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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.v10i3.3228</article-id>
      <article-id pub-id-type="publisher-id">10:3:203</article-id>
      <title-group>
        <article-title>Primary care activities associated with reduced emergency hospital admissions
          in the last three months of life: a national population-based, retrospective cohort study</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Yorganci</surname>
            <given-names initials="E">Emel</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ramsenthaler</surname>
            <given-names initials="C">Christina</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>Barclay</surname>
            <given-names initials="S">Stephen</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Kingdom</surname>
            <given-names initials="U">University of Leeds, Leeds, United</given-names>
          </name>
          <xref ref-type="aff" rid="affil-4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>May</surname>
            <given-names initials="P">Peter</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Bone</surname>
            <given-names initials="A">Anna</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Higginson</surname>
            <given-names initials="I">Irene J.</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Fraser</surname>
            <given-names initials="L">Lorna</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sleeman</surname>
            <given-names initials="K">Katherine E.</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>Cicely Saunders Institute, King's College
        London, London, United Kingdom</institution></aff>
      <aff id="affil-2"><label>2</label><institution>ZHAW School of Health Sciences Institute of
        Nursing, Zurich, Switzerland</institution></aff>
      <aff id="affil-3"><label>3</label><institution>University of Cambridge, Cambridge, United
        Kingdom</institution></aff>
      <aff id="affil-4"><label>4</label><institution>University of Leeds, Leeds, 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>3228</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/3228">This article is available from the
        IJPDS website at: https://ijpds.org/article/view/3228</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Objective</title>
      <p>To examine the association between primary care activities 12 to 4 months before death and
        emergency hospital admissions in the last three months of life for adults with advanced
        illness.</p>
    </sec>
    <sec>
      <title>Methods</title>
      <p>An English population-based, retrospective cohort study using the Clinical Practice
        Research Datalink (CPRD Aurum) primary care data, linked with Hospital Episode Statistics
        (HES) records. Cohort: Adults (≥ 18 years) who died with a life-limiting condition.
        Independent variables: continuity of primary care, recognition of palliative care needs,
        referral to specialist palliative care, referral to a district/community nurse, and number,
        mode and timing of primary care contacts. Dependent variable: ≥3 emergency hospital
        admissions in the last three months of life. Covariables: individual-level sociodemographic
        and illness-related characteristics and area and GP-practice-level factors. Statistical
        analysis: Descriptive statistics and multilevel multivariable logistic regression.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>The cohort included 1,290,732 people who died between 2010 and 2023. 68% of people who died
        were 75 or older, and 50% were women. The most common diagnoses recorded in the primary care
        records of the people in the last five years of life were cancer (40%), followed by heart
        disease (33%) and chronic renal disease (30%). We will report the model findings,
        particularly associations between each primary care activity and the likelihood of
        experiencing three or more emergency hospital admissions in the last three months of life
        for the whole cohort and diagnostic groups, in addition to further descriptives and trends
        for the primary care activities and emergency hospital admissions.</p>
    </sec>
    <sec>
      <title>Conclusion</title>
      <p>The study findings will be used for generating hypotheses for better understanding the
        associations between primary care and emergency hospital admissions towards the end of life.
        The findings will add to the evidence base for improving community-based care for people
        with life-limiting conditions.</p>
    </sec>
  </body>
</article>