the potential of data was realized when companies provided public, non-profit, research, or civic organizations with functional access to privately held datasets. We call such partnerships \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"http://datacollaboratives.org\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"http://datacollaboratives.org\">data collaboratives.\u003C/a> They are an emerging form of public–private cooperation deployed around the world, often with significant results.\u003C/p>\n\u003Cp id=\"b471\" class=\"graf graf--p graf-after--p\">The second important lesson is that the supply of and demand for data is often widely dispersed across geographies and sectors. Combined with a shortage of data expertise, particularly within smaller non-profit and civic organizations, this fragmentation leads to tremendous inefficiencies that stunt data’s potential and limit its ability to mitigate complex public problems. The problem of fragmentation is exacerbated by conflicting legal jurisdictions and often poorly communicated and misunderstood regulatory regimes.\u003C/p>\n\u003Cp id=\"4d9f\" class=\"graf graf--p graf-after--p\">These inefficiencies in data collaboration lead to costly delays in response times, lost opportunities to save lives and livelihoods, and a persistent lack of preparation for future threats. Much potentially impactful data is never made accessible to those who could productively use it. Much of the data that is released is never used in a systematic and sustainable way due to limited discoverability, poor quality, and a lack of data expertise among recipient organizations. The European Commission’s \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://ec.europa.eu/digital-single-market/en/news/experts-say-privately-held-data-available-european-union-should-be-used-better-and-more\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://ec.europa.eu/digital-single-market/en/news/experts-say-privately-held-data-available-european-union-should-be-used-better-and-more\">Expert Group\u003C/a> on Business to Government Data Sharing, of which I am a member, recently stated:\u003C/p>\n\u003Cblockquote id=\"4051\" class=\"graf graf--blockquote graf--startsWithDoubleQuote graf-after--p\">\u003Cem class=\"markup--em markup--blockquote-em\">“[M]uch of the potential for data and its insights to be used for the benefit of society remains untapped […] Due to organisational, technical and legal obstacles (as well as an overall lack of a data-sharing culture) business-to-government (B2G) data-sharing partnerships are still largely isolated, short-term collaborations.” (Executive Summary, p. 7.)\u003C/em>\u003C/blockquote>\n\u003Cp id=\"ceae\" class=\"graf graf--p graf-after--blockquote\">II. Seven Steps Toward Better Re-Use of Data to Fight COVID-19\u003C/p>\n\u003Cfigure id=\"1e26\" class=\"graf graf--figure graf-after--p\">\u003Cimg class=\"graf-image\" src=\"https://cdn-images-1.medium.com/max/800/0*P4RsVypfk9pnDdHu\" data-image-id=\"0*P4RsVypfk9pnDdHu\" data-width=\"1600\" data-height=\"1236\">\u003C/figure>\n\u003Cp id=\"b9a2\" class=\"graf graf--p graf-after--figure\">How do we overcome these shortcomings? Based on the European Expert Group’s \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://ec.europa.eu/digital-single-market/en/news/experts-say-privately-held-data-available-european-union-should-be-used-better-and-more\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://ec.europa.eu/digital-single-market/en/news/experts-say-privately-held-data-available-european-union-should-be-used-better-and-more\">final report\u003C/a>, \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"http://datacollaboratives.org\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"http://datacollaboratives.org\">our own research\u003C/a>, and that of others (see a full list \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"/news/a-call-for-action\" target=\"_blank\" rel=\"noopener\" data-href=\"/news/a-call-for-action\">here\u003C/a>), we have identified seven steps that should be taken immediately by policymakers and other stakeholders. These steps would enhance the data collaboration ecosystem, helping to ease inefficiencies and bottlenecks. In the process, they would make the re-use of data a much more potent weapon in the fight against Covid-19, as well as other future pandemics.\u003C/p>\n\u003Cp id=\"27d1\" class=\"graf graf--p graf-after--p\">1. DEVELOP A GOVERNANCE FRAMEWORK: The lack of clear, consistent national and transnational governance frameworks is one of the main factors currently limiting the potential of data re-use. Hence, it is crucial public and private actors, as well as civil society, work together to develop or clarify a clear set of laws, regulations and norms to govern the trusted re-use of privately held data for the public interest. This framework should include \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.sdsntrends.org/research/countingontheworld\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://www.sdsntrends.org/research/countingontheworld\">governance principles\u003C/a>, open data policies, trusted \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://contractsfordatacollaboration.org/\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://contractsfordatacollaboration.org/\">data re-use agreements\u003C/a>, and transparency requirements and safeguards. In addition, it should include accountability mechanisms, including \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://datacollaboratives.org/cases/orange-telecom-data-for-development-challenge-d4d.html\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://datacollaboratives.org/cases/orange-telecom-data-for-development-challenge-d4d.html\">ethical councils\u003C/a>, that clearly define duties of care for data accessed in emergency contexts and do not obligate new and additional data collection by the private sector.