Our research | The ODI

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class="mobile-only" href="/account/login/">Log in</a> </ul> <div class="navigation__level-zero"> <a href="/search" aria-label="Search"> <svg width="20" height="21" viewBox="0 0 20 21" fill="none" xmlns="http://www.w3.org/2000/svg"> <circle cx="8.31422" cy="8.31422" r="7.79408" stroke="#E2E6E9" stroke-width="1.04028"/> <path d="M13.5293 14.4966L18.8447 19.812" stroke="#E2E6E9" stroke-width="1.04028" stroke-linecap="round" stroke-linejoin="round"/> </svg> </a> <a class="desktop-only" href="/account/register/">Register</a> <a class="desktop-only" href="/account/login/">Log in</a> <div class="navigation__navigation-toggle-wrapper mobile-only"> <button class="navigation__navigation-toggle" aria-expanded="false" aria-label="Show navigation links"> <svg class="icon-burger" width="30" height="27" viewBox="0 0 30 27" fill="none" xmlns="http://www.w3.org/2000/svg"> <path d="M0 2H29.5714" stroke="white" stroke-width="2.19048"/> <path d="M0 13.5H29.5714" stroke="white" stroke-width="2.19048"/> <path d="M0 25H29.5714" stroke="white" stroke-width="2.19048"/> </svg> <svg class="icon-cross" viewBox="0 0 18 18" width="30" height="30" fill="none" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" class="icon-cross"> <path stroke="#fff" stroke-width="1" stroke-linecap="round" d="m1.636 1.222 14.142 14.142M15.556 1.414 1.414 15.556"/> </svg> </button> </div> </div> </div> </nav> <header class="header header--landing"> <div class="contained-width"> <h1 class="header__title">Our research</h1> </div> <div class="hero-image-container"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/3_AbstractFace-HeroBanner-1441x45.2e16d0ba.fill-1441x452.png, https://theodi.cdn.ngo/media/images/3_AbstractFace-HeroBanner-1441x45.2e16d0ba.fill-2882x904.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/3_AbstractFace-HeroBanner-1441x45.2e16d0ba.fill-1441x452.png" srcset="https://theodi.cdn.ngo/media/images/3_AbstractFace-HeroBanner-1441x452.2e16d0ba.fill-720x226.png 720w, https://theodi.cdn.ngo/media/images/3_AbstractFace-HeroBanner-1441x45.2e16d0ba.fill-1441x452.png 1441w, https://theodi.cdn.ngo/media/images/3_AbstractFace-HeroBanner-1441x45.2e16d0ba.fill-2882x904.png 2882w" alt="3 Abstract+Face-HeroBanner-1441x452-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="header__img" sizes="(max-width: 400px) 720px, 600px"> </picture> </div> </header> <main id="main"> <div class="main-content main-content__body"> <nav class="secondary-nav" aria-label="Secondary navigation"> <div class="contained-width"> <div class="secondary-nav__wrapper"> <ul class="secondary-nav__list"> <li><a href="/what-we-do/research/">Our research</a></li> <li><a href="/what-we-do/research/fellowships/">Fellowships</a></li> <li><a href="/what-we-do/research/placements-and-secondments/">Placements and secondments</a></li> <li><a href="/what-we-do/research/course-collaborations/">Course collaborations</a></li> <li><a href="/what-we-do/research/the-research-team/">The research team</a></li> </ul> </div> </div> </nav> <section class="intro-block"> <div class="contained-width"> <div class="intro-block__grid"> <h2 class="intro-block__title">What we do</h2> <div class="intro-block__body"> <p><p data-block-key="jce0a">We translate knowledge and insights into action. Working together with universities, governments, and companies all over the world, we advance trust in data and data-centric technologies through inter-disciplinary research and development.</p></p> <div class="intro-block__cta"> </div> </div> </div> </div> </section><section class="single-rich-text"> <div class="single-rich-text__layout block-rich_text"> <p data-block-key="3p9s4">We demystify emerging data approaches and technologies, build tools for data publishing and use, and co-design good practices and standards in data stewardship and governance in collaboration with partners and stakeholders. Our research and development informs and supports policy development for a world in which data works for everyone.</p><p data-block-key="fmpm2">We draw from a range of disciplines and research methods to pursue a diverse range of topics around open trustworthy data ecosystems, including data publishing, discovery, management, assurance, stewardship, sharing, governance, use, and impact. We explore these topics in the context of data-centric technologies, including AI, and across many sectors.</p><p data-block-key="fnt8b"></p> </div> </section> <section class="cta-block"> <div class="cta-block__layout"> <h2 class="cta-block__title">Work with us</h2> <div class="cta-block__body"> <div class="rich-text"><p>We carry out research on a range of topics around trustworthy data ecosystems. If you are interested in commissioning research from the ODI, get in touch.