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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.v10i3.3124</article-id>
      <article-id pub-id-type="publisher-id">10:3:104</article-id>
      <title-group>
        <article-title>Exclusion from school and risk of serious violence: a target trial emulation
          study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Cornish</surname>
            <given-names initials="R">Rosie</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Brennan</surname>
            <given-names initials="I">Iain</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 Bristol, Bristol, United Kingdom</institution></aff>
      <aff id="affil-2"><label>2</label><institution>University of Hull, Hull, 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>3124</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/3124">This article is available from the
        IJPDS website at: https://ijpds.org/article/view/3124</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Objectives</title>
      <p>To investigate the link between permanent school exclusion and perpetration of (i) serious
        violence (ii) homicide or near-miss homicide in young people.</p>
    </sec>
    <sec>
      <title>Methods</title>
      <p>We used linked national education and justice data to emulate a randomised controlled
        trial. Individuals aged 11 to 16 years enrolled in a state secondary school in England who
        were permanently excluded were matched 1:1 to an unexcluded control (meeting the same
        eligibility criteria). Follow up started on the date of exclusion for the matched pair and
        ended at the outcome of interest or after 12 months, whichever occurred first. Cox
        proportional hazards regression was used to compare outcomes in the two groups. We used a
        fixed bias analysis as a sensitivity analysis to unmeasured confounding.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>Among the approximately 650,000 individuals meeting eligibility criteria there were just
        over 21,000 exclusions with complete data on covariates. 98% of these were matched to an
        eligible control. Of those excluded, 4.8% had a conviction or caution for serious violence
        within a year, compared to 2.4% among those not excluded (adjusted hazard ratio (HR)=2.05,
        95% confidence interval (CI) 1.83 to 2.29). Homicide or near-miss homicide was much rarer
        (&lt;0.1% of those excluded), with adjusted HR=2.36, 95% CI 1.04 to 5.36. The fixed bias
        analysis indicated that an unmeasured confounder would have to be strongly related to both
        the exposure and outcome in order to fully explain these associations.</p>
    </sec>
    <sec>
      <title>Conclusion</title>
      <p>Permanent exclusion is associated with approximately a doubling of the risk of being
        convicted or cautioned for serious violence and for homicide or near-miss homicide in the
        following 12-months. Since we cannot determine whether these associations are causal,
        targeting the upstream common causes of exclusion and violence should be prioritised.</p>
    </sec>
  </body>
</article>