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  <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.v10i3.3220</article-id>
      <article-id pub-id-type="publisher-id">10:3:186</article-id>
      <title-group>
        <article-title>Improving linkage of data on looked after children in Scotland through
          operational innovations</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Robson</surname>
            <given-names initials="S">Siân</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Seaman</surname>
            <given-names initials="R">Rosie</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>Research Data Scotland, Edinburgh, United
        Kingdom</institution></aff>
      <pub-date>
        <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>3220</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/3220">This article is available from the
        IJPDS website at: https://ijpds.org/article/view/3220</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Objectives</title>
      <p>This project is scoping ways to improve the linkage rate of the Scottish Government’s
        longitudinal Looked After Children (LAC) dataset to other datasets by providing an
        appropriate, secure and practical mechanism for transferring more identifiers to National
        Records of Scotland (NRS) - the trusted third-party indexing service in Scotland.</p>
    </sec>
    <sec>
      <title>Method</title>
      <p>Local authorities report LAC data annually to the Scottish Government. A pseudonymised
        longitudinal LAC dataset has been created and ingested to the Scottish National Safe Haven
        for research use. The dataset is frequently requested, but data for children who are not in
        school cannot be linked to other datasets because there is insufficient person identifiable
        information (PII) to match them to the population spine. Outcomes for a key cohort of
        vulnerable children are therefore poorly understood. This project is investigating possible
        innovations to share PII with the NRS indexing service to maximise linkage.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>Options under consideration include Data Processing Agreements between each local authority
        and NRS; amendment of the existing data transfer from local authorities to Scottish
        Government to include more PII; and potentially different approaches for historic vs.
        ongoing data. The Information Governance and operational processes around each option are
        being considered. Local authorities will be consulted on which method would be agreeable.
        Public engagement will be conducted to seek Looked After Children’s views on the proposed
        process. Relevant strategic and operational groups will be asked for support to encourage
        buy-in across local authorities.</p>
    </sec>
    <sec>
      <title>Conclusion</title>
      <p>This project will suggest a process to improve prospects for linkage of data on different
        aspects of Looked After Children’s lives and therefore enable a more holistic, longitudinal
        perspective, leading to better-informed decisions about policy and practice.</p>
    </sec>
  </body>
</article>