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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.v10i3.3157</article-id>
      <article-id pub-id-type="publisher-id">10:3:124</article-id>
      <title-group>
        <article-title>Understanding Suicide, Drug and Alcohol Deaths in Northern Ireland:
          Socio-economic and Household Insights (2011-2022)</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Hughes</surname>
            <given-names initials="J">John</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Foley</surname>
            <given-names initials="B">Brian</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Colohan</surname>
            <given-names initials="C">Carmel</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Lyness</surname>
            <given-names initials="D">Deborah</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>Northern Ireland Statistics and Research
        Agency, Belfast, 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>3157</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/3157">This article is available from the
        IJPDS website at: https://ijpds.org/article/view/3157</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Objectives</title>
      <p>Suicide, drug-related and alcohol-specific deaths have increased in Northern Ireland over
        the last decade, disproportionately affecting young men. Official statistics rely on death
        certificates. This study links Census and mortality data to examine how individual,
        household and area factors are associated with these deaths.</p>
    </sec>
    <sec>
      <title>Methods</title>
      <p>The 2011 Census was linked to deaths registered until September 2022 (Northern Ireland
        Mortality Study) to analyse how personal, household and area factors influenced mortality.
        The study included 1.11 million records (ages 16-64) with 1,649 suicides, 1,049 drug-related
        and 3,675 alcohol-specific deaths. Descriptive analyses compared deceased individuals’
        baseline characteristics with the general population. Cox regression models identified the
        most at-risk groups for each death type, with separate analyses for males and females due to
        differing characteristics.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>Suicide, drug and alcohol deaths were more common among males, the economically inactive,
        those without qualifications, individuals with mental illnesses or disabilities, social
        renters, and residents of Greater Belfast or deprived areas. Modelling findings showed that
        lack of formal qualifications increased suicide and drug-related mortality risk in males.
        Unemployment was a major risk factor for males, while economic inactivity increased risk for
        females. Mental illness was strongly associated with suicide and drug-related deaths, while
        disability increased drug-related and alcohol-specific mortality risk.</p>
      <p>Among males, living alone increased risk across all causes. Among females, being single or
        separated/divorced increased mortality risk for drug and alcohol deaths. Male children in
        lone-parent households had higher suicide and alcohol mortality risk, while female lone
        parents had elevated drug-related mortality risk.</p>
    </sec>
    <sec>
      <title>Conclusion</title>
      <p>Suicide, drug-related, and alcohol-specific deaths disproportionately affect males,
        socio-economically disadvantaged individuals, and those with mental illness. Risk factors
        vary by sex and living situation. Targeted policies addressing mental health, substance use
        and socio-economic inequalities remain crucial in reducing mortality risks. </p>
    </sec>
  </body>
</article>