\u003C/p>\n\u003Cp id=\"0315\" class=\"graf graf--p graf-after--p\">2. BUILD CAPACITY: Collaboration is also frequently limited by a lack of capacity — technical, financial and otherwise — to re-purpose and re-use data. It’s therefore essential that policymakers and other stakeholders work to increase the readiness and operational capacity of the public and private sectors to re-use and act on data, for example by investing in training, education, awareness building and reskilling for lawmakers and civil servants. Building capacity also includes increasing the ability to \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"http://the100questions.org\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"http://the100questions.org\">ask and formulate questions\u003C/a> that matter and that can be answered in a meaningful way by data. Currently, much data is released by organizations without any clear purpose or clearly understood end use. Identifying and articulating a list of priority questions, as well as \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://www.thegovlab.org/static/files/publications/GovLabMetrics.pdf\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://www.thegovlab.org/static/files/publications/GovLabMetrics.pdf\">metrics to assess impact\u003C/a>, could facilitate more targeted and rapid responses by data holders when societies are confronted with crises.\u003C/p>\n\u003Cp id=\"a74e\" class=\"graf graf--p graf-after--p\">3. ESTABLISH DATA STEWARDS: Private, public, and civil society entities should create and promote the position of \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"http://www.thegovlab.org/static/files/publications/wanted-data-stewards.pdf\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"http://www.thegovlab.org/static/files/publications/wanted-data-stewards.pdf\">Chief Data Stewards\u003C/a> within organisations. Data stewards can take the form of individuals or groups within organisations. They are tasked with identifying and nurturing potential collaborations, as well as with identifying data that could be shared toward the public interest. Data stewards can also lead efforts to measure impact and ensure that any insights that result from sharing are actually acted upon. Importantly, Data stewards should be mandated with protecting potentially sensitive information and ensuring the re-use of data does not violate privacy.\u003C/p>\n\u003Cp id=\"ee2d\" class=\"graf graf--p graf-after--p\">4. BUILD A NETWORK: Parties across sectors should work together to establish a \u003Ca class=\"markup--anchor markup--p-anchor\" href=\"https://datastewards.net/\" target=\"_blank\" rel=\"noopener nofollow noopener\" data-href=\"https://datastewards.net/\">network of data stewards\u003C/a>. This community of practice could coordinate and streamline efforts and provide greater transparency on current work on data stewardship and collaboration. Its mission, objectives, participants, and criteria for participation should all be made open to the public, and its activities should be undertaken in an inclusive manner.\u003C/p>\n\u003Cp id=\"9904\" class=\"graf graf--p graf-after--p\">5. ENGAGE CITIZENS: Citizens should be encouraged to co-create data collaboratives for well-defined and documented public interest purposes of their own choice. To enable this, governments and corporations should promote user-friendly crowdsourcing and data donation mechanisms. These mechanisms should clearly articulate to citizens how their data will be responsibly used, re-used, and protected. In general, efforts should be made to make more transparent to citizens what the benefits of data collaboration could be for them personally, and for society at large.\u003C/p>\n\u003Cp id=\"83b2\" class=\"graf graf--p graf-after--p\">6. UNLOCK FUNDS: Funding from a variety of sources, including crowdfunding, should be unlocked and sustained without the use of heavy-handed procurement. Funders should support data systems and infrastructure with an eye toward future crises as well as current challenges. A system of pre-qualified recipients should be established to facilitate rapid access to funds and other resources during the early stages of a crisis. Other incentives for data collaboration should also be established, including public recognition of private companies and civil organisations that engage in data collaboratives, so that they may be eligible for funds. In addition, existing schemes that exist to incentivize or encourage data collaboration should take societal priorities into account when making decisions on how to allocate funds.\u003C/p>\n\u003Cp id=\"f106\" class=\"graf graf--p graf-after--p\">7. PROMOTE TECHNOLOGICAL INNOVATION: For all the progress in data methods and new hardware and software, technology continues to be something of a bottleneck. With the support of governments and foundations, data scientists and researchers should co-design and co-develop technologies that can help implement data collaboration at scale, in a responsible and sustainable way. This collaborative research should be as transparent and interdisciplinary as possible, and could focus initially on core needs such as privacy-preserving technologies, security technologies, and access-control technologies.\u003C/p>\n\u003Cp id=\"0cbd\" class=\"graf graf--p graf-after--p\">One overarching component of our framework is essential to emphasize, and applies to all of the above action items. Sharing is not, and cannot become, a pretext for privacy violations or erosions. Reuse must only take place on aggregated and anonymized data within the confines of a strict set of rules that ensure privacy. Societal benefits cannot come at the cost of individual rights (or else they are no benefits at all). As explained above, data stewards will play an important role in ensuring these protections. Working with other internal and external stakeholders, they can ensure privacy protections, and that the potential of personal data to solve public problems is never used as justification for the limitation of individual liberties.