<?xml version="1.0"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "JATS-journalpublishing1.dtd" [
]>
<article xml:lang="en" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
  xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML"
  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.v10i3.3274</article-id>
      <article-id pub-id-type="publisher-id">10:3:240</article-id>
      <title-group>
        <article-title>Maternal Heat Exposure and Birth Outcomes: Insights from Administrative Data
          in Wales</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Abdeldayem</surname>
            <given-names initials="W">Waleed</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Shokouhi</surname>
            <given-names initials="B">Behzad Valippour</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Rafferty</surname>
            <given-names initials="J">James</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Turner</surname>
            <given-names initials="S">Samantha</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Owen</surname>
            <given-names initials="R">Rhiannon</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Griffiths</surname>
            <given-names initials="L">Lucy</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Hardelid</surname>
            <given-names initials="P">Pia</given-names>
          </name>
          <xref ref-type="aff" rid="affil-2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Mizen</surname>
            <given-names initials="A">Amy</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Fry</surname>
            <given-names initials="R">Rich</given-names>
          </name>
          <xref ref-type="aff" rid="affil-1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="affil-1"><label>1</label><institution>Swansea University Medical School, Swansea,
        United Kingdom</institution></aff>
      <aff id="affil-2"><label>2</label><institution>University College London (UCL), London, 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>3274</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/3274">This article is available from the
        IJPDS website at: https://ijpds.org/article/view/3274</self-uri>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Objectives</title>
      <p>The aim of this study was to examine associations between maternal heat exposure during
        pregnancy and birth outcomes.</p>
    </sec>
    <sec>
      <title>Methods</title>
      <p>This cross-sectional, retrospective study linked administrative data on all births in Wales
        during 2022 to maternal heat exposure data. Data were accessed via the Secure Anonymised
        Information Linkage (SAIL) Databank. Maternal residential histories were anonymously linked
        to HADUK climate data to quantify trimester-specific heat exposure (days above the 90th
        percentile). Birth outcomes included gestational age, birth weight, stillbirth, neonatal
        mortality, Apgar scores, and mode of birth. Generalised linear regression models were
        employed to explore associations and to adjust for maternal age, ethnicity, and deprivation.
        This approach linked environmental and administrative data to generate insights into heat
        exposure effects on pregnant women.</p>
    </sec>
    <sec>
      <title>Results</title>
      <p>The analysis included all births in Wales during 2022 (n = 30,553), comprising 15,822 males
        (51.79%) and 14,731 females (48.21%). The mean gestational age at birth, the primary
        outcome, was 38.84 weeks (sd = 2.2). Mean birth weight at birth was 3329.4 grams (sd =
        614.9). There were 130 stillbirths and 76 cases of neonatal mortality recorded. Exclusion
        criteria included multiple pregnancy and incomplete maternal address history during
        pregnancy. Ongoing analysis examines the association between maternal heat exposure during
        pregnancy and birth outcomes. Adjusting for factors such as maternal age, ethnicity and
        deprivation aids further understanding of the potential effects of heat exposure on various
        subgroups of pregnant mothers, which may result in greater health inequalities.</p>
    </sec>
    <sec>
      <title>Conclusions</title>
      <p>Pregnant women are vulnerable to the effects of climate change. This study explores the
        effects of heat exposure on pregnancy outcomes to guide future research. This work has the
        potential to contribute to evidence-based policymaking and underscores the value of linking
        environmental to administrative data in addressing global health challenges.</p>
    </sec>
  </body>
</article>