<?xml version="1.0"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "JATS-journalpublishing1.dtd" [
]>
<article xml:lang="en" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
  xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML"
  dtd-version="1.2" article-type="abstract">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">IJPDS</journal-id>
      <journal-title-group>
        <journal-title>International Journal of Population Data Science</journal-title>
        <abbrev-journal-title>IJPDS</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="epub">2399-4908</issn>
      <publisher>
        <publisher-name>Swansea University</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.23889/ijpds.v10i3.3264</article-id>
      <article-id pub-id-type="publisher-id">10:3:228</article-id>
      <title-group>
        <article-title>Towards a UK federation of trusted research environments</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Baxter</surname>
            <given-names initials="R">Rob</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <collab>DARE UK Delivery Team</collab>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>HDR UK, London, United Kingdom</institution></aff>
      <pub-date date-type="pub" publication-format="electronic">
        <day>01</day>
        <month>06</month>
        <year>2025</year>
      </pub-date>
      <pub-date date-type="collection" publication-format="electronic">
        <year>2025</year>
      </pub-date>
      <volume>8</volume>
      <issue>4</issue>
      <elocation-id>3264</elocation-id>
      <permissions>
        <license license-type="open-access"
          xlink:href="https://creativecommons.org/licences/by/4.0/">
          <license-p>This work is licenced under a Creative Commons Attribution 4.0 International
            License.</license-p>
        </license>
      </permissions>
      <self-uri xlink:href="https://ijpds.org/article/view/3264">This article is available from the
        IJPDS website at: https://ijpds.org/article/view/3264</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Objectives</title>
      <p>Phase 1 of the DARE UK programme concluded in 2024 with a portfolio of architectures,
        designs and proofs-of-concept for a national federated network of trusted research
        environments (TREs). We present the current state of the UK’s journey towards a TRE
        federation.</p>
    </sec>
    <sec>
      <title>Method</title>
      <p>Our approach was four-fold.</p>
      <list list-type="order">
        <list-item>
          <p>A wide dialogue with stakeholders from across the UK TRE community, from data providers
            through research users to members of the public.</p>
        </list-item>
        <list-item>
          <p>A portfolio of driver projects, each addressing a key aspect of the overall needs of a
            trustworthy UK-wide network of TREs, each anchored in the concepts of the Five Safes.</p>
        </list-item>
        <list-item>
          <p>Assimilation of state-of-the-art ideas from scientific and public digital
            infrastructures from the UK, Europe and beyond.</p>
        </list-item>
        <list-item>
          <p>A single UK-scale architecture to connect everything together.</p>
        </list-item>
      </list>
    </sec>
    <sec>
      <title>Results</title>
      <p>The stakeholder dialogues shaped our overall programme of work and enabled us to narrow our
        scope to focus on the essential building blocks needed to connect the UK’s TREs and data
        providers safely and securely.</p>
      <p>The portfolio of driver projects created proofs-of-concept for these building blocks:
        applying natural language processing to create safer TRE input data; applying new
        statistical theory and tooling to create safer TRE outputs; extending the concepts of safe
        settings and safe projects to span multiple TREs while maintaining strong security and
        governance oversight of research projects; and creating the first specification of what a
        TRE should actually be.</p>
      <p>The architecture distilled these results together with state-of-the-art thinking into a
        common blueprint for a federated UK research network for sensitive data.</p>
    </sec>
    <sec>
      <title>Conclusion</title>
      <p>These results lay excellent foundations for DARE UK Phase 2 which will further develop and
        integrate the building blocks into the first version of a UK-wide TRE network. They are also
        already influencing broader design thinking within the UK and continental Europe on the next
        generation of connected TREs.</p>
    </sec>
  </body>
</article>