\u003C/p>\n\u003Cp id=\"8e62\" class=\"graf graf--p graf-after--p\">\u003Cstrong class=\"markup--strong markup--p-strong\">Conclusion\u003C/strong>\u003C/p>\n\u003Cp id=\"5756\" class=\"graf graf--p graf-after--p\">Needless to say, these seven steps are not silver bullets. They will not, on their own, eliminate existing roadblocks to data collaboration. They will also not single-handedly allow us to overcome the global pandemic the world now confronts, but this is a long, hard-fought battle, and every inch counts.\u003C/p>\n\u003Cp id=\"6212\" class=\"graf graf--p graf-after--p\">Data can be a potent weapon, especially when it is re-used responsibly across actors and sectors. The recommendations we outline here represent an important first step toward unleashing that potential. At The GovLab, we plan to continue our research — in collaboration with our many partners, including the 300 individuals that have signed our Call for Action from around the world — toward identifying legitimate and effective ways to implement the above steps.\u003C/p>\n\u003Cp id=\"014b\" class=\"graf graf--p graf-after--p\">\u003Cem class=\"markup--em markup--p-em\">The above article is based upon a \u003C/em>\u003Ca class=\"markup--anchor markup--p-anchor\" href=\"/news/a-call-for-action\" target=\"_blank\" rel=\"noopener\" data-href=\"/news/a-call-for-action\">\u003Cem class=\"markup--em markup--p-em\">Call For Action: Toward Building The \u003C/em>\u003Cstrong class=\"markup--strong markup--p-strong\">\u003Cem class=\"markup--em markup--p-em\">Data Infrastructure And Ecosystem\u003C/em>\u003C/strong>\u003Cem class=\"markup--em markup--p-em\"> We Need To Tackle Pandemics And Other Dynamic Societal And Environmental Threats\u003C/em>\u003C/a>\u003Cem class=\"markup--em markup--p-em\">. It has received almost 300 signatories.\u003C/em>\u003C/p>\n\u003Cp id=\"fd3b\" class=\"graf graf--p graf-after--p graf--trailing\">\u003Cem class=\"markup--em markup--p-em\">The author would like to thank all signatories and in particular Ciro Cattuto and Richard Benjamins for their leadership and support in the initiation of the call; and Andrew Young, Andrew J. Zahuranec and Michelle Winowatan, all at The GovLab, for their research support.\u003C/em>\u003C/p>\n\u003C/div>\n\u003C/div>\n\u003C/section>",{},"/blogposts/the-potential-of-data-collaboratives-for-covid19",{"title":40,"description":45},"the-potential-of-data-collaboratives-for-covid19","blogposts/the-potential-of-data-collaboratives-for-covid19","cIKvQ_ObmnUeABOIeVX0RnSzGxXibsZy5vFBm-RBCQQ",[57,70,84,99,113,126,138,150,163,175,189,201,213,225,237,249,261,271,282,296,309,322,335,346,358,372,387,400,413,426,439,452,461,474,486,498,511,524,536,548,560,572,585,598,610,622,635,646,657,671,684,698,709,722,733,746,758,770,782,795,807,819,833,846,859,871,883,895,907,919,931,943,955,968,980,992,1006,1018,1030,1041,1055,1068,1082,1094,1107,1119,1131,1143,1155,1165,1177,1189,1201,1214,1226,1238,1253,1265,1277,1291,1303,1317,1331,1344,1357,1369,1382,1394,1406,1418,1430,1443,1455,1468,1479,1490,1504,1517,1529,1541,1553,1564,1576,1587],{"id":58,"title":59,"affiliation":34,"bio":60,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":62,"legacy":47,"linkedin":34,"meta":63,"name":59,"navigation":15,"path":65,"photo":34,"role":66,"seo":67,"stem":68,"topic":34,"website":34,"__hash__":69},"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":64},"adam-zable","/faculty/adam-zable","Research Fellow",{},"faculty/adam-zable","5bR3wydz1eXMWjD7PSD8j4im9GZM7_x4k8iz5TN85Dw",{"id":71,"title":72,"affiliation":34,"bio":73,"body":34,"category":74,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":75,"legacy":15,"linkedin":76,"meta":77,"name":72,"navigation":15,"path":79,"photo":34,"role":80,"seo":81,"stem":82,"topic":34,"website":34,"__hash__":83},"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":78},"adrienne-schmoeker","/faculty/adrienne-schmoeker","Course Advisor",{},"faculty/adrienne-schmoeker","z_7IPuXoKOHDOgpFTsSqBY_T1QYYDk0kAWowjYGC3ow",{"id":85,"title":86,"affiliation":87,"bio":34,"body":34,"category":88,"cohort":89,"description":34,"expertise":34,"extension":46,"headshot":34,"image":90,"legacy":47,"linkedin":91,"meta":92,"name":86,"navigation":15,"path":94,"photo":34,"role":34,"seo":95,"stem":96,"topic":97,"website":34,"__hash__":98},"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":93},"alex-hutchison","/faculty/alex-hutchison",{},"faculty/alex-hutchison","Impact Measurement & Work of Data for Children Collaborative","Q6zJ9wxOc_kYKt4uhkMYd9u3Ptug0EKTJWUmU75-NX4",{"id":100,"title":101,"affiliation":102,"bio":34,"body":34,"category":88,"cohort":103,"description":34,"expertise":34,"extension":46,"headshot":34,"image":104,"legacy":15,"linkedin":105,"meta":106,"name":101,"navigation":15,"path":108,"photo":34,"role":34,"seo":109,"stem":110,"topic":111,"website":34,"__hash__":112},"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":107},"alex-pompe","/faculty/alex-pompe",{},"faculty/alex-pompe","Data powered collaborations for social good & Meta's Data for Good