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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.v10i4.3029</article-id>
      <article-id pub-id-type="publisher-id">10:3:021</article-id>
      <title-group>
        <article-title>Neurodevelopmental profile and poverty in primary school confer a ‘double
          disadvantage’ in risk of criminal justice system contact by the age of 16: A national
          prospective cohort study.</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Kent</surname>
            <given-names initials="H">Hope</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Hogarth</surname>
            <given-names initials="L">Lee</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Williams</surname>
            <given-names initials="H">Huw</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Cornish</surname>
            <given-names initials="R">Rosie</given-names>
          </name>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Leckie</surname>
            <given-names initials="G">George</given-names>
          </name>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>University of Exeter, Exeter, United Kingdom</institution></aff>
      <aff id="affil-2"><label>2</label><institution>University of Bristol, Bristol, 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>3029</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/3029">This article is available from the
        IJPDS website at: https://ijpds.org/article/view/3029</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Objectives</title>
      <p>Children with neurodisabilities (such as brain injury or autism), and children who live in
        poverty, are over-represented groups in the youth justice system. This study examined the
        intersectional disadvantage faced by children who have both of these risk factors, to inform
        preventative public health strategies for reducing child criminalisation.</p>
    </sec>
    <sec>
      <title>Methods</title>
      <p>We used linked Ministry of Justice and Department for Education data, relating to a birth
        cohort of children born in 2001/2002, who attended state (government funded) school in
        England (n = 519,920).</p>
      <p>We used means-tested Free School Meals eligibility in Reception year (the first year of
        formal schooling, aged 4/5) to index child poverty, and the Early Years Foundation Stage
        Profile (EYFSP) (aged 4/5) to index early functional development across six domains.</p>
      <p>Our outcome variable was having a caution or conviction before age 15/16. We controlled for
        gender, ethnicity, and birth month.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>1.3% of children had a caution or conviction before the age of 15/16.</p>
      <p>Higher z-scores on the EYFSP (indicating better functional development) were associated
        with decreased odds of a caution or conviction by the age of 15/16 (adjusted OR for 1SD
        increase in z-score = 0.70, 95% CI = 0.69–0.72).</p>
      <p>Being eligible for Free School Meals (living in absolute poverty) at age 4/5 was associated
        with increased odds of having a caution or conviction by age 15/16 (adjusted OR = 4.62, 95%
        CI = 4.46–4.92).</p>
      <p>There was a statistical interaction between these two risk factors (adjusted OR = 1.33, 95%
        CI = 1.27–1.39). Children living in poverty had consistently higher risk at every z-score on
        the EYFSP, and living in poverty worsened the absolute risk conferred by lower z-scores on
        the EYFSP.</p>
    </sec>
    <sec>
      <title>Conclusion</title>
      <p>Poverty and lower functional development independently confer risk of criminalisation, and
        together confer a ‘double disadvantage’. Structural public health interventions should
        reduce the criminalisation of children by improving Special Educational Needs support in
        schools, and by reducing the number of children living in absolute poverty.</p>
    </sec>
  </body>
</article>