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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.v10i3.3209</article-id>
      <article-id pub-id-type="publisher-id">10:3:175</article-id>
      <title-group>
        <article-title>SeRP Data Portal: A Customisable TRE Portfolio</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Shoari</surname>
            <given-names initials="N">Niloofar</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Lewis</surname>
            <given-names initials="K">Kate</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Blackburn</surname>
            <given-names initials="R">Ruth</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Ritchie</surname>
            <given-names initials="B">Benjamin</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Cummins</surname>
            <given-names initials="S">Steven</given-names>
          </name>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Rogers</surname>
            <given-names initials="N">Nina</given-names>
          </name>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Hajna</surname>
            <given-names initials="S">Samantha</given-names>
          </name>
          <xref ref-type="aff" rid="affil-3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Hardelid</surname>
            <given-names initials="P">Pia</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>University College London, London, United
        Kingdom</institution></aff>
      <aff id="affil-2"><label>2</label><institution>London School of Hygiene &amp; Tropical
        Medicine, London, United Kingdom</institution></aff>
      <aff id="affil-3"><label>3</label><institution>Brock University, St. Catharines, Canada</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>3209</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/3209">This article is available from the
        IJPDS website at: https://ijpds.org/article/view/3209</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Objectives</title>
      <p>This study examines challenges in using Mental Health Service Data for research, evaluating
        data completeness and consistency across key sociodemographic variables. It explores the
        impact on research reliability, analyses spatial and temporal patterns of service use among
        children and young people (CYP), and investigates service use by demographics over time.</p>
    </sec>
    <sec>
      <title>Methods</title>
      <p>We analysed mental health service use among CYP across English local authorities
        (2016–2023), focusing on data completeness and inconsistencies. We examined records of CYP
        in contact with mental health services, those who attended care contacts, and those who did
        not engage after referral. To assess the impact of data quality on research reliability, we
        modelled appointment attendance likelihood as a function of sociodemographic variables.
        Additionally, we analysed spatial and temporal trends, stratified by age, gender, ethnicity,
        and socioeconomic status, to understand variations in service use across regions and over
        time.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>Between 2016 and 2023, over 4.7 million CYP in England had contact with mental health
        services, with 62.4% attending at least one care contact. Data completeness varied in time
        with the increasing health provider submissions, while missing ethnicity, geography, and
        socioeconomic status persisted, often clustering in subgroups with distinct attendance
        patterns.</p>
      <p>Spatial analysis revealed regional variations, with the North East, South East, and South
        West showing the highest service contact rates, while attendance was highest in Northern
        England and parts of the Midlands. Contact with mental health services increased from
        371,656 CYP in 2016 to 1,699,899 in 2023, though attendance stabilized at 59.8%. Monthly
        submissions surged towards the end of financial year, highlighting administrative
        influences. Sociodemographic trends revealed evolving patterns over time.</p>
    </sec>
    <sec>
      <title>Conclusion</title>
      <p>The Mental Health Service Data offers valuable national-level information on CYP using
        services in England. Our analysis identified data inconsistencies, missingness, and
        reporting issues. While this data is a useful tool, improved collection practices and
        methods to address missingness are essential for more reliable insights to inform research
        and policy.</p>
    </sec>
  </body>
</article>