Work","NxXESqPg21h7BH-7afZnYJ00dZxFvjnMPJZFkxAyNPY",{"id":114,"title":115,"affiliation":116,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":118,"legacy":15,"linkedin":119,"meta":120,"name":115,"navigation":15,"path":122,"photo":34,"role":34,"seo":123,"stem":124,"topic":34,"website":34,"__hash__":125},"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":121},"alison-paprica","/faculty/alison-paprica",{},"faculty/alison-paprica","GdVZUxEJDplSSVWpxCQFaDliddUXHhtXXbk2BbtBQeA",{"id":127,"title":128,"affiliation":129,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":130,"legacy":15,"linkedin":131,"meta":132,"name":128,"navigation":15,"path":134,"photo":34,"role":34,"seo":135,"stem":136,"topic":34,"website":34,"__hash__":137},"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":133},"amen-ra-mashariki","/faculty/amen-ra-mashariki",{},"faculty/amen-ra-mashariki","B9EIq50RRHe6ou-4B7T6sCncR2ahTJxjNa8CKUzSMHg",{"id":139,"title":140,"affiliation":141,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":142,"legacy":15,"linkedin":143,"meta":144,"name":140,"navigation":15,"path":146,"photo":34,"role":34,"seo":147,"stem":148,"topic":34,"website":34,"__hash__":149},"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":145},"amy-regas","/faculty/amy-regas",{},"faculty/amy-regas","YdWm44wcLD4bmciE5cbyAEjZTvsqHUtaxZLa3Hsy1I4",{"id":151,"title":152,"affiliation":153,"bio":34,"body":34,"category":88,"cohort":103,"description":34,"expertise":34,"extension":46,"headshot":34,"image":154,"legacy":47,"linkedin":155,"meta":156,"name":152,"navigation":15,"path":158,"photo":34,"role":34,"seo":159,"stem":160,"topic":161,"website":34,"__hash__":162},"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":157},"andrea-zaramella","/faculty/andrea-zaramella",{},"faculty/andrea-zaramella","Use of TELCO Data for Impact Evaluation","VkhRswUzIdWPshGjj7Js6ub9aLPKoPWBg3C4mMWCB68",{"id":164,"title":165,"affiliation":166,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":167,"legacy":15,"linkedin":168,"meta":169,"name":165,"navigation":15,"path":171,"photo":34,"role":34,"seo":172,"stem":173,"topic":34,"website":34,"__hash__":174},"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":170},"andrew-collinge","/faculty/andrew-collinge",{},"faculty/andrew-collinge","CJI_-FFIpM7E761MupRMJsu5qZDTThFIU9aiNR1X2s0",{"id":176,"title":177,"affiliation":34,"bio":178,"body":34,"category":74,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":179,"legacy":47,"linkedin":180,"meta":181,"name":183,"navigation":15,"path":184,"photo":34,"role":185,"seo":186,"stem":187,"topic":34,"website":34,"__hash__":188},"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":182},"andrew-j-zahuranec","Andrew J. Zahuranec","/faculty/andrew-j-zahuranec","Course Facilitator",{},"faculty/andrew-j-zahuranec","yzaZQzcLZDC1c1DhsU9KAioBGaCIWd8NOlZVK5ui2Vw",{"id":190,"title":191,"affiliation":34,"bio":192,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":193,"legacy":47,"linkedin":34,"meta":194,"name":191,"navigation":15,"path":196,"photo":34,"role":197,"seo":198,"stem":199,"topic":34,"website":34,"__hash__":200},"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":195},"andrew-young","/faculty/andrew-young","Knowledge Director",{},"faculty/andrew-young","ES3foDZEbla4rnSjm-O-j2YKaeuV7UJT-wYzo3nsWHM",{"id":202,"title":203,"affiliation":204,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":205,"legacy":15,"linkedin":206,"meta":207,"name":203,"navigation":15,"path":209,"photo":34,"role":34,"seo":210,"stem":211,"topic":34,"website":34,"__hash__":212},"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":208},"astha-kapoor","/faculty/astha-kapoor",{},"faculty/astha-kapoor","1dBPf4BnttnxR4o4dPzmhz1cd59hs20Kcoz01SZiY50",{"id":214,"title":215,"affiliation":216,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":217,"legacy":15,"linkedin":218,"meta":219,"name":215,"navigation":15,"path":221,"photo":34,"role":34,"seo":222,"stem":223,"topic":34,"website":34,"__hash__":224},"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":220},"audrey-tang","/faculty/audrey-tang",{},"faculty/audrey-tang","guDc8SZ1teF85fU2ZpyjBo5kT7eFEi6aqz0KnMI3ZQc",{"id":226,"title":227,"affiliation":228,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":229,"legacy":15,"linkedin":230,"meta":231,"name":227,"navigation":15,"path":233,"photo":34,"role":34,"seo":234,"stem":235,"topic":34,"website":34,"__hash__":236},"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":232},"bapu-vaitla","/faculty/bapu-vaitla",{},"faculty/bapu-vaitla","xY4K5eu3CdK8TcDvRERRonurgCaRe7vfqME3ptSPXoQ",{"id":238,"title":239,"affiliation":240,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":241,"legacy":15,"linkedin":242,"meta":243,"name":239,"navigation":15,"path":245,"photo":34,"role":34,"seo":246,"stem":247,"topic":34,"website":34,"__hash__":248},"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":244},"barbara-ubaldi","/faculty/barbara-ubaldi",{},"faculty/barbara-ubaldi","OqdWXuIUfhBjhmn9X4-G4P0L3YgggPM_hGvvy9C8Iho",{"id":250,"title":251,"affiliation":252,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":253,"legacy":15,"linkedin":254,"meta":255,"name":251,"navigation":15,"path":257,"photo":34,"role":34,"seo":258,"stem":259,"topic":34,"website":34,"__hash__":260},"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":256},"bart-rousseau","/faculty/bart-rousseau",{},"faculty/bart-rousseau","FzXJOFe3JOVPVIw_CuvcAR_rOIaEScwzutzZ2svmUoI",{"id":262,"title":263,"affiliation":34,"bio":34,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":34,"legacy":47,"linkedin":34,"meta":264,"name":266,"navigation":15,"path":267,"photo":34,"role":34,"seo":268,"stem":269,"topic":34,"website":34,"__hash__":270},"faculty/faculty/begona-g-otero.json","Begona G