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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.v10i3.3218</article-id>
      <article-id pub-id-type="publisher-id">10:3:184</article-id>
      <title-group>
        <article-title>Peeling back the layers of childhood care entry in the United Kingdom: a
          dynamic mix of systematic reviews, public involvement, and administrative data insights.</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Opoku</surname>
            <given-names initials="R">Richmond</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Parker</surname>
            <given-names initials="M">Michael</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Bristow</surname>
            <given-names initials="D">Dan</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Kennedy</surname>
            <given-names initials="N">Natasha</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Brophy</surname>
            <given-names initials="S">Sinead</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>Swansea University, Swansea, 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>3218</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/3218">This article is available from the
        IJPDS website at: https://ijpds.org/article/view/3218</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Objectives</title>
      <p>Placing children into out-of-home care is a critical issue with far-reaching social
        implications. Existing reviews have identified multi-level risk and protective factors that
        influence care entry; however, robust empirical quantification of these factors within the
        UK context remains limited.</p>
    </sec>
    <sec>
      <title>Methods</title>
      <p>A systematic review of published reviews was conducted to identify key factors, drawing
        predominantly on data from non‐UK contexts. Building on this evidence, an ongoing
        administrative data analysis is being conducted across Scotland, England, and Wales. The
        analysis employs descriptive statistics and Cox proportional hazards models to estimate the
        cumulative incidence of care entry by relevant characteristics. A distinctive element of
        this study is the incorporation of Public and Patient Involvement (PPI). Engagement with
        care-experienced children and parents affected by child removal has informed variable
        selection, study design, and interpretation of findings.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>Findings from the systematic review highlight significant associations between care entry
        and factors such as ethnicity, parental socioeconomic disadvantage, and wider community and
        systemic factors. Although the administrative analysis is ongoing, initial findings suggest
        that integrating multi-level factors could enhance the predictive accuracy of models for
        care entry. Preliminary results for Welsh and English data are anticipated by May 2025, with
        the analysis of Scottish data projected to extend into December 2025.</p>
    </sec>
    <sec>
      <title>Conclusion</title>
      <p>This integrated approach—merging systematic review evidence, administrative data analysis,
        and active PPI—demonstrates the potential to inform more comprehensive and preventative
        child welfare strategies. By examining the underlying determinants of care entry, this study
        aims to guide targeted policy interventions addressing inequalities in out-of-home care.</p>
    </sec>
  </body>
</article>