</p></div> <a href="/what-we-do/get-in-touch-with-the-research-team/" class="btn btn--alt" >Get in touch</a> </div> </div> </section> <section class="single-rich-text"> <div class="single-rich-text__layout block-rich_text"> <p data-block-key="d5kme">We are committed to an open, participatory, cross-disciplinary, and inclusive approach to science and technology, which includes reports, academic publications, design materials, prototypes, and art alongside explainers, tutorials, talks, and podcasts.</p><p data-block-key="bqb58">We welcome partnerships, collaborative bids, applications for fellowships and secondments, as well as funding and support, to be as diverse, equitable, and inclusive as possible in the way we advance trust in data.</p><p data-block-key="bah7e"></p> </div> </section> <section class="card-group card-group--standard"> <div class="contained-width impact-block__header"> <h2>Our current research themes</h2> </div> <div class="contained-width"> <ul class="card-group__list"> <li class="card-group__list-item card"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/9.1_GridFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250_fW1zoIN.png, https://theodi.cdn.ngo/media/images/9.1_GridFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-700x500_0O7YUeB.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/9.1_GridFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250_fW1zoIN.png" srcset="https://theodi.cdn.ngo/media/images/9.1_GridFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-175x125_Q2SbHLY.png 175w, https://theodi.cdn.ngo/media/images/9.1_GridFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250_fW1zoIN.png 350w, https://theodi.cdn.ngo/media/images/9.1_GridFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-700x500_0O7YUeB.png 700w" alt="9.1 Grid+Face-Blue-1920x1080-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="" sizes="(max-width: 400px) 175px, 600px"> </picture> <div class="card__text"> <h3 class="card__title">Data-centric AI</h3> <p class="card__blurb">Without data, there would be no AI. To deliver on AI safety we need to consider the data infrastructure of existing and future applications of AI.</p> </div> <a class="cta-link" href="/insights/projects/data-centric-ai/">Read more</a> </li> <li class="card-group__list-item card"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/7.2_GridsFace-Orange-ArticleHeroBa.2e16d0ba.fill-350x250.png, https://theodi.cdn.ngo/media/images/7.2_GridsFace-Orange-ArticleHeroBa.2e16d0ba.fill-700x500.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/7.2_GridsFace-Orange-ArticleHeroBa.2e16d0ba.fill-350x250.png" srcset="https://theodi.cdn.ngo/media/images/7.2_GridsFace-Orange-ArticleHeroBa.2e16d0ba.fill-175x125.png 175w, https://theodi.cdn.ngo/media/images/7.2_GridsFace-Orange-ArticleHeroBa.2e16d0ba.fill-350x250.png 350w, https://theodi.cdn.ngo/media/images/7.2_GridsFace-Orange-ArticleHeroBa.2e16d0ba.fill-700x500.png 700w" alt="7.2 Grids+Face-Orange-ArticleHeroBanner-1110x452-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="" sizes="(max-width: 400px) 175px, 600px"> </picture> <div class="card__text"> <h3 class="card__title">Closing the data divide</h3> <p class="card__blurb">New research exploring the landscape of generative AI tools to support data publishing and use to close the digital divide.</p> </div> <a class="cta-link" href="/what-we-do/commercial-partnerships/microsoft/">Read more</a> </li> <li class="card-group__list-item card"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/1.1_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250.png, https://theodi.cdn.ngo/media/images/1.1_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-700x500.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/1.1_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250.png" srcset="https://theodi.cdn.ngo/media/images/1.1_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-175x125.png 175w, https://theodi.cdn.ngo/media/images/1.1_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250.png 350w, https://theodi.cdn.ngo/media/images/1.1_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-700x500.png 700w" alt="1.1 Dots+Face-Blue-1920x1080-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="" sizes="(max-width: 400px) 175px, 600px"> </picture> <div class="card__text"> <h3 class="card__title">Data institutions</h3> <p class="card__blurb">We work with partners to bring about new and improved ways of collecting, maintaining and sharing data responsibly.</p> </div> <a class="cta-link" href="/insights/projects/rd-data-institutions/">Read more</a> </li> <li class="card-group__list-item card"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/8.2_GridFace-Orange-1920x1080-ODI-.2e16d0ba.fill-350x250.png, https://theodi.cdn.ngo/media/images/8.2_GridFace-Orange-1920x1080-ODI-.2e16d0ba.fill-700x500.