Otero",{"slug":265},"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":914},"julia-stoyanovich","/faculty/julia-stoyanovich",{},"faculty/julia-stoyanovich","Gw1KbXq3FyB0quxq7VTlz_EgLKDJlJrlDiEl2LQ0J0c",{"id":920,"title":921,"affiliation":922,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":923,"legacy":15,"linkedin":924,"meta":925,"name":921,"navigation":15,"path":927,"photo":34,"role":34,"seo":928,"stem":929,"topic":34,"website":34,"__hash__":930},"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":975},"lilian-coral","/faculty/lilian-coral",{},"faculty/lilian-coral","PFVGbRvqYy1KzELxWJoua5jrbJnMNUzlngzC92NPKF4",{"id":981,"title":982,"affiliation":983,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":984,"legacy":15,"linkedin":985,"meta":986,"name":982,"navigation":15,"path":988,"photo":34,"role":34,"seo":989,"stem":990,"topic":34,"website":34,"__hash__":991},"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":987},"lisa-moretti","/faculty/lisa-moretti",{},"faculty/lisa-moretti","EV8XLcbAFAoKtBzuzfT85iXeQ49CT2LH-2tTPcZln8I",{"id":993,"title":994,"affiliation":995,"bio":34,"body":34,"category":88,"cohort":996,"description":34,"expertise":34,"extension":46,"headshot":34,"image":997,"legacy":15,"linkedin":998,"meta":999,"name":994,"navigation":15,"path":1001,"photo":34,"role":34,"seo":1002,"stem":1003,"topic":1004,"website":34,"__hash__":1005},"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":1000},"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":1013},"lynn-overmann","/faculty/lynn-overmann",{},"faculty/lynn-overmann","T_4VBcHNBpT91i3OLMPlturz60ufyjOayd4Wu5Y0s5E",{"id":1019,"title":1020,"affiliation":1021,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1022,"legacy":15,"linkedin":1023,"meta":1024,"name":1020,"navigation":15,"path":1026,"photo":34,"role":34,"seo":1027,"stem":1028,"topic":34,"website":34,"__hash__":1029},"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":1025},"marc-lepage","/faculty/marc-lepage",{},"faculty/marc-lepage","JCDw1BHIBhdOfzo1coSP7TDfQgIgSwdNw8P2txPefxY",{"id":1031,"title":1032,"affiliation":575,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1033,"legacy":15,"linkedin":1034,"meta":1035,"name":1032,"navigation":15,"path":1037,"photo":34,"role":34,"seo":1038,"stem":1039,"topic":34,"website":34,"__hash__":1040},"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":1036},"marcus-bartley-johns","/faculty/marcus-bartley-johns",{},"faculty/marcus-bartley-johns","6ezX8H4I7u6nV0D1iKncL_l-M-af7CYPz9NXFU1iaAk",{"id":1042,"title":1043,"affiliation":1044,"bio":34,"body":34,"category":88,"cohort":661,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1045,"legacy":47,"linkedin":1046,"meta":1047,"name":1049,"navigation":15,"path":1050,"photo":34,"role":34,"seo":1051,"stem":1052,"topic":1053,"website":34,"__hash__":1054},"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":1048},"martin-pompery","Martin Pompéry","/faculty/martin-pompery",{},"faculty/martin-pompery","Data Commons (Governance and Technical Infrastructure)","tjuo0EubXDpXzFAIg_QIbXCZltPEmfV5O6BB2OiGxgk",{"id":1056,"title":1057,"affiliation":34,"bio":1058,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1059,"legacy":47,"linkedin":1060,"meta":1061,"name":1063,"navigation":15,"path":1064,"photo":34,"role":34,"seo":1065,"stem":1066,"topic":34,"website":34,"__hash__":1067},"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":1062},"martin-stewart-weeks","Martin Stewart-Weeks","/faculty/martin-stewart-weeks",{},"faculty/martin-stewart-weeks","nuHbo3Pfrch0Q_uq8-nDe3bEo8ZnLVP1A8Psh91GOYc",{"id":1069,"title":1070,"affiliation":1071,"bio":34,"body":34,"category":88,"cohort":89,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1072,"legacy":47,"linkedin":1073,"meta":1074,"name":1076,"navigation":15,"path":1077,"photo":34,"role":34,"seo":1078,"stem":1079,"topic":1080,"website":34,"__hash__":1081},"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":1075},"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":1083,"title":1084,"affiliation":1085,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1086,"legacy":15,"linkedin":1087,"meta":1088,"name":1084,"navigation":15,"path":1090,"photo":34,"role":34,"seo":1091,"stem":1092,"topic":34,"website":34,"__hash__":1093},"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":1089},"michael-khoo","/faculty/michael-khoo",{},"faculty/michael-khoo","vRl_-AO0A8xraN5t_Y_XgR1EMzL-G9WpJKI9LRhnKSM",{"id":1095,"title":1096,"affiliation":1097,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1098,"legacy":15,"linkedin":1099,"meta":1100,"name":1102,"navigation":15,"path":1103,"photo":34,"role":34,"seo":1104,"stem":1105,"topic":34,"website":34,"__hash__":1106},"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":1101},"michael-p-canares","Michael P. Cañares","/faculty/michael-p-canares",{},"faculty/michael-p-canares","6BbSAcLd0R0TuJaYMZ_bcmUHcwp5VrQCMy2iTB6QXlU",{"id":1108,"title":1109,"affiliation":34,"bio":1110,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1111,"legacy":47,"linkedin":34,"meta":1112,"name":1109,"navigation":15,"path":1114,"photo":34,"role":1115,"seo":1116,"stem":1117,"topic":34,"website":34,"__hash__":1118},"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":1113},"michelle-winowatan","/faculty/michelle-winowatan","Research Assistant",{},"faculty/michelle-winowatan","ntoprYtYdb69qzeOoDH0OIZRyYocJVD0uWd0qtFkRIA",{"id":1120,"title":1121,"affiliation":1122,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1123,"legacy":15,"linkedin":1124,"meta":1125,"name":1121,"navigation":15,"path":1127,"photo":34,"role":34,"seo":1128,"stem":1129,"topic":34,"website":34,"__hash__":1130},"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":1126},"natalia-adler","/faculty/natalia-adler",{},"faculty/natalia-adler","x3XYVJctiWzq4vPbSnpRVYZqJf4wJGw9XvT1lhOUHyk",{"id":1132,"title":1133,"affiliation":1134,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1135,"legacy":15,"linkedin":1136,"meta":1137,"name":1133,"navigation":15,"path":1139,"photo":34,"role":34,"seo":1140,"stem":1141,"topic":34,"website":34,"__hash__":1142},"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":1138},"natalia-carfi","/faculty/natalia-carfi",{},"faculty/natalia-carfi","DWP3TEtP8jvPaTnVAcRhfUa81L0oknuD_Ov4ueMyB0s",{"id":1144,"title":1145,"affiliation":1146,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1147,"legacy":15,"linkedin":1148,"meta":1149,"name":1145,"navigation":15,"path":1151,"photo":34,"role":34,"seo":1152,"stem":1153,"topic":34,"website":34,"__hash__":1154},"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":1150},"natalia-domagala","/faculty/natalia-domagala",{},"faculty/natalia-domagala","z4UoxPAvcyt_19R6WsXAwqQ8KG3FlKWI1Df9ceQ2OAk",{"id":1156,"title":1157,"affiliation":34,"bio":34,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":34,"legacy":47,"linkedin":34,"meta":1158,"name":1160,"navigation":15,"path":1161,"photo":34,"role":34,"seo":1162,"stem":1163,"topic":34,"website":34,"__hash__":1164},"faculty/faculty/natalia-gonzalez-alarcon.json","Natalia