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  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.v10i3.3191</article-id>
      <article-id pub-id-type="publisher-id">10:3:159</article-id>
      <title-group>
        <article-title>Health and justice related substance misuse in Wales: creating an e-cohort of
          intergenerational households</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Evans</surname>
            <given-names initials="H">Hywel T</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Farr</surname>
            <given-names initials="I">Ian</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Bailey</surname>
            <given-names initials="G">Grace</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Davies</surname>
            <given-names initials="G">Gareth</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Dixon</surname>
            <given-names initials="J">Josh</given-names>
          </name>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Fallick</surname>
            <given-names initials="S">Sam</given-names>
          </name>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Maimaris</surname>
            <given-names initials="J">Joanne</given-names>
          </name>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ohaeri</surname>
            <given-names initials="C">Columbus</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Oluwasuji</surname>
            <given-names initials="O">Olabambo</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Phillips</surname>
            <given-names initials="R">Ryan</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Skermer</surname>
            <given-names initials="M">Matthew</given-names>
          </name>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>James</surname>
            <given-names initials="D">Delyth</given-names>
          </name>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Smith</surname>
            <given-names initials="J">Josie</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>Swansea University, Swansea, United Kingdom</institution></aff>
      <aff id="affil-2"><label>2</label><institution>ADR Wales, Cardiff, United Kingdom</institution></aff>
      <aff id="affil-3"><label>3</label><institution>Public Health Wales, Cardiff, 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>3191</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/3191">This article is available from the
        IJPDS website at: https://ijpds.org/article/view/3191</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Objectives</title>
      <p>Household substance misuse (SM) is associated with child deprivation and worse physical and
        mental health. This study utilised linked healthcare, justice, and social care data in Wales
        for the first time, to create a reusable cohort of households that experience substance
        misuse (SMHH).</p>
    </sec>
    <sec>
      <title>Methods</title>
      <p>Using the Secure Anonymised Information Linkage (SAIL) Databank, a population-scale
        retrospective electronic cohort (e-cohort) study identified SM-related health and criminal
        justice events during 2011–2019 for adults and children in SMHH, which were compared with
        the rest of the population using period prevalence ratios (PR) and 95% confidence intervals
        (CI). Other variables included demographics, children’s social care, healthcare, and
        SM-related criminal court cases.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>There were 776,366 children and 1,032,088 adults, where 83,558 children (11%) lived in
        SMHH, and 48,398 (5%) of adults who lived with a child had a SM event. Children in SMHH were
        themselves 1.3 times more likely to be referred to SM treatment (PR = 2.33, CI: 2.23–2.43),
        and 42% more likely to have a SM-related criminal case (PR = 1.42, CI: 1.30–1.55) during the
        period. Notably, SMHH children were 3.0 times more likely to receive care and support (PR =
        4.00, CI: 3.92–4.08), and 78.1% (PR = 1.78, CI: 1.71–1.86) more likely to self-harm.</p>
    </sec>
    <sec>
      <title>Conclusion</title>
      <p>SMHH children experience significant disparities, including higher deprivation, adverse
        birth outcomes, mental health issues, social care involvement, and SM-related criminal
        justice prosecutions. Evidence-based interventions and policy are needed to support adults
        and children in SMHH to mitigate the intergenerational impact.</p>
    </sec>
  </body>
</article>