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/8.2_GridFace-Orange-1920x1080-ODI-.2e16d0ba.fill-350x250.png" srcset="https://theodi.cdn.ngo/media/images/8.2_GridFace-Orange-1920x1080-ODI-.2e16d0ba.fill-175x125.png 175w, https://theodi.cdn.ngo/media/images/8.2_GridFace-Orange-1920x1080-ODI-.2e16d0ba.fill-350x250.png 350w, https://theodi.cdn.ngo/media/images/8.2_GridFace-Orange-1920x1080-ODI-.2e16d0ba.fill-700x500.png 700w" alt="8.2 Grid+Face-Orange-1920x1080-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="" sizes="(max-width: 400px) 175px, 600px"> </picture> <div class="card__text"> <h3 class="card__title">Global data infrastructure</h3> <p class="card__blurb">The ODI conducted a research project examining the ways that global data infrastructure can enable research and innovation to address pressing global challenges.</p> </div> <a class="cta-link" href="/insights/projects/global-data-infrastructure/">Read more</a> </li> <li class="card-group__list-item card"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/5.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250.png, https://theodi.cdn.ngo/media/images/5.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-700x500.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/5.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250.png" srcset="https://theodi.cdn.ngo/media/images/5.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-175x125.png 175w, https://theodi.cdn.ngo/media/images/5.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250.png 350w, https://theodi.cdn.ngo/media/images/5.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-700x500.png 700w" alt="5.2 Dots+Face-Blue-1920x1080-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="" sizes="(max-width: 400px) 175px, 600px"> </picture> <div class="card__text"> <h3 class="card__title">Participatory data</h3> <p class="card__blurb">We are working with partners to help people meaningfully participate in the data economy.</p> </div> <a class="cta-link" href="/insights/projects/participatory-data/">Read more</a> </li> <li class="card-group__list-item card"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/7.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250.png, https://theodi.cdn.ngo/media/images/7.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-700x500.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/7.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250.png" srcset="https://theodi.cdn.ngo/media/images/7.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-175x125.png 175w, https://theodi.cdn.ngo/media/images/7.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-350x250.png 350w, https://theodi.cdn.ngo/media/images/7.2_DotsFace-Blue-1920x1080-ODI-Re.2e16d0ba.fill-700x500.png 700w" alt="7.2 Dots+Face-Blue-1920x1080-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="" sizes="(max-width: 400px) 175px, 600px"> </picture> <div class="card__text"> <h3 class="card__title">Privacy enhancing technologies (PETs)</h3> <p class="card__blurb">How the use of privacy enhancing technologies (PETs) can enable safe and secure data use for positive economic, social and environmental impact.</p> </div> <a class="cta-link" href="/insights/projects/privacy-enhancing-technologies-pets/">Read more</a> </li> </ul> </div> </section> <section class=" highlight-block highlight-block--small highlight-block--grey "> <div class="highlight-block__layout highlight-block--image-left"> <div class="highlight-block__image-container"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/17._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-665x402.png, https://theodi.cdn.ngo/media/images/17._Graphic-only-1920x1080-ODI-Re.2e16d0ba.fill-1330x804.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/17._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-665x402.png" srcset="https://theodi.cdn.ngo/media/images/17._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-332x201.png 332w, https://theodi.cdn.ngo/media/images/17._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-665x402.png 665w, https://theodi.cdn.ngo/media/images/17._Graphic-only-1920x1080-ODI-Re.2e16d0ba.fill-1330x804.png 1330w" alt="17. Graphic-only-1920x1080-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="highlight-block__image image_left" sizes="(max-width: 400px) 332px, 600px"> </picture> </div> <div class="highlight-block__body"> <h2 class="highlight-block__title">Collaborate with us</h2> <p><p data-block-key="1wijy">Our mission is to build open, trustworthy data ecosystems to ensure that data can work for everyone – but we know we cannot do this alone. We believe that working collaboratively with industry, academia, and civil society is the best way to ensure our research and development work puts us at the forefront of global expertise concerning data, its value, management, use, and impact. </p></p> </div> </div> </section> <section class="card-group card-group--standard"> <div class="contained-width impact-block__header"> <h2>How to get involved</h2> </div> <div class="contained-width"> <ul class="card-group__list"> <li class="card-group__list-item card"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/26._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-350x250.png, https://theodi.cdn.ngo/media/images/26._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-700x500.