Gonzalez Alarcon",{"slug":1159},"natalia-gonzalez-alarcon","Natalia González Alarcón","/faculty/natalia-gonzalez-alarcon",{},"faculty/natalia-gonzalez-alarcon","5_O4v0eHO9xJcxtyU5BUk1_2r3V-ybOjkdqGq_DXddQ",{"id":1166,"title":1167,"affiliation":1168,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1169,"legacy":15,"linkedin":1170,"meta":1171,"name":1167,"navigation":15,"path":1173,"photo":34,"role":34,"seo":1174,"stem":1175,"topic":34,"website":34,"__hash__":1176},"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":1172},"nick-hart","/faculty/nick-hart",{},"faculty/nick-hart","nr_yHL5OvAPmgt58TYw04NVjf19AvCLixDQ-ZMwuRko",{"id":1178,"title":1179,"affiliation":1180,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1181,"legacy":15,"linkedin":1182,"meta":1183,"name":1179,"navigation":15,"path":1185,"photo":34,"role":34,"seo":1186,"stem":1187,"topic":34,"website":34,"__hash__":1188},"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":1184},"nicolas-schifano","/faculty/nicolas-schifano",{},"faculty/nicolas-schifano","4rKkBJGscyHEf8wdKvX5iTd--IdVRMqrSf7EtvF_M6g",{"id":1190,"title":1191,"affiliation":1192,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1193,"legacy":15,"linkedin":1194,"meta":1195,"name":1191,"navigation":15,"path":1197,"photo":34,"role":34,"seo":1198,"stem":1199,"topic":34,"website":34,"__hash__":1200},"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":1196},"nigel-jacob","/faculty/nigel-jacob",{},"faculty/nigel-jacob","2p7Bz3gycQDE6ffGBxPzAkMwBrWHVA5ZrOR6huMWsIs",{"id":1202,"title":1203,"affiliation":1204,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1205,"legacy":47,"linkedin":1206,"meta":1207,"name":1203,"navigation":15,"path":1209,"photo":34,"role":34,"seo":1210,"stem":1211,"topic":1212,"website":34,"__hash__":1213},"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":1208},"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":1215,"title":1216,"affiliation":1217,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1218,"legacy":15,"linkedin":1219,"meta":1220,"name":1216,"navigation":15,"path":1222,"photo":34,"role":34,"seo":1223,"stem":1224,"topic":34,"website":34,"__hash__":1225},"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":1221},"paul-ko","/faculty/paul-ko",{},"faculty/paul-ko","xQQ0r2in4ZYZPu4O9cD4VvGB4veSoNYrx0eo5AZTaCk",{"id":1227,"title":1228,"affiliation":34,"bio":1229,"body":34,"category":74,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1230,"legacy":47,"linkedin":1231,"meta":1232,"name":1228,"navigation":15,"path":1234,"photo":34,"role":185,"seo":1235,"stem":1236,"topic":34,"website":34,"__hash__":1237},"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":1233},"paulina-behluli","/faculty/paulina-behluli",{},"faculty/paulina-behluli","KzMq7h-4JXW4j4bYqqTkIXwnl5QhtGb3qLT3UDEYy8Q",{"id":1239,"title":1240,"affiliation":1241,"bio":34,"body":34,"category":88,"cohort":1242,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1243,"legacy":47,"linkedin":1244,"meta":1245,"name":1247,"navigation":15,"path":1248,"photo":34,"role":34,"seo":1249,"stem":1250,"topic":1251,"website":34,"__hash__":1252},"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":1246},"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":1254,"title":1255,"affiliation":1256,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1257,"legacy":15,"linkedin":1258,"meta":1259,"name":1255,"navigation":15,"path":1261,"photo":34,"role":34,"seo":1262,"stem":1263,"topic":34,"website":34,"__hash__":1264},"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":1260},"peter-lovelock","/faculty/peter-lovelock",{},"faculty/peter-lovelock","T-0rMxQjEpVL0gBDJT3nu7rEeXXiZmVcF30aB_OECzk",{"id":1266,"title":1267,"affiliation":1268,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1269,"legacy":15,"linkedin":1270,"meta":1271,"name":1267,"navigation":15,"path":1273,"photo":34,"role":34,"seo":1274,"stem":1275,"topic":34,"website":34,"__hash__":1276},"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":1272},"peter-rabley","/faculty/peter-rabley",{},"faculty/peter-rabley","DJ0hn_3mdyNHFgwu8wiVLPcziiRfljHClrWpRzW-3J4",{"id":1278,"title":1279,"affiliation":1280,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1281,"legacy":47,"linkedin":1282,"meta":1283,"name":1285,"navigation":15,"path":1286,"photo":34,"role":34,"seo":1287,"stem":1288,"topic":1289,"website":34,"__hash__":1290},"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":1284},"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":1292,"title":1293,"affiliation":1294,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1295,"legacy":15,"linkedin":1296,"meta":1297,"name":1293,"navigation":15,"path":1299,"photo":34,"role":34,"seo":1300,"stem":1301,"topic":34,"website":34,"__hash__":1302},"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":1298},"pieter-de-leenheer","/faculty/pieter-de-leenheer",{},"faculty/pieter-de-leenheer","nAiKM_c4vT7YgMB6xtyozZ0sSP1dSe2FBYyadFwzBYI",{"id":1304,"title":1305,"affiliation":1306,"bio":34,"body":34,"category":88,"cohort":362,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1307,"legacy":47,"linkedin":1308,"meta":1309,"name":1311,"navigation":15,"path":1312,"photo":34,"role":34,"seo":1313,"stem":1314,"topic":1315,"website":34,"__hash__":1316},"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":1310},"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":1318,"title":1319,"affiliation":1320,"bio":34,"body":34,"category":88,"cohort":362,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1321,"legacy":47,"linkedin":1322,"meta":1323,"name":1325,"navigation":15,"path":1326,"photo":34,"role":34,"seo":1327,"stem":1328,"topic":1329,"website":34,"__hash__":1330},"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":1324},"prof-ingmar-weber","Prof. Ingmar Weber","/faculty/prof-ingmar-weber",{},"faculty/prof-ingmar-weber","Computing for Society/Social Good","ePpzAhfnIE9mCjxcBmbJGDxpIVRb0-hToWFYEWasY5s",{"id":1332,"title":1333,"affiliation":34,"bio":1334,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1335,"legacy":47,"linkedin":1336,"meta":1337,"name":1339,"navigation":15,"path":1340,"photo":34,"role":34,"seo":1341,"stem":1342,"topic":34,"website":34,"__hash__":1343},"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":1338},"professor-brian-head-fassa","Professor Brian Head FASSA","/faculty/professor-brian-head-fassa",{},"faculty/professor-brian-head-fassa","ISkmG6eQk4OVvOmFtV0GLkG0lVzQklOWBOHA0Rio7h8",{"id":1345,"title":1346,"affiliation":34,"bio":1347,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1348,"legacy":47,"linkedin":1349,"meta":1350,"name":1352,"navigation":15,"path":1353,"photo":34,"role":34,"seo":1354,"stem":1355,"topic":34,"website":34,"__hash__":1356},"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":1351},"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":1358,"title":1359,"affiliation":1360,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1361,"legacy":15,"linkedin":1362,"meta":1363,"name":1359,"navigation":15,"path":1365,"photo":34,"role":34,"seo":1366,"stem":1367,"topic":34,"website":34,"__hash__":1368},"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":1364},"rachel-wells","/faculty/rachel-wells",{},"faculty/rachel-wells","Zd9QUrN8U6ZrsSjhy-DLWFIY0ZYcw7MdP2uG5IdoZDs",{"id":1370,"title":1371,"affiliation":1372,"bio":34,"body":34,"category":88,"cohort":362,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1373,"legacy":47,"linkedin":1374,"meta":1375,"name":1371,"navigation":15,"path":1377,"photo":34,"role":34,"seo":1378,"stem":1379,"topic":1380,"website":34,"__hash__":1381},"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":1376},"ramy-hcini","/faculty/ramy-hcini",{},"faculty/ramy-hcini","Data Spaces in the context of matching demand and supply and security","-rWrvlNEWCn3XBHQmb9CWYvT0ahjPATj9z7NS8LhpXg",{"id":1383,"title":1384,"affiliation":1385,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1386,"legacy":15,"linkedin":1387,"meta":1388,"name":1384,"navigation":15,"path":1390,"photo":34,"role":34,"seo":1391,"stem":1392,"topic":34,"website":34,"__hash__":1393},"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":1389},"richard-benjamins","/faculty/richard-benjamins",{},"faculty/richard-benjamins","qVN1VHgFK92frM8UkhDTLNHl1e7fKik9zKgXft5EHhY",{"id":1395,"title":1396,"affiliation":34,"bio":1397,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1398,"legacy":47,"linkedin":34,"meta":1399,"name":1396,"navigation":15,"path":1401,"photo":34,"role":1402,"seo":1403,"stem":1404,"topic":34,"website":34,"__hash__":1405},"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":1400},"roshni-singh","/faculty/roshni-singh","Researcher",{},"faculty/roshni-singh","kUaO0OcbTVbPEwRHOjfHOS7QHtVgeVjEWIuGL18ywrM",{"id":1407,"title":1408,"affiliation":1409,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1410,"legacy":47,"linkedin":34,"meta":1411,"name":1408,"navigation":15,"path":1413,"photo":34,"role":34,"seo":1414,"stem":1415,"topic":1416,"website":34,"__hash__":1417},"faculty/faculty/ross-purves.json","Ross Purves","University of Zürich","https://cms.thegovlab.com/assets/760a7335-c0af-4597-9f96-96e39bae928d",{"slug":1412},"ross-purves","/faculty/ross-purves",{},"faculty/ross-purves","Teaching with and about (Open)(Government) data","y1f3pdZUzV6y2h-35-8fSldW2Z6ct7TajTj1ikGqh8c",{"id":1419,"title":1420,"affiliation":1421,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1422,"legacy":15,"linkedin":1423,"meta":1424,"name":1420,"navigation":15,"path":1426,"photo":34,"role":34,"seo":1427,"stem":1428,"topic":34,"website":34,"__hash__":1429},"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":1425},"rudi-borrmann","/faculty/rudi-borrmann",{},"faculty/rudi-borrmann","S95VUc9mtByKc1NUVAzZHo4KBPBdauoJdxLVaVn6Mbw",{"id":1431,"title":1432,"affiliation":1433,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1434,"legacy":47,"linkedin":1435,"meta":1436,"name":1432,"navigation":15,"path":1438,"photo":34,"role":34,"seo":1439,"stem":1440,"topic":1441,"website":34,"__hash__":1442},"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":1437},"sachit-mahajan","/faculty/sachit-mahajan",{},"faculty/sachit-mahajan","Designing Routing as Civic Infrastructure: Open, Interoperable, Reusable","h2TFPUORfSpJrqXTOYHtmXLzbLYs7bNnHgPb79YXW6g",{"id":1444,"title":1445,"affiliation":34,"bio":1446,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1447,"legacy":47,"linkedin":34,"meta":1448,"name":1445,"navigation":15,"path":1450,"photo":34,"role":1451,"seo":1452,"stem":1453,"topic":34,"website":34,"__hash__":1454},"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":1449},"sampriti-saxena","/faculty/sampriti-saxena","Research Intern",{},"faculty/sampriti-saxena","1lFtbfZZp9b1-kPQmsAfiyWL97jl9yyGknrizGeyyQQ",{"id":1456,"title":1457,"affiliation":1458,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1459,"legacy":47,"linkedin":1460,"meta":1461,"name":1457,"navigation":15,"path":1463,"photo":34,"role":34,"seo":1464,"stem":1465,"topic":1466,"website":34,"__hash__":1467},"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":1462},"sebastian-sigloch","/faculty/sebastian-sigloch",{},"faculty/sebastian-sigloch","Switch Data","0kYV6nwaqMpwvxd2A511FYmQqP7CvEYqhjs2h4ZyaTA",{"id":1469,"title":1470,"affiliation":822,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1471,"legacy":15,"linkedin":1472,"meta":1473,"name":1470,"navigation":15,"path":1475,"photo":34,"role":34,"seo":1476,"stem":1477,"topic":34,"website":34,"__hash__":1478},"faculty/faculty/shanna-crumley.json","Shanna Crumley","https://cms.thegovlab.com/assets/bfe62fac-d24c-4f90-9698-f67638348b00","https://www.linkedin.com/in/shannacrumley/",{"slug":1474},"shanna-crumley","/faculty/shanna-crumley",{},"faculty/shanna-crumley","iXUsWMnMY6mPvKHDLhgAZyhxocsHbNxH-_5w1E3Ffww",{"id":1480,"title":1481,"affiliation":822,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1482,"legacy":15,"linkedin":1483,"meta":1484,"name":1481,"navigation":15,"path":1486,"photo":34,"role":34,"seo":1487,"stem":1488,"topic":34,"website":34,"__hash__":1489},"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":1485},"smita-jain","/faculty/smita-jain",{},"faculty/smita-jain","g6qNp1x4R9a3MCXfGu-OOgoj8Dze1jUxqKdMuaw29M4",{"id":1491,"title":1492,"affiliation":1493,"bio":1494,"body":34,"category":74,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1495,"legacy":47,"linkedin":1496,"meta":1497,"name":1492,"navigation":15,"path":1499,"photo":34,"role":1500,"seo":1501,"stem":1502,"topic":34,"website":34,"__hash__":1503},"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":1498},"stefaan-verhulst","/faculty/stefaan-verhulst","Course Lead",{},"faculty/stefaan-verhulst","OU0_J9qbLAdOggqbBTXHGlhgyazJ7eKPpwEn4eIiPdA",{"id":1505,"title":1506,"affiliation":1507,"bio":34,"body":34,"category":88,"cohort":376,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1508,"legacy":47,"linkedin":1509,"meta":1510,"name":1506,"navigation":15,"path":1512,"photo":34,"role":34,"seo":1513,"stem":1514,"topic":1515,"website":34,"__hash__":1516},"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":1511},"stefan-metzger","/faculty/stefan-metzger",{},"faculty/stefan-metzger","TriRegio Data Space / Data Space Concept","Si9xi0nfhdPCS4LYK1_0Zl3GtlwKsgmkY3IkaVGxIjM",{"id":1518,"title":1519,"affiliation":1520,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1521,"legacy":15,"linkedin":1522,"meta":1523,"name":1519,"navigation":15,"path":1525,"photo":34,"role":34,"seo":1526,"stem":1527,"topic":34,"website":34,"__hash__":1528},"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":1524},"stephen-chacha","/faculty/stephen-chacha",{},"faculty/stephen-chacha","XFQOVAoxxF-67x3MvbGeTd21mOgiVjsQQPfmiv5hsA0",{"id":1530,"title":1531,"affiliation":1532,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1533,"legacy":15,"linkedin":1534,"meta":1535,"name":1531,"navigation":15,"path":1537,"photo":34,"role":34,"seo":1538,"stem":1539,"topic":34,"website":34,"__hash__":1540},"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":1536},"stuart-campo","/faculty/stuart-campo",{},"faculty/stuart-campo","xXK07w7YG_SxEIXVQ7xX6hefQP1-rtKW0CU4ggTVc_w",{"id":1542,"title":1543,"affiliation":1544,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1545,"legacy":15,"linkedin":1546,"meta":1547,"name":1543,"navigation":15,"path":1549,"photo":34,"role":34,"seo":1550,"stem":1551,"topic":34,"website":34,"__hash__":1552},"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":1548},"tyler-kleykamp","/faculty/tyler-kleykamp",{},"faculty/tyler-kleykamp","DOVnyGWVqDjwZO2jmL5sZtThIYSc2L4-qLXFkUbHh6I",{"id":1554,"title":1555,"affiliation":34,"bio":1556,"body":34,"category":61,"cohort":34,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1557,"legacy":47,"linkedin":34,"meta":1558,"name":1555,"navigation":15,"path":1560,"photo":34,"role":1115,"seo":1561,"stem":1562,"topic":34,"website":34,"__hash__":1563},"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":1559},"uma-kalkar","/faculty/uma-kalkar",{},"faculty/uma-kalkar","19ZAaVczDlFV-CVrOsdscP-9-93mnw4uUTgdHt78-6I",{"id":1565,"title":1566,"affiliation":1567,"bio":34,"body":34,"category":88,"cohort":117,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1568,"legacy":15,"linkedin":1569,"meta":1570,"name":1566,"navigation":15,"path":1572,"photo":34,"role":34,"seo":1573,"stem":1574,"topic":34,"website":34,"__hash__":1575},"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":1571},"valentin-muresan","/faculty/valentin-muresan",{},"faculty/valentin-muresan","bMedh5cgp7_cnJQAqbyIyK6naTlb14-9oRlJ539yl5Q",{"id":1577,"title":1578,"affiliation":1372,"bio":34,"body":34,"category":88,"cohort":362,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1579,"legacy":47,"linkedin":1580,"meta":1581,"name":1578,"navigation":15,"path":1583,"photo":34,"role":34,"seo":1584,"stem":1585,"topic":1380,"website":34,"__hash__":1586},"faculty/faculty/wassim-kallel.json","Wassim Kallel","https://cms.thegovlab.com/assets/7fc3249b-36ae-4bf2-8a24-f17915701918","https://www.linkedin.com/in/wassimkallel/",{"slug":1582},"wassim-kallel","/faculty/wassim-kallel",{},"faculty/wassim-kallel","vHzByAWe3IfptF8--3FBseOaOdIP_uSWNAH37IgoZbs",{"id":1588,"title":1589,"affiliation":1590,"bio":34,"body":34,"category":88,"cohort":661,"description":34,"expertise":34,"extension":46,"headshot":34,"image":1591,"legacy":47,"linkedin":1592,"meta":1593,"name":1589,"navigation":15,"path":1595,"photo":34,"role":34,"seo":1596,"stem":1597,"topic":1598,"website":34,"__hash__":1599},"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":1594},"yannik-sassmann","/faculty/yannik-sassmann",{},"faculty/yannik-sassmann","BMZ Data and AI Lab","ZlegG-Md_hy5eQodCby9lZL8eA_6iQMH6KvMupVtYeA",1781873990910]