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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.v10i3.3251</article-id>
      <article-id pub-id-type="publisher-id">10:3:216</article-id>
      <title-group>
        <article-title>RELEASE: Identifying post-release service use disparities from a novel
          data-linkage study into mental health and substance use service utilisation by people
          released from Scottish prisons</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Savinc</surname>
            <given-names initials="J">Jan</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Kjellgren</surname>
            <given-names initials="R">Richard</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
          <xref ref-type="aff" rid="affil-4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Connell</surname>
            <given-names initials="C">Catriona</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
          <xref ref-type="aff" rid="affil-4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Hunt</surname>
            <given-names initials="K">Kate</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
          <xref ref-type="aff" rid="affil-5">5</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>Edinburgh Napier University, Edinburgh, United
        Kingdom</institution></aff>
      <aff id="affil-2"><label>2</label><institution>Scottish Centre for Administrative Data
        Research, Edinburgh, United Kingdom</institution></aff>
      <aff id="affil-3"><label>3</label><institution>University of Stirling, Stirling, United
        Kingdom</institution></aff>
      <aff id="affil-4"><label>4</label><institution>Salvation Army Centre for Addiction Services
        and Research, Stirling, United Kingdom</institution></aff>
      <aff id="affil-5"><label>5</label><institution>Institute for Social Marketing, Stirling,
        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>3251</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/3251">This article is available from the
        IJPDS website at: https://ijpds.org/article/view/3251</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Objectives</title>
      <p>To describe rates of service contacts for substance use (SU) and mental ill-health (MiH)
        among people released from Scottish prisons and to find subgroups with the highest service
        use within the prison-experienced population, to identify those most in need of post-prison
        support.</p>
    </sec>
    <sec>
      <title>Methods</title>
      <p>Retrospective cohort study using linked Scottish Prison Service (SPS) data and health data,
        including scheduled (inpatient and psychiatric hospitalisations, outpatient contacts,
        community prescribing, Scottish Drug Misuse Database records), and unscheduled and urgent
        care services (out-of-hours primary care contacts, NHS24 helpline contacts, accident and
        emergency admissions, ambulance callouts). Data for all individuals released from prison in
        2015 were extracted for 4 years pre- and post- their release (index) date.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>Data on 8,313 prison-exposed individuals were extracted and linked. In a comparison with a
        1:5 matched general population sample (matched on age, sex, deprivation and geographical
        area), we found that prison exposure was associated with increased service use for all types
        of service (SU, MiH, or dual-diagnosis, DD), including after adjusting for prior service
        use, time spent in prison prior to release, post-index time in prison, and comorbidity.
        Service use in prison-exposed individuals will be analysed stratified by age, sex,
        comorbidity, deprivation, geographical area, ethnicity, sexual orientation, disability,
        veteran status, and gender identity, depending on data completeness in SPS records. Poisson
        regression models with robust standard errors will be used to model associations between
        service use and individual characteristics.</p>
    </sec>
    <sec>
      <title>Conclusion</title>
      <p>The results of this novel data linkage provide national-level estimates of service use for
        MiH and SU, which will serve as crucial evidence in future healthcare delivery for
        justice-experienced populations. Identifying subgroups with the highest support needs will
        enable better post-release interventions for SU and MiH.</p>
    </sec>
  </body>
</article>