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/26._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-350x250.png" srcset="https://theodi.cdn.ngo/media/images/26._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-175x125.png 175w, https://theodi.cdn.ngo/media/images/26._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-350x250.png 350w, https://theodi.cdn.ngo/media/images/26._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-700x500.png 700w" alt="26. Graphic-only-1920x1080-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="" sizes="(max-width: 400px) 175px, 600px"> </picture> <div class="card__text"> <h3 class="card__title">Fellowships</h3> <p class="card__blurb">Research fellowships offer researchers the opportunity to work with the ODI team, connect with our networks and draw on our expertise.</p> </div> <a class="cta-link" href="/what-we-do/research/fellowships/">Read more</a> </li> <li class="card-group__list-item card"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/27._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-350x250.png, https://theodi.cdn.ngo/media/images/27._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-700x500.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/27._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-350x250.png" srcset="https://theodi.cdn.ngo/media/images/27._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-175x125.png 175w, https://theodi.cdn.ngo/media/images/27._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-350x250.png 350w, https://theodi.cdn.ngo/media/images/27._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-700x500.png 700w" alt="27. Graphic-only-1920x1080-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="" sizes="(max-width: 400px) 175px, 600px"> </picture> <div class="card__text"> <h3 class="card__title">Placements and secondments</h3> <p class="card__blurb">We are committed to creating opportunities for students and early career researchers in areas aligned with our mission to build open, trustworthy data ecosystems.</p> </div> <a class="cta-link" href="/what-we-do/research/placements-and-secondments/">Read more</a> </li> <li class="card-group__list-item card"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/12._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-350x250.png, https://theodi.cdn.ngo/media/images/12._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-700x500.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/12._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-350x250.png" srcset="https://theodi.cdn.ngo/media/images/12._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-175x125.png 175w, https://theodi.cdn.ngo/media/images/12._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-350x250.png 350w, https://theodi.cdn.ngo/media/images/12._Graphic-only-1920x1080-ODI-Res.2e16d0ba.fill-700x500.png 700w" alt="12. Graphic-only-1920x1080-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="" sizes="(max-width: 400px) 175px, 600px"> </picture> <div class="card__text"> <h3 class="card__title">Course collaborations</h3> <p class="card__blurb">We are proud to work with academic institutions worldwide to develop and deliver bespoke academic research modules in areas of shared interest.</p> </div> <a class="cta-link" href="/what-we-do/research/course-collaborations/">Read more</a> </li> </ul> </div> </section> <section class="card-group"> <div class="contained-width"> <div class="card-group__heading-group"> <h2 class="card-group__title">Latest research</h2> </div> <ul class="card-group__list"> <li class="card-group__list-item card card--primary card--primary--blue"> <picture> <source srcset="https://theodi.cdn.ngo/media/images/9.1_Face-Blue-ArticleHeroBanner-11.2e16d0ba.fill-350x200.png, https://theodi.cdn.ngo/media/images/9.1_Face-Blue-ArticleHeroBanner-11.2e16d0ba.fill-700x400.png 2x" media="(min-width: 800px)"> <img src="https://theodi.cdn.ngo/media/images/9.1_Face-Blue-ArticleHeroBanner-11.2e16d0ba.fill-350x200.png" srcset="https://theodi.cdn.ngo/media/images/9.1_Face-Blue-ArticleHeroBanner-11.2e16d0ba.fill-175x100.png 175w, https://theodi.cdn.ngo/media/images/9.1_Face-Blue-ArticleHeroBanner-11.2e16d0ba.fill-350x200.png 350w, https://theodi.cdn.ngo/media/images/9.1_Face-Blue-ArticleHeroBanner-11.2e16d0ba.fill-700x400.png 700w" alt="9.1 Face-Blue-ArticleHeroBanner-1110x452-ODI-Research" loading="lazy" fetchpriority="auto" decoding="async" class="" sizes="(max-width: 400px) 175px, 600px"> </picture> <div class="card__text"> <p class="card__type">Project</p> <a href="/insights/projects/the-future-of-data-and-ai/"> <h3 class="card__title">The future of data and AI</h3> </a> </div> <svg class="right-arrow" viewBox="-2.4 -2.4 28.80 28.80